From 844c0c422d4cbe2dd7b3f9b4667e6c239c9e33f6 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Sat, 11 Jan 2025 22:10:45 +0100
Subject: [PATCH 001/679] docs: :arrow_up: update docs version mudler/LocalAI
 (#4578)

:arrow_up: Update docs version mudler/LocalAI

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 docs/data/version.json | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/data/version.json b/docs/data/version.json
index bf065426..0044f3a2 100644
--- a/docs/data/version.json
+++ b/docs/data/version.json
@@ -1,3 +1,3 @@
 {
-  "version": "v2.24.2"
+  "version": "v2.25.0"
 }

From 80dc23fab9073e4f2446b1ef9023536ef7413b2f Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Sat, 11 Jan 2025 22:23:10 +0100
Subject: [PATCH 002/679] chore(model-gallery): :arrow_up: update checksum
 (#4580)

:arrow_up: Checksum updates in gallery/index.yaml

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 gallery/index.yaml | 17 +++++------------
 1 file changed, 5 insertions(+), 12 deletions(-)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index f20be17e..4cb6ccbd 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -14,15 +14,15 @@
     - https://huggingface.co/microsoft/phi-4
     - https://huggingface.co/bartowski/phi-4-GGUF
   description: |
-      phi-4 is a state-of-the-art open model built upon a blend of synthetic datasets, data from filtered public domain websites, and acquired academic books and Q&A datasets. The goal of this approach was to ensure that small capable models were trained with data focused on high quality and advanced reasoning.
-      phi-4 underwent a rigorous enhancement and alignment process, incorporating both supervised fine-tuning and direct preference optimization to ensure precise instruction adherence and robust safety measures. Phi-4 is a 14B parameters, dense decoder-only Transformer model.
+    phi-4 is a state-of-the-art open model built upon a blend of synthetic datasets, data from filtered public domain websites, and acquired academic books and Q&A datasets. The goal of this approach was to ensure that small capable models were trained with data focused on high quality and advanced reasoning.
+    phi-4 underwent a rigorous enhancement and alignment process, incorporating both supervised fine-tuning and direct preference optimization to ensure precise instruction adherence and robust safety measures. Phi-4 is a 14B parameters, dense decoder-only Transformer model.
   overrides:
     parameters:
       model: phi-4-Q4_K_M.gguf
   files:
     - filename: phi-4-Q4_K_M.gguf
-      sha256: e38bd5fa5f1c03d51ebc34a8d7b284e0da089c8af05e7f409a0079a9c831a10b
       uri: huggingface://bartowski/phi-4-GGUF/phi-4-Q4_K_M.gguf
+      sha256: 009aba717c09d4a35890c7d35eb59d54e1dba884c7c526e7197d9c13ab5911d9
 - &falcon3
   name: "falcon3-1b-instruct"
   url: "github:mudler/LocalAI/gallery/falcon3.yaml@master"
@@ -2726,14 +2726,7 @@
   urls:
     - https://huggingface.co/Krystalan/DRT-o1-7B
     - https://huggingface.co/QuantFactory/DRT-o1-7B-GGUF
-  description: |
-    In this work, we introduce DRT-o1, an attempt to bring the success of long thought reasoning to neural machine translation (MT). To this end,
-
-    🌟 We mine English sentences with similes or metaphors from existing literature books, which are suitable for translation via long thought.
-    🌟 We propose a designed multi-agent framework with three agents (i.e., a translator, an advisor and an evaluator) to synthesize the MT samples with long thought. There are 22,264 synthesized samples in total.
-    🌟 We train DRT-o1-8B, DRT-o1-7B and DRT-o1-14B using Llama-3.1-8B-Instruct, Qwen2.5-7B-Instruct and Qwen2.5-14B-Instruct as backbones.
-
-    Our goal is not to achieve competitive performance with OpenAI’s O1 in neural machine translation (MT). Instead, we explore technical routes to bring the success of long thought to MT. To this end, we introduce DRT-o1, a byproduct of our exploration, and we hope it could facilitate the corresponding research in this direction.
+  description: "In this work, we introduce DRT-o1, an attempt to bring the success of long thought reasoning to neural machine translation (MT). To this end,\n\n\U0001F31F We mine English sentences with similes or metaphors from existing literature books, which are suitable for translation via long thought.\n\U0001F31F We propose a designed multi-agent framework with three agents (i.e., a translator, an advisor and an evaluator) to synthesize the MT samples with long thought. There are 22,264 synthesized samples in total.\n\U0001F31F We train DRT-o1-8B, DRT-o1-7B and DRT-o1-14B using Llama-3.1-8B-Instruct, Qwen2.5-7B-Instruct and Qwen2.5-14B-Instruct as backbones.\n\nOur goal is not to achieve competitive performance with OpenAI’s O1 in neural machine translation (MT). Instead, we explore technical routes to bring the success of long thought to MT. To this end, we introduce DRT-o1, a byproduct of our exploration, and we hope it could facilitate the corresponding research in this direction.\n"
   overrides:
     parameters:
       model: DRT-o1-7B.Q4_K_M.gguf
@@ -5874,7 +5867,7 @@
     - https://huggingface.co/Nitral-AI/Nera_Noctis-12B
     - https://huggingface.co/bartowski/Nera_Noctis-12B-GGUF
   description: |
-     Sometimes, the brightest gems are found in the darkest places. For it is in the shadows where we learn to really see the light.
+    Sometimes, the brightest gems are found in the darkest places. For it is in the shadows where we learn to really see the light.
   overrides:
     parameters:
       model: Nera_Noctis-12B-Q4_K_M.gguf

From b206eab80f6bad968ec307cef18a1d5b39982be9 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 11 Jan 2025 22:41:30 +0100
Subject: [PATCH 003/679] chore(model gallery): add nightwing3-10b-v0.1 (#4582)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 16 ++++++++++++++++
 1 file changed, 16 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 4cb6ccbd..82cd1dc5 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -132,6 +132,22 @@
     - filename: Falcon3-7B-Instruct-abliterated-Q4_K_M.gguf
       sha256: 68e10e638668acaa49fb7919224c7d8bcf1798126c7a499c4d9ec3b81313f8c8
       uri: huggingface://bartowski/Falcon3-7B-Instruct-abliterated-GGUF/Falcon3-7B-Instruct-abliterated-Q4_K_M.gguf
+- !!merge <<: *falcon3
+  name: "nightwing3-10b-v0.1"
+  url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/642265bc01c62c1e4102dc36/C6gY9vxCl3_SFzQLpLG0S.png
+  urls:
+    - https://huggingface.co/Nitral-AI/NightWing3-10B-v0.1
+    - https://huggingface.co/bartowski/NightWing3-10B-v0.1-GGUF
+  description: |
+     Base model: (Falcon3-10B)
+  overrides:
+    parameters:
+      model: NightWing3-10B-v0.1-Q4_K_M.gguf
+  files:
+    - filename: NightWing3-10B-v0.1-Q4_K_M.gguf
+      sha256: 2e87671542d22fe1ef9a68e43f2fdab7c2759479ad531946d9f0bdeffa6f5747
+      uri: huggingface://bartowski/NightWing3-10B-v0.1-GGUF/NightWing3-10B-v0.1-Q4_K_M.gguf
 - &intellect1
   name: "intellect-1-instruct"
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master"

From cb8bf79adab6cc658b547c79e29ecc3a221beba9 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 11 Jan 2025 22:45:37 +0100
Subject: [PATCH 004/679] chore(model gallery): add qwq-32b-preview-ideawhiz-v1
 (#4583)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 82cd1dc5..c6a9b624 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -2952,6 +2952,21 @@
     - filename: Chuluun-Qwen2.5-72B-v0.01-Q4_K_M.gguf
       sha256: 901d9d10aad42de3188e721accdc4eb0efec96cbca48563f802793dceaf551f5
       uri: huggingface://bartowski/Chuluun-Qwen2.5-72B-v0.01-GGUF/Chuluun-Qwen2.5-72B-v0.01-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "qwq-32b-preview-ideawhiz-v1"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/6205fefd3f1dc8a642d70b10/JEZgA_xV6oF8AIsya9dop.jpeg
+  urls:
+    - https://huggingface.co/6cf/QwQ-32B-Preview-IdeaWhiz-v1
+    - https://huggingface.co/bartowski/QwQ-32B-Preview-IdeaWhiz-v1-GGUF
+  description: |
+    IdeaWhiz is a fine-tuned version of QwQ-32B-Preview, specifically optimized for scientific creativity and step-by-step reasoning. The model leverages the LiveIdeaBench dataset to enhance its capabilities in generating novel scientific ideas and hypotheses.
+  overrides:
+    parameters:
+      model: QwQ-32B-Preview-IdeaWhiz-v1-Q4_K_M.gguf
+  files:
+    - filename: QwQ-32B-Preview-IdeaWhiz-v1-Q4_K_M.gguf
+      sha256: 1648e13d9974b10d08ee45f48fd3ebd15cf67745fe20d602f9306fe0253b6a96
+      uri: huggingface://bartowski/QwQ-32B-Preview-IdeaWhiz-v1-GGUF/QwQ-32B-Preview-IdeaWhiz-v1-Q4_K_M.gguf
 - &smollm
   ## SmolLM
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master"

From cd480dbe5c04bb8e82da2f71586937916eb7a11f Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 11 Jan 2025 23:24:55 +0100
Subject: [PATCH 005/679] chore(model gallery): add rombos-qwen2.5-writer-32b
 (#4584)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index c6a9b624..fb4de112 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -2967,6 +2967,21 @@
     - filename: QwQ-32B-Preview-IdeaWhiz-v1-Q4_K_M.gguf
       sha256: 1648e13d9974b10d08ee45f48fd3ebd15cf67745fe20d602f9306fe0253b6a96
       uri: huggingface://bartowski/QwQ-32B-Preview-IdeaWhiz-v1-GGUF/QwQ-32B-Preview-IdeaWhiz-v1-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "rombos-qwen2.5-writer-32b"
+  icon: https://huggingface.co/SubtleOne/Rombos-Qwen2.5-Writer-32b/blob/main/robot-creating-fantasy.jpg
+  urls:
+    - https://huggingface.co/SubtleOne/Rombos-Qwen2.5-Writer-32b
+    - https://huggingface.co/bartowski/Rombos-Qwen2.5-Writer-32b-GGUF
+  description: |
+    This model is a merge using Rombos's top-ranked 32b model, based on Qwen 2.5, and merging three creative writing finetunes. The creative content is a serious upgrade over the base it started with, and I enjoyed it in my DnD RPG campaign.
+  overrides:
+    parameters:
+      model: Rombos-Qwen2.5-Writer-32b-Q4_K_M.gguf
+  files:
+    - filename: Rombos-Qwen2.5-Writer-32b-Q4_K_M.gguf
+      sha256: cf0e48c6cb8b6f41834603900642b5395105980297709c85c4216bd44fac956a
+      uri: huggingface://bartowski/Rombos-Qwen2.5-Writer-32b-GGUF/Rombos-Qwen2.5-Writer-32b-Q4_K_M.gguf
 - &smollm
   ## SmolLM
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master"

From 7cd33d10c93485e2a01efc298d111c18b4d9fd8e Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Sat, 11 Jan 2025 23:25:09 +0100
Subject: [PATCH 006/679] chore: :arrow_up: Update ggerganov/llama.cpp to
 `c05e8c9934f94fde49bc1bc9dc51eed282605150` (#4579)

:arrow_up: Update ggerganov/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index e81ec442..261f2833 100644
--- a/Makefile
+++ b/Makefile
@@ -8,7 +8,7 @@ DETECT_LIBS?=true
 # llama.cpp versions
 GOLLAMA_REPO?=https://github.com/go-skynet/go-llama.cpp
 GOLLAMA_VERSION?=2b57a8ae43e4699d3dc5d1496a1ccd42922993be
-CPPLLAMA_VERSION?=ba8a1f9c5b675459c55a83e3f97f10df3a66c788
+CPPLLAMA_VERSION?=c05e8c9934f94fde49bc1bc9dc51eed282605150
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From b898cd49b58b2f930814fd4703065b9f92f4e3c1 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 12 Jan 2025 10:33:29 +0100
Subject: [PATCH 007/679] chore(model gallery): add sky-t1-32b-preview (#4585)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 16 ++++++++++++++++
 1 file changed, 16 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index fb4de112..15706d4c 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -2982,6 +2982,22 @@
     - filename: Rombos-Qwen2.5-Writer-32b-Q4_K_M.gguf
       sha256: cf0e48c6cb8b6f41834603900642b5395105980297709c85c4216bd44fac956a
       uri: huggingface://bartowski/Rombos-Qwen2.5-Writer-32b-GGUF/Rombos-Qwen2.5-Writer-32b-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "sky-t1-32b-preview"
+  icon: https://raw.githubusercontent.com/NovaSky-AI/novasky-ai.github.io/main/assets/images/blue-bird-wider.jpeg
+  urls:
+    - https://huggingface.co/NovaSky-AI/Sky-T1-32B-Preview
+    - https://huggingface.co/bartowski/Sky-T1-32B-Preview-GGUF
+    - https://novasky-ai.github.io/posts/sky-t1/
+  description: |
+    This is a 32B reasoning model trained from Qwen2.5-32B-Instruct with 17K data. The performance is on par with o1-preview model on both math and coding. Please see our blog post for more details.
+  overrides:
+    parameters:
+      model: Sky-T1-32B-Preview-Q4_K_M.gguf
+  files:
+    - filename: Sky-T1-32B-Preview-Q4_K_M.gguf
+      sha256: c735912a582f10e4769461586a02e5b98ef43c2895ec11923b8c4f157e7909e5
+      uri: huggingface://bartowski/Sky-T1-32B-Preview-GGUF/Sky-T1-32B-Preview-Q4_K_M.gguf
 - &smollm
   ## SmolLM
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master"

From f8cffd05e5902a8452989e4ba66b4805a329b0ea Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 12 Jan 2025 10:36:01 +0100
Subject: [PATCH 008/679] chore(model gallery): add negative_llama_70b (#4586)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 20 ++++++++++++++++++++
 1 file changed, 20 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 15706d4c..35217913 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -311,6 +311,26 @@
     - filename: 70B-L3.3-Cirrus-x1-Q4_K_M.gguf
       sha256: 07dd464dddba959df8eb2f937787c2210b4c51c2375bd7c7ab2abbe198142a19
       uri: huggingface://bartowski/70B-L3.3-Cirrus-x1-GGUF/70B-L3.3-Cirrus-x1-Q4_K_M.gguf
+- !!merge <<: *llama33
+  name: "negative_llama_70b"
+  icon: https://huggingface.co/SicariusSicariiStuff/Negative_LLAMA_70B/resolve/main/Images/Negative_LLAMA_70B.png
+  urls:
+    - https://huggingface.co/SicariusSicariiStuff/Negative_LLAMA_70B
+    - https://huggingface.co/bartowski/Negative_LLAMA_70B-GGUF
+  description: |
+    - Strong Roleplay & Creative writing abilities.
+    - Less positivity bias.
+    - Very smart assistant with low refusals.
+    - Exceptionally good at following the character card.
+    - Characters feel more 'alive', and will occasionally initiate stuff on their own (without being prompted to, but fitting to their character).
+    - Strong ability to comprehend and roleplay uncommon physical and mental characteristics.
+  overrides:
+    parameters:
+      model: Negative_LLAMA_70B-Q4_K_M.gguf
+  files:
+    - filename: Negative_LLAMA_70B-Q4_K_M.gguf
+      sha256: 023c6bd38f6a66178529e6bb77b6e76379ae3ee031adc6885531986aa12750d9
+      uri: huggingface://bartowski/Negative_LLAMA_70B-GGUF/Negative_LLAMA_70B-Q4_K_M.gguf
 - &rwkv
   url: "github:mudler/LocalAI/gallery/rwkv.yaml@master"
   name: "rwkv-6-world-7b"

From 1780ccadbccccb79de1c88bd734e3ed38f8fefa6 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 12 Jan 2025 10:40:26 +0100
Subject: [PATCH 009/679] chore(model gallery): add finemath-llama-3b (#4587)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 18 ++++++++++++++++++
 1 file changed, 18 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 35217913..7d60167b 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -1211,6 +1211,24 @@
     - filename: MiniThinky-v2-1B-Llama-3.2-Q4_K_M.gguf
       sha256: 086857b6364afd757a123eea0474bede09f25608783e7a6fcf2f88d8cb322ca1
       uri: huggingface://bartowski/MiniThinky-v2-1B-Llama-3.2-GGUF/MiniThinky-v2-1B-Llama-3.2-Q4_K_M.gguf
+- !!merge <<: *llama32
+  icon: https://cdn-uploads.huggingface.co/production/uploads/61c141342aac764ce1654e43/HZ6KOc8IVXXOABrdv0dyK.png
+  name: "finemath-llama-3b"
+  urls:
+    - https://huggingface.co/HuggingFaceTB/FineMath-Llama-3B
+    - https://huggingface.co/bartowski/FineMath-Llama-3B-GGUF
+  description: |
+    This is a continual-pre-training of Llama-3.2-3B on a mix of 📐 FineMath (our new high quality math dataset) and FineWeb-Edu.
+
+    The model demonstrates superior math performance compared to Llama 3.2 3B, while maintaining similar performance on knowledge, reasoning, and common sense benchmarks.
+    It was trained on 160B tokens using a mix of 40% FineWeb-Edu and 60% from FineMath (30% FineMath-4+ subset and 30% InfiWebMath-4+ subset). We use nanotron for the training, and you can find the training scripts in our SmolLM2 GitHub repo.
+  overrides:
+    parameters:
+      model: FineMath-Llama-3B-Q4_K_M.gguf
+  files:
+    - filename: FineMath-Llama-3B-Q4_K_M.gguf
+      sha256: 16c73b5cf2a417a7e1608bcc9469f1461fc3e759ce04a3a337f48df977dc158c
+      uri: huggingface://bartowski/FineMath-Llama-3B-GGUF/FineMath-Llama-3B-Q4_K_M.gguf
 - &qwen25
   ## Qwen2.5
   name: "qwen2.5-14b-instruct"

From e8de7b52da29ec5ac4042f3bed71f1968fe2b973 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 12 Jan 2025 11:26:42 +0100
Subject: [PATCH 010/679] chore(model gallery): add
 LocalAI-functioncall-phi-4-v0.1 (#4588)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml            | 16 ++++++++++++++++
 gallery/phi-4-chat-fcall.yaml | 27 +++++++++++++++++++++++++++
 2 files changed, 43 insertions(+)
 create mode 100644 gallery/phi-4-chat-fcall.yaml

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 7d60167b..2b546c0b 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -23,6 +23,22 @@
     - filename: phi-4-Q4_K_M.gguf
       uri: huggingface://bartowski/phi-4-GGUF/phi-4-Q4_K_M.gguf
       sha256: 009aba717c09d4a35890c7d35eb59d54e1dba884c7c526e7197d9c13ab5911d9
+- !!merge <<: *phi4
+  url: "github:mudler/LocalAI/gallery/phi-4-fcall.yaml@master"
+  name: "LocalAI-functioncall-phi-4-v0.1"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/647374aa7ff32a81ac6d35d4/Dzbdzn27KEc3K6zNNi070.png
+  description: |
+    A model tailored to be conversational and execute function calls with LocalAI. This model is based on phi-4.
+  urls:
+    - https://huggingface.co/mudler/LocalAI-functioncall-phi-4-v0.1
+    - https://huggingface.co/mudler/LocalAI-functioncall-phi-4-v0.1-Q4_K_M-GGUF
+  overrides:
+    parameters:
+      model: localai-functioncall-phi-4-v0.1-q4_k_m.gguf
+  files:
+    - filename: localai-functioncall-phi-4-v0.1-q4_k_m.gguf
+      uri: huggingface://mudler/LocalAI-functioncall-phi-4-v0.1-Q4_K_M-GGUF/localai-functioncall-phi-4-v0.1-q4_k_m.gguf
+      sha256: 0ae4e5e4ba89c16c1e810285c5c8b84416fa67f8ed7c175aa0b6fc0a103017aa
 - &falcon3
   name: "falcon3-1b-instruct"
   url: "github:mudler/LocalAI/gallery/falcon3.yaml@master"
diff --git a/gallery/phi-4-chat-fcall.yaml b/gallery/phi-4-chat-fcall.yaml
new file mode 100644
index 00000000..a6fa261e
--- /dev/null
+++ b/gallery/phi-4-chat-fcall.yaml
@@ -0,0 +1,27 @@
+---
+name: "phi-4-chat"
+
+config_file: |
+  mmap: true
+  template:
+    chat_message: |
+      <|im_start|>{{ .RoleName }}<|im_sep|>
+      {{.Content}}<|im_end|>
+    chat: |
+      {{.Input}}
+      <|im_start|>assistant<|im_sep|>
+    completion: |
+      {{.Input}}
+    function: |
+      <|im_start|>system<|im_sep|>
+      You are an AI assistant that executes function calls, and these are the tools at your disposal:
+      {{range .Functions}}
+      {'type': 'function', 'function': {'name': '{{.Name}}', 'description': '{{.Description}}', 'parameters': {{toJson .Parameters}} }}
+      {{end}}
+      {{.Input}}<|im_end|>
+  context_size: 4096
+  f16: true
+  stopwords:
+  - <|end|>
+  - <|endoftext|>
+  - <|im_end|>

From 9ce71fe427e8ee3e1e3a8b00b7d00d2725270138 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@localai.io>
Date: Sun, 12 Jan 2025 11:50:40 +0100
Subject: [PATCH 011/679] fix(gallery): correct UL typo

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 2b546c0b..9fc6f077 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -24,7 +24,7 @@
       uri: huggingface://bartowski/phi-4-GGUF/phi-4-Q4_K_M.gguf
       sha256: 009aba717c09d4a35890c7d35eb59d54e1dba884c7c526e7197d9c13ab5911d9
 - !!merge <<: *phi4
-  url: "github:mudler/LocalAI/gallery/phi-4-fcall.yaml@master"
+  url: "github:mudler/LocalAI/gallery/phi-4-chat-fcall.yaml@master"
   name: "LocalAI-functioncall-phi-4-v0.1"
   icon: https://cdn-uploads.huggingface.co/production/uploads/647374aa7ff32a81ac6d35d4/Dzbdzn27KEc3K6zNNi070.png
   description: |

From 6a299c04a7e4a4e23188504bcb0e89488819ee1f Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 12 Jan 2025 18:33:51 +0100
Subject: [PATCH 012/679] feat(stablediffusion-ggml): respect build type
 (#4581)

* feat(stablediffusion-ggml): respect build type

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* combine libraries

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 Makefile                                      | 10 +--
 .../go/image/stablediffusion-ggml/Makefile    | 71 ++++++++++++++++++-
 backend/go/image/stablediffusion-ggml/gosd.go |  2 +-
 3 files changed, 71 insertions(+), 12 deletions(-)

diff --git a/Makefile b/Makefile
index 261f2833..0ec85bc3 100644
--- a/Makefile
+++ b/Makefile
@@ -302,14 +302,8 @@ sources/stablediffusion-ggml.cpp:
 	git checkout $(STABLEDIFFUSION_GGML_VERSION) && \
 	git submodule update --init --recursive --depth 1 --single-branch
 
-sources/stablediffusion-ggml.cpp/build/libstable-diffusion.a: sources/stablediffusion-ggml.cpp
-	cd sources/stablediffusion-ggml.cpp && \
-	mkdir -p build && \
-	cd build && \
-	cmake $(CMAKE_ARGS) .. && \
-	cmake --build . --config Release
-
-backend/go/image/stablediffusion-ggml/libsd.a: sources/stablediffusion-ggml.cpp/build/libstable-diffusion.a
+backend/go/image/stablediffusion-ggml/libsd.a: sources/stablediffusion-ggml.cpp
+	$(MAKE) -C backend/go/image/stablediffusion-ggml build/libstable-diffusion.a
 	$(MAKE) -C backend/go/image/stablediffusion-ggml libsd.a
 
 backend-assets/grpc/stablediffusion-ggml: backend/go/image/stablediffusion-ggml/libsd.a backend-assets/grpc
diff --git a/backend/go/image/stablediffusion-ggml/Makefile b/backend/go/image/stablediffusion-ggml/Makefile
index cca9bf6e..7c6d9a17 100644
--- a/backend/go/image/stablediffusion-ggml/Makefile
+++ b/backend/go/image/stablediffusion-ggml/Makefile
@@ -2,20 +2,85 @@ INCLUDE_PATH := $(abspath ./)
 LIBRARY_PATH := $(abspath ./)
 
 AR?=ar
-
+CMAKE_ARGS?=
 BUILD_TYPE?=
 # keep standard at C11 and C++11
 CXXFLAGS = -I. -I$(INCLUDE_PATH)/../../../../sources/stablediffusion-ggml.cpp/thirdparty -I$(INCLUDE_PATH)/../../../../sources/stablediffusion-ggml.cpp/ggml/include -I$(INCLUDE_PATH)/../../../../sources/stablediffusion-ggml.cpp -O3 -DNDEBUG -std=c++17 -fPIC
 
+# Disable Shared libs as we are linking on static gRPC and we can't mix shared and static
+CMAKE_ARGS+=-DBUILD_SHARED_LIBS=OFF
+
+# If build type is cublas, then we set -DGGML_CUDA=ON to CMAKE_ARGS automatically
+ifeq ($(BUILD_TYPE),cublas)
+	CMAKE_ARGS+=-DGGML_CUDA=ON
+# If build type is openblas then we set -DGGML_BLAS=ON -DGGML_BLAS_VENDOR=OpenBLAS
+# to CMAKE_ARGS automatically
+else ifeq ($(BUILD_TYPE),openblas)
+	CMAKE_ARGS+=-DGGML_BLAS=ON -DGGML_BLAS_VENDOR=OpenBLAS
+# If build type is clblas (openCL) we set -DGGML_CLBLAST=ON -DCLBlast_DIR=/some/path
+else ifeq ($(BUILD_TYPE),clblas)
+	CMAKE_ARGS+=-DGGML_CLBLAST=ON -DCLBlast_DIR=/some/path
+# If it's hipblas we do have also to set CC=/opt/rocm/llvm/bin/clang CXX=/opt/rocm/llvm/bin/clang++ 
+else ifeq ($(BUILD_TYPE),hipblas)
+	CMAKE_ARGS+=-DGGML_HIP=ON
+# If it's OSX, DO NOT embed the metal library - -DGGML_METAL_EMBED_LIBRARY=ON requires further investigation
+# But if it's OSX without metal, disable it here
+else ifeq ($(OS),Darwin)
+	ifneq ($(BUILD_TYPE),metal)
+		CMAKE_ARGS+=-DGGML_METAL=OFF
+	else
+		CMAKE_ARGS+=-DGGML_METAL=ON
+		CMAKE_ARGS+=-DGGML_METAL_EMBED_LIBRARY=ON
+		TARGET+=--target ggml-metal
+	endif
+endif
+
+ifeq ($(BUILD_TYPE),sycl_f16)
+	CMAKE_ARGS+=-DGGML_SYCL=ON -DCMAKE_C_COMPILER=icx -DCMAKE_CXX_COMPILER=icpx -DGGML_SYCL_F16=ON
+endif
+
+ifeq ($(BUILD_TYPE),sycl_f32)
+	CMAKE_ARGS+=-DGGML_SYCL=ON -DCMAKE_C_COMPILER=icx -DCMAKE_CXX_COMPILER=icpx
+endif
+
 # warnings
 CXXFLAGS += -Wall -Wextra -Wpedantic -Wcast-qual -Wno-unused-function
 
+# Find all .a archives in ARCHIVE_DIR
+# (ggml can have different backends cpu, cuda, etc., each backend generates a .a archive)
+GGML_ARCHIVE_DIR := build/ggml/src/
+ALL_ARCHIVES := $(shell find $(GGML_ARCHIVE_DIR) -type f -name '*.a')
+
+# Name of the single merged library
+COMBINED_LIB := libggmlall.a
+
+# Rule to merge all the .a files into one
+$(COMBINED_LIB): $(ALL_ARCHIVES)
+	@echo "Merging all .a into $(COMBINED_LIB)"
+	rm -f $@
+	mkdir -p merge-tmp
+	for a in $(ALL_ARCHIVES); do \
+		( cd merge-tmp && ar x ../$$a ); \
+	done
+	( cd merge-tmp && ar rcs ../$@ *.o )
+	# Ensure we have a proper index
+	ranlib $@
+	# Clean up
+	rm -rf merge-tmp
+
+build/libstable-diffusion.a:
+	mkdir -p build && \
+	cd build && \
+	cmake $(CMAKE_ARGS) ../../../../../sources/stablediffusion-ggml.cpp && \
+	cmake --build . --config Release
+	$(MAKE) $(COMBINED_LIB)
+
 gosd.o:
 	$(CXX) $(CXXFLAGS) gosd.cpp -o gosd.o -c
 
 libsd.a: gosd.o
-	cp $(INCLUDE_PATH)/../../../../sources/stablediffusion-ggml.cpp/build/libstable-diffusion.a ./libsd.a
+	cp $(INCLUDE_PATH)/build/libstable-diffusion.a ./libsd.a
 	$(AR) rcs libsd.a gosd.o
 
 clean:
-	rm -f gosd.o libsd.a
\ No newline at end of file
+	rm -rf gosd.o libsd.a build $(COMBINED_LIB)
\ No newline at end of file
diff --git a/backend/go/image/stablediffusion-ggml/gosd.go b/backend/go/image/stablediffusion-ggml/gosd.go
index 29d0033d..8c3bdb90 100644
--- a/backend/go/image/stablediffusion-ggml/gosd.go
+++ b/backend/go/image/stablediffusion-ggml/gosd.go
@@ -1,7 +1,7 @@
 package main
 
 // #cgo CXXFLAGS: -I${SRCDIR}/../../../../sources/stablediffusion-ggml.cpp/thirdparty -I${SRCDIR}/../../../../sources/stablediffusion-ggml.cpp -I${SRCDIR}/../../../../sources/stablediffusion-ggml.cpp/ggml/include
-// #cgo LDFLAGS: -L${SRCDIR}/ -L${SRCDIR}/../../../../sources/stablediffusion-ggml.cpp/build/ggml/src/ggml-cpu -L${SRCDIR}/../../../../sources/stablediffusion-ggml.cpp/build/ggml/src -lsd -lstdc++ -lm -lggml -lggml-base -lggml-cpu -lgomp
+// #cgo LDFLAGS: -L${SRCDIR}/ -lsd -lstdc++ -lm -lggmlall -lgomp
 // #include <gosd.h>
 // #include <stdlib.h>
 import "C"

From 9fdb44323dd2d345886f15932586c4d178c2ba95 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 12 Jan 2025 18:50:41 +0100
Subject: [PATCH 013/679] chore(model gallery): add
 LocalAI-functioncall-phi-4-v0.2 (#4589)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 17 +++++++++++++++++
 1 file changed, 17 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 9fc6f077..7eb9d479 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -23,6 +23,23 @@
     - filename: phi-4-Q4_K_M.gguf
       uri: huggingface://bartowski/phi-4-GGUF/phi-4-Q4_K_M.gguf
       sha256: 009aba717c09d4a35890c7d35eb59d54e1dba884c7c526e7197d9c13ab5911d9
+- !!merge <<: *phi4
+  url: "github:mudler/LocalAI/gallery/phi-4-chat-fcall.yaml@master"
+  name: "LocalAI-functioncall-phi-4-v0.2"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/647374aa7ff32a81ac6d35d4/Dzbdzn27KEc3K6zNNi070.png
+  description: |
+    A model tailored to be conversational and execute function calls with LocalAI. This model is based on phi-4.
+    This is the second iteration of https://huggingface.co/mudler/LocalAI-functioncall-phi-4-v0.1 with added CoT (o1) capabilities from the marco-o1 dataset.
+  urls:
+    - https://huggingface.co/mudler/LocalAI-functioncall-phi-4-v0.2
+    - https://huggingface.co/mudler/localai-functioncall-phi-4-v0.2-Q4_K_M-GGUF
+  overrides:
+    parameters:
+      model: localai-functioncall-phi-4-v0.2-q4_k_m.gguf
+  files:
+    - filename: localai-functioncall-phi-4-v0.2-q4_k_m.gguf
+      uri: huggingface://mudler/localai-functioncall-phi-4-v0.2-Q4_K_M-GGUF/localai-functioncall-phi-4-v0.2-q4_k_m.gguf
+      sha256: 681b5fb5070f23323a9cc8cbd1306b1c348c2f292041d3ba2335b26b071757b7
 - !!merge <<: *phi4
   url: "github:mudler/LocalAI/gallery/phi-4-chat-fcall.yaml@master"
   name: "LocalAI-functioncall-phi-4-v0.1"

From aea71dd2c6e6cd7ddd4f9ccd3bb3ae0b714b6176 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 12 Jan 2025 22:07:01 +0100
Subject: [PATCH 014/679] fix(stablediffusion-ggml): correctly enable sycl
 (#4591)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 backend/go/image/stablediffusion-ggml/Makefile | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/backend/go/image/stablediffusion-ggml/Makefile b/backend/go/image/stablediffusion-ggml/Makefile
index 7c6d9a17..9d6b6597 100644
--- a/backend/go/image/stablediffusion-ggml/Makefile
+++ b/backend/go/image/stablediffusion-ggml/Makefile
@@ -36,11 +36,11 @@ else ifeq ($(OS),Darwin)
 endif
 
 ifeq ($(BUILD_TYPE),sycl_f16)
-	CMAKE_ARGS+=-DGGML_SYCL=ON -DCMAKE_C_COMPILER=icx -DCMAKE_CXX_COMPILER=icpx -DGGML_SYCL_F16=ON
+	CMAKE_ARGS+=-DGGML_SYCL=ON -DCMAKE_C_COMPILER=icx -DCMAKE_CXX_COMPILER=icpx -DGGML_SYCL_F16=ON -DSD_SYCL=ON -DGGML_SYCL_F16=ON
 endif
 
 ifeq ($(BUILD_TYPE),sycl_f32)
-	CMAKE_ARGS+=-DGGML_SYCL=ON -DCMAKE_C_COMPILER=icx -DCMAKE_CXX_COMPILER=icpx
+	CMAKE_ARGS+=-DGGML_SYCL=ON -DCMAKE_C_COMPILER=icx -DCMAKE_CXX_COMPILER=icpx -DSD_SYCL=ON
 endif
 
 # warnings

From 8d82afb5958b590310b4edb8aeb1a9f72e202b2d Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 13 Jan 2025 10:11:48 +0100
Subject: [PATCH 015/679] fix(stablediffusion-ggml): enable oneapi before build
 (#4593)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 backend/go/image/stablediffusion-ggml/Makefile | 10 ++++++++++
 1 file changed, 10 insertions(+)

diff --git a/backend/go/image/stablediffusion-ggml/Makefile b/backend/go/image/stablediffusion-ggml/Makefile
index 9d6b6597..259d4d38 100644
--- a/backend/go/image/stablediffusion-ggml/Makefile
+++ b/backend/go/image/stablediffusion-ggml/Makefile
@@ -4,6 +4,7 @@ LIBRARY_PATH := $(abspath ./)
 AR?=ar
 CMAKE_ARGS?=
 BUILD_TYPE?=
+ONEAPI_VARS?=/opt/intel/oneapi/setvars.sh
 # keep standard at C11 and C++11
 CXXFLAGS = -I. -I$(INCLUDE_PATH)/../../../../sources/stablediffusion-ggml.cpp/thirdparty -I$(INCLUDE_PATH)/../../../../sources/stablediffusion-ggml.cpp/ggml/include -I$(INCLUDE_PATH)/../../../../sources/stablediffusion-ggml.cpp -O3 -DNDEBUG -std=c++17 -fPIC
 
@@ -69,10 +70,19 @@ $(COMBINED_LIB): $(ALL_ARCHIVES)
 	rm -rf merge-tmp
 
 build/libstable-diffusion.a:
+	@echo "Building SD with $(BUILD_TYPE) build type and $(CMAKE_ARGS)"
+ifneq (,$(findstring sycl,$(BUILD_TYPE)))
+	+bash -c "source $(ONEAPI_VARS); \
+	mkdir -p build && \
+	cd build && \
+	cmake $(CMAKE_ARGS) ../../../../../sources/stablediffusion-ggml.cpp && \
+	cmake --build . --config Release"
+else
 	mkdir -p build && \
 	cd build && \
 	cmake $(CMAKE_ARGS) ../../../../../sources/stablediffusion-ggml.cpp && \
 	cmake --build . --config Release
+endif
 	$(MAKE) $(COMBINED_LIB)
 
 gosd.o:

From ab5adf40af1994ffe5bbae735252c7ea88755d0f Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 13 Jan 2025 17:33:06 +0100
Subject: [PATCH 016/679] =?UTF-8?q?chore(deps):=20bump=20llama.cpp=20to=20?=
 =?UTF-8?q?'924518e2e5726e81f3aeb2518fb85963a500e=E2=80=A6=20(#4592)?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

chore(deps): bump llama.cpp to '924518e2e5726e81f3aeb2518fb85963a500e93a'

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 Makefile                          |  2 +-
 backend/cpp/llama/grpc-server.cpp | 42 +++++++++++++------------------
 2 files changed, 19 insertions(+), 25 deletions(-)

diff --git a/Makefile b/Makefile
index 0ec85bc3..4392980b 100644
--- a/Makefile
+++ b/Makefile
@@ -8,7 +8,7 @@ DETECT_LIBS?=true
 # llama.cpp versions
 GOLLAMA_REPO?=https://github.com/go-skynet/go-llama.cpp
 GOLLAMA_VERSION?=2b57a8ae43e4699d3dc5d1496a1ccd42922993be
-CPPLLAMA_VERSION?=c05e8c9934f94fde49bc1bc9dc51eed282605150
+CPPLLAMA_VERSION?=924518e2e5726e81f3aeb2518fb85963a500e93a
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp
diff --git a/backend/cpp/llama/grpc-server.cpp b/backend/cpp/llama/grpc-server.cpp
index 7632aebc..f0a16ffa 100644
--- a/backend/cpp/llama/grpc-server.cpp
+++ b/backend/cpp/llama/grpc-server.cpp
@@ -428,6 +428,7 @@ struct llama_server_context
 {
     llama_model *model = nullptr;
     llama_context *ctx = nullptr;
+    const llama_vocab * vocab = nullptr;
 
     clip_ctx *clp_ctx = nullptr;
 
@@ -439,6 +440,7 @@ struct llama_server_context
     bool clean_kv_cache     = true;
     bool all_slots_are_idle = false;
     bool add_bos_token      = true;
+    bool has_eos_token      = true;
 
     int32_t n_ctx;  // total context for all clients / slots
 
@@ -502,7 +504,7 @@ struct llama_server_context
 
         if (multimodal) {
             const int n_embd_clip = clip_n_mmproj_embd(clp_ctx);
-            const int n_embd_llm  = llama_n_embd(model);
+            const int n_embd_llm  = llama_model_n_embd(model);
             if (n_embd_clip != n_embd_llm) {
                 LOG("%s: embedding dim of the multimodal projector (%d) is not equal to that of LLaMA (%d). Make sure that you use the correct mmproj file.\n", __func__, n_embd_clip, n_embd_llm);
                 llama_free(ctx);
@@ -511,23 +513,15 @@ struct llama_server_context
             }
         }
 
+        vocab = llama_model_get_vocab(model);
         n_ctx = llama_n_ctx(ctx);
 
-        add_bos_token = llama_add_bos_token(model);
+        add_bos_token = llama_vocab_get_add_bos(vocab);
+        has_eos_token = llama_vocab_eos(vocab) != LLAMA_TOKEN_NULL;
 
         return true;
     }
 
-    void validate_model_chat_template(server_params & sparams) {
-        llama_chat_message chat[] = {{"user", "test"}};
-        std::vector<char> buf(1);
-        int res = llama_chat_apply_template(model, nullptr, chat, 1, true, buf.data(), buf.size());
-        if (res < 0) {
-            LOG_ERR("The chat template comes with this model is not yet supported, falling back to chatml. This may cause the model to output suboptimal responses", __func__);
-            sparams.chat_template = "<|im_start|>"; // llama_chat_apply_template only checks if <|im_start|> exist in the template
-        }
-    }
-
     llama_client_slot* get_active_slot() {
         for (llama_client_slot& slot : slots) {
             // Check if the slot is currently processing
@@ -725,8 +719,8 @@ struct llama_server_context
             slot->prompt = "";
         }
 
-        if (json_value(data, "ignore_eos", false)) {
-                slot->sparams.logit_bias.push_back({llama_token_eos(model), -INFINITY});
+        if (json_value(data, "ignore_eos", false) && has_eos_token) {
+                slot->sparams.logit_bias.push_back({llama_vocab_eos(vocab), -INFINITY});
         }
         /*
         slot->sparams.penalty_prompt_tokens.clear();
@@ -765,13 +759,13 @@ struct llama_server_context
             }
         }
       */
-
         slot->sparams.logit_bias.clear();
 
         const auto &logit_bias = data.find("logit_bias");
         if (logit_bias != data.end() && logit_bias->is_array())
         {
-            const int n_vocab = llama_n_vocab(model);
+            const llama_vocab * vocab = llama_model_get_vocab(model);
+            const int n_vocab = llama_vocab_n_tokens(vocab);
             for (const auto &el : *logit_bias)
             {
                 if (el.is_array() && el.size() == 2)
@@ -800,7 +794,7 @@ struct llama_server_context
                     }
                     else if (el[0].is_string())
                     {
-                        auto toks = common_tokenize(model, el[0].get<std::string>(), false);
+                        auto toks = common_tokenize(vocab, el[0].get<std::string>(), false);
                         for (auto tok : toks)
                         {
                             slot->sparams.logit_bias.push_back({tok, bias});
@@ -1130,7 +1124,7 @@ struct llama_server_context
             slot.has_next_token = false;
         }
 
-        if (result.tok == llama_token_eos(model))
+        if (result.tok == llama_vocab_eos(vocab) || llama_vocab_is_eog(vocab, result.tok))
         {
             slot.stopped_eos = true;
             slot.has_next_token = false;
@@ -1325,7 +1319,7 @@ struct llama_server_context
         res.error = false;
         res.stop = true;
 
-        const int n_embd = llama_n_embd(model);
+        const int n_embd = llama_model_n_embd(model);
         if (!params.embedding)
         {
             LOG_WARNING("embedding disabled", {
@@ -1424,7 +1418,7 @@ struct llama_server_context
                     n_eval = n_batch;
                 }
 
-                const int n_embd = llama_n_embd(model);
+                const int n_embd = llama_model_n_embd(model);
                 float * embd = img.image_embedding + i * n_embd;
                 llava_embd_batch llava_batch = llava_embd_batch(embd, n_eval, slot.n_past, 0);
                 if (llama_decode(ctx, llava_batch.batch))
@@ -1705,11 +1699,11 @@ struct llama_server_context
                             suffix_tokens.erase(suffix_tokens.begin());
                         }
 
-                        prefix_tokens.insert(prefix_tokens.begin(), llama_token_prefix(model));
-                        prefix_tokens.insert(prefix_tokens.begin(), llama_token_bos(model)); // always add BOS
-                        prefix_tokens.insert(prefix_tokens.end(),   llama_token_suffix(model));
+                        prefix_tokens.insert(prefix_tokens.begin(), llama_vocab_fim_pre(vocab));
+                        prefix_tokens.insert(prefix_tokens.begin(), llama_vocab_bos(vocab)); // always add BOS
+                        prefix_tokens.insert(prefix_tokens.end(),   llama_vocab_fim_suf(vocab));
                         prefix_tokens.insert(prefix_tokens.end(),   suffix_tokens.begin(), suffix_tokens.end());
-                        prefix_tokens.push_back(llama_token_middle(model));
+                        prefix_tokens.push_back(llama_vocab_fim_mid(vocab));
                         prompt_tokens = prefix_tokens;
                     }
                     else

From b0ead0bf12e8f08ea69065c0682d2a634795e932 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 13 Jan 2025 21:17:11 +0000
Subject: [PATCH 017/679] chore(deps): Bump securego/gosec from 2.21.4 to
 2.22.0 (#4594)

Bumps [securego/gosec](https://github.com/securego/gosec) from 2.21.4 to 2.22.0.
- [Release notes](https://github.com/securego/gosec/releases)
- [Changelog](https://github.com/securego/gosec/blob/master/.goreleaser.yml)
- [Commits](https://github.com/securego/gosec/compare/v2.21.4...v2.22.0)

---
updated-dependencies:
- dependency-name: securego/gosec
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 .github/workflows/secscan.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/secscan.yaml b/.github/workflows/secscan.yaml
index 3fd808e1..228ac1d9 100644
--- a/.github/workflows/secscan.yaml
+++ b/.github/workflows/secscan.yaml
@@ -18,7 +18,7 @@ jobs:
         if: ${{ github.actor != 'dependabot[bot]' }}
       - name: Run Gosec Security Scanner
         if: ${{ github.actor != 'dependabot[bot]' }}
-        uses: securego/gosec@v2.21.4
+        uses: securego/gosec@v2.22.0
         with:
           # we let the report trigger content trigger a failure using the GitHub Security features.
           args: '-no-fail -fmt sarif -out results.sarif ./...'

From 0c02512f159bfac0e04e5e7bfebfe1170e3bb505 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Tue, 14 Jan 2025 09:07:20 +0100
Subject: [PATCH 018/679] chore: :arrow_up: Update ggerganov/llama.cpp to
 `504af20ee4eae72080a56d59d744f6774f7901ce` (#4597)

:arrow_up: Update ggerganov/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 4392980b..fd05703e 100644
--- a/Makefile
+++ b/Makefile
@@ -8,7 +8,7 @@ DETECT_LIBS?=true
 # llama.cpp versions
 GOLLAMA_REPO?=https://github.com/go-skynet/go-llama.cpp
 GOLLAMA_VERSION?=2b57a8ae43e4699d3dc5d1496a1ccd42922993be
-CPPLLAMA_VERSION?=924518e2e5726e81f3aeb2518fb85963a500e93a
+CPPLLAMA_VERSION?=504af20ee4eae72080a56d59d744f6774f7901ce
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 69c6e5b1924e9e6d7cbb13edb8dfab45ef729f12 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 14 Jan 2025 09:17:55 +0100
Subject: [PATCH 019/679] chore(stablediffusion-ggml): disable sycl
 optimizations (#4598)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 backend/go/image/stablediffusion-ggml/Makefile | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/backend/go/image/stablediffusion-ggml/Makefile b/backend/go/image/stablediffusion-ggml/Makefile
index 259d4d38..f92c3a77 100644
--- a/backend/go/image/stablediffusion-ggml/Makefile
+++ b/backend/go/image/stablediffusion-ggml/Makefile
@@ -36,13 +36,13 @@ else ifeq ($(OS),Darwin)
 	endif
 endif
 
-ifeq ($(BUILD_TYPE),sycl_f16)
-	CMAKE_ARGS+=-DGGML_SYCL=ON -DCMAKE_C_COMPILER=icx -DCMAKE_CXX_COMPILER=icpx -DGGML_SYCL_F16=ON -DSD_SYCL=ON -DGGML_SYCL_F16=ON
-endif
+# ifeq ($(BUILD_TYPE),sycl_f16)
+# 	CMAKE_ARGS+=-DGGML_SYCL=ON -DCMAKE_C_COMPILER=icx -DCMAKE_CXX_COMPILER=icpx -DGGML_SYCL_F16=ON -DSD_SYCL=ON -DGGML_SYCL_F16=ON
+# endif
 
-ifeq ($(BUILD_TYPE),sycl_f32)
-	CMAKE_ARGS+=-DGGML_SYCL=ON -DCMAKE_C_COMPILER=icx -DCMAKE_CXX_COMPILER=icpx -DSD_SYCL=ON
-endif
+# ifeq ($(BUILD_TYPE),sycl_f32)
+# 	CMAKE_ARGS+=-DGGML_SYCL=ON -DCMAKE_C_COMPILER=icx -DCMAKE_CXX_COMPILER=icpx -DSD_SYCL=ON
+# endif
 
 # warnings
 CXXFLAGS += -Wall -Wextra -Wpedantic -Wcast-qual -Wno-unused-function

From 1b3e89c89c1e82b98cdfd231d4c44ae491f3cd83 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 14 Jan 2025 09:27:18 +0100
Subject: [PATCH 020/679] chore(model gallery): add
 LocalAI-functioncall-phi-4-v0.3 (#4599)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml            | 16 ++++++++++++++++
 gallery/phi-4-chat-fcall.yaml | 10 ++++++++++
 2 files changed, 26 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 7eb9d479..bb0339bb 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -23,6 +23,22 @@
     - filename: phi-4-Q4_K_M.gguf
       uri: huggingface://bartowski/phi-4-GGUF/phi-4-Q4_K_M.gguf
       sha256: 009aba717c09d4a35890c7d35eb59d54e1dba884c7c526e7197d9c13ab5911d9
+- !!merge <<: *phi4
+  url: "github:mudler/LocalAI/gallery/phi-4-chat-fcall.yaml@master"
+  name: "LocalAI-functioncall-phi-4-v0.3"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/647374aa7ff32a81ac6d35d4/Dzbdzn27KEc3K6zNNi070.png
+  urls:
+    - https://huggingface.co/mudler/LocalAI-functioncall-phi-4-v0.3
+    - https://huggingface.co/mudler/LocalAI-functioncall-phi-4-v0.3-Q4_K_M-GGUF
+  description: |
+    A model tailored to be conversational and execute function calls with LocalAI. This model is based on phi-4.
+  overrides:
+    parameters:
+      model: localai-functioncall-phi-4-v0.3-q4_k_m.gguf
+  files:
+    - filename: localai-functioncall-phi-4-v0.3-q4_k_m.gguf
+      sha256: 23fee048ded2a6e2e1a7b6bbefa6cbf83068f194caa9552aecbaa00fec8a16d5
+      uri: huggingface://mudler/LocalAI-functioncall-phi-4-v0.3-Q4_K_M-GGUF/localai-functioncall-phi-4-v0.3-q4_k_m.gguf
 - !!merge <<: *phi4
   url: "github:mudler/LocalAI/gallery/phi-4-chat-fcall.yaml@master"
   name: "LocalAI-functioncall-phi-4-v0.2"
diff --git a/gallery/phi-4-chat-fcall.yaml b/gallery/phi-4-chat-fcall.yaml
index a6fa261e..23c2e53d 100644
--- a/gallery/phi-4-chat-fcall.yaml
+++ b/gallery/phi-4-chat-fcall.yaml
@@ -3,6 +3,16 @@ name: "phi-4-chat"
 
 config_file: |
   mmap: true
+  function:
+    json_regex_match:
+    - "(?s)<Output>(.*?)</Output>"
+    capture_llm_results:
+      - (?s)<Thought>(.*?)</Thought>
+    replace_llm_results:
+      - key: (?s)<Thought>(.*?)</Thought>
+        value: ""
+    grammar:
+      properties_order: "name,arguments"
   template:
     chat_message: |
       <|im_start|>{{ .RoleName }}<|im_sep|>

From 5414c294c4d2e57f1f0e09da14e341a5cd846e2b Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 14 Jan 2025 09:29:25 +0100
Subject: [PATCH 021/679] chore(model gallery): add negative-anubis-70b-v1
 (#4600)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 21 +++++++++++++++++++++
 1 file changed, 21 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index bb0339bb..31468321 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -380,6 +380,27 @@
     - filename: Negative_LLAMA_70B-Q4_K_M.gguf
       sha256: 023c6bd38f6a66178529e6bb77b6e76379ae3ee031adc6885531986aa12750d9
       uri: huggingface://bartowski/Negative_LLAMA_70B-GGUF/Negative_LLAMA_70B-Q4_K_M.gguf
+- !!merge <<: *llama33
+  name: "negative-anubis-70b-v1"
+  icon: https://huggingface.co/knifeayumu/Negative-Anubis-70B-v1/resolve/main/Negative-Anubis.png
+  urls:
+    - https://huggingface.co/knifeayumu/Negative-Anubis-70B-v1
+    - https://huggingface.co/bartowski/Negative-Anubis-70B-v1-GGUF
+  description: |
+    Enjoyed SicariusSicariiStuff/Negative_LLAMA_70B but the prose was too dry for my tastes. So I merged it with TheDrummer/Anubis-70B-v1 for verbosity. Anubis has positivity bias so Negative could balance things out.
+
+    This is a merge of pre-trained language models created using mergekit.
+
+    The following models were included in the merge:
+    SicariusSicariiStuff/Negative_LLAMA_70B
+    TheDrummer/Anubis-70B-v1
+  overrides:
+    parameters:
+      model: Negative-Anubis-70B-v1-Q4_K_M.gguf
+  files:
+    - filename: Negative-Anubis-70B-v1-Q4_K_M.gguf
+      sha256: ac088da9ca70fffaa70c876fbada9fc5a02e7d6049ef68f16b11a9c3256f2510
+      uri: huggingface://bartowski/Negative-Anubis-70B-v1-GGUF/Negative-Anubis-70B-v1-Q4_K_M.gguf
 - &rwkv
   url: "github:mudler/LocalAI/gallery/rwkv.yaml@master"
   name: "rwkv-6-world-7b"

From 62abe0d2c9c6492213039a7ccbbecaa40808791d Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 14 Jan 2025 09:33:19 +0100
Subject: [PATCH 022/679] chore(model gallery): add qwen2.5-72b-rp-ink (#4601)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 16 ++++++++++++++++
 1 file changed, 16 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 31468321..a46d47d6 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -3106,6 +3106,22 @@
     - filename: Sky-T1-32B-Preview-Q4_K_M.gguf
       sha256: c735912a582f10e4769461586a02e5b98ef43c2895ec11923b8c4f157e7909e5
       uri: huggingface://bartowski/Sky-T1-32B-Preview-GGUF/Sky-T1-32B-Preview-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "qwen2.5-72b-rp-ink"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/634262af8d8089ebaefd410e/M9KSL64gppBVatmTdoQnG.png
+  urls:
+    - https://huggingface.co/allura-org/Qwen2.5-72b-RP-Ink
+    - https://huggingface.co/bartowski/Qwen2.5-72b-RP-Ink-GGUF
+  description: |
+    A roleplay-focused LoRA finetune of Qwen 2.5 72b Instruct. Methodology and hyperparams inspired by SorcererLM and Slush.
+    Yet another model in the Ink series, following in the footsteps of the 32b one and the Nemo one
+  overrides:
+    parameters:
+      model: Qwen2.5-72b-RP-Ink-Q4_K_M.gguf
+  files:
+    - filename: Qwen2.5-72b-RP-Ink-Q4_K_M.gguf
+      sha256: 2c2bf785dc5798403e0ccf6c4f5f9d7d53fcfb0c0b28855c584e09be88f91517
+      uri: huggingface://bartowski/Qwen2.5-72b-RP-Ink-GGUF/Qwen2.5-72b-RP-Ink-Q4_K_M.gguf
 - &smollm
   ## SmolLM
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master"

From b8d74e52b1e400a52a747a3a89ac3f6338c6ad4b Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 14 Jan 2025 09:41:30 +0100
Subject: [PATCH 023/679] chore(model gallery): add steiner-32b-preview (#4602)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 16 ++++++++++++++++
 1 file changed, 16 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index a46d47d6..258994e9 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -3122,6 +3122,22 @@
     - filename: Qwen2.5-72b-RP-Ink-Q4_K_M.gguf
       sha256: 2c2bf785dc5798403e0ccf6c4f5f9d7d53fcfb0c0b28855c584e09be88f91517
       uri: huggingface://bartowski/Qwen2.5-72b-RP-Ink-GGUF/Qwen2.5-72b-RP-Ink-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "steiner-32b-preview"
+  urls:
+    - https://huggingface.co/peakji/steiner-32b-preview
+    - https://huggingface.co/bartowski/steiner-32b-preview-GGUF
+  description: |
+    Steiner is a series of reasoning models trained on synthetic data using reinforcement learning. These models can explore multiple reasoning paths in an autoregressive manner during inference and autonomously verify or backtrack when necessary, enabling a linear traversal of the implicit search tree.
+
+    Steiner is a personal interest project by Yichao 'Peak' Ji, inspired by OpenAI o1. The ultimate goal is to reproduce o1 and validate the inference-time scaling curves. The Steiner-preview model is currently a work-in-progress. The reason for open-sourcing it is that I’ve found automated evaluation methods, primarily based on multiple-choice questions, struggle to fully reflect the progress of reasoning models. In fact, the assumption that "the correct answer is always among the options" doesn’t align well with real-world reasoning scenarios, as it encourages models to perform substitution-based validation rather than open-ended exploration. For this reason, I’ve chosen to open-source these intermediate results and, when time permits, to build in public. This approach allows me to share knowledge while also gathering more evaluations and feedback from real human users.
+  overrides:
+    parameters:
+      model: steiner-32b-preview-Q4_K_M.gguf
+  files:
+    - filename: steiner-32b-preview-Q4_K_M.gguf
+      sha256: 1d7bf6d6dc8db8c81b3e71dc89756cd23417bb0a645b7dcdd1f9457781a88652
+      uri: huggingface://bartowski/steiner-32b-preview-GGUF/steiner-32b-preview-Q4_K_M.gguf
 - &smollm
   ## SmolLM
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master"

From d7dee3a5ecd7d3e60ba699ed6f12bc8d75213ffd Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 14 Jan 2025 11:13:16 +0100
Subject: [PATCH 024/679] feat(diffusers): add support for Sana pipelines
 (#4603)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 backend/python/diffusers/backend.py | 9 ++++++++-
 1 file changed, 8 insertions(+), 1 deletion(-)

diff --git a/backend/python/diffusers/backend.py b/backend/python/diffusers/backend.py
index f1b447b4..c9aa02bc 100755
--- a/backend/python/diffusers/backend.py
+++ b/backend/python/diffusers/backend.py
@@ -17,7 +17,7 @@ import backend_pb2_grpc
 
 import grpc
 
-from diffusers import StableDiffusion3Pipeline, StableDiffusionXLPipeline, StableDiffusionDepth2ImgPipeline, DPMSolverMultistepScheduler, StableDiffusionPipeline, DiffusionPipeline, \
+from diffusers import SanaPipeline, StableDiffusion3Pipeline, StableDiffusionXLPipeline, StableDiffusionDepth2ImgPipeline, DPMSolverMultistepScheduler, StableDiffusionPipeline, DiffusionPipeline, \
     EulerAncestralDiscreteScheduler, FluxPipeline, FluxTransformer2DModel
 from diffusers import StableDiffusionImg2ImgPipeline, AutoPipelineForText2Image, ControlNetModel, StableVideoDiffusionPipeline
 from diffusers.pipelines.stable_diffusion import safety_checker
@@ -275,6 +275,13 @@ class BackendServicer(backend_pb2_grpc.BackendServicer):
 
                     if request.LowVRAM:
                         self.pipe.enable_model_cpu_offload()
+            elif request.PipelineType == "SanaPipeline":
+                self.pipe = SanaPipeline.from_pretrained(
+                    request.Model,
+                    variant="bf16",
+                    torch_dtype=torch.bfloat16)
+                self.pipe.vae.to(torch.bfloat16)
+                self.pipe.text_encoder.to(torch.bfloat16)
 
             if CLIPSKIP and request.CLIPSkip != 0:
                 self.clip_skip = request.CLIPSkip

From f053f7bde224b0b64d6d6daf7a3ffa7e2036d6db Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Tue, 14 Jan 2025 23:16:33 +0100
Subject: [PATCH 025/679] chore: :arrow_up: Update ggerganov/llama.cpp to
 `b4d92a59a20eea400d8dd30844a339b76210daa0` (#4606)

:arrow_up: Update ggerganov/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index fd05703e..4c01621d 100644
--- a/Makefile
+++ b/Makefile
@@ -8,7 +8,7 @@ DETECT_LIBS?=true
 # llama.cpp versions
 GOLLAMA_REPO?=https://github.com/go-skynet/go-llama.cpp
 GOLLAMA_VERSION?=2b57a8ae43e4699d3dc5d1496a1ccd42922993be
-CPPLLAMA_VERSION?=504af20ee4eae72080a56d59d744f6774f7901ce
+CPPLLAMA_VERSION?=b4d92a59a20eea400d8dd30844a339b76210daa0
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 792b866727454520c47bd04bc75975cd0caab876 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Wed, 15 Jan 2025 15:46:27 +0100
Subject: [PATCH 026/679] Update README.md

Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
---
 README.md | 10 ++--------
 1 file changed, 2 insertions(+), 8 deletions(-)

diff --git a/README.md b/README.md
index caf36bcf..ec4db188 100644
--- a/README.md
+++ b/README.md
@@ -92,19 +92,15 @@ local-ai run oci://localai/phi-2:latest
 
 ## 📰 Latest project news
 
+- January 2025: SANA support in diffusers: https://github.com/mudler/LocalAI/pull/4603
 - Dec 2024: stablediffusion.cpp backend (ggml) added ( https://github.com/mudler/LocalAI/pull/4289 )
 - Nov 2024: Bark.cpp backend added ( https://github.com/mudler/LocalAI/pull/4287 )
 - Nov 2024: Voice activity detection models (**VAD**) added to the API: https://github.com/mudler/LocalAI/pull/4204
 - Oct 2024: examples moved to [LocalAI-examples](https://github.com/mudler/LocalAI-examples)
 - Aug 2024:  🆕 FLUX-1, [P2P Explorer](https://explorer.localai.io)
-- July 2024: 🔥🔥 🆕 P2P Dashboard, LocalAI Federated mode and AI Swarms: https://github.com/mudler/LocalAI/pull/2723
-- June 2024: 🆕 You can browse now the model gallery without LocalAI! Check out https://models.localai.io
-- June 2024: Support for models from OCI registries: https://github.com/mudler/LocalAI/pull/2628
+- July 2024: 🔥🔥 🆕 P2P Dashboard, LocalAI Federated mode and AI Swarms: https://github.com/mudler/LocalAI/pull/2723. P2P Global community pools: https://github.com/mudler/LocalAI/issues/3113
 - May 2024: 🔥🔥 Decentralized P2P llama.cpp:  https://github.com/mudler/LocalAI/pull/2343 (peer2peer llama.cpp!) 👉 Docs  https://localai.io/features/distribute/
-- May 2024: 🔥🔥 Openvoice: https://github.com/mudler/LocalAI/pull/2334
-- May 2024: 🆕 Function calls without grammars and mixed mode: https://github.com/mudler/LocalAI/pull/2328
 - May 2024: 🔥🔥 Distributed inferencing: https://github.com/mudler/LocalAI/pull/2324
-- May 2024: Chat, TTS, and Image generation in the WebUI: https://github.com/mudler/LocalAI/pull/2222
 - April 2024: Reranker API: https://github.com/mudler/LocalAI/pull/2121
 
 Roadmap items: [List of issues](https://github.com/mudler/LocalAI/issues?q=is%3Aissue+is%3Aopen+label%3Aroadmap)
@@ -113,12 +109,10 @@ Roadmap items: [List of issues](https://github.com/mudler/LocalAI/issues?q=is%3A
 
 - Multimodal with vLLM and Video understanding: https://github.com/mudler/LocalAI/pull/3729
 - Realtime API https://github.com/mudler/LocalAI/issues/3714
-- 🔥🔥 Distributed, P2P Global community pools: https://github.com/mudler/LocalAI/issues/3113
 - WebUI improvements: https://github.com/mudler/LocalAI/issues/2156
 - Backends v2: https://github.com/mudler/LocalAI/issues/1126
 - Improving UX v2: https://github.com/mudler/LocalAI/issues/1373
 - Assistant API: https://github.com/mudler/LocalAI/issues/1273
-- Moderation endpoint: https://github.com/mudler/LocalAI/issues/999
 - Vulkan: https://github.com/mudler/LocalAI/issues/1647
 - Anthropic API: https://github.com/mudler/LocalAI/issues/1808
 

From 5bba5edf451407e7c969940d4df4d9ce89c081b2 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Wed, 15 Jan 2025 15:46:45 +0100
Subject: [PATCH 027/679] chore(model gallery): add qwerus-7b (#4609)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 16 ++++++++++++++++
 1 file changed, 16 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 258994e9..5ef8d2ce 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -3138,6 +3138,22 @@
     - filename: steiner-32b-preview-Q4_K_M.gguf
       sha256: 1d7bf6d6dc8db8c81b3e71dc89756cd23417bb0a645b7dcdd1f9457781a88652
       uri: huggingface://bartowski/steiner-32b-preview-GGUF/steiner-32b-preview-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "qwerus-7b"
+  urls:
+    - https://huggingface.co/mlabonne/Qwerus-7B
+    - https://huggingface.co/bartowski/Qwerus-7B-GGUF
+  description: |
+    Qwerus-7B is a merge of the following models using LazyMergekit:
+    PRIME-RL/Eurus-2-7B-PRIME
+    Qwen/Qwen2.5-7B-Instruct
+  overrides:
+    parameters:
+      model: Qwerus-7B-Q4_K_M.gguf
+  files:
+    - filename: Qwerus-7B-Q4_K_M.gguf
+      sha256: 3676629e8092a59f523393e6eb5072727f5213a9e03b7b81141f05a33743e20c
+      uri: huggingface://bartowski/Qwerus-7B-GGUF/Qwerus-7B-Q4_K_M.gguf
 - &smollm
   ## SmolLM
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master"

From 482c6b8be4382d0b91af8bc576b9ca5bd35eff8f Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Wed, 15 Jan 2025 15:51:50 +0100
Subject: [PATCH 028/679] chore(model gallery): add l3.3-ms-nevoria-70b (#4610)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 17 +++++++++++++++++
 1 file changed, 17 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 5ef8d2ce..bed32d34 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -401,6 +401,23 @@
     - filename: Negative-Anubis-70B-v1-Q4_K_M.gguf
       sha256: ac088da9ca70fffaa70c876fbada9fc5a02e7d6049ef68f16b11a9c3256f2510
       uri: huggingface://bartowski/Negative-Anubis-70B-v1-GGUF/Negative-Anubis-70B-v1-Q4_K_M.gguf
+- !!merge <<: *llama33
+  name: "l3.3-ms-nevoria-70b"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/64545af5ec40bbbd01242ca6/dtlCF4LbekmDD2y3LNpdH.jpeg
+  urls:
+    - https://huggingface.co/Steelskull/L3.3-MS-Nevoria-70b
+    - https://huggingface.co/bartowski/L3.3-MS-Nevoria-70b-GGUF
+  description: |
+    This model was created as I liked the storytelling of EVA, the prose and details of scenes from EURYALE and Anubis, enhanced with Negative_LLAMA to kill off the positive bias with a touch of nemotron sprinkeled in.
+
+    The choice to use the lorablated model as a base was intentional - while it might seem counterintuitive, this approach creates unique interactions between the weights, similar to what was achieved in the original Astoria model and Astoria V2 model . Rather than simply removing refusals, this "weight twisting" effect that occurs when subtracting the lorablated base model from the other models during the merge process creates an interesting balance in the final model's behavior. While this approach differs from traditional sequential application of components, it was chosen for its unique characteristics in the model's responses.
+  overrides:
+    parameters:
+      model: L3.3-MS-Nevoria-70b-Q4_K_M.gguf
+  files:
+    - filename: L3.3-MS-Nevoria-70b-Q4_K_M.gguf
+      sha256: e8b0763f263089a19d4b112b7ed5085cc5f1ed9ca49c5085baa8d51f4ded1f94
+      uri: huggingface://bartowski/L3.3-MS-Nevoria-70b-GGUF/L3.3-MS-Nevoria-70b-Q4_K_M.gguf
 - &rwkv
   url: "github:mudler/LocalAI/gallery/rwkv.yaml@master"
   name: "rwkv-6-world-7b"

From 6d20497d45301d4ed7ecace3ecf81012cd0e5e4b Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Wed, 15 Jan 2025 15:54:12 +0100
Subject: [PATCH 029/679] chore(model gallery): add lb-reranker-0.5b-v1.0
 (#4611)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 30 ++++++++++++++++++++++++++++++
 1 file changed, 30 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index bed32d34..40dc85a4 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -3171,6 +3171,36 @@
     - filename: Qwerus-7B-Q4_K_M.gguf
       sha256: 3676629e8092a59f523393e6eb5072727f5213a9e03b7b81141f05a33743e20c
       uri: huggingface://bartowski/Qwerus-7B-GGUF/Qwerus-7B-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "lb-reranker-0.5b-v1.0"
+  urls:
+    - https://huggingface.co/lightblue/lb-reranker-0.5B-v1.0
+    - https://huggingface.co/bartowski/lb-reranker-0.5B-v1.0-GGUF
+  description: |
+    The LB Reranker has been trained to determine the relatedness of a given query to a piece of text, therefore allowing it to be used as a ranker or reranker in various retrieval-based tasks.
+
+    This model is fine-tuned from a Qwen/Qwen2.5-0.5B-Instruct model checkpoint and was trained for roughly 5.5 hours using the 8 x L20 instance (ecs.gn8is-8x.32xlarge) on Alibaba Cloud.
+
+    The training data for this model can be found at lightblue/reranker_continuous_filt_max7_train and the code for generating this data as well as running the training of the model can be found on our Github repo.
+
+    Trained on data in over 95 languages, this model is applicable to a broad range of use cases.
+
+    This model has three main benefits over comparable rerankers.
+
+        It has shown slightly higher performance on evaluation benchmarks.
+        It has been trained on more languages than any previous model.
+        It is a simple Causal LM model trained to output a string between "1" and "7".
+
+    This last point means that this model can be used natively with many widely available inference packages, including vLLM and LMDeploy. This in turns allows our reranker to benefit from improvements to inference as and when these packages release them.
+
+    Update: We have also found that this model works pretty well as a code snippet reranker too (P@1 of 96%)! See our Colab for more details.
+  overrides:
+    parameters:
+      model: lb-reranker-0.5B-v1.0-Q4_K_M.gguf
+  files:
+    - filename: lb-reranker-0.5B-v1.0-Q4_K_M.gguf
+      sha256: 43568150de5136da15c996bbf4d1a78cc6580515c40f0ef9a8c90b0542228ab3
+      uri: huggingface://bartowski/lb-reranker-0.5B-v1.0-GGUF/lb-reranker-0.5B-v1.0-Q4_K_M.gguf
 - &smollm
   ## SmolLM
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master"

From 26c3deb6739f9f933c9825228f4878c7cdfa1f64 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Thu, 16 Jan 2025 01:08:52 +0100
Subject: [PATCH 030/679] chore: :arrow_up: Update ggerganov/llama.cpp to
 `adc5dd92e8aea98f5e7ac84f6e1bc15de35130b5` (#4612)

:arrow_up: Update ggerganov/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 4c01621d..143b109b 100644
--- a/Makefile
+++ b/Makefile
@@ -8,7 +8,7 @@ DETECT_LIBS?=true
 # llama.cpp versions
 GOLLAMA_REPO?=https://github.com/go-skynet/go-llama.cpp
 GOLLAMA_VERSION?=2b57a8ae43e4699d3dc5d1496a1ccd42922993be
-CPPLLAMA_VERSION?=b4d92a59a20eea400d8dd30844a339b76210daa0
+CPPLLAMA_VERSION?=adc5dd92e8aea98f5e7ac84f6e1bc15de35130b5
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 8131ddd87835362834432c3cd1b9500b072d83ed Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 16 Jan 2025 09:58:14 +0100
Subject: [PATCH 031/679] chore(model gallery): add uwu-7b-instruct (#4613)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 40dc85a4..7c4e86b4 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -3201,6 +3201,20 @@
     - filename: lb-reranker-0.5B-v1.0-Q4_K_M.gguf
       sha256: 43568150de5136da15c996bbf4d1a78cc6580515c40f0ef9a8c90b0542228ab3
       uri: huggingface://bartowski/lb-reranker-0.5B-v1.0-GGUF/lb-reranker-0.5B-v1.0-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "uwu-7b-instruct"
+  urls:
+    - https://huggingface.co/qingy2024/UwU-7B-Instruct
+    - https://huggingface.co/bartowski/UwU-7B-Instruct-GGUF
+  description: |
+    Small QwQ, full-finetuned on FineQwQ-142K. Unlike my previous models, this one is a general-purpose reasoning machine!
+  overrides:
+    parameters:
+      model: UwU-7B-Instruct-Q4_K_M.gguf
+  files:
+    - filename: UwU-7B-Instruct-Q4_K_M.gguf
+      sha256: 279b2ba20d51bb155c8dd497cf49e0c28407b1822c75de88cfd83d13fd14a59f
+      uri: huggingface://bartowski/UwU-7B-Instruct-GGUF/UwU-7B-Instruct-Q4_K_M.gguf
 - &smollm
   ## SmolLM
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master"

From 560ba6f25e19cabdb5defbeda2d57d14ed3700df Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 16 Jan 2025 10:04:44 +0100
Subject: [PATCH 032/679] chore(model gallery): add drt-o1-14b (#4614)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 22 ++++++++++++++++++++++
 1 file changed, 22 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 7c4e86b4..647bc942 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -3215,6 +3215,28 @@
     - filename: UwU-7B-Instruct-Q4_K_M.gguf
       sha256: 279b2ba20d51bb155c8dd497cf49e0c28407b1822c75de88cfd83d13fd14a59f
       uri: huggingface://bartowski/UwU-7B-Instruct-GGUF/UwU-7B-Instruct-Q4_K_M.gguf
+
+- !!merge <<: *qwen25
+  name: "drt-o1-14b"
+  urls:
+    - https://huggingface.co/Krystalan/DRT-o1-14B
+    - https://huggingface.co/bartowski/DRT-o1-14B-GGUF
+  description: |
+    This repository contains the resources for our paper "DRT-o1: Optimized Deep Reasoning Translation via Long Chain-of-Thought"
+    In this work, we introduce DRT-o1, an attempt to bring the success of long thought reasoning to neural machine translation (MT). To this end,
+
+    🌟 We mine English sentences with similes or metaphors from existing literature books, which are suitable for translation via long thought.
+    🌟 We propose a designed multi-agent framework with three agents (i.e., a translator, an advisor and an evaluator) to synthesize the MT samples with long thought. There are 22,264 synthesized samples in total.
+    🌟 We train DRT-o1-8B, DRT-o1-7B and DRT-o1-14B using Llama-3.1-8B-Instruct, Qwen2.5-7B-Instruct and Qwen2.5-14B-Instruct as backbones.
+
+    Our goal is not to achieve competitive performance with OpenAI’s O1 in neural machine translation (MT). Instead, we explore technical routes to bring the success of long thought to MT. To this end, we introduce DRT-o1, a byproduct of our exploration, and we hope it could facilitate the corresponding research in this direction.
+  overrides:
+    parameters:
+      model: DRT-o1-14B-Q4_K_M.gguf
+  files:
+    - filename: DRT-o1-14B-Q4_K_M.gguf
+      sha256: 9619ca984cf4ce8e4f69bcde831de17b2ce05dd89536e3130608877521e3d328
+      uri: huggingface://bartowski/DRT-o1-14B-GGUF/DRT-o1-14B-Q4_K_M.gguf
 - &smollm
   ## SmolLM
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master"

From de4aa9fb1d48abc45577a96f7a4a4541c96226d4 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 16 Jan 2025 10:09:25 +0100
Subject: [PATCH 033/679] chore(model gallery): add
 vikhr-qwen-2.5-1.5b-instruct (#4615)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 15 ++++++++++++++-
 1 file changed, 14 insertions(+), 1 deletion(-)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 647bc942..22d748d8 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -3215,7 +3215,6 @@
     - filename: UwU-7B-Instruct-Q4_K_M.gguf
       sha256: 279b2ba20d51bb155c8dd497cf49e0c28407b1822c75de88cfd83d13fd14a59f
       uri: huggingface://bartowski/UwU-7B-Instruct-GGUF/UwU-7B-Instruct-Q4_K_M.gguf
-
 - !!merge <<: *qwen25
   name: "drt-o1-14b"
   urls:
@@ -3282,6 +3281,20 @@
     - filename: smollm2-1.7b-instruct-q4_k_m.gguf
       sha256: decd2598bc2c8ed08c19adc3c8fdd461ee19ed5708679d1c54ef54a5a30d4f33
       uri: huggingface://HuggingFaceTB/SmolLM2-1.7B-Instruct-GGUF/smollm2-1.7b-instruct-q4_k_m.gguf
+- !!merge <<: qwen25
+  name: "vikhr-qwen-2.5-1.5b-instruct"
+  urls:
+    - https://huggingface.co/Vikhrmodels/Vikhr-Qwen-2.5-1.5B-Instruct
+    - https://huggingface.co/QuantFactory/Vikhr-Qwen-2.5-1.5B-Instruct-GGUF
+  description: |
+    Instructive model based on Qwen-2.5-1.5B-Instruct, trained on the Russian-language dataset GrandMaster-PRO-MAX. Designed for high-efficiency text processing in Russian and English, delivering precise responses and fast task execution.
+  overrides:
+    parameters:
+      model: Vikhr-Qwen-2.5-1.5B-Instruct.Q4_K_M.gguf
+  files:
+    - filename: Vikhr-Qwen-2.5-1.5B-Instruct.Q4_K_M.gguf
+      sha256: eaeac314e30b461413bc1cc819cdc0cd6a79265711fd0b8268702960a082c7bd
+      uri: huggingface://QuantFactory/Vikhr-Qwen-2.5-1.5B-Instruct-GGUF/Vikhr-Qwen-2.5-1.5B-Instruct.Q4_K_M.gguf
 - &llama31
   ## LLama3.1
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master"

From acb2eb23c8376f853fc109f59e93b318f5fb08c1 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 16 Jan 2025 22:23:09 +0100
Subject: [PATCH 034/679] feat(tts): Add Kokoro backend (#4616)

* feat(kokoro): Add new TTS backend

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Add kokoro to images

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Support combined voices

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Ignore pt and onnx

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Add plbert and istfnet

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 Dockerfile                                    |   9 +-
 Makefile                                      |  13 +-
 backend/python/kokoro/Makefile                |  20 +
 backend/python/kokoro/backend.py              | 131 +++++
 backend/python/kokoro/install.sh              |  14 +
 backend/python/kokoro/istftnet.py             | 524 ++++++++++++++++++
 backend/python/kokoro/kokoro.py               | 166 ++++++
 backend/python/kokoro/models.py               | 373 +++++++++++++
 backend/python/kokoro/plbert.py               |  16 +
 backend/python/kokoro/protogen.sh             |   6 +
 backend/python/kokoro/requirements-cpu.txt    |   2 +
 .../python/kokoro/requirements-cublas11.txt   |   3 +
 .../python/kokoro/requirements-cublas12.txt   |   2 +
 .../python/kokoro/requirements-hipblas.txt    |   3 +
 backend/python/kokoro/requirements-intel.txt  |   5 +
 backend/python/kokoro/requirements.txt        |   7 +
 backend/python/kokoro/run.sh                  |   4 +
 backend/python/kokoro/test.sh                 |   6 +
 pkg/model/loader.go                           |   2 +
 19 files changed, 1303 insertions(+), 3 deletions(-)
 create mode 100644 backend/python/kokoro/Makefile
 create mode 100755 backend/python/kokoro/backend.py
 create mode 100755 backend/python/kokoro/install.sh
 create mode 100644 backend/python/kokoro/istftnet.py
 create mode 100644 backend/python/kokoro/kokoro.py
 create mode 100644 backend/python/kokoro/models.py
 create mode 100644 backend/python/kokoro/plbert.py
 create mode 100644 backend/python/kokoro/protogen.sh
 create mode 100644 backend/python/kokoro/requirements-cpu.txt
 create mode 100644 backend/python/kokoro/requirements-cublas11.txt
 create mode 100644 backend/python/kokoro/requirements-cublas12.txt
 create mode 100644 backend/python/kokoro/requirements-hipblas.txt
 create mode 100644 backend/python/kokoro/requirements-intel.txt
 create mode 100644 backend/python/kokoro/requirements.txt
 create mode 100755 backend/python/kokoro/run.sh
 create mode 100755 backend/python/kokoro/test.sh

diff --git a/Dockerfile b/Dockerfile
index 42c1c1fc..481edf90 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -15,7 +15,7 @@ ARG TARGETARCH
 ARG TARGETVARIANT
 
 ENV DEBIAN_FRONTEND=noninteractive
-ENV EXTERNAL_GRPC_BACKENDS="coqui:/build/backend/python/coqui/run.sh,huggingface-embeddings:/build/backend/python/sentencetransformers/run.sh,transformers:/build/backend/python/transformers/run.sh,sentencetransformers:/build/backend/python/sentencetransformers/run.sh,rerankers:/build/backend/python/rerankers/run.sh,autogptq:/build/backend/python/autogptq/run.sh,bark:/build/backend/python/bark/run.sh,diffusers:/build/backend/python/diffusers/run.sh,openvoice:/build/backend/python/openvoice/run.sh,vall-e-x:/build/backend/python/vall-e-x/run.sh,vllm:/build/backend/python/vllm/run.sh,mamba:/build/backend/python/mamba/run.sh,exllama2:/build/backend/python/exllama2/run.sh,transformers-musicgen:/build/backend/python/transformers-musicgen/run.sh,parler-tts:/build/backend/python/parler-tts/run.sh"
+ENV EXTERNAL_GRPC_BACKENDS="coqui:/build/backend/python/coqui/run.sh,huggingface-embeddings:/build/backend/python/sentencetransformers/run.sh,transformers:/build/backend/python/transformers/run.sh,sentencetransformers:/build/backend/python/sentencetransformers/run.sh,rerankers:/build/backend/python/rerankers/run.sh,autogptq:/build/backend/python/autogptq/run.sh,bark:/build/backend/python/bark/run.sh,diffusers:/build/backend/python/diffusers/run.sh,openvoice:/build/backend/python/openvoice/run.sh,kokoro:/build/backend/python/kokoro/run.sh,vall-e-x:/build/backend/python/vall-e-x/run.sh,vllm:/build/backend/python/vllm/run.sh,mamba:/build/backend/python/mamba/run.sh,exllama2:/build/backend/python/exllama2/run.sh,transformers-musicgen:/build/backend/python/transformers-musicgen/run.sh,parler-tts:/build/backend/python/parler-tts/run.sh"
 
 
 RUN apt-get update && \
@@ -436,6 +436,10 @@ SHELL ["/bin/bash", "-c"]
 # Splitting the backends into more groups with fewer items results in a larger image, but a smaller size for the largest layer
 # Splitting the backends into fewer groups with more items results in a smaller image, but a larger size for the largest layer
 
+RUN if [[ ( "${IMAGE_TYPE}" == "extras ")]]; then \
+        apt-get -qq -y install espeak-ng \
+    ; fi
+
 RUN if [[ ( "${EXTRA_BACKENDS}" =~ "coqui" || -z "${EXTRA_BACKENDS}" ) && "$IMAGE_TYPE" == "extras" ]]; then \
         make -C backend/python/coqui \
     ; fi && \
@@ -452,6 +456,9 @@ RUN if [[ ( "${EXTRA_BACKENDS}" =~ "coqui" || -z "${EXTRA_BACKENDS}" ) && "$IMAG
 RUN if [[ ( "${EXTRA_BACKENDS}" =~ "vall-e-x" || -z "${EXTRA_BACKENDS}" ) && "$IMAGE_TYPE" == "extras" ]]; then \
         make -C backend/python/vall-e-x \
     ; fi && \
+    if [[ ( "${EXTRA_BACKENDS}" =~ "kokoro" || -z "${EXTRA_BACKENDS}" ) && "$IMAGE_TYPE" == "extras" ]]; then \
+        make -C backend/python/kokoro \
+    ; fi && \
     if [[ ( "${EXTRA_BACKENDS}" =~ "openvoice" || -z "${EXTRA_BACKENDS}" ) && "$IMAGE_TYPE" == "extras" ]]; then \
         make -C backend/python/openvoice \
     ; fi && \
diff --git a/Makefile b/Makefile
index 143b109b..49c81950 100644
--- a/Makefile
+++ b/Makefile
@@ -583,10 +583,10 @@ protogen-go-clean:
 	$(RM) bin/*
 
 .PHONY: protogen-python
-protogen-python: autogptq-protogen bark-protogen coqui-protogen diffusers-protogen exllama2-protogen mamba-protogen rerankers-protogen sentencetransformers-protogen transformers-protogen parler-tts-protogen transformers-musicgen-protogen vall-e-x-protogen vllm-protogen openvoice-protogen
+protogen-python: autogptq-protogen bark-protogen coqui-protogen diffusers-protogen exllama2-protogen mamba-protogen rerankers-protogen sentencetransformers-protogen transformers-protogen parler-tts-protogen transformers-musicgen-protogen vall-e-x-protogen kokoro-protogen vllm-protogen openvoice-protogen
 
 .PHONY: protogen-python-clean
-protogen-python-clean: autogptq-protogen-clean bark-protogen-clean coqui-protogen-clean diffusers-protogen-clean  exllama2-protogen-clean mamba-protogen-clean sentencetransformers-protogen-clean rerankers-protogen-clean transformers-protogen-clean transformers-musicgen-protogen-clean parler-tts-protogen-clean vall-e-x-protogen-clean vllm-protogen-clean openvoice-protogen-clean
+protogen-python-clean: autogptq-protogen-clean bark-protogen-clean coqui-protogen-clean diffusers-protogen-clean  exllama2-protogen-clean mamba-protogen-clean sentencetransformers-protogen-clean rerankers-protogen-clean transformers-protogen-clean transformers-musicgen-protogen-clean parler-tts-protogen-clean vall-e-x-protogen-clean kokoro-protogen-clean vllm-protogen-clean openvoice-protogen-clean
 
 .PHONY: autogptq-protogen
 autogptq-protogen:
@@ -684,6 +684,14 @@ vall-e-x-protogen:
 vall-e-x-protogen-clean:
 	$(MAKE) -C backend/python/vall-e-x protogen-clean
 
+.PHONY: kokoro-protogen
+kokoro-protogen:
+	$(MAKE) -C backend/python/kokoro protogen
+
+.PHONY: kokoro-protogen-clean
+kokoro-protogen-clean:
+	$(MAKE) -C backend/python/kokoro protogen-clean
+
 .PHONY: openvoice-protogen
 openvoice-protogen:
 	$(MAKE) -C backend/python/openvoice protogen
@@ -715,6 +723,7 @@ prepare-extra-conda-environments: protogen-python
 	$(MAKE) -C backend/python/transformers-musicgen
 	$(MAKE) -C backend/python/parler-tts
 	$(MAKE) -C backend/python/vall-e-x
+	$(MAKE) -C backend/python/kokoro
 	$(MAKE) -C backend/python/openvoice
 	$(MAKE) -C backend/python/exllama2
 
diff --git a/backend/python/kokoro/Makefile b/backend/python/kokoro/Makefile
new file mode 100644
index 00000000..c0e5169f
--- /dev/null
+++ b/backend/python/kokoro/Makefile
@@ -0,0 +1,20 @@
+.DEFAULT_GOAL := install
+
+.PHONY: install
+install:
+	bash install.sh
+	$(MAKE) protogen
+
+.PHONY: protogen
+protogen: backend_pb2_grpc.py backend_pb2.py
+
+.PHONY: protogen-clean
+protogen-clean:
+	$(RM) backend_pb2_grpc.py backend_pb2.py
+
+backend_pb2_grpc.py backend_pb2.py:
+	bash protogen.sh
+
+.PHONY: clean
+clean: protogen-clean
+	rm -rf venv __pycache__
\ No newline at end of file
diff --git a/backend/python/kokoro/backend.py b/backend/python/kokoro/backend.py
new file mode 100755
index 00000000..1fd1feb9
--- /dev/null
+++ b/backend/python/kokoro/backend.py
@@ -0,0 +1,131 @@
+#!/usr/bin/env python3
+"""
+Extra gRPC server for Kokoro models.
+"""
+from concurrent import futures
+
+import argparse
+import signal
+import sys
+import os
+import time
+import backend_pb2
+import backend_pb2_grpc
+import soundfile as sf
+import grpc
+
+from models import build_model
+from kokoro import generate
+import torch
+
+SAMPLE_RATE = 22050
+_ONE_DAY_IN_SECONDS = 60 * 60 * 24
+
+# If MAX_WORKERS are specified in the environment use it, otherwise default to 1
+MAX_WORKERS = int(os.environ.get('PYTHON_GRPC_MAX_WORKERS', '1'))
+
+# Implement the BackendServicer class with the service methods
+class BackendServicer(backend_pb2_grpc.BackendServicer):
+    """
+    A gRPC servicer for the backend service.
+
+    This class implements the gRPC methods for the backend service, including Health, LoadModel, and Embedding.
+    """
+    def Health(self, request, context):
+        """
+        A gRPC method that returns the health status of the backend service.
+
+        Args:
+            request: A HealthRequest object that contains the request parameters.
+            context: A grpc.ServicerContext object that provides information about the RPC.
+
+        Returns:
+            A Reply object that contains the health status of the backend service.
+        """
+        return backend_pb2.Reply(message=bytes("OK", 'utf-8'))
+
+    def LoadModel(self, request, context):
+        """
+        A gRPC method that loads a model into memory.
+
+        Args:
+            request: A LoadModelRequest object that contains the request parameters.
+            context: A grpc.ServicerContext object that provides information about the RPC.
+
+        Returns:
+            A Result object that contains the result of the LoadModel operation.
+        """
+        model_name = request.Model
+        try:
+            device = "cuda:0" if torch.cuda.is_available() else "cpu"
+            self.MODEL = build_model(request.ModelFile, device)
+            options = request.Options
+            # Find the voice from the options, options are a list of strings in this form optname:optvalue:
+            VOICE_NAME = None
+            for opt in options:
+                if opt.startswith("voice:"):
+                    VOICE_NAME = opt.split(":")[1]
+                    break
+            if VOICE_NAME is None:
+                return backend_pb2.Result(success=False, message=f"No voice specified in options")
+            MODELPATH = request.ModelPath
+            # If voice name contains a plus, split it and load the two models and combine them
+            if "+" in VOICE_NAME:
+                voice1, voice2 = VOICE_NAME.split("+")
+                voice1 = torch.load(f'{MODELPATH}/{voice1}.pt', weights_only=True).to(device)
+                voice2 = torch.load(f'{MODELPATH}/{voice2}.pt', weights_only=True).to(device)
+                self.VOICEPACK = torch.mean(torch.stack([voice1, voice2]), dim=0)
+            else:
+                self.VOICEPACK = torch.load(f'{MODELPATH}/{VOICE_NAME}.pt', weights_only=True).to(device)
+
+            self.VOICE_NAME = VOICE_NAME
+
+            print(f'Loaded voice: {VOICE_NAME}')
+        except Exception as err:
+            return backend_pb2.Result(success=False, message=f"Unexpected {err=}, {type(err)=}")
+
+        return backend_pb2.Result(message="Model loaded successfully", success=True)
+
+    def TTS(self, request, context):
+        model_name = request.model
+        if model_name == "":
+            return backend_pb2.Result(success=False, message="request.model is required")
+        try:
+            audio, out_ps = generate(self.MODEL, request.text, self.VOICEPACK, lang=self.VOICE_NAME)
+            print(out_ps)
+            sf.write(request.dst, audio, SAMPLE_RATE)
+        except Exception as err:
+            return backend_pb2.Result(success=False, message=f"Unexpected {err=}, {type(err)=}")
+        return backend_pb2.Result(success=True)
+
+def serve(address):
+    server = grpc.server(futures.ThreadPoolExecutor(max_workers=MAX_WORKERS))
+    backend_pb2_grpc.add_BackendServicer_to_server(BackendServicer(), server)
+    server.add_insecure_port(address)
+    server.start()
+    print("[Kokoro] Server started. Listening on: " + address, file=sys.stderr)
+
+    # Define the signal handler function
+    def signal_handler(sig, frame):
+        print("[Kokoro] Received termination signal. Shutting down...")
+        server.stop(0)
+        sys.exit(0)
+
+    # Set the signal handlers for SIGINT and SIGTERM
+    signal.signal(signal.SIGINT, signal_handler)
+    signal.signal(signal.SIGTERM, signal_handler)
+
+    try:
+        while True:
+            time.sleep(_ONE_DAY_IN_SECONDS)
+    except KeyboardInterrupt:
+        server.stop(0)
+
+if __name__ == "__main__":
+    parser = argparse.ArgumentParser(description="Run the gRPC server.")
+    parser.add_argument(
+        "--addr", default="localhost:50051", help="The address to bind the server to."
+    )
+    args = parser.parse_args()
+    print(f"[Kokoro] startup: {args}", file=sys.stderr)
+    serve(args.addr)
diff --git a/backend/python/kokoro/install.sh b/backend/python/kokoro/install.sh
new file mode 100755
index 00000000..36443ef1
--- /dev/null
+++ b/backend/python/kokoro/install.sh
@@ -0,0 +1,14 @@
+#!/bin/bash
+set -e
+
+source $(dirname $0)/../common/libbackend.sh
+
+# This is here because the Intel pip index is broken and returns 200 status codes for every package name, it just doesn't return any package links.
+# This makes uv think that the package exists in the Intel pip index, and by default it stops looking at other pip indexes once it finds a match.
+# We need uv to continue falling through to the pypi default index to find optimum[openvino] in the pypi index
+# the --upgrade actually allows us to *downgrade* torch to the version provided in the Intel pip index
+if [ "x${BUILD_PROFILE}" == "xintel" ]; then
+    EXTRA_PIP_INSTALL_FLAGS+=" --upgrade --index-strategy=unsafe-first-match"
+fi
+
+installRequirements
diff --git a/backend/python/kokoro/istftnet.py b/backend/python/kokoro/istftnet.py
new file mode 100644
index 00000000..818fb912
--- /dev/null
+++ b/backend/python/kokoro/istftnet.py
@@ -0,0 +1,524 @@
+# https://huggingface.co/hexgrad/Kokoro-82M/blob/main/istftnet.py
+# https://github.com/yl4579/StyleTTS2/blob/main/Modules/istftnet.py
+from scipy.signal import get_window
+from torch.nn import Conv1d, ConvTranspose1d
+from torch.nn.utils import weight_norm, remove_weight_norm
+import numpy as np
+import torch
+import torch.nn as nn
+import torch.nn.functional as F
+
+# https://github.com/yl4579/StyleTTS2/blob/main/Modules/utils.py
+def init_weights(m, mean=0.0, std=0.01):
+    classname = m.__class__.__name__
+    if classname.find("Conv") != -1:
+        m.weight.data.normal_(mean, std)
+
+def get_padding(kernel_size, dilation=1):
+    return int((kernel_size*dilation - dilation)/2)
+
+LRELU_SLOPE = 0.1
+
+class AdaIN1d(nn.Module):
+    def __init__(self, style_dim, num_features):
+        super().__init__()
+        self.norm = nn.InstanceNorm1d(num_features, affine=False)
+        self.fc = nn.Linear(style_dim, num_features*2)
+
+    def forward(self, x, s):
+        h = self.fc(s)
+        h = h.view(h.size(0), h.size(1), 1)
+        gamma, beta = torch.chunk(h, chunks=2, dim=1)
+        return (1 + gamma) * self.norm(x) + beta
+
+class AdaINResBlock1(torch.nn.Module):
+    def __init__(self, channels, kernel_size=3, dilation=(1, 3, 5), style_dim=64):
+        super(AdaINResBlock1, self).__init__()
+        self.convs1 = nn.ModuleList([
+            weight_norm(Conv1d(channels, channels, kernel_size, 1, dilation=dilation[0],
+                               padding=get_padding(kernel_size, dilation[0]))),
+            weight_norm(Conv1d(channels, channels, kernel_size, 1, dilation=dilation[1],
+                               padding=get_padding(kernel_size, dilation[1]))),
+            weight_norm(Conv1d(channels, channels, kernel_size, 1, dilation=dilation[2],
+                               padding=get_padding(kernel_size, dilation[2])))
+        ])
+        self.convs1.apply(init_weights)
+
+        self.convs2 = nn.ModuleList([
+            weight_norm(Conv1d(channels, channels, kernel_size, 1, dilation=1,
+                               padding=get_padding(kernel_size, 1))),
+            weight_norm(Conv1d(channels, channels, kernel_size, 1, dilation=1,
+                               padding=get_padding(kernel_size, 1))),
+            weight_norm(Conv1d(channels, channels, kernel_size, 1, dilation=1,
+                               padding=get_padding(kernel_size, 1)))
+        ])
+        self.convs2.apply(init_weights)
+        
+        self.adain1 = nn.ModuleList([
+            AdaIN1d(style_dim, channels),
+            AdaIN1d(style_dim, channels),
+            AdaIN1d(style_dim, channels),
+        ])
+        
+        self.adain2 = nn.ModuleList([
+            AdaIN1d(style_dim, channels),
+            AdaIN1d(style_dim, channels),
+            AdaIN1d(style_dim, channels),
+        ])
+        
+        self.alpha1 = nn.ParameterList([nn.Parameter(torch.ones(1, channels, 1)) for i in range(len(self.convs1))])
+        self.alpha2 = nn.ParameterList([nn.Parameter(torch.ones(1, channels, 1)) for i in range(len(self.convs2))])
+
+
+    def forward(self, x, s):
+        for c1, c2, n1, n2, a1, a2 in zip(self.convs1, self.convs2, self.adain1, self.adain2, self.alpha1, self.alpha2):
+            xt = n1(x, s)
+            xt = xt + (1 / a1) * (torch.sin(a1 * xt) ** 2)  # Snake1D
+            xt = c1(xt)
+            xt = n2(xt, s)
+            xt = xt + (1 / a2) * (torch.sin(a2 * xt) ** 2)  # Snake1D
+            xt = c2(xt)
+            x = xt + x
+        return x
+
+    def remove_weight_norm(self):
+        for l in self.convs1:
+            remove_weight_norm(l)
+        for l in self.convs2:
+            remove_weight_norm(l)
+            
+class TorchSTFT(torch.nn.Module):
+    def __init__(self, filter_length=800, hop_length=200, win_length=800, window='hann'):
+        super().__init__()
+        self.filter_length = filter_length
+        self.hop_length = hop_length
+        self.win_length = win_length
+        self.window = torch.from_numpy(get_window(window, win_length, fftbins=True).astype(np.float32))
+
+    def transform(self, input_data):
+        forward_transform = torch.stft(
+            input_data,
+            self.filter_length, self.hop_length, self.win_length, window=self.window.to(input_data.device),
+            return_complex=True)
+
+        return torch.abs(forward_transform), torch.angle(forward_transform)
+
+    def inverse(self, magnitude, phase):
+        inverse_transform = torch.istft(
+            magnitude * torch.exp(phase * 1j),
+            self.filter_length, self.hop_length, self.win_length, window=self.window.to(magnitude.device))
+
+        return inverse_transform.unsqueeze(-2)  # unsqueeze to stay consistent with conv_transpose1d implementation
+
+    def forward(self, input_data):
+        self.magnitude, self.phase = self.transform(input_data)
+        reconstruction = self.inverse(self.magnitude, self.phase)
+        return reconstruction
+    
+class SineGen(torch.nn.Module):
+    """ Definition of sine generator
+    SineGen(samp_rate, harmonic_num = 0,
+            sine_amp = 0.1, noise_std = 0.003,
+            voiced_threshold = 0,
+            flag_for_pulse=False)
+    samp_rate: sampling rate in Hz
+    harmonic_num: number of harmonic overtones (default 0)
+    sine_amp: amplitude of sine-wavefrom (default 0.1)
+    noise_std: std of Gaussian noise (default 0.003)
+    voiced_thoreshold: F0 threshold for U/V classification (default 0)
+    flag_for_pulse: this SinGen is used inside PulseGen (default False)
+    Note: when flag_for_pulse is True, the first time step of a voiced
+        segment is always sin(np.pi) or cos(0)
+    """
+
+    def __init__(self, samp_rate, upsample_scale, harmonic_num=0,
+                 sine_amp=0.1, noise_std=0.003,
+                 voiced_threshold=0,
+                 flag_for_pulse=False):
+        super(SineGen, self).__init__()
+        self.sine_amp = sine_amp
+        self.noise_std = noise_std
+        self.harmonic_num = harmonic_num
+        self.dim = self.harmonic_num + 1
+        self.sampling_rate = samp_rate
+        self.voiced_threshold = voiced_threshold
+        self.flag_for_pulse = flag_for_pulse
+        self.upsample_scale = upsample_scale
+
+    def _f02uv(self, f0):
+        # generate uv signal
+        uv = (f0 > self.voiced_threshold).type(torch.float32)
+        return uv
+
+    def _f02sine(self, f0_values):
+        """ f0_values: (batchsize, length, dim)
+            where dim indicates fundamental tone and overtones
+        """
+        # convert to F0 in rad. The interger part n can be ignored
+        # because 2 * np.pi * n doesn't affect phase
+        rad_values = (f0_values / self.sampling_rate) % 1
+
+        # initial phase noise (no noise for fundamental component)
+        rand_ini = torch.rand(f0_values.shape[0], f0_values.shape[2], \
+                              device=f0_values.device)
+        rand_ini[:, 0] = 0
+        rad_values[:, 0, :] = rad_values[:, 0, :] + rand_ini
+
+        # instantanouse phase sine[t] = sin(2*pi \sum_i=1 ^{t} rad)
+        if not self.flag_for_pulse:
+#             # for normal case
+
+#             # To prevent torch.cumsum numerical overflow,
+#             # it is necessary to add -1 whenever \sum_k=1^n rad_value_k > 1.
+#             # Buffer tmp_over_one_idx indicates the time step to add -1.
+#             # This will not change F0 of sine because (x-1) * 2*pi = x * 2*pi
+#             tmp_over_one = torch.cumsum(rad_values, 1) % 1
+#             tmp_over_one_idx = (padDiff(tmp_over_one)) < 0
+#             cumsum_shift = torch.zeros_like(rad_values)
+#             cumsum_shift[:, 1:, :] = tmp_over_one_idx * -1.0
+
+#             phase = torch.cumsum(rad_values, dim=1) * 2 * np.pi
+            rad_values = torch.nn.functional.interpolate(rad_values.transpose(1, 2), 
+                                                         scale_factor=1/self.upsample_scale, 
+                                                         mode="linear").transpose(1, 2)
+    
+#             tmp_over_one = torch.cumsum(rad_values, 1) % 1
+#             tmp_over_one_idx = (padDiff(tmp_over_one)) < 0
+#             cumsum_shift = torch.zeros_like(rad_values)
+#             cumsum_shift[:, 1:, :] = tmp_over_one_idx * -1.0
+    
+            phase = torch.cumsum(rad_values, dim=1) * 2 * np.pi
+            phase = torch.nn.functional.interpolate(phase.transpose(1, 2) * self.upsample_scale, 
+                                                    scale_factor=self.upsample_scale, mode="linear").transpose(1, 2)
+            sines = torch.sin(phase)
+            
+        else:
+            # If necessary, make sure that the first time step of every
+            # voiced segments is sin(pi) or cos(0)
+            # This is used for pulse-train generation
+
+            # identify the last time step in unvoiced segments
+            uv = self._f02uv(f0_values)
+            uv_1 = torch.roll(uv, shifts=-1, dims=1)
+            uv_1[:, -1, :] = 1
+            u_loc = (uv < 1) * (uv_1 > 0)
+
+            # get the instantanouse phase
+            tmp_cumsum = torch.cumsum(rad_values, dim=1)
+            # different batch needs to be processed differently
+            for idx in range(f0_values.shape[0]):
+                temp_sum = tmp_cumsum[idx, u_loc[idx, :, 0], :]
+                temp_sum[1:, :] = temp_sum[1:, :] - temp_sum[0:-1, :]
+                # stores the accumulation of i.phase within
+                # each voiced segments
+                tmp_cumsum[idx, :, :] = 0
+                tmp_cumsum[idx, u_loc[idx, :, 0], :] = temp_sum
+
+            # rad_values - tmp_cumsum: remove the accumulation of i.phase
+            # within the previous voiced segment.
+            i_phase = torch.cumsum(rad_values - tmp_cumsum, dim=1)
+
+            # get the sines
+            sines = torch.cos(i_phase * 2 * np.pi)
+        return sines
+
+    def forward(self, f0):
+        """ sine_tensor, uv = forward(f0)
+        input F0: tensor(batchsize=1, length, dim=1)
+                  f0 for unvoiced steps should be 0
+        output sine_tensor: tensor(batchsize=1, length, dim)
+        output uv: tensor(batchsize=1, length, 1)
+        """
+        f0_buf = torch.zeros(f0.shape[0], f0.shape[1], self.dim,
+                             device=f0.device)
+        # fundamental component
+        fn = torch.multiply(f0, torch.FloatTensor([[range(1, self.harmonic_num + 2)]]).to(f0.device))
+
+        # generate sine waveforms
+        sine_waves = self._f02sine(fn) * self.sine_amp
+
+        # generate uv signal
+        # uv = torch.ones(f0.shape)
+        # uv = uv * (f0 > self.voiced_threshold)
+        uv = self._f02uv(f0)
+
+        # noise: for unvoiced should be similar to sine_amp
+        #        std = self.sine_amp/3 -> max value ~ self.sine_amp
+        # .       for voiced regions is self.noise_std
+        noise_amp = uv * self.noise_std + (1 - uv) * self.sine_amp / 3
+        noise = noise_amp * torch.randn_like(sine_waves)
+
+        # first: set the unvoiced part to 0 by uv
+        # then: additive noise
+        sine_waves = sine_waves * uv + noise
+        return sine_waves, uv, noise
+
+
+class SourceModuleHnNSF(torch.nn.Module):
+    """ SourceModule for hn-nsf
+    SourceModule(sampling_rate, harmonic_num=0, sine_amp=0.1,
+                 add_noise_std=0.003, voiced_threshod=0)
+    sampling_rate: sampling_rate in Hz
+    harmonic_num: number of harmonic above F0 (default: 0)
+    sine_amp: amplitude of sine source signal (default: 0.1)
+    add_noise_std: std of additive Gaussian noise (default: 0.003)
+        note that amplitude of noise in unvoiced is decided
+        by sine_amp
+    voiced_threshold: threhold to set U/V given F0 (default: 0)
+    Sine_source, noise_source = SourceModuleHnNSF(F0_sampled)
+    F0_sampled (batchsize, length, 1)
+    Sine_source (batchsize, length, 1)
+    noise_source (batchsize, length 1)
+    uv (batchsize, length, 1)
+    """
+
+    def __init__(self, sampling_rate, upsample_scale, harmonic_num=0, sine_amp=0.1,
+                 add_noise_std=0.003, voiced_threshod=0):
+        super(SourceModuleHnNSF, self).__init__()
+
+        self.sine_amp = sine_amp
+        self.noise_std = add_noise_std
+
+        # to produce sine waveforms
+        self.l_sin_gen = SineGen(sampling_rate, upsample_scale, harmonic_num,
+                                 sine_amp, add_noise_std, voiced_threshod)
+
+        # to merge source harmonics into a single excitation
+        self.l_linear = torch.nn.Linear(harmonic_num + 1, 1)
+        self.l_tanh = torch.nn.Tanh()
+
+    def forward(self, x):
+        """
+        Sine_source, noise_source = SourceModuleHnNSF(F0_sampled)
+        F0_sampled (batchsize, length, 1)
+        Sine_source (batchsize, length, 1)
+        noise_source (batchsize, length 1)
+        """
+        # source for harmonic branch
+        with torch.no_grad():
+            sine_wavs, uv, _ = self.l_sin_gen(x)
+        sine_merge = self.l_tanh(self.l_linear(sine_wavs))
+
+        # source for noise branch, in the same shape as uv
+        noise = torch.randn_like(uv) * self.sine_amp / 3
+        return sine_merge, noise, uv
+def padDiff(x):
+    return F.pad(F.pad(x, (0,0,-1,1), 'constant', 0) - x, (0,0,0,-1), 'constant', 0)
+
+    
+class Generator(torch.nn.Module):
+    def __init__(self, style_dim, resblock_kernel_sizes, upsample_rates, upsample_initial_channel, resblock_dilation_sizes, upsample_kernel_sizes, gen_istft_n_fft, gen_istft_hop_size):
+        super(Generator, self).__init__()
+
+        self.num_kernels = len(resblock_kernel_sizes)
+        self.num_upsamples = len(upsample_rates)
+        resblock = AdaINResBlock1
+
+        self.m_source = SourceModuleHnNSF(
+                    sampling_rate=24000,
+                    upsample_scale=np.prod(upsample_rates) * gen_istft_hop_size,
+                    harmonic_num=8, voiced_threshod=10)
+        self.f0_upsamp = torch.nn.Upsample(scale_factor=np.prod(upsample_rates) * gen_istft_hop_size)
+        self.noise_convs = nn.ModuleList()
+        self.noise_res = nn.ModuleList()
+        
+        self.ups = nn.ModuleList()
+        for i, (u, k) in enumerate(zip(upsample_rates, upsample_kernel_sizes)):
+            self.ups.append(weight_norm(
+                ConvTranspose1d(upsample_initial_channel//(2**i), upsample_initial_channel//(2**(i+1)),
+                                k, u, padding=(k-u)//2)))
+
+        self.resblocks = nn.ModuleList()
+        for i in range(len(self.ups)):
+            ch = upsample_initial_channel//(2**(i+1))
+            for j, (k, d) in enumerate(zip(resblock_kernel_sizes,resblock_dilation_sizes)):
+                self.resblocks.append(resblock(ch, k, d, style_dim))
+                
+            c_cur = upsample_initial_channel // (2 ** (i + 1))
+            
+            if i + 1 < len(upsample_rates):  #
+                stride_f0 = np.prod(upsample_rates[i + 1:])
+                self.noise_convs.append(Conv1d(
+                    gen_istft_n_fft + 2, c_cur, kernel_size=stride_f0 * 2, stride=stride_f0, padding=(stride_f0+1) // 2))
+                self.noise_res.append(resblock(c_cur, 7, [1,3,5], style_dim))
+            else:
+                self.noise_convs.append(Conv1d(gen_istft_n_fft + 2, c_cur, kernel_size=1))
+                self.noise_res.append(resblock(c_cur, 11, [1,3,5], style_dim))
+                
+                
+        self.post_n_fft = gen_istft_n_fft
+        self.conv_post = weight_norm(Conv1d(ch, self.post_n_fft + 2, 7, 1, padding=3))
+        self.ups.apply(init_weights)
+        self.conv_post.apply(init_weights)
+        self.reflection_pad = torch.nn.ReflectionPad1d((1, 0))
+        self.stft = TorchSTFT(filter_length=gen_istft_n_fft, hop_length=gen_istft_hop_size, win_length=gen_istft_n_fft)
+        
+        
+    def forward(self, x, s, f0):
+        with torch.no_grad():
+            f0 = self.f0_upsamp(f0[:, None]).transpose(1, 2)  # bs,n,t
+
+            har_source, noi_source, uv = self.m_source(f0)
+            har_source = har_source.transpose(1, 2).squeeze(1)
+            har_spec, har_phase = self.stft.transform(har_source)
+            har = torch.cat([har_spec, har_phase], dim=1)
+        
+        for i in range(self.num_upsamples):
+            x = F.leaky_relu(x, LRELU_SLOPE)
+            x_source = self.noise_convs[i](har)
+            x_source = self.noise_res[i](x_source, s)
+
+            x = self.ups[i](x)
+            if i == self.num_upsamples - 1:
+                x = self.reflection_pad(x)
+
+            x = x + x_source
+            xs = None
+            for j in range(self.num_kernels):
+                if xs is None:
+                    xs = self.resblocks[i*self.num_kernels+j](x, s)
+                else:
+                    xs += self.resblocks[i*self.num_kernels+j](x, s)
+            x = xs / self.num_kernels
+        x = F.leaky_relu(x)
+        x = self.conv_post(x)
+        spec = torch.exp(x[:,:self.post_n_fft // 2 + 1, :])
+        phase = torch.sin(x[:, self.post_n_fft // 2 + 1:, :])
+        return self.stft.inverse(spec, phase)
+    
+    def fw_phase(self, x, s):
+        for i in range(self.num_upsamples):
+            x = F.leaky_relu(x, LRELU_SLOPE)
+            x = self.ups[i](x)
+            xs = None
+            for j in range(self.num_kernels):
+                if xs is None:
+                    xs = self.resblocks[i*self.num_kernels+j](x, s)
+                else:
+                    xs += self.resblocks[i*self.num_kernels+j](x, s)
+            x = xs / self.num_kernels
+        x = F.leaky_relu(x)
+        x = self.reflection_pad(x)
+        x = self.conv_post(x)
+        spec = torch.exp(x[:,:self.post_n_fft // 2 + 1, :])
+        phase = torch.sin(x[:, self.post_n_fft // 2 + 1:, :])
+        return spec, phase
+
+    def remove_weight_norm(self):
+        print('Removing weight norm...')
+        for l in self.ups:
+            remove_weight_norm(l)
+        for l in self.resblocks:
+            l.remove_weight_norm()
+        remove_weight_norm(self.conv_pre)
+        remove_weight_norm(self.conv_post)
+
+        
+class AdainResBlk1d(nn.Module):
+    def __init__(self, dim_in, dim_out, style_dim=64, actv=nn.LeakyReLU(0.2),
+                 upsample='none', dropout_p=0.0):
+        super().__init__()
+        self.actv = actv
+        self.upsample_type = upsample
+        self.upsample = UpSample1d(upsample)
+        self.learned_sc = dim_in != dim_out
+        self._build_weights(dim_in, dim_out, style_dim)
+        self.dropout = nn.Dropout(dropout_p)
+        
+        if upsample == 'none':
+            self.pool = nn.Identity()
+        else:
+            self.pool = weight_norm(nn.ConvTranspose1d(dim_in, dim_in, kernel_size=3, stride=2, groups=dim_in, padding=1, output_padding=1))
+        
+        
+    def _build_weights(self, dim_in, dim_out, style_dim):
+        self.conv1 = weight_norm(nn.Conv1d(dim_in, dim_out, 3, 1, 1))
+        self.conv2 = weight_norm(nn.Conv1d(dim_out, dim_out, 3, 1, 1))
+        self.norm1 = AdaIN1d(style_dim, dim_in)
+        self.norm2 = AdaIN1d(style_dim, dim_out)
+        if self.learned_sc:
+            self.conv1x1 = weight_norm(nn.Conv1d(dim_in, dim_out, 1, 1, 0, bias=False))
+
+    def _shortcut(self, x):
+        x = self.upsample(x)
+        if self.learned_sc:
+            x = self.conv1x1(x)
+        return x
+
+    def _residual(self, x, s):
+        x = self.norm1(x, s)
+        x = self.actv(x)
+        x = self.pool(x)
+        x = self.conv1(self.dropout(x))
+        x = self.norm2(x, s)
+        x = self.actv(x)
+        x = self.conv2(self.dropout(x))
+        return x
+
+    def forward(self, x, s):
+        out = self._residual(x, s)
+        out = (out + self._shortcut(x)) / np.sqrt(2)
+        return out
+    
+class UpSample1d(nn.Module):
+    def __init__(self, layer_type):
+        super().__init__()
+        self.layer_type = layer_type
+
+    def forward(self, x):
+        if self.layer_type == 'none':
+            return x
+        else:
+            return F.interpolate(x, scale_factor=2, mode='nearest')
+
+class Decoder(nn.Module):
+    def __init__(self, dim_in=512, F0_channel=512, style_dim=64, dim_out=80, 
+                resblock_kernel_sizes = [3,7,11],
+                upsample_rates = [10, 6],
+                upsample_initial_channel=512,
+                resblock_dilation_sizes=[[1,3,5], [1,3,5], [1,3,5]],
+                upsample_kernel_sizes=[20, 12], 
+                gen_istft_n_fft=20, gen_istft_hop_size=5):
+        super().__init__()
+        
+        self.decode = nn.ModuleList()
+        
+        self.encode = AdainResBlk1d(dim_in + 2, 1024, style_dim)
+        
+        self.decode.append(AdainResBlk1d(1024 + 2 + 64, 1024, style_dim))
+        self.decode.append(AdainResBlk1d(1024 + 2 + 64, 1024, style_dim))
+        self.decode.append(AdainResBlk1d(1024 + 2 + 64, 1024, style_dim))
+        self.decode.append(AdainResBlk1d(1024 + 2 + 64, 512, style_dim, upsample=True))
+
+        self.F0_conv = weight_norm(nn.Conv1d(1, 1, kernel_size=3, stride=2, groups=1, padding=1))
+        
+        self.N_conv = weight_norm(nn.Conv1d(1, 1, kernel_size=3, stride=2, groups=1, padding=1))
+        
+        self.asr_res = nn.Sequential(
+            weight_norm(nn.Conv1d(512, 64, kernel_size=1)),
+        )
+        
+        
+        self.generator = Generator(style_dim, resblock_kernel_sizes, upsample_rates, 
+                                   upsample_initial_channel, resblock_dilation_sizes, 
+                                   upsample_kernel_sizes, gen_istft_n_fft, gen_istft_hop_size)
+        
+    def forward(self, asr, F0_curve, N, s):
+        F0 = self.F0_conv(F0_curve.unsqueeze(1))
+        N = self.N_conv(N.unsqueeze(1))
+        
+        x = torch.cat([asr, F0, N], axis=1)
+        x = self.encode(x, s)
+        
+        asr_res = self.asr_res(asr)
+        
+        res = True
+        for block in self.decode:
+            if res:
+                x = torch.cat([x, asr_res, F0, N], axis=1)
+            x = block(x, s)
+            if block.upsample_type != "none":
+                res = False
+                
+        x = self.generator(x, s, F0_curve)
+        return x
diff --git a/backend/python/kokoro/kokoro.py b/backend/python/kokoro/kokoro.py
new file mode 100644
index 00000000..3a0df7f5
--- /dev/null
+++ b/backend/python/kokoro/kokoro.py
@@ -0,0 +1,166 @@
+# https://huggingface.co/hexgrad/Kokoro-82M/blob/main/kokoro.py
+import phonemizer
+import re
+import torch
+import numpy as np
+
+def split_num(num):
+    num = num.group()
+    if '.' in num:
+        return num
+    elif ':' in num:
+        h, m = [int(n) for n in num.split(':')]
+        if m == 0:
+            return f"{h} o'clock"
+        elif m < 10:
+            return f'{h} oh {m}'
+        return f'{h} {m}'
+    year = int(num[:4])
+    if year < 1100 or year % 1000 < 10:
+        return num
+    left, right = num[:2], int(num[2:4])
+    s = 's' if num.endswith('s') else ''
+    if 100 <= year % 1000 <= 999:
+        if right == 0:
+            return f'{left} hundred{s}'
+        elif right < 10:
+            return f'{left} oh {right}{s}'
+    return f'{left} {right}{s}'
+
+def flip_money(m):
+    m = m.group()
+    bill = 'dollar' if m[0] == '$' else 'pound'
+    if m[-1].isalpha():
+        return f'{m[1:]} {bill}s'
+    elif '.' not in m:
+        s = '' if m[1:] == '1' else 's'
+        return f'{m[1:]} {bill}{s}'
+    b, c = m[1:].split('.')
+    s = '' if b == '1' else 's'
+    c = int(c.ljust(2, '0'))
+    coins = f"cent{'' if c == 1 else 's'}" if m[0] == '$' else ('penny' if c == 1 else 'pence')
+    return f'{b} {bill}{s} and {c} {coins}'
+
+def point_num(num):
+    a, b = num.group().split('.')
+    return ' point '.join([a, ' '.join(b)])
+
+def normalize_text(text):
+    text = text.replace(chr(8216), "'").replace(chr(8217), "'")
+    text = text.replace('«', chr(8220)).replace('»', chr(8221))
+    text = text.replace(chr(8220), '"').replace(chr(8221), '"')
+    text = text.replace('(', '«').replace(')', '»')
+    for a, b in zip('、。！，：；？', ',.!,:;?'):
+        text = text.replace(a, b+' ')
+    text = re.sub(r'[^\S \n]', ' ', text)
+    text = re.sub(r'  +', ' ', text)
+    text = re.sub(r'(?<=\n) +(?=\n)', '', text)
+    text = re.sub(r'\bD[Rr]\.(?= [A-Z])', 'Doctor', text)
+    text = re.sub(r'\b(?:Mr\.|MR\.(?= [A-Z]))', 'Mister', text)
+    text = re.sub(r'\b(?:Ms\.|MS\.(?= [A-Z]))', 'Miss', text)
+    text = re.sub(r'\b(?:Mrs\.|MRS\.(?= [A-Z]))', 'Mrs', text)
+    text = re.sub(r'\betc\.(?! [A-Z])', 'etc', text)
+    text = re.sub(r'(?i)\b(y)eah?\b', r"\1e'a", text)
+    text = re.sub(r'\d*\.\d+|\b\d{4}s?\b|(?<!:)\b(?:[1-9]|1[0-2]):[0-5]\d\b(?!:)', split_num, text)
+    text = re.sub(r'(?<=\d),(?=\d)', '', text)
+    text = re.sub(r'(?i)[$£]\d+(?:\.\d+)?(?: hundred| thousand| (?:[bm]|tr)illion)*\b|[$£]\d+\.\d\d?\b', flip_money, text)
+    text = re.sub(r'\d*\.\d+', point_num, text)
+    text = re.sub(r'(?<=\d)-(?=\d)', ' to ', text)
+    text = re.sub(r'(?<=\d)S', ' S', text)
+    text = re.sub(r"(?<=[BCDFGHJ-NP-TV-Z])'?s\b", "'S", text)
+    text = re.sub(r"(?<=X')S\b", 's', text)
+    text = re.sub(r'(?:[A-Za-z]\.){2,} [a-z]', lambda m: m.group().replace('.', '-'), text)
+    text = re.sub(r'(?i)(?<=[A-Z])\.(?=[A-Z])', '-', text)
+    return text.strip()
+
+def get_vocab():
+    _pad = "$"
+    _punctuation = ';:,.!?¡¿—…"«»“” '
+    _letters = 'ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz'
+    _letters_ipa = "ɑɐɒæɓʙβɔɕçɗɖðʤəɘɚɛɜɝɞɟʄɡɠɢʛɦɧħɥʜɨɪʝɭɬɫɮʟɱɯɰŋɳɲɴøɵɸθœɶʘɹɺɾɻʀʁɽʂʃʈʧʉʊʋⱱʌɣɤʍχʎʏʑʐʒʔʡʕʢǀǁǂǃˈˌːˑʼʴʰʱʲʷˠˤ˞↓↑→↗↘'̩'ᵻ"
+    symbols = [_pad] + list(_punctuation) + list(_letters) + list(_letters_ipa)
+    dicts = {}
+    for i in range(len((symbols))):
+        dicts[symbols[i]] = i
+    return dicts
+
+VOCAB = get_vocab()
+def tokenize(ps):
+    return [i for i in map(VOCAB.get, ps) if i is not None]
+
+phonemizers = dict(
+    a=phonemizer.backend.EspeakBackend(language='en-us', preserve_punctuation=True, with_stress=True),
+    b=phonemizer.backend.EspeakBackend(language='en-gb', preserve_punctuation=True, with_stress=True),
+)
+def phonemize(text, lang, norm=True):
+    if norm:
+        text = normalize_text(text)
+    ps = phonemizers[lang].phonemize([text])
+    ps = ps[0] if ps else ''
+    # https://en.wiktionary.org/wiki/kokoro#English
+    ps = ps.replace('kəkˈoːɹoʊ', 'kˈoʊkəɹoʊ').replace('kəkˈɔːɹəʊ', 'kˈəʊkəɹəʊ')
+    ps = ps.replace('ʲ', 'j').replace('r', 'ɹ').replace('x', 'k').replace('ɬ', 'l')
+    ps = re.sub(r'(?<=[a-zɹː])(?=hˈʌndɹɪd)', ' ', ps)
+    ps = re.sub(r' z(?=[;:,.!?¡¿—…"«»“” ]|$)', 'z', ps)
+    if lang == 'a':
+        ps = re.sub(r'(?<=nˈaɪn)ti(?!ː)', 'di', ps)
+    ps = ''.join(filter(lambda p: p in VOCAB, ps))
+    return ps.strip()
+
+def length_to_mask(lengths):
+    mask = torch.arange(lengths.max()).unsqueeze(0).expand(lengths.shape[0], -1).type_as(lengths)
+    mask = torch.gt(mask+1, lengths.unsqueeze(1))
+    return mask
+
+@torch.no_grad()
+def forward(model, tokens, ref_s, speed):
+    device = ref_s.device
+    tokens = torch.LongTensor([[0, *tokens, 0]]).to(device)
+    input_lengths = torch.LongTensor([tokens.shape[-1]]).to(device)
+    text_mask = length_to_mask(input_lengths).to(device)
+    bert_dur = model.bert(tokens, attention_mask=(~text_mask).int())
+    d_en = model.bert_encoder(bert_dur).transpose(-1, -2)
+    s = ref_s[:, 128:]
+    d = model.predictor.text_encoder(d_en, s, input_lengths, text_mask)
+    x, _ = model.predictor.lstm(d)
+    duration = model.predictor.duration_proj(x)
+    duration = torch.sigmoid(duration).sum(axis=-1) / speed
+    pred_dur = torch.round(duration).clamp(min=1).long()
+    pred_aln_trg = torch.zeros(input_lengths, pred_dur.sum().item())
+    c_frame = 0
+    for i in range(pred_aln_trg.size(0)):
+        pred_aln_trg[i, c_frame:c_frame + pred_dur[0,i].item()] = 1
+        c_frame += pred_dur[0,i].item()
+    en = d.transpose(-1, -2) @ pred_aln_trg.unsqueeze(0).to(device)
+    F0_pred, N_pred = model.predictor.F0Ntrain(en, s)
+    t_en = model.text_encoder(tokens, input_lengths, text_mask)
+    asr = t_en @ pred_aln_trg.unsqueeze(0).to(device)
+    return model.decoder(asr, F0_pred, N_pred, ref_s[:, :128]).squeeze().cpu().numpy()
+
+def generate(model, text, voicepack, lang='a', speed=1, ps=None):
+    ps = ps or phonemize(text, lang)
+    tokens = tokenize(ps)
+    if not tokens:
+        return None
+    elif len(tokens) > 510:
+        tokens = tokens[:510]
+        print('Truncated to 510 tokens')
+    ref_s = voicepack[len(tokens)]
+    out = forward(model, tokens, ref_s, speed)
+    ps = ''.join(next(k for k, v in VOCAB.items() if i == v) for i in tokens)
+    return out, ps
+
+def generate_full(model, text, voicepack, lang='a', speed=1, ps=None):
+    ps = ps or phonemize(text, lang)
+    tokens = tokenize(ps)
+    if not tokens:
+        return None
+    outs = []
+    loop_count = len(tokens)//510 + (1 if len(tokens) % 510 != 0 else 0)
+    for i in range(loop_count):
+        ref_s = voicepack[len(tokens[i*510:(i+1)*510])]
+        out = forward(model, tokens[i*510:(i+1)*510], ref_s, speed)
+        outs.append(out)
+    outs = np.concatenate(outs)
+    ps = ''.join(next(k for k, v in VOCAB.items() if i == v) for i in tokens)
+    return outs, ps
\ No newline at end of file
diff --git a/backend/python/kokoro/models.py b/backend/python/kokoro/models.py
new file mode 100644
index 00000000..cf358d9e
--- /dev/null
+++ b/backend/python/kokoro/models.py
@@ -0,0 +1,373 @@
+# https://github.com/yl4579/StyleTTS2/blob/main/models.py
+# https://huggingface.co/hexgrad/Kokoro-82M/blob/main/models.py
+from istftnet import AdaIN1d, Decoder
+from munch import Munch
+from pathlib import Path
+from plbert import load_plbert
+from torch.nn.utils import weight_norm, spectral_norm
+import json
+import numpy as np
+import os
+import os.path as osp
+import torch
+import torch.nn as nn
+import torch.nn.functional as F
+
+class LinearNorm(torch.nn.Module):
+    def __init__(self, in_dim, out_dim, bias=True, w_init_gain='linear'):
+        super(LinearNorm, self).__init__()
+        self.linear_layer = torch.nn.Linear(in_dim, out_dim, bias=bias)
+
+        torch.nn.init.xavier_uniform_(
+            self.linear_layer.weight,
+            gain=torch.nn.init.calculate_gain(w_init_gain))
+
+    def forward(self, x):
+        return self.linear_layer(x)
+
+class LayerNorm(nn.Module):
+    def __init__(self, channels, eps=1e-5):
+        super().__init__()
+        self.channels = channels
+        self.eps = eps
+
+        self.gamma = nn.Parameter(torch.ones(channels))
+        self.beta = nn.Parameter(torch.zeros(channels))
+
+    def forward(self, x):
+        x = x.transpose(1, -1)
+        x = F.layer_norm(x, (self.channels,), self.gamma, self.beta, self.eps)
+        return x.transpose(1, -1)
+    
+class TextEncoder(nn.Module):
+    def __init__(self, channels, kernel_size, depth, n_symbols, actv=nn.LeakyReLU(0.2)):
+        super().__init__()
+        self.embedding = nn.Embedding(n_symbols, channels)
+
+        padding = (kernel_size - 1) // 2
+        self.cnn = nn.ModuleList()
+        for _ in range(depth):
+            self.cnn.append(nn.Sequential(
+                weight_norm(nn.Conv1d(channels, channels, kernel_size=kernel_size, padding=padding)),
+                LayerNorm(channels),
+                actv,
+                nn.Dropout(0.2),
+            ))
+        # self.cnn = nn.Sequential(*self.cnn)
+
+        self.lstm = nn.LSTM(channels, channels//2, 1, batch_first=True, bidirectional=True)
+
+    def forward(self, x, input_lengths, m):
+        x = self.embedding(x)  # [B, T, emb]
+        x = x.transpose(1, 2)  # [B, emb, T]
+        m = m.to(input_lengths.device).unsqueeze(1)
+        x.masked_fill_(m, 0.0)
+        
+        for c in self.cnn:
+            x = c(x)
+            x.masked_fill_(m, 0.0)
+            
+        x = x.transpose(1, 2)  # [B, T, chn]
+
+        input_lengths = input_lengths.cpu().numpy()
+        x = nn.utils.rnn.pack_padded_sequence(
+            x, input_lengths, batch_first=True, enforce_sorted=False)
+
+        self.lstm.flatten_parameters()
+        x, _ = self.lstm(x)
+        x, _ = nn.utils.rnn.pad_packed_sequence(
+            x, batch_first=True)
+                
+        x = x.transpose(-1, -2)
+        x_pad = torch.zeros([x.shape[0], x.shape[1], m.shape[-1]])
+
+        x_pad[:, :, :x.shape[-1]] = x
+        x = x_pad.to(x.device)
+        
+        x.masked_fill_(m, 0.0)
+        
+        return x
+
+    def inference(self, x):
+        x = self.embedding(x)
+        x = x.transpose(1, 2)
+        x = self.cnn(x)
+        x = x.transpose(1, 2)
+        self.lstm.flatten_parameters()
+        x, _ = self.lstm(x)
+        return x
+    
+    def length_to_mask(self, lengths):
+        mask = torch.arange(lengths.max()).unsqueeze(0).expand(lengths.shape[0], -1).type_as(lengths)
+        mask = torch.gt(mask+1, lengths.unsqueeze(1))
+        return mask
+
+
+class UpSample1d(nn.Module):
+    def __init__(self, layer_type):
+        super().__init__()
+        self.layer_type = layer_type
+
+    def forward(self, x):
+        if self.layer_type == 'none':
+            return x
+        else:
+            return F.interpolate(x, scale_factor=2, mode='nearest')
+
+class AdainResBlk1d(nn.Module):
+    def __init__(self, dim_in, dim_out, style_dim=64, actv=nn.LeakyReLU(0.2),
+                 upsample='none', dropout_p=0.0):
+        super().__init__()
+        self.actv = actv
+        self.upsample_type = upsample
+        self.upsample = UpSample1d(upsample)
+        self.learned_sc = dim_in != dim_out
+        self._build_weights(dim_in, dim_out, style_dim)
+        self.dropout = nn.Dropout(dropout_p)
+        
+        if upsample == 'none':
+            self.pool = nn.Identity()
+        else:
+            self.pool = weight_norm(nn.ConvTranspose1d(dim_in, dim_in, kernel_size=3, stride=2, groups=dim_in, padding=1, output_padding=1))
+        
+        
+    def _build_weights(self, dim_in, dim_out, style_dim):
+        self.conv1 = weight_norm(nn.Conv1d(dim_in, dim_out, 3, 1, 1))
+        self.conv2 = weight_norm(nn.Conv1d(dim_out, dim_out, 3, 1, 1))
+        self.norm1 = AdaIN1d(style_dim, dim_in)
+        self.norm2 = AdaIN1d(style_dim, dim_out)
+        if self.learned_sc:
+            self.conv1x1 = weight_norm(nn.Conv1d(dim_in, dim_out, 1, 1, 0, bias=False))
+
+    def _shortcut(self, x):
+        x = self.upsample(x)
+        if self.learned_sc:
+            x = self.conv1x1(x)
+        return x
+
+    def _residual(self, x, s):
+        x = self.norm1(x, s)
+        x = self.actv(x)
+        x = self.pool(x)
+        x = self.conv1(self.dropout(x))
+        x = self.norm2(x, s)
+        x = self.actv(x)
+        x = self.conv2(self.dropout(x))
+        return x
+
+    def forward(self, x, s):
+        out = self._residual(x, s)
+        out = (out + self._shortcut(x)) / np.sqrt(2)
+        return out
+    
+class AdaLayerNorm(nn.Module):
+    def __init__(self, style_dim, channels, eps=1e-5):
+        super().__init__()
+        self.channels = channels
+        self.eps = eps
+
+        self.fc = nn.Linear(style_dim, channels*2)
+
+    def forward(self, x, s):
+        x = x.transpose(-1, -2)
+        x = x.transpose(1, -1)
+                
+        h = self.fc(s)
+        h = h.view(h.size(0), h.size(1), 1)
+        gamma, beta = torch.chunk(h, chunks=2, dim=1)
+        gamma, beta = gamma.transpose(1, -1), beta.transpose(1, -1)
+        
+        
+        x = F.layer_norm(x, (self.channels,), eps=self.eps)
+        x = (1 + gamma) * x + beta
+        return x.transpose(1, -1).transpose(-1, -2)
+
+class ProsodyPredictor(nn.Module):
+
+    def __init__(self, style_dim, d_hid, nlayers, max_dur=50, dropout=0.1):
+        super().__init__() 
+        
+        self.text_encoder = DurationEncoder(sty_dim=style_dim, 
+                                            d_model=d_hid,
+                                            nlayers=nlayers, 
+                                            dropout=dropout)
+
+        self.lstm = nn.LSTM(d_hid + style_dim, d_hid // 2, 1, batch_first=True, bidirectional=True)
+        self.duration_proj = LinearNorm(d_hid, max_dur)
+        
+        self.shared = nn.LSTM(d_hid + style_dim, d_hid // 2, 1, batch_first=True, bidirectional=True)
+        self.F0 = nn.ModuleList()
+        self.F0.append(AdainResBlk1d(d_hid, d_hid, style_dim, dropout_p=dropout))
+        self.F0.append(AdainResBlk1d(d_hid, d_hid // 2, style_dim, upsample=True, dropout_p=dropout))
+        self.F0.append(AdainResBlk1d(d_hid // 2, d_hid // 2, style_dim, dropout_p=dropout))
+
+        self.N = nn.ModuleList()
+        self.N.append(AdainResBlk1d(d_hid, d_hid, style_dim, dropout_p=dropout))
+        self.N.append(AdainResBlk1d(d_hid, d_hid // 2, style_dim, upsample=True, dropout_p=dropout))
+        self.N.append(AdainResBlk1d(d_hid // 2, d_hid // 2, style_dim, dropout_p=dropout))
+        
+        self.F0_proj = nn.Conv1d(d_hid // 2, 1, 1, 1, 0)
+        self.N_proj = nn.Conv1d(d_hid // 2, 1, 1, 1, 0)
+
+
+    def forward(self, texts, style, text_lengths, alignment, m):
+        d = self.text_encoder(texts, style, text_lengths, m)
+        
+        batch_size = d.shape[0]
+        text_size = d.shape[1]
+        
+        # predict duration
+        input_lengths = text_lengths.cpu().numpy()
+        x = nn.utils.rnn.pack_padded_sequence(
+            d, input_lengths, batch_first=True, enforce_sorted=False)
+        
+        m = m.to(text_lengths.device).unsqueeze(1)
+        
+        self.lstm.flatten_parameters()
+        x, _ = self.lstm(x)
+        x, _ = nn.utils.rnn.pad_packed_sequence(
+            x, batch_first=True)
+        
+        x_pad = torch.zeros([x.shape[0], m.shape[-1], x.shape[-1]])
+
+        x_pad[:, :x.shape[1], :] = x
+        x = x_pad.to(x.device)
+                
+        duration = self.duration_proj(nn.functional.dropout(x, 0.5, training=self.training))
+        
+        en = (d.transpose(-1, -2) @ alignment)
+
+        return duration.squeeze(-1), en
+    
+    def F0Ntrain(self, x, s):
+        x, _ = self.shared(x.transpose(-1, -2))
+        
+        F0 = x.transpose(-1, -2)
+        for block in self.F0:
+            F0 = block(F0, s)
+        F0 = self.F0_proj(F0)
+
+        N = x.transpose(-1, -2)
+        for block in self.N:
+            N = block(N, s)
+        N = self.N_proj(N)
+        
+        return F0.squeeze(1), N.squeeze(1)
+    
+    def length_to_mask(self, lengths):
+        mask = torch.arange(lengths.max()).unsqueeze(0).expand(lengths.shape[0], -1).type_as(lengths)
+        mask = torch.gt(mask+1, lengths.unsqueeze(1))
+        return mask
+
+class DurationEncoder(nn.Module):
+
+    def __init__(self, sty_dim, d_model, nlayers, dropout=0.1):
+        super().__init__()
+        self.lstms = nn.ModuleList()
+        for _ in range(nlayers):
+            self.lstms.append(nn.LSTM(d_model + sty_dim, 
+                                 d_model // 2, 
+                                 num_layers=1, 
+                                 batch_first=True, 
+                                 bidirectional=True, 
+                                 dropout=dropout))
+            self.lstms.append(AdaLayerNorm(sty_dim, d_model))
+        
+        
+        self.dropout = dropout
+        self.d_model = d_model
+        self.sty_dim = sty_dim
+
+    def forward(self, x, style, text_lengths, m):
+        masks = m.to(text_lengths.device)
+        
+        x = x.permute(2, 0, 1)
+        s = style.expand(x.shape[0], x.shape[1], -1)
+        x = torch.cat([x, s], axis=-1)
+        x.masked_fill_(masks.unsqueeze(-1).transpose(0, 1), 0.0)
+                
+        x = x.transpose(0, 1)
+        input_lengths = text_lengths.cpu().numpy()
+        x = x.transpose(-1, -2)
+        
+        for block in self.lstms:
+            if isinstance(block, AdaLayerNorm):
+                x = block(x.transpose(-1, -2), style).transpose(-1, -2)
+                x = torch.cat([x, s.permute(1, -1, 0)], axis=1)
+                x.masked_fill_(masks.unsqueeze(-1).transpose(-1, -2), 0.0)
+            else:
+                x = x.transpose(-1, -2)
+                x = nn.utils.rnn.pack_padded_sequence(
+                    x, input_lengths, batch_first=True, enforce_sorted=False)
+                block.flatten_parameters()
+                x, _ = block(x)
+                x, _ = nn.utils.rnn.pad_packed_sequence(
+                    x, batch_first=True)
+                x = F.dropout(x, p=self.dropout, training=self.training)
+                x = x.transpose(-1, -2)
+                
+                x_pad = torch.zeros([x.shape[0], x.shape[1], m.shape[-1]])
+
+                x_pad[:, :, :x.shape[-1]] = x
+                x = x_pad.to(x.device)
+        
+        return x.transpose(-1, -2)
+    
+    def inference(self, x, style):
+        x = self.embedding(x.transpose(-1, -2)) * np.sqrt(self.d_model)
+        style = style.expand(x.shape[0], x.shape[1], -1)
+        x = torch.cat([x, style], axis=-1)
+        src = self.pos_encoder(x)
+        output = self.transformer_encoder(src).transpose(0, 1)
+        return output
+    
+    def length_to_mask(self, lengths):
+        mask = torch.arange(lengths.max()).unsqueeze(0).expand(lengths.shape[0], -1).type_as(lengths)
+        mask = torch.gt(mask+1, lengths.unsqueeze(1))
+        return mask
+
+# https://github.com/yl4579/StyleTTS2/blob/main/utils.py
+def recursive_munch(d):
+    if isinstance(d, dict):
+        return Munch((k, recursive_munch(v)) for k, v in d.items())
+    elif isinstance(d, list):
+        return [recursive_munch(v) for v in d]
+    else:
+        return d
+
+def build_model(path, device):
+    config = Path(__file__).parent / 'config.json'
+    assert config.exists(), f'Config path incorrect: config.json not found at {config}'
+    with open(config, 'r') as r:
+        args = recursive_munch(json.load(r))
+    assert args.decoder.type == 'istftnet', f'Unknown decoder type: {args.decoder.type}'
+    decoder = Decoder(dim_in=args.hidden_dim, style_dim=args.style_dim, dim_out=args.n_mels,
+            resblock_kernel_sizes = args.decoder.resblock_kernel_sizes,
+            upsample_rates = args.decoder.upsample_rates,
+            upsample_initial_channel=args.decoder.upsample_initial_channel,
+            resblock_dilation_sizes=args.decoder.resblock_dilation_sizes,
+            upsample_kernel_sizes=args.decoder.upsample_kernel_sizes,
+            gen_istft_n_fft=args.decoder.gen_istft_n_fft, gen_istft_hop_size=args.decoder.gen_istft_hop_size)
+    text_encoder = TextEncoder(channels=args.hidden_dim, kernel_size=5, depth=args.n_layer, n_symbols=args.n_token)
+    predictor = ProsodyPredictor(style_dim=args.style_dim, d_hid=args.hidden_dim, nlayers=args.n_layer, max_dur=args.max_dur, dropout=args.dropout)
+    bert = load_plbert()
+    bert_encoder = nn.Linear(bert.config.hidden_size, args.hidden_dim)
+    for parent in [bert, bert_encoder, predictor, decoder, text_encoder]:
+        for child in parent.children():
+            if isinstance(child, nn.RNNBase):
+                child.flatten_parameters()
+    model = Munch(
+        bert=bert.to(device).eval(),
+        bert_encoder=bert_encoder.to(device).eval(),
+        predictor=predictor.to(device).eval(),
+        decoder=decoder.to(device).eval(),
+        text_encoder=text_encoder.to(device).eval(),
+    )
+    for key, state_dict in torch.load(path, map_location='cpu', weights_only=True)['net'].items():
+        assert key in model, key
+        try:
+            model[key].load_state_dict(state_dict)
+        except:
+            state_dict = {k[7:]: v for k, v in state_dict.items()}
+            model[key].load_state_dict(state_dict, strict=False)
+    return model
diff --git a/backend/python/kokoro/plbert.py b/backend/python/kokoro/plbert.py
new file mode 100644
index 00000000..bf1dba5a
--- /dev/null
+++ b/backend/python/kokoro/plbert.py
@@ -0,0 +1,16 @@
+# https://huggingface.co/hexgrad/Kokoro-82M/blob/main/plbert.py
+# https://github.com/yl4579/StyleTTS2/blob/main/Utils/PLBERT/util.py
+from transformers import AlbertConfig, AlbertModel
+
+class CustomAlbert(AlbertModel):
+    def forward(self, *args, **kwargs):
+        # Call the original forward method
+        outputs = super().forward(*args, **kwargs)
+        # Only return the last_hidden_state
+        return outputs.last_hidden_state
+
+def load_plbert():
+    plbert_config = {'vocab_size': 178, 'hidden_size': 768, 'num_attention_heads': 12, 'intermediate_size': 2048, 'max_position_embeddings': 512, 'num_hidden_layers': 12, 'dropout': 0.1}
+    albert_base_configuration = AlbertConfig(**plbert_config)
+    bert = CustomAlbert(albert_base_configuration)
+    return bert
diff --git a/backend/python/kokoro/protogen.sh b/backend/python/kokoro/protogen.sh
new file mode 100644
index 00000000..32f39fbb
--- /dev/null
+++ b/backend/python/kokoro/protogen.sh
@@ -0,0 +1,6 @@
+#!/bin/bash
+set -e
+
+source $(dirname $0)/../common/libbackend.sh
+
+python3 -m grpc_tools.protoc -I../.. --python_out=. --grpc_python_out=. backend.proto
\ No newline at end of file
diff --git a/backend/python/kokoro/requirements-cpu.txt b/backend/python/kokoro/requirements-cpu.txt
new file mode 100644
index 00000000..b4f1261f
--- /dev/null
+++ b/backend/python/kokoro/requirements-cpu.txt
@@ -0,0 +1,2 @@
+torch==2.4.1
+transformers
\ No newline at end of file
diff --git a/backend/python/kokoro/requirements-cublas11.txt b/backend/python/kokoro/requirements-cublas11.txt
new file mode 100644
index 00000000..ed0d4df5
--- /dev/null
+++ b/backend/python/kokoro/requirements-cublas11.txt
@@ -0,0 +1,3 @@
+--extra-index-url https://download.pytorch.org/whl/cu118
+torch==2.4.1+cu118
+transformers
\ No newline at end of file
diff --git a/backend/python/kokoro/requirements-cublas12.txt b/backend/python/kokoro/requirements-cublas12.txt
new file mode 100644
index 00000000..b4f1261f
--- /dev/null
+++ b/backend/python/kokoro/requirements-cublas12.txt
@@ -0,0 +1,2 @@
+torch==2.4.1
+transformers
\ No newline at end of file
diff --git a/backend/python/kokoro/requirements-hipblas.txt b/backend/python/kokoro/requirements-hipblas.txt
new file mode 100644
index 00000000..ec8d0306
--- /dev/null
+++ b/backend/python/kokoro/requirements-hipblas.txt
@@ -0,0 +1,3 @@
+--extra-index-url https://download.pytorch.org/whl/rocm6.0
+torch==2.4.1+rocm6.0
+transformers
\ No newline at end of file
diff --git a/backend/python/kokoro/requirements-intel.txt b/backend/python/kokoro/requirements-intel.txt
new file mode 100644
index 00000000..b16448d3
--- /dev/null
+++ b/backend/python/kokoro/requirements-intel.txt
@@ -0,0 +1,5 @@
+--extra-index-url https://pytorch-extension.intel.com/release-whl/stable/xpu/us/
+intel-extension-for-pytorch==2.3.110+xpu
+torch==2.3.1+cxx11.abi
+oneccl_bind_pt==2.3.100+xpu
+transformers
\ No newline at end of file
diff --git a/backend/python/kokoro/requirements.txt b/backend/python/kokoro/requirements.txt
new file mode 100644
index 00000000..75d65ba1
--- /dev/null
+++ b/backend/python/kokoro/requirements.txt
@@ -0,0 +1,7 @@
+grpcio==1.69.0
+protobuf
+phonemizer
+scipy
+munch
+setuptools
+soundfile
\ No newline at end of file
diff --git a/backend/python/kokoro/run.sh b/backend/python/kokoro/run.sh
new file mode 100755
index 00000000..375c07e5
--- /dev/null
+++ b/backend/python/kokoro/run.sh
@@ -0,0 +1,4 @@
+#!/bin/bash
+source $(dirname $0)/../common/libbackend.sh
+
+startBackend $@
\ No newline at end of file
diff --git a/backend/python/kokoro/test.sh b/backend/python/kokoro/test.sh
new file mode 100755
index 00000000..6940b066
--- /dev/null
+++ b/backend/python/kokoro/test.sh
@@ -0,0 +1,6 @@
+#!/bin/bash
+set -e
+
+source $(dirname $0)/../common/libbackend.sh
+
+runUnittests
diff --git a/pkg/model/loader.go b/pkg/model/loader.go
index d62f52b2..bb9bdd8a 100644
--- a/pkg/model/loader.go
+++ b/pkg/model/loader.go
@@ -54,6 +54,8 @@ var knownModelsNameSuffixToSkip []string = []string{
 	".yml",
 	".json",
 	".txt",
+	".pt",
+	".onnx",
 	".md",
 	".MD",
 	".DS_Store",

From d08d97bebf9fd44010f5a38b3f7002edb29f2793 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 16 Jan 2025 22:26:55 +0100
Subject: [PATCH 035/679] chore(model gallery): fix typo

Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
---
 gallery/index.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 22d748d8..349cd419 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -3281,7 +3281,7 @@
     - filename: smollm2-1.7b-instruct-q4_k_m.gguf
       sha256: decd2598bc2c8ed08c19adc3c8fdd461ee19ed5708679d1c54ef54a5a30d4f33
       uri: huggingface://HuggingFaceTB/SmolLM2-1.7B-Instruct-GGUF/smollm2-1.7b-instruct-q4_k_m.gguf
-- !!merge <<: qwen25
+- !!merge <<: *qwen25
   name: "vikhr-qwen-2.5-1.5b-instruct"
   urls:
     - https://huggingface.co/Vikhrmodels/Vikhr-Qwen-2.5-1.5B-Instruct

From 7d0ac1ea3f5faf8047623f5cb92df23bdbd1f393 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 17 Jan 2025 09:35:10 +0100
Subject: [PATCH 036/679] chore(vall-e-x): Drop backend (#4619)

There are many new architectures that are SOTA and replaces vall-e-x
nowadays.

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 .github/dependabot.yml                        |   4 -
 .github/workflows/test-extra.yml              |  20 ---
 Dockerfile                                    |   7 +-
 Makefile                                      |  13 +-
 backend/python/vall-e-x/.gitignore            |   1 -
 backend/python/vall-e-x/Makefile              |  33 ----
 backend/python/vall-e-x/README.md             |   5 -
 backend/python/vall-e-x/backend.py            | 141 ------------------
 backend/python/vall-e-x/install.sh            |  22 ---
 backend/python/vall-e-x/requirements-cpu.txt  |   3 -
 .../python/vall-e-x/requirements-cublas11.txt |   4 -
 .../python/vall-e-x/requirements-cublas12.txt |   3 -
 .../python/vall-e-x/requirements-hipblas.txt  |   4 -
 .../python/vall-e-x/requirements-intel.txt    |   7 -
 backend/python/vall-e-x/requirements.txt      |   4 -
 backend/python/vall-e-x/run.sh                |   6 -
 backend/python/vall-e-x/test.py               |  81 ----------
 backend/python/vall-e-x/test.sh               |   7 -
 core/backend/options.go                       |   2 +-
 core/config/backend_config.go                 |   7 +-
 20 files changed, 6 insertions(+), 368 deletions(-)
 delete mode 100644 backend/python/vall-e-x/.gitignore
 delete mode 100644 backend/python/vall-e-x/Makefile
 delete mode 100644 backend/python/vall-e-x/README.md
 delete mode 100644 backend/python/vall-e-x/backend.py
 delete mode 100755 backend/python/vall-e-x/install.sh
 delete mode 100644 backend/python/vall-e-x/requirements-cpu.txt
 delete mode 100644 backend/python/vall-e-x/requirements-cublas11.txt
 delete mode 100644 backend/python/vall-e-x/requirements-cublas12.txt
 delete mode 100644 backend/python/vall-e-x/requirements-hipblas.txt
 delete mode 100644 backend/python/vall-e-x/requirements-intel.txt
 delete mode 100644 backend/python/vall-e-x/requirements.txt
 delete mode 100755 backend/python/vall-e-x/run.sh
 delete mode 100644 backend/python/vall-e-x/test.py
 delete mode 100755 backend/python/vall-e-x/test.sh

diff --git a/.github/dependabot.yml b/.github/dependabot.yml
index fcd6c88c..8fa0cca5 100644
--- a/.github/dependabot.yml
+++ b/.github/dependabot.yml
@@ -85,10 +85,6 @@ updates:
     directory: "/backend/python/transformers-musicgen"
     schedule:
       interval: "weekly"
-  - package-ecosystem: "pip"
-    directory: "/backend/python/vall-e-x"
-    schedule:
-      interval: "weekly"
   - package-ecosystem: "pip"
     directory: "/backend/python/vllm"
     schedule:
diff --git a/.github/workflows/test-extra.yml b/.github/workflows/test-extra.yml
index a2c34872..3c2fee37 100644
--- a/.github/workflows/test-extra.yml
+++ b/.github/workflows/test-extra.yml
@@ -260,26 +260,6 @@ jobs:
   #       run: |
   #          make --jobs=5 --output-sync=target -C backend/python/vllm
   #          make --jobs=5 --output-sync=target -C backend/python/vllm test
-  tests-vallex:
-    runs-on: ubuntu-latest
-    steps:
-      - name: Clone
-        uses: actions/checkout@v4
-        with:
-          submodules: true
-      - name: Dependencies
-        run: |
-          sudo apt-get update
-          sudo apt-get install build-essential ffmpeg
-          # Install UV
-          curl -LsSf https://astral.sh/uv/install.sh | sh
-          sudo apt-get install -y ca-certificates cmake curl patch python3-pip
-          sudo apt-get install -y libopencv-dev
-          pip install --user --no-cache-dir grpcio-tools==1.64.1
-      - name: Test vall-e-x
-        run: |
-           make --jobs=5 --output-sync=target -C backend/python/vall-e-x
-           make --jobs=5 --output-sync=target -C backend/python/vall-e-x test
 
   tests-coqui:
     runs-on: ubuntu-latest
diff --git a/Dockerfile b/Dockerfile
index 481edf90..354ef298 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -15,7 +15,7 @@ ARG TARGETARCH
 ARG TARGETVARIANT
 
 ENV DEBIAN_FRONTEND=noninteractive
-ENV EXTERNAL_GRPC_BACKENDS="coqui:/build/backend/python/coqui/run.sh,huggingface-embeddings:/build/backend/python/sentencetransformers/run.sh,transformers:/build/backend/python/transformers/run.sh,sentencetransformers:/build/backend/python/sentencetransformers/run.sh,rerankers:/build/backend/python/rerankers/run.sh,autogptq:/build/backend/python/autogptq/run.sh,bark:/build/backend/python/bark/run.sh,diffusers:/build/backend/python/diffusers/run.sh,openvoice:/build/backend/python/openvoice/run.sh,kokoro:/build/backend/python/kokoro/run.sh,vall-e-x:/build/backend/python/vall-e-x/run.sh,vllm:/build/backend/python/vllm/run.sh,mamba:/build/backend/python/mamba/run.sh,exllama2:/build/backend/python/exllama2/run.sh,transformers-musicgen:/build/backend/python/transformers-musicgen/run.sh,parler-tts:/build/backend/python/parler-tts/run.sh"
+ENV EXTERNAL_GRPC_BACKENDS="coqui:/build/backend/python/coqui/run.sh,huggingface-embeddings:/build/backend/python/sentencetransformers/run.sh,transformers:/build/backend/python/transformers/run.sh,sentencetransformers:/build/backend/python/sentencetransformers/run.sh,rerankers:/build/backend/python/rerankers/run.sh,autogptq:/build/backend/python/autogptq/run.sh,bark:/build/backend/python/bark/run.sh,diffusers:/build/backend/python/diffusers/run.sh,openvoice:/build/backend/python/openvoice/run.sh,kokoro:/build/backend/python/kokoro/run.sh,vllm:/build/backend/python/vllm/run.sh,mamba:/build/backend/python/mamba/run.sh,exllama2:/build/backend/python/exllama2/run.sh,transformers-musicgen:/build/backend/python/transformers-musicgen/run.sh,parler-tts:/build/backend/python/parler-tts/run.sh"
 
 
 RUN apt-get update && \
@@ -453,10 +453,7 @@ RUN if [[ ( "${EXTRA_BACKENDS}" =~ "coqui" || -z "${EXTRA_BACKENDS}" ) && "$IMAG
         make -C backend/python/transformers-musicgen \
     ; fi
 
-RUN if [[ ( "${EXTRA_BACKENDS}" =~ "vall-e-x" || -z "${EXTRA_BACKENDS}" ) && "$IMAGE_TYPE" == "extras" ]]; then \
-        make -C backend/python/vall-e-x \
-    ; fi && \
-    if [[ ( "${EXTRA_BACKENDS}" =~ "kokoro" || -z "${EXTRA_BACKENDS}" ) && "$IMAGE_TYPE" == "extras" ]]; then \
+RUN if [[ ( "${EXTRA_BACKENDS}" =~ "kokoro" || -z "${EXTRA_BACKENDS}" ) && "$IMAGE_TYPE" == "extras" ]]; then \
         make -C backend/python/kokoro \
     ; fi && \
     if [[ ( "${EXTRA_BACKENDS}" =~ "openvoice" || -z "${EXTRA_BACKENDS}" ) && "$IMAGE_TYPE" == "extras" ]]; then \
diff --git a/Makefile b/Makefile
index 49c81950..1983f568 100644
--- a/Makefile
+++ b/Makefile
@@ -583,10 +583,10 @@ protogen-go-clean:
 	$(RM) bin/*
 
 .PHONY: protogen-python
-protogen-python: autogptq-protogen bark-protogen coqui-protogen diffusers-protogen exllama2-protogen mamba-protogen rerankers-protogen sentencetransformers-protogen transformers-protogen parler-tts-protogen transformers-musicgen-protogen vall-e-x-protogen kokoro-protogen vllm-protogen openvoice-protogen
+protogen-python: autogptq-protogen bark-protogen coqui-protogen diffusers-protogen exllama2-protogen mamba-protogen rerankers-protogen sentencetransformers-protogen transformers-protogen parler-tts-protogen transformers-musicgen-protogen kokoro-protogen vllm-protogen openvoice-protogen
 
 .PHONY: protogen-python-clean
-protogen-python-clean: autogptq-protogen-clean bark-protogen-clean coqui-protogen-clean diffusers-protogen-clean  exllama2-protogen-clean mamba-protogen-clean sentencetransformers-protogen-clean rerankers-protogen-clean transformers-protogen-clean transformers-musicgen-protogen-clean parler-tts-protogen-clean vall-e-x-protogen-clean kokoro-protogen-clean vllm-protogen-clean openvoice-protogen-clean
+protogen-python-clean: autogptq-protogen-clean bark-protogen-clean coqui-protogen-clean diffusers-protogen-clean  exllama2-protogen-clean mamba-protogen-clean sentencetransformers-protogen-clean rerankers-protogen-clean transformers-protogen-clean transformers-musicgen-protogen-clean parler-tts-protogen-clean kokoro-protogen-clean vllm-protogen-clean openvoice-protogen-clean
 
 .PHONY: autogptq-protogen
 autogptq-protogen:
@@ -676,14 +676,6 @@ transformers-musicgen-protogen:
 transformers-musicgen-protogen-clean:
 	$(MAKE) -C backend/python/transformers-musicgen protogen-clean
 
-.PHONY: vall-e-x-protogen
-vall-e-x-protogen:
-	$(MAKE) -C backend/python/vall-e-x protogen
-
-.PHONY: vall-e-x-protogen-clean
-vall-e-x-protogen-clean:
-	$(MAKE) -C backend/python/vall-e-x protogen-clean
-
 .PHONY: kokoro-protogen
 kokoro-protogen:
 	$(MAKE) -C backend/python/kokoro protogen
@@ -722,7 +714,6 @@ prepare-extra-conda-environments: protogen-python
 	$(MAKE) -C backend/python/transformers
 	$(MAKE) -C backend/python/transformers-musicgen
 	$(MAKE) -C backend/python/parler-tts
-	$(MAKE) -C backend/python/vall-e-x
 	$(MAKE) -C backend/python/kokoro
 	$(MAKE) -C backend/python/openvoice
 	$(MAKE) -C backend/python/exllama2
diff --git a/backend/python/vall-e-x/.gitignore b/backend/python/vall-e-x/.gitignore
deleted file mode 100644
index 1d3a0654..00000000
--- a/backend/python/vall-e-x/.gitignore
+++ /dev/null
@@ -1 +0,0 @@
-source
\ No newline at end of file
diff --git a/backend/python/vall-e-x/Makefile b/backend/python/vall-e-x/Makefile
deleted file mode 100644
index a3ca32a3..00000000
--- a/backend/python/vall-e-x/Makefile
+++ /dev/null
@@ -1,33 +0,0 @@
-ifneq (,$(findstring sycl,$(BUILD_TYPE)))
-export SKIP_CONDA=1
-endif
-
-.PHONY: ttsvalle
-ttsvalle: protogen
-	bash install.sh
-
-.PHONY: run
-run: protogen
-	@echo "Running ttsvalle..."
-	bash run.sh
-	@echo "ttsvalle run."
-
-.PHONY: test
-test: protogen
-	@echo "Testing valle..."
-	bash test.sh
-	@echo "valle tested."
-
-.PHONY: protogen
-protogen: backend_pb2_grpc.py backend_pb2.py
-
-.PHONY: protogen-clean
-protogen-clean:
-	$(RM) backend_pb2_grpc.py backend_pb2.py
-
-backend_pb2_grpc.py backend_pb2.py:
-	python3 -m grpc_tools.protoc -I../.. --python_out=. --grpc_python_out=. backend.proto
-
-.PHONY: clean
-clean: protogen-clean
-	rm -rf source venv __pycache__
\ No newline at end of file
diff --git a/backend/python/vall-e-x/README.md b/backend/python/vall-e-x/README.md
deleted file mode 100644
index a3a93361..00000000
--- a/backend/python/vall-e-x/README.md
+++ /dev/null
@@ -1,5 +0,0 @@
-# Creating a separate environment for the ttsvalle project
-
-```
-make ttsvalle
-```
\ No newline at end of file
diff --git a/backend/python/vall-e-x/backend.py b/backend/python/vall-e-x/backend.py
deleted file mode 100644
index fc9d93bd..00000000
--- a/backend/python/vall-e-x/backend.py
+++ /dev/null
@@ -1,141 +0,0 @@
-#!/usr/bin/env python3
-
-from concurrent import futures
-import argparse
-import signal
-import sys
-import os
-import time
-import backend_pb2
-import backend_pb2_grpc
-
-import grpc
-
-from utils.generation import SAMPLE_RATE, generate_audio, preload_models
-from scipy.io.wavfile import write as write_wav
-from utils.prompt_making import make_prompt
-
-_ONE_DAY_IN_SECONDS = 60 * 60 * 24
-
-# If MAX_WORKERS are specified in the environment use it, otherwise default to 1
-MAX_WORKERS = int(os.environ.get('PYTHON_GRPC_MAX_WORKERS', '1'))
-
-# Implement the BackendServicer class with the service methods
-class BackendServicer(backend_pb2_grpc.BackendServicer):
-    """
-    gRPC servicer for backend services.
-    """
-    def Health(self, request, context):
-        """
-        Health check service.
-
-        Args:
-            request: A backend_pb2.HealthRequest instance.
-            context: A grpc.ServicerContext instance.
-
-        Returns:
-            A backend_pb2.Reply instance with message "OK".
-        """
-        return backend_pb2.Reply(message=bytes("OK", 'utf-8'))
-
-    def LoadModel(self, request, context):
-        """
-        Load model service.
-
-        Args:
-            request: A backend_pb2.LoadModelRequest instance.
-            context: A grpc.ServicerContext instance.
-
-        Returns:
-            A backend_pb2.Result instance with message "Model loaded successfully" and success=True if successful.
-            A backend_pb2.Result instance with success=False and error message if unsuccessful.
-        """
-        model_name = request.Model
-        try:
-            print("Preparing models, please wait", file=sys.stderr)
-            # download and load all models
-            preload_models()
-            self.clonedVoice = False
-            # Assume directory from request.ModelFile.
-            # Only if request.LoraAdapter it's not an absolute path
-            if request.AudioPath and request.ModelFile != "" and not os.path.isabs(request.AudioPath):
-                # get base path of modelFile
-                modelFileBase = os.path.dirname(request.ModelFile)
-                # modify LoraAdapter to be relative to modelFileBase
-                request.AudioPath = os.path.join(modelFileBase, request.AudioPath)
-            if request.AudioPath != "":
-                print("Generating model", file=sys.stderr)
-                make_prompt(name=model_name, audio_prompt_path=request.AudioPath)
-                self.clonedVoice = True
-                ### Use given transcript
-                ##make_prompt(name=model_name, audio_prompt_path="paimon_prompt.wav",
-                ##                transcript="Just, what was that? Paimon thought we were gonna get eaten.")
-        except Exception as err:
-            return backend_pb2.Result(success=False, message=f"Unexpected {err=}, {type(err)=}")
-        # Implement your logic here for the LoadModel service
-        # Replace this with your desired response
-        return backend_pb2.Result(message="Model loaded successfully", success=True)
-
-    def TTS(self, request, context):
-        """
-        Text-to-speech service.
-
-        Args:
-            request: A backend_pb2.TTSRequest instance.
-            context: A grpc.ServicerContext instance.
-
-        Returns:
-            A backend_pb2.Result instance with success=True if successful.
-            A backend_pb2.Result instance with success=False and error message if unsuccessful.
-        """
-        model = request.model
-        print(request, file=sys.stderr)
-        try:
-            audio_array = None
-            if model != "":
-                if self.clonedVoice:
-                    model = os.path.basename(request.model)
-                audio_array = generate_audio(request.text, prompt=model)
-            else:
-                audio_array = generate_audio(request.text)
-            print("saving to", request.dst, file=sys.stderr)
-            # save audio to disk
-            write_wav(request.dst, SAMPLE_RATE, audio_array)
-            print("saved to", request.dst, file=sys.stderr)
-            print("tts for", file=sys.stderr)
-            print(request, file=sys.stderr)
-        except Exception as err:
-            return backend_pb2.Result(success=False, message=f"Unexpected {err=}, {type(err)=}")
-        return backend_pb2.Result(success=True)
-
-def serve(address):
-    server = grpc.server(futures.ThreadPoolExecutor(max_workers=MAX_WORKERS))
-    backend_pb2_grpc.add_BackendServicer_to_server(BackendServicer(), server)
-    server.add_insecure_port(address)
-    server.start()
-    print("Server started. Listening on: " + address, file=sys.stderr)
-
-    # Define the signal handler function
-    def signal_handler(sig, frame):
-        print("Received termination signal. Shutting down...")
-        server.stop(0)
-        sys.exit(0)
-
-    # Set the signal handlers for SIGINT and SIGTERM
-    signal.signal(signal.SIGINT, signal_handler)
-    signal.signal(signal.SIGTERM, signal_handler)
-
-    try:
-        while True:
-            time.sleep(_ONE_DAY_IN_SECONDS)
-    except KeyboardInterrupt:
-        server.stop(0)
-
-if __name__ == "__main__":
-    parser = argparse.ArgumentParser(description="Run the gRPC server.")
-    parser.add_argument(
-        "--addr", default="localhost:50051", help="The address to bind the server to."
-    )
-    args = parser.parse_args()
-
-    serve(args.addr)
diff --git a/backend/python/vall-e-x/install.sh b/backend/python/vall-e-x/install.sh
deleted file mode 100755
index c0cce96a..00000000
--- a/backend/python/vall-e-x/install.sh
+++ /dev/null
@@ -1,22 +0,0 @@
-#!/bin/bash
-set -e
-
-VALL_E_X_VERSION=3faaf8ccadb154d63b38070caf518ce9309ea0f4
-
-source $(dirname $0)/../common/libbackend.sh
-
-# This is here because the Intel pip index is broken and returns 200 status codes for every package name, it just doesn't return any package links.
-# This makes uv think that the package exists in the Intel pip index, and by default it stops looking at other pip indexes once it finds a match.
-# We need uv to continue falling through to the pypi default index to find optimum[openvino] in the pypi index
-# the --upgrade actually allows us to *downgrade* torch to the version provided in the Intel pip index
-if [ "x${BUILD_PROFILE}" == "xintel" ]; then
-    EXTRA_PIP_INSTALL_FLAGS+=" --upgrade --index-strategy=unsafe-first-match"
-fi
-
-installRequirements
-
-git clone https://github.com/Plachtaa/VALL-E-X.git ${MY_DIR}/source
-pushd ${MY_DIR}/source && git checkout -b build ${VALL_E_X_VERSION} && popd
-uv pip install ${BUILD_ISOLATION_FLAG} --requirement ${MY_DIR}/source/requirements.txt
-
-cp -v ./*py $MY_DIR/source/
diff --git a/backend/python/vall-e-x/requirements-cpu.txt b/backend/python/vall-e-x/requirements-cpu.txt
deleted file mode 100644
index 0aad8812..00000000
--- a/backend/python/vall-e-x/requirements-cpu.txt
+++ /dev/null
@@ -1,3 +0,0 @@
-accelerate
-torch==2.4.1
-torchaudio==2.4.1
\ No newline at end of file
diff --git a/backend/python/vall-e-x/requirements-cublas11.txt b/backend/python/vall-e-x/requirements-cublas11.txt
deleted file mode 100644
index c45de5b7..00000000
--- a/backend/python/vall-e-x/requirements-cublas11.txt
+++ /dev/null
@@ -1,4 +0,0 @@
---extra-index-url https://download.pytorch.org/whl/cu118
-accelerate
-torch==2.4.1+cu118
-torchaudio==2.4.1+cu118
\ No newline at end of file
diff --git a/backend/python/vall-e-x/requirements-cublas12.txt b/backend/python/vall-e-x/requirements-cublas12.txt
deleted file mode 100644
index 0aad8812..00000000
--- a/backend/python/vall-e-x/requirements-cublas12.txt
+++ /dev/null
@@ -1,3 +0,0 @@
-accelerate
-torch==2.4.1
-torchaudio==2.4.1
\ No newline at end of file
diff --git a/backend/python/vall-e-x/requirements-hipblas.txt b/backend/python/vall-e-x/requirements-hipblas.txt
deleted file mode 100644
index fc43790a..00000000
--- a/backend/python/vall-e-x/requirements-hipblas.txt
+++ /dev/null
@@ -1,4 +0,0 @@
---extra-index-url https://download.pytorch.org/whl/rocm6.0
-accelerate
-torch==2.3.0+rocm6.0
-torchaudio==2.3.0+rocm6.0
\ No newline at end of file
diff --git a/backend/python/vall-e-x/requirements-intel.txt b/backend/python/vall-e-x/requirements-intel.txt
deleted file mode 100644
index efcf885a..00000000
--- a/backend/python/vall-e-x/requirements-intel.txt
+++ /dev/null
@@ -1,7 +0,0 @@
---extra-index-url https://pytorch-extension.intel.com/release-whl/stable/xpu/us/
-intel-extension-for-pytorch==2.3.110+xpu
-accelerate
-torch==2.3.1+cxx11.abi
-torchaudio==2.3.1+cxx11.abi
-optimum[openvino]
-oneccl_bind_pt==2.3.100+xpu
\ No newline at end of file
diff --git a/backend/python/vall-e-x/requirements.txt b/backend/python/vall-e-x/requirements.txt
deleted file mode 100644
index a1eea776..00000000
--- a/backend/python/vall-e-x/requirements.txt
+++ /dev/null
@@ -1,4 +0,0 @@
-grpcio==1.69.0
-protobuf
-certifi
-setuptools
\ No newline at end of file
diff --git a/backend/python/vall-e-x/run.sh b/backend/python/vall-e-x/run.sh
deleted file mode 100755
index 4b0682ad..00000000
--- a/backend/python/vall-e-x/run.sh
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/bin/bash
-BACKEND_FILE="${MY_DIR}/source/backend.py"
-
-source $(dirname $0)/../common/libbackend.sh
-
-startBackend $@
\ No newline at end of file
diff --git a/backend/python/vall-e-x/test.py b/backend/python/vall-e-x/test.py
deleted file mode 100644
index f31a148c..00000000
--- a/backend/python/vall-e-x/test.py
+++ /dev/null
@@ -1,81 +0,0 @@
-"""
-A test script to test the gRPC service
-"""
-import unittest
-import subprocess
-import time
-import backend_pb2
-import backend_pb2_grpc
-
-import grpc
-
-
-class TestBackendServicer(unittest.TestCase):
-    """
-    TestBackendServicer is the class that tests the gRPC service
-    """
-    def setUp(self):
-        """
-        This method sets up the gRPC service by starting the server
-        """
-        self.service = subprocess.Popen(["python3", "backend.py", "--addr", "localhost:50051"])
-        time.sleep(10)
-
-    def tearDown(self) -> None:
-        """
-        This method tears down the gRPC service by terminating the server
-        """
-        self.service.terminate()
-        self.service.wait()
-
-    def test_server_startup(self):
-        """
-        This method tests if the server starts up successfully
-        """
-        try:
-            self.setUp()
-            with grpc.insecure_channel("localhost:50051") as channel:
-                stub = backend_pb2_grpc.BackendStub(channel)
-                response = stub.Health(backend_pb2.HealthMessage())
-                self.assertEqual(response.message, b'OK')
-        except Exception as err:
-            print(err)
-            self.fail("Server failed to start")
-        finally:
-            self.tearDown()
-
-    def test_load_model(self):
-        """
-        This method tests if the model is loaded successfully
-        """
-        try:
-            self.setUp()
-            with grpc.insecure_channel("localhost:50051") as channel:
-                stub = backend_pb2_grpc.BackendStub(channel)
-                response = stub.LoadModel(backend_pb2.ModelOptions(Model="dingzhen"))
-                self.assertTrue(response.success)
-                self.assertEqual(response.message, "Model loaded successfully")
-        except Exception as err:
-            print(err)
-            self.fail("LoadModel service failed")
-        finally:
-            self.tearDown()
-
-    def test_tts(self):
-        """
-        This method tests if the embeddings are generated successfully
-        """
-        try:
-            self.setUp()
-            with grpc.insecure_channel("localhost:50051") as channel:
-                stub = backend_pb2_grpc.BackendStub(channel)
-                response = stub.LoadModel(backend_pb2.ModelOptions(Model="dingzhen"))
-                self.assertTrue(response.success)
-                tts_request = backend_pb2.TTSRequest(text="80s TV news production music hit for tonight's biggest story")
-                tts_response = stub.TTS(tts_request)
-                self.assertIsNotNone(tts_response)
-        except Exception as err:
-            print(err)
-            self.fail("TTS service failed")
-        finally:
-            self.tearDown()
\ No newline at end of file
diff --git a/backend/python/vall-e-x/test.sh b/backend/python/vall-e-x/test.sh
deleted file mode 100755
index 57336b39..00000000
--- a/backend/python/vall-e-x/test.sh
+++ /dev/null
@@ -1,7 +0,0 @@
-#!/bin/bash
-set -e
-TEST_FILE="./source/test.py"
-
-source $(dirname $0)/../common/libbackend.sh
-
-runUnittests
diff --git a/core/backend/options.go b/core/backend/options.go
index f6247c60..92a42893 100644
--- a/core/backend/options.go
+++ b/core/backend/options.go
@@ -140,7 +140,7 @@ func grpcModelOpts(c config.BackendConfig) *pb.ModelOptions {
 		NBatch:               int32(b),
 		NoMulMatQ:            c.NoMulMatQ,
 		DraftModel:           c.DraftModel,
-		AudioPath:            c.VallE.AudioPath,
+		AudioPath:            c.AudioPath,
 		Quantization:         c.Quantization,
 		LoadFormat:           c.LoadFormat,
 		GPUMemoryUtilization: c.GPUMemoryUtilization,
diff --git a/core/config/backend_config.go b/core/config/backend_config.go
index f07ec3d3..bb2fa643 100644
--- a/core/config/backend_config.go
+++ b/core/config/backend_config.go
@@ -21,8 +21,7 @@ type TTSConfig struct {
 	// Voice wav path or id
 	Voice string `yaml:"voice"`
 
-	// Vall-e-x
-	VallE VallE `yaml:"vall-e"`
+	AudioPath string `yaml:"audio_path"`
 }
 
 type BackendConfig struct {
@@ -82,10 +81,6 @@ type File struct {
 	URI      downloader.URI `yaml:"uri" json:"uri"`
 }
 
-type VallE struct {
-	AudioPath string `yaml:"audio_path"`
-}
-
 type FeatureFlag map[string]*bool
 
 func (ff FeatureFlag) Enabled(s string) bool {

From b147ad059611f109e3e2a33494a6e8438b2939e8 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@localai.io>
Date: Fri, 17 Jan 2025 10:14:23 +0100
Subject: [PATCH 037/679] ci: try to build for arm64

Try to use the free arm64 runners from Github:
https://github.blog/changelog/2025-01-16-linux-arm64-hosted-runners-now-available-for-free-in-public-repositories-public-preview/

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 .github/workflows/image.yml | 54 ++++++++++---------------------------
 1 file changed, 14 insertions(+), 40 deletions(-)

diff --git a/.github/workflows/image.yml b/.github/workflows/image.yml
index 68727ebe..47bc507a 100644
--- a/.github/workflows/image.yml
+++ b/.github/workflows/image.yml
@@ -362,43 +362,17 @@ jobs:
             base-image: "ubuntu:22.04"
             skip-drivers: 'false'
             makeflags: "--jobs=4 --output-sync=target"
-#  parallel-builds:
-#    uses: ./.github/workflows/image_build.yml
-#    with:
-#      tag-latest: ${{ matrix.tag-latest }}
-#      tag-suffix: ${{ matrix.tag-suffix }}
-#      ffmpeg: ${{ matrix.ffmpeg }}
-#      image-type: ${{ matrix.image-type }}
-#      build-type: ${{ matrix.build-type }}
-#      cuda-major-version: ${{ matrix.cuda-major-version }}
-#      cuda-minor-version: ${{ matrix.cuda-minor-version }}
-#      platforms: ${{ matrix.platforms }}
-#      runs-on: ${{ matrix.runs-on }}
-#      aio: ${{ matrix.aio }}
-#      base-image: ${{ matrix.base-image }}
-#      grpc-base-image: ${{ matrix.grpc-base-image }}
-#      makeflags: ${{ matrix.makeflags }}
-#      latest-image: ${{ matrix.latest-image }}
-#      latest-image-aio: ${{ matrix.latest-image-aio }}
-#      skip-drivers: ${{ matrix.skip-drivers }}
-#    secrets:
-#      dockerUsername: ${{ secrets.DOCKERHUB_USERNAME }}
-#      dockerPassword: ${{ secrets.DOCKERHUB_PASSWORD }}
-#      quayUsername: ${{ secrets.LOCALAI_REGISTRY_USERNAME }}
-#      quayPassword: ${{ secrets.LOCALAI_REGISTRY_PASSWORD }}
-#    strategy:
-#      matrix:
-#        include:
-#          - build-type: 'cublas'
-#            cuda-major-version: "12"
-#            cuda-minor-version: "0"
-#            platforms: 'linux/arm64'
-#            tag-latest: 'false'
-#            tag-suffix: '-nvidia-l4t-arm64-core'
-#            latest-image: 'latest-nvidia-l4t-arm64-core'
-#            ffmpeg: 'true'
-#            image-type: 'core'
-#            base-image: "nvcr.io/nvidia/l4t-jetpack:r36.4.0"
-#            runs-on: 'self-hosted'
-#            makeflags: "--jobs=4 --output-sync=target"
-#            skip-drivers: 'true'
+          # ARM64
+          - build-type: 'cublas'
+            cuda-major-version: "12"
+            cuda-minor-version: "0"
+            platforms: 'linux/arm64'
+            tag-latest: 'false'
+            tag-suffix: '-nvidia-l4t-arm64-core'
+            latest-image: 'latest-nvidia-l4t-arm64-core'
+            ffmpeg: 'true'
+            image-type: 'core'
+            base-image: "nvcr.io/nvidia/l4t-jetpack:r36.4.0"
+            runs-on: 'ubuntu-24.04-arm'
+            makeflags: "--jobs=4 --output-sync=target"
+            skip-drivers: 'true'

From b5eeb5c5ab96721afc2daf600b32b49d70e9c2a2 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@localai.io>
Date: Fri, 17 Jan 2025 10:24:15 +0100
Subject: [PATCH 038/679] ci(arm64): run in parallel

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 .github/workflows/image.yml | 30 ++++++++++++++++++++++++++++--
 1 file changed, 28 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/image.yml b/.github/workflows/image.yml
index 47bc507a..722d0f41 100644
--- a/.github/workflows/image.yml
+++ b/.github/workflows/image.yml
@@ -362,7 +362,33 @@ jobs:
             base-image: "ubuntu:22.04"
             skip-drivers: 'false'
             makeflags: "--jobs=4 --output-sync=target"
-          # ARM64
+  gh-runner:
+    uses: ./.github/workflows/image_build.yml
+    with:
+      tag-latest: ${{ matrix.tag-latest }}
+      tag-suffix: ${{ matrix.tag-suffix }}
+      ffmpeg: ${{ matrix.ffmpeg }}
+      image-type: ${{ matrix.image-type }}
+      build-type: ${{ matrix.build-type }}
+      cuda-major-version: ${{ matrix.cuda-major-version }}
+      cuda-minor-version: ${{ matrix.cuda-minor-version }}
+      platforms: ${{ matrix.platforms }}
+      runs-on: ${{ matrix.runs-on }}
+      aio: ${{ matrix.aio }}
+      base-image: ${{ matrix.base-image }}
+      grpc-base-image: ${{ matrix.grpc-base-image }}
+      makeflags: ${{ matrix.makeflags }}
+      latest-image: ${{ matrix.latest-image }}
+      latest-image-aio: ${{ matrix.latest-image-aio }}
+      skip-drivers: ${{ matrix.skip-drivers }}
+    secrets:
+      dockerUsername: ${{ secrets.DOCKERHUB_USERNAME }}
+      dockerPassword: ${{ secrets.DOCKERHUB_PASSWORD }}
+      quayUsername: ${{ secrets.LOCALAI_REGISTRY_USERNAME }}
+      quayPassword: ${{ secrets.LOCALAI_REGISTRY_PASSWORD }}
+    strategy:
+      matrix:
+        include:
           - build-type: 'cublas'
             cuda-major-version: "12"
             cuda-minor-version: "0"
@@ -375,4 +401,4 @@ jobs:
             base-image: "nvcr.io/nvidia/l4t-jetpack:r36.4.0"
             runs-on: 'ubuntu-24.04-arm'
             makeflags: "--jobs=4 --output-sync=target"
-            skip-drivers: 'true'
+            skip-drivers: 'true'
\ No newline at end of file

From 78533d7230bdb5e352e325c15d0d53f38428b08e Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Fri, 17 Jan 2025 10:25:04 +0100
Subject: [PATCH 039/679] chore: :arrow_up: Update ggerganov/llama.cpp to
 `4dbc8b9cb71876e005724f4e8f73a3544646bcf5` (#4618)

:arrow_up: Update ggerganov/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 1983f568..f08d1a9c 100644
--- a/Makefile
+++ b/Makefile
@@ -8,7 +8,7 @@ DETECT_LIBS?=true
 # llama.cpp versions
 GOLLAMA_REPO?=https://github.com/go-skynet/go-llama.cpp
 GOLLAMA_VERSION?=2b57a8ae43e4699d3dc5d1496a1ccd42922993be
-CPPLLAMA_VERSION?=adc5dd92e8aea98f5e7ac84f6e1bc15de35130b5
+CPPLLAMA_VERSION?=4dbc8b9cb71876e005724f4e8f73a3544646bcf5
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 212c8e1a6da1503a7f45a2aeb4efc8f4b9faad7a Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 17 Jan 2025 15:11:10 +0100
Subject: [PATCH 040/679] Update README.md

Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index ec4db188..4d415d16 100644
--- a/README.md
+++ b/README.md
@@ -92,7 +92,7 @@ local-ai run oci://localai/phi-2:latest
 
 ## 📰 Latest project news
 
-- January 2025: SANA support in diffusers: https://github.com/mudler/LocalAI/pull/4603
+- Jan 2025: LocalAI model release: https://huggingface.co/mudler/LocalAI-functioncall-phi-4-v0.3, SANA support in diffusers: https://github.com/mudler/LocalAI/pull/4603
 - Dec 2024: stablediffusion.cpp backend (ggml) added ( https://github.com/mudler/LocalAI/pull/4289 )
 - Nov 2024: Bark.cpp backend added ( https://github.com/mudler/LocalAI/pull/4287 )
 - Nov 2024: Voice activity detection models (**VAD**) added to the API: https://github.com/mudler/LocalAI/pull/4204

From 8027fdf1c781696b3196f6f71fee8bfb63472cbf Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 17 Jan 2025 17:01:16 +0100
Subject: [PATCH 041/679] feat(transformers): merge musicgen functionalities to
 a single backend (#4620)

* feat(transformers): merge musicgen functionalities to a single backend

So we optimize space

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* specify type in tests

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Some adaptations for the MusicgenForConditionalGeneration type

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 .bruno/LocalAI Test Requests/tts/musicgen.bru |   2 +-
 .github/dependabot.yml                        |   4 -
 .github/workflows/test-extra.yml              |  40 ++--
 Dockerfile                                    |   5 +-
 Makefile                                      |  13 +-
 backend/python/transformers-musicgen/Makefile |  29 ---
 .../python/transformers-musicgen/README.md    |   5 -
 .../python/transformers-musicgen/backend.py   | 176 ------------------
 .../python/transformers-musicgen/install.sh   |  14 --
 .../requirements-cpu.txt                      |   3 -
 .../requirements-cublas11.txt                 |   4 -
 .../requirements-cublas12.txt                 |   3 -
 .../requirements-hipblas.txt                  |   4 -
 .../requirements-intel.txt                    |   8 -
 .../transformers-musicgen/requirements.txt    |   4 -
 backend/python/transformers-musicgen/run.sh   |   4 -
 backend/python/transformers-musicgen/test.py  | 100 ----------
 backend/python/transformers-musicgen/test.sh  |   6 -
 backend/python/transformers/backend.py        | 115 +++++++++++-
 backend/python/transformers/requirements.txt  |   3 +-
 backend/python/transformers/test.py           |  59 +++++-
 21 files changed, 187 insertions(+), 414 deletions(-)
 delete mode 100644 backend/python/transformers-musicgen/Makefile
 delete mode 100644 backend/python/transformers-musicgen/README.md
 delete mode 100644 backend/python/transformers-musicgen/backend.py
 delete mode 100755 backend/python/transformers-musicgen/install.sh
 delete mode 100644 backend/python/transformers-musicgen/requirements-cpu.txt
 delete mode 100644 backend/python/transformers-musicgen/requirements-cublas11.txt
 delete mode 100644 backend/python/transformers-musicgen/requirements-cublas12.txt
 delete mode 100644 backend/python/transformers-musicgen/requirements-hipblas.txt
 delete mode 100644 backend/python/transformers-musicgen/requirements-intel.txt
 delete mode 100644 backend/python/transformers-musicgen/requirements.txt
 delete mode 100755 backend/python/transformers-musicgen/run.sh
 delete mode 100644 backend/python/transformers-musicgen/test.py
 delete mode 100755 backend/python/transformers-musicgen/test.sh

diff --git a/.bruno/LocalAI Test Requests/tts/musicgen.bru b/.bruno/LocalAI Test Requests/tts/musicgen.bru
index a720b8b1..900173eb 100644
--- a/.bruno/LocalAI Test Requests/tts/musicgen.bru	
+++ b/.bruno/LocalAI Test Requests/tts/musicgen.bru	
@@ -16,7 +16,7 @@ headers {
 
 body:json {
   {
-      "backend": "transformers-musicgen",
+      "backend": "transformers",
       "model": "facebook/musicgen-small",
       "input": "80s Synths playing Jazz"
   }
diff --git a/.github/dependabot.yml b/.github/dependabot.yml
index 8fa0cca5..570ac569 100644
--- a/.github/dependabot.yml
+++ b/.github/dependabot.yml
@@ -81,10 +81,6 @@ updates:
     directory: "/backend/python/transformers"
     schedule:
       interval: "weekly"
-  - package-ecosystem: "pip"
-    directory: "/backend/python/transformers-musicgen"
-    schedule:
-      interval: "weekly"
   - package-ecosystem: "pip"
     directory: "/backend/python/vllm"
     schedule:
diff --git a/.github/workflows/test-extra.yml b/.github/workflows/test-extra.yml
index 3c2fee37..eacd3ab0 100644
--- a/.github/workflows/test-extra.yml
+++ b/.github/workflows/test-extra.yml
@@ -153,27 +153,27 @@ jobs:
            make --jobs=5 --output-sync=target -C backend/python/openvoice
            make --jobs=5 --output-sync=target -C backend/python/openvoice test
 
-  tests-transformers-musicgen:
-    runs-on: ubuntu-latest
-    steps:
-      - name: Clone
-        uses: actions/checkout@v4
-        with:
-          submodules: true
-      - name: Dependencies
-        run: |
-          sudo apt-get update
-          sudo apt-get install build-essential ffmpeg
-          # Install UV
-          curl -LsSf https://astral.sh/uv/install.sh | sh
-          sudo apt-get install -y ca-certificates cmake curl patch python3-pip
-          sudo apt-get install -y libopencv-dev
-          pip install --user --no-cache-dir grpcio-tools==1.64.1
+  # tests-transformers-musicgen:
+  #   runs-on: ubuntu-latest
+  #   steps:
+  #     - name: Clone
+  #       uses: actions/checkout@v4
+  #       with:
+  #         submodules: true
+  #     - name: Dependencies
+  #       run: |
+  #         sudo apt-get update
+  #         sudo apt-get install build-essential ffmpeg
+  #         # Install UV
+  #         curl -LsSf https://astral.sh/uv/install.sh | sh
+  #         sudo apt-get install -y ca-certificates cmake curl patch python3-pip
+  #         sudo apt-get install -y libopencv-dev
+  #         pip install --user --no-cache-dir grpcio-tools==1.64.1
 
-      - name: Test transformers-musicgen
-        run: |
-           make --jobs=5 --output-sync=target -C backend/python/transformers-musicgen
-           make --jobs=5 --output-sync=target -C backend/python/transformers-musicgen test
+  #     - name: Test transformers-musicgen
+  #       run: |
+  #          make --jobs=5 --output-sync=target -C backend/python/transformers-musicgen
+  #          make --jobs=5 --output-sync=target -C backend/python/transformers-musicgen test
 
   # tests-bark:
   #   runs-on: ubuntu-latest
diff --git a/Dockerfile b/Dockerfile
index 354ef298..9fb07516 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -15,7 +15,7 @@ ARG TARGETARCH
 ARG TARGETVARIANT
 
 ENV DEBIAN_FRONTEND=noninteractive
-ENV EXTERNAL_GRPC_BACKENDS="coqui:/build/backend/python/coqui/run.sh,huggingface-embeddings:/build/backend/python/sentencetransformers/run.sh,transformers:/build/backend/python/transformers/run.sh,sentencetransformers:/build/backend/python/sentencetransformers/run.sh,rerankers:/build/backend/python/rerankers/run.sh,autogptq:/build/backend/python/autogptq/run.sh,bark:/build/backend/python/bark/run.sh,diffusers:/build/backend/python/diffusers/run.sh,openvoice:/build/backend/python/openvoice/run.sh,kokoro:/build/backend/python/kokoro/run.sh,vllm:/build/backend/python/vllm/run.sh,mamba:/build/backend/python/mamba/run.sh,exllama2:/build/backend/python/exllama2/run.sh,transformers-musicgen:/build/backend/python/transformers-musicgen/run.sh,parler-tts:/build/backend/python/parler-tts/run.sh"
+ENV EXTERNAL_GRPC_BACKENDS="coqui:/build/backend/python/coqui/run.sh,huggingface-embeddings:/build/backend/python/sentencetransformers/run.sh,transformers:/build/backend/python/transformers/run.sh,sentencetransformers:/build/backend/python/sentencetransformers/run.sh,rerankers:/build/backend/python/rerankers/run.sh,autogptq:/build/backend/python/autogptq/run.sh,bark:/build/backend/python/bark/run.sh,diffusers:/build/backend/python/diffusers/run.sh,openvoice:/build/backend/python/openvoice/run.sh,kokoro:/build/backend/python/kokoro/run.sh,vllm:/build/backend/python/vllm/run.sh,mamba:/build/backend/python/mamba/run.sh,exllama2:/build/backend/python/exllama2/run.sh,parler-tts:/build/backend/python/parler-tts/run.sh"
 
 
 RUN apt-get update && \
@@ -448,9 +448,6 @@ RUN if [[ ( "${EXTRA_BACKENDS}" =~ "coqui" || -z "${EXTRA_BACKENDS}" ) && "$IMAG
     ; fi && \
     if [[ ( "${EXTRA_BACKENDS}" =~ "diffusers" || -z "${EXTRA_BACKENDS}" ) && "$IMAGE_TYPE" == "extras" ]]; then \
         make -C backend/python/diffusers \
-    ; fi && \
-    if [[ ( "${EXTRA_BACKENDS}" =~ "transformers-musicgen" || -z "${EXTRA_BACKENDS}" ) && "$IMAGE_TYPE" == "extras" ]]; then \
-        make -C backend/python/transformers-musicgen \
     ; fi
 
 RUN if [[ ( "${EXTRA_BACKENDS}" =~ "kokoro" || -z "${EXTRA_BACKENDS}" ) && "$IMAGE_TYPE" == "extras" ]]; then \
diff --git a/Makefile b/Makefile
index f08d1a9c..03468ffb 100644
--- a/Makefile
+++ b/Makefile
@@ -583,10 +583,10 @@ protogen-go-clean:
 	$(RM) bin/*
 
 .PHONY: protogen-python
-protogen-python: autogptq-protogen bark-protogen coqui-protogen diffusers-protogen exllama2-protogen mamba-protogen rerankers-protogen sentencetransformers-protogen transformers-protogen parler-tts-protogen transformers-musicgen-protogen kokoro-protogen vllm-protogen openvoice-protogen
+protogen-python: autogptq-protogen bark-protogen coqui-protogen diffusers-protogen exllama2-protogen mamba-protogen rerankers-protogen sentencetransformers-protogen transformers-protogen parler-tts-protogen kokoro-protogen vllm-protogen openvoice-protogen
 
 .PHONY: protogen-python-clean
-protogen-python-clean: autogptq-protogen-clean bark-protogen-clean coqui-protogen-clean diffusers-protogen-clean  exllama2-protogen-clean mamba-protogen-clean sentencetransformers-protogen-clean rerankers-protogen-clean transformers-protogen-clean transformers-musicgen-protogen-clean parler-tts-protogen-clean kokoro-protogen-clean vllm-protogen-clean openvoice-protogen-clean
+protogen-python-clean: autogptq-protogen-clean bark-protogen-clean coqui-protogen-clean diffusers-protogen-clean  exllama2-protogen-clean mamba-protogen-clean sentencetransformers-protogen-clean rerankers-protogen-clean transformers-protogen-clean parler-tts-protogen-clean kokoro-protogen-clean vllm-protogen-clean openvoice-protogen-clean
 
 .PHONY: autogptq-protogen
 autogptq-protogen:
@@ -668,14 +668,6 @@ parler-tts-protogen:
 parler-tts-protogen-clean:
 	$(MAKE) -C backend/python/parler-tts protogen-clean
 
-.PHONY: transformers-musicgen-protogen
-transformers-musicgen-protogen:
-	$(MAKE) -C backend/python/transformers-musicgen protogen
-
-.PHONY: transformers-musicgen-protogen-clean
-transformers-musicgen-protogen-clean:
-	$(MAKE) -C backend/python/transformers-musicgen protogen-clean
-
 .PHONY: kokoro-protogen
 kokoro-protogen:
 	$(MAKE) -C backend/python/kokoro protogen
@@ -712,7 +704,6 @@ prepare-extra-conda-environments: protogen-python
 	$(MAKE) -C backend/python/sentencetransformers
 	$(MAKE) -C backend/python/rerankers
 	$(MAKE) -C backend/python/transformers
-	$(MAKE) -C backend/python/transformers-musicgen
 	$(MAKE) -C backend/python/parler-tts
 	$(MAKE) -C backend/python/kokoro
 	$(MAKE) -C backend/python/openvoice
diff --git a/backend/python/transformers-musicgen/Makefile b/backend/python/transformers-musicgen/Makefile
deleted file mode 100644
index 06badf6d..00000000
--- a/backend/python/transformers-musicgen/Makefile
+++ /dev/null
@@ -1,29 +0,0 @@
-.PHONY: transformers-musicgen
-transformers-musicgen: protogen
-	bash install.sh
-
-.PHONY: run
-run: protogen
-	@echo "Running transformers..."
-	bash run.sh
-	@echo "transformers run."
-
-.PHONY: test
-test: protogen
-	@echo "Testing transformers..."
-	bash test.sh
-	@echo "transformers tested."
-
-.PHONY: protogen
-protogen: backend_pb2_grpc.py backend_pb2.py
-
-.PHONY: protogen-clean
-protogen-clean:
-	$(RM) backend_pb2_grpc.py backend_pb2.py
-
-backend_pb2_grpc.py backend_pb2.py:
-	python3 -m grpc_tools.protoc -I../.. --python_out=. --grpc_python_out=. backend.proto
-
-.PHONY: clean
-clean: protogen-clean
-	rm -rf venv __pycache__
\ No newline at end of file
diff --git a/backend/python/transformers-musicgen/README.md b/backend/python/transformers-musicgen/README.md
deleted file mode 100644
index bf7fef84..00000000
--- a/backend/python/transformers-musicgen/README.md
+++ /dev/null
@@ -1,5 +0,0 @@
-# Creating a separate environment for the transformers project
-
-```
-make transformers-musicgen
-```
\ No newline at end of file
diff --git a/backend/python/transformers-musicgen/backend.py b/backend/python/transformers-musicgen/backend.py
deleted file mode 100644
index b9f1facf..00000000
--- a/backend/python/transformers-musicgen/backend.py
+++ /dev/null
@@ -1,176 +0,0 @@
-#!/usr/bin/env python3
-"""
-Extra gRPC server for MusicgenForConditionalGeneration models.
-"""
-from concurrent import futures
-
-import argparse
-import signal
-import sys
-import os
-
-import time
-import backend_pb2
-import backend_pb2_grpc
-
-import grpc
-
-from scipy.io import wavfile
-from transformers import AutoProcessor, MusicgenForConditionalGeneration
-
-_ONE_DAY_IN_SECONDS = 60 * 60 * 24
-
-# If MAX_WORKERS are specified in the environment use it, otherwise default to 1
-MAX_WORKERS = int(os.environ.get('PYTHON_GRPC_MAX_WORKERS', '1'))
-
-# Implement the BackendServicer class with the service methods
-class BackendServicer(backend_pb2_grpc.BackendServicer):
-    """
-    A gRPC servicer for the backend service.
-
-    This class implements the gRPC methods for the backend service, including Health, LoadModel, and Embedding.
-    """
-    def Health(self, request, context):
-        """
-        A gRPC method that returns the health status of the backend service.
-
-        Args:
-            request: A HealthRequest object that contains the request parameters.
-            context: A grpc.ServicerContext object that provides information about the RPC.
-
-        Returns:
-            A Reply object that contains the health status of the backend service.
-        """
-        return backend_pb2.Reply(message=bytes("OK", 'utf-8'))
-
-    def LoadModel(self, request, context):
-        """
-        A gRPC method that loads a model into memory.
-
-        Args:
-            request: A LoadModelRequest object that contains the request parameters.
-            context: A grpc.ServicerContext object that provides information about the RPC.
-
-        Returns:
-            A Result object that contains the result of the LoadModel operation.
-        """
-        model_name = request.Model
-        try:
-            self.processor = AutoProcessor.from_pretrained(model_name)
-            self.model = MusicgenForConditionalGeneration.from_pretrained(model_name)
-        except Exception as err:
-            return backend_pb2.Result(success=False, message=f"Unexpected {err=}, {type(err)=}")
-
-        return backend_pb2.Result(message="Model loaded successfully", success=True)
-
-    def SoundGeneration(self, request, context):
-        model_name = request.model
-        if model_name == "":
-            return backend_pb2.Result(success=False, message="request.model is required")
-        try:
-            self.processor = AutoProcessor.from_pretrained(model_name)
-            self.model = MusicgenForConditionalGeneration.from_pretrained(model_name)
-            inputs = None
-            if request.text == "":
-                inputs = self.model.get_unconditional_inputs(num_samples=1)
-            elif request.HasField('src'):
-                # TODO SECURITY CODE GOES HERE LOL
-                # WHO KNOWS IF THIS WORKS???
-                sample_rate, wsamples = wavfile.read('path_to_your_file.wav')
-                
-                if request.HasField('src_divisor'):
-                    wsamples = wsamples[: len(wsamples) // request.src_divisor]
-                
-                inputs = self.processor(
-                    audio=wsamples,
-                    sampling_rate=sample_rate,
-                    text=[request.text],
-                    padding=True,
-                    return_tensors="pt",
-                )
-            else:
-                inputs = self.processor(
-                    text=[request.text],
-                    padding=True,
-                    return_tensors="pt",
-                )
-            
-            tokens = 256
-            if request.HasField('duration'):
-                tokens = int(request.duration * 51.2) # 256 tokens = 5 seconds, therefore 51.2 tokens is one second
-            guidance = 3.0
-            if request.HasField('temperature'):
-                guidance = request.temperature
-            dosample = True
-            if request.HasField('sample'):
-                dosample = request.sample
-            audio_values = self.model.generate(**inputs, do_sample=dosample, guidance_scale=guidance, max_new_tokens=tokens)
-            print("[transformers-musicgen] SoundGeneration generated!", file=sys.stderr)
-            sampling_rate = self.model.config.audio_encoder.sampling_rate
-            wavfile.write(request.dst, rate=sampling_rate, data=audio_values[0, 0].numpy())
-            print("[transformers-musicgen] SoundGeneration saved to", request.dst, file=sys.stderr)
-            print("[transformers-musicgen] SoundGeneration for", file=sys.stderr)
-            print("[transformers-musicgen] SoundGeneration requested tokens", tokens, file=sys.stderr)
-            print(request, file=sys.stderr)
-        except Exception as err:
-            return backend_pb2.Result(success=False, message=f"Unexpected {err=}, {type(err)=}")
-        return backend_pb2.Result(success=True)
-
-
-# The TTS endpoint is older, and provides fewer features, but exists for compatibility reasons
-    def TTS(self, request, context):
-        model_name = request.model
-        if model_name == "":
-            return backend_pb2.Result(success=False, message="request.model is required")
-        try:
-            self.processor = AutoProcessor.from_pretrained(model_name)
-            self.model = MusicgenForConditionalGeneration.from_pretrained(model_name)
-            inputs = self.processor(
-                text=[request.text],
-                padding=True,
-                return_tensors="pt",
-            )
-            tokens = 512 # No good place to set the "length" in TTS, so use 10s as a sane default
-            audio_values = self.model.generate(**inputs, max_new_tokens=tokens)
-            print("[transformers-musicgen] TTS generated!", file=sys.stderr)
-            sampling_rate = self.model.config.audio_encoder.sampling_rate
-            write_wav(request.dst, rate=sampling_rate, data=audio_values[0, 0].numpy())
-            print("[transformers-musicgen] TTS saved to", request.dst, file=sys.stderr)
-            print("[transformers-musicgen] TTS for", file=sys.stderr)
-            print(request, file=sys.stderr)
-        except Exception as err:
-            return backend_pb2.Result(success=False, message=f"Unexpected {err=}, {type(err)=}")
-        return backend_pb2.Result(success=True)
-
-
-def serve(address):
-    server = grpc.server(futures.ThreadPoolExecutor(max_workers=MAX_WORKERS))
-    backend_pb2_grpc.add_BackendServicer_to_server(BackendServicer(), server)
-    server.add_insecure_port(address)
-    server.start()
-    print("[transformers-musicgen] Server started. Listening on: " + address, file=sys.stderr)
-
-    # Define the signal handler function
-    def signal_handler(sig, frame):
-        print("[transformers-musicgen] Received termination signal. Shutting down...")
-        server.stop(0)
-        sys.exit(0)
-
-    # Set the signal handlers for SIGINT and SIGTERM
-    signal.signal(signal.SIGINT, signal_handler)
-    signal.signal(signal.SIGTERM, signal_handler)
-
-    try:
-        while True:
-            time.sleep(_ONE_DAY_IN_SECONDS)
-    except KeyboardInterrupt:
-        server.stop(0)
-
-if __name__ == "__main__":
-    parser = argparse.ArgumentParser(description="Run the gRPC server.")
-    parser.add_argument(
-        "--addr", default="localhost:50051", help="The address to bind the server to."
-    )
-    args = parser.parse_args()
-    print(f"[transformers-musicgen] startup: {args}", file=sys.stderr)
-    serve(args.addr)
diff --git a/backend/python/transformers-musicgen/install.sh b/backend/python/transformers-musicgen/install.sh
deleted file mode 100755
index 36443ef1..00000000
--- a/backend/python/transformers-musicgen/install.sh
+++ /dev/null
@@ -1,14 +0,0 @@
-#!/bin/bash
-set -e
-
-source $(dirname $0)/../common/libbackend.sh
-
-# This is here because the Intel pip index is broken and returns 200 status codes for every package name, it just doesn't return any package links.
-# This makes uv think that the package exists in the Intel pip index, and by default it stops looking at other pip indexes once it finds a match.
-# We need uv to continue falling through to the pypi default index to find optimum[openvino] in the pypi index
-# the --upgrade actually allows us to *downgrade* torch to the version provided in the Intel pip index
-if [ "x${BUILD_PROFILE}" == "xintel" ]; then
-    EXTRA_PIP_INSTALL_FLAGS+=" --upgrade --index-strategy=unsafe-first-match"
-fi
-
-installRequirements
diff --git a/backend/python/transformers-musicgen/requirements-cpu.txt b/backend/python/transformers-musicgen/requirements-cpu.txt
deleted file mode 100644
index 2021fc20..00000000
--- a/backend/python/transformers-musicgen/requirements-cpu.txt
+++ /dev/null
@@ -1,3 +0,0 @@
-transformers
-accelerate
-torch==2.4.1
\ No newline at end of file
diff --git a/backend/python/transformers-musicgen/requirements-cublas11.txt b/backend/python/transformers-musicgen/requirements-cublas11.txt
deleted file mode 100644
index cd2c9fdb..00000000
--- a/backend/python/transformers-musicgen/requirements-cublas11.txt
+++ /dev/null
@@ -1,4 +0,0 @@
---extra-index-url https://download.pytorch.org/whl/cu118
-transformers
-accelerate
-torch==2.4.1+cu118
\ No newline at end of file
diff --git a/backend/python/transformers-musicgen/requirements-cublas12.txt b/backend/python/transformers-musicgen/requirements-cublas12.txt
deleted file mode 100644
index 2021fc20..00000000
--- a/backend/python/transformers-musicgen/requirements-cublas12.txt
+++ /dev/null
@@ -1,3 +0,0 @@
-transformers
-accelerate
-torch==2.4.1
\ No newline at end of file
diff --git a/backend/python/transformers-musicgen/requirements-hipblas.txt b/backend/python/transformers-musicgen/requirements-hipblas.txt
deleted file mode 100644
index 122b2032..00000000
--- a/backend/python/transformers-musicgen/requirements-hipblas.txt
+++ /dev/null
@@ -1,4 +0,0 @@
---extra-index-url https://download.pytorch.org/whl/rocm6.0
-transformers
-accelerate
-torch==2.4.1+rocm6.0
\ No newline at end of file
diff --git a/backend/python/transformers-musicgen/requirements-intel.txt b/backend/python/transformers-musicgen/requirements-intel.txt
deleted file mode 100644
index ac2feb42..00000000
--- a/backend/python/transformers-musicgen/requirements-intel.txt
+++ /dev/null
@@ -1,8 +0,0 @@
---extra-index-url https://pytorch-extension.intel.com/release-whl/stable/xpu/us/
-intel-extension-for-pytorch==2.3.110+xpu
-transformers
-oneccl_bind_pt==2.3.100+xpu
-accelerate
-torch==2.3.1+cxx11.abi
-optimum[openvino]
-setuptools
\ No newline at end of file
diff --git a/backend/python/transformers-musicgen/requirements.txt b/backend/python/transformers-musicgen/requirements.txt
deleted file mode 100644
index f58e1e80..00000000
--- a/backend/python/transformers-musicgen/requirements.txt
+++ /dev/null
@@ -1,4 +0,0 @@
-grpcio==1.69.0
-protobuf
-scipy==1.14.0
-certifi
\ No newline at end of file
diff --git a/backend/python/transformers-musicgen/run.sh b/backend/python/transformers-musicgen/run.sh
deleted file mode 100755
index 375c07e5..00000000
--- a/backend/python/transformers-musicgen/run.sh
+++ /dev/null
@@ -1,4 +0,0 @@
-#!/bin/bash
-source $(dirname $0)/../common/libbackend.sh
-
-startBackend $@
\ No newline at end of file
diff --git a/backend/python/transformers-musicgen/test.py b/backend/python/transformers-musicgen/test.py
deleted file mode 100644
index 295de65e..00000000
--- a/backend/python/transformers-musicgen/test.py
+++ /dev/null
@@ -1,100 +0,0 @@
-"""
-A test script to test the gRPC service
-"""
-import unittest
-import subprocess
-import time
-import backend_pb2
-import backend_pb2_grpc
-
-import grpc
-
-
-class TestBackendServicer(unittest.TestCase):
-    """
-    TestBackendServicer is the class that tests the gRPC service
-    """
-    def setUp(self):
-        """
-        This method sets up the gRPC service by starting the server
-        """
-        self.service = subprocess.Popen(["python3", "backend.py", "--addr", "localhost:50051"])
-        time.sleep(10)
-
-    def tearDown(self) -> None:
-        """
-        This method tears down the gRPC service by terminating the server
-        """
-        self.service.terminate()
-        self.service.wait()
-
-    def test_server_startup(self):
-        """
-        This method tests if the server starts up successfully
-        """
-        try:
-            self.setUp()
-            with grpc.insecure_channel("localhost:50051") as channel:
-                stub = backend_pb2_grpc.BackendStub(channel)
-                response = stub.Health(backend_pb2.HealthMessage())
-                self.assertEqual(response.message, b'OK')
-        except Exception as err:
-            print(err)
-            self.fail("Server failed to start")
-        finally:
-            self.tearDown()
-
-    def test_load_model(self):
-        """
-        This method tests if the model is loaded successfully
-        """
-        try:
-            self.setUp()
-            with grpc.insecure_channel("localhost:50051") as channel:
-                stub = backend_pb2_grpc.BackendStub(channel)
-                response = stub.LoadModel(backend_pb2.ModelOptions(Model="facebook/musicgen-small"))
-                self.assertTrue(response.success)
-                self.assertEqual(response.message, "Model loaded successfully")
-        except Exception as err:
-            print(err)
-            self.fail("LoadModel service failed")
-        finally:
-            self.tearDown()
-
-    def test_tts(self):
-        """
-        This method tests if TTS is generated successfully
-        """
-        try:
-            self.setUp()
-            with grpc.insecure_channel("localhost:50051") as channel:
-                stub = backend_pb2_grpc.BackendStub(channel)
-                response = stub.LoadModel(backend_pb2.ModelOptions(Model="facebook/musicgen-small"))
-                self.assertTrue(response.success)
-                tts_request = backend_pb2.TTSRequest(text="80s TV news production music hit for tonight's biggest story")
-                tts_response = stub.TTS(tts_request)
-                self.assertIsNotNone(tts_response)
-        except Exception as err:
-            print(err)
-            self.fail("TTS service failed")
-        finally:
-            self.tearDown()
-
-    def test_sound_generation(self):
-        """
-        This method tests if SoundGeneration is generated successfully
-        """
-        try:
-            self.setUp()
-            with grpc.insecure_channel("localhost:50051") as channel:
-                stub = backend_pb2_grpc.BackendStub(channel)
-                response = stub.LoadModel(backend_pb2.ModelOptions(Model="facebook/musicgen-small"))
-                self.assertTrue(response.success)
-                sg_request = backend_pb2.SoundGenerationRequest(text="80s TV news production music hit for tonight's biggest story")
-                sg_response = stub.SoundGeneration(sg_request)
-                self.assertIsNotNone(sg_response)
-        except Exception as err:
-            print(err)
-            self.fail("SoundGeneration service failed")
-        finally:
-            self.tearDown()
\ No newline at end of file
diff --git a/backend/python/transformers-musicgen/test.sh b/backend/python/transformers-musicgen/test.sh
deleted file mode 100755
index 6940b066..00000000
--- a/backend/python/transformers-musicgen/test.sh
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/bin/bash
-set -e
-
-source $(dirname $0)/../common/libbackend.sh
-
-runUnittests
diff --git a/backend/python/transformers/backend.py b/backend/python/transformers/backend.py
index 2075012e..3f6838ad 100644
--- a/backend/python/transformers/backend.py
+++ b/backend/python/transformers/backend.py
@@ -22,6 +22,8 @@ import torch.cuda
 
 XPU=os.environ.get("XPU", "0") == "1"
 from transformers import AutoTokenizer, AutoModel, set_seed, TextIteratorStreamer, StoppingCriteriaList, StopStringCriteria
+from transformers import AutoProcessor, MusicgenForConditionalGeneration
+from scipy.io import wavfile
 
 
 _ONE_DAY_IN_SECONDS = 60 * 60 * 24
@@ -191,6 +193,9 @@ class BackendServicer(backend_pb2_grpc.BackendServicer):
                                                                 export=True,
                                                                 device=device_map)
                 self.OV = True
+            elif request.Type == "MusicgenForConditionalGeneration":
+                self.processor = AutoProcessor.from_pretrained(model_name)
+                self.model = MusicgenForConditionalGeneration.from_pretrained(model_name)                
             else:
                 print("Automodel", file=sys.stderr)
                 self.model = AutoModel.from_pretrained(model_name, 
@@ -201,19 +206,22 @@ class BackendServicer(backend_pb2_grpc.BackendServicer):
                                                        torch_dtype=compute)
             if request.ContextSize > 0:
                 self.max_tokens = request.ContextSize
-            else:
+            elif request.Type != "MusicgenForConditionalGeneration":
                 self.max_tokens = self.model.config.max_position_embeddings
+            else:
+                self.max_tokens = 512
  
-            self.tokenizer = AutoTokenizer.from_pretrained(model_name, use_safetensors=True)
-            self.XPU = False
+            if request.Type != "MusicgenForConditionalGeneration":
+                self.tokenizer = AutoTokenizer.from_pretrained(model_name, use_safetensors=True)
+                self.XPU = False
 
-            if XPU and self.OV == False:
-                self.XPU = True
-                try:
-                    print("Optimizing model", model_name, "to XPU.", file=sys.stderr)
-                    self.model = ipex.optimize_transformers(self.model, inplace=True, dtype=torch.float16, device="xpu")
-                except Exception as err:
-                    print("Not using XPU:", err, file=sys.stderr)
+                if XPU and self.OV == False:
+                    self.XPU = True
+                    try:
+                        print("Optimizing model", model_name, "to XPU.", file=sys.stderr)
+                        self.model = ipex.optimize_transformers(self.model, inplace=True, dtype=torch.float16, device="xpu")
+                    except Exception as err:
+                        print("Not using XPU:", err, file=sys.stderr)
 
         except Exception as err:
             print("Error:", err, file=sys.stderr)
@@ -380,6 +388,93 @@ class BackendServicer(backend_pb2_grpc.BackendServicer):
         finally:
             await iterations.aclose()
 
+    def SoundGeneration(self, request, context):
+        model_name = request.model
+        try:
+            if self.processor is None:
+                if model_name == "":
+                    return backend_pb2.Result(success=False, message="request.model is required")
+                self.processor = AutoProcessor.from_pretrained(model_name)
+            if self.model is None:
+                if model_name == "":
+                    return backend_pb2.Result(success=False, message="request.model is required")
+                self.model = MusicgenForConditionalGeneration.from_pretrained(model_name)
+            inputs = None
+            if request.text == "":
+                inputs = self.model.get_unconditional_inputs(num_samples=1)
+            elif request.HasField('src'):
+                # TODO SECURITY CODE GOES HERE LOL
+                # WHO KNOWS IF THIS WORKS???
+                sample_rate, wsamples = wavfile.read('path_to_your_file.wav')
+                
+                if request.HasField('src_divisor'):
+                    wsamples = wsamples[: len(wsamples) // request.src_divisor]
+                
+                inputs = self.processor(
+                    audio=wsamples,
+                    sampling_rate=sample_rate,
+                    text=[request.text],
+                    padding=True,
+                    return_tensors="pt",
+                )
+            else:
+                inputs = self.processor(
+                    text=[request.text],
+                    padding=True,
+                    return_tensors="pt",
+                )
+            
+            tokens = 256
+            if request.HasField('duration'):
+                tokens = int(request.duration * 51.2) # 256 tokens = 5 seconds, therefore 51.2 tokens is one second
+            guidance = 3.0
+            if request.HasField('temperature'):
+                guidance = request.temperature
+            dosample = True
+            if request.HasField('sample'):
+                dosample = request.sample
+            audio_values = self.model.generate(**inputs, do_sample=dosample, guidance_scale=guidance, max_new_tokens=tokens)
+            print("[transformers-musicgen] SoundGeneration generated!", file=sys.stderr)
+            sampling_rate = self.model.config.audio_encoder.sampling_rate
+            wavfile.write(request.dst, rate=sampling_rate, data=audio_values[0, 0].numpy())
+            print("[transformers-musicgen] SoundGeneration saved to", request.dst, file=sys.stderr)
+            print("[transformers-musicgen] SoundGeneration for", file=sys.stderr)
+            print("[transformers-musicgen] SoundGeneration requested tokens", tokens, file=sys.stderr)
+            print(request, file=sys.stderr)
+        except Exception as err:
+            return backend_pb2.Result(success=False, message=f"Unexpected {err=}, {type(err)=}")
+        return backend_pb2.Result(success=True)
+
+
+# The TTS endpoint is older, and provides fewer features, but exists for compatibility reasons
+    def TTS(self, request, context):
+        model_name = request.model
+        try:
+            if self.processor is None:
+                if model_name == "":
+                    return backend_pb2.Result(success=False, message="request.model is required")
+                self.processor = AutoProcessor.from_pretrained(model_name)
+            if self.model is None:
+                if model_name == "":
+                    return backend_pb2.Result(success=False, message="request.model is required")
+                self.model = MusicgenForConditionalGeneration.from_pretrained(model_name)
+            inputs = self.processor(
+                text=[request.text],
+                padding=True,
+                return_tensors="pt",
+            )
+            tokens = 512 # No good place to set the "length" in TTS, so use 10s as a sane default
+            audio_values = self.model.generate(**inputs, max_new_tokens=tokens)
+            print("[transformers-musicgen] TTS generated!", file=sys.stderr)
+            sampling_rate = self.model.config.audio_encoder.sampling_rate
+            wavfile.write(request.dst, rate=sampling_rate, data=audio_values[0, 0].numpy())
+            print("[transformers-musicgen] TTS saved to", request.dst, file=sys.stderr)
+            print("[transformers-musicgen] TTS for", file=sys.stderr)
+            print(request, file=sys.stderr)
+        except Exception as err:
+            return backend_pb2.Result(success=False, message=f"Unexpected {err=}, {type(err)=}")
+        return backend_pb2.Result(success=True)
+
 async def serve(address):
     # Start asyncio gRPC server
     server = grpc.aio.server(migration_thread_pool=futures.ThreadPoolExecutor(max_workers=MAX_WORKERS))
diff --git a/backend/python/transformers/requirements.txt b/backend/python/transformers/requirements.txt
index a1eea776..262dd17a 100644
--- a/backend/python/transformers/requirements.txt
+++ b/backend/python/transformers/requirements.txt
@@ -1,4 +1,5 @@
 grpcio==1.69.0
 protobuf
 certifi
-setuptools
\ No newline at end of file
+setuptools
+scipy==1.14.0
\ No newline at end of file
diff --git a/backend/python/transformers/test.py b/backend/python/transformers/test.py
index aab3c05e..305b0a93 100644
--- a/backend/python/transformers/test.py
+++ b/backend/python/transformers/test.py
@@ -19,6 +19,7 @@ class TestBackendServicer(unittest.TestCase):
         This method sets up the gRPC service by starting the server
         """
         self.service = subprocess.Popen(["python3", "backend.py", "--addr", "localhost:50051"])
+        time.sleep(10)
 
     def tearDown(self) -> None:
         """
@@ -31,7 +32,6 @@ class TestBackendServicer(unittest.TestCase):
         """
         This method tests if the server starts up successfully
         """
-        time.sleep(10)
         try:
             self.setUp()
             with grpc.insecure_channel("localhost:50051") as channel:
@@ -48,7 +48,6 @@ class TestBackendServicer(unittest.TestCase):
         """
         This method tests if the model is loaded successfully
         """
-        time.sleep(10)
         try:
             self.setUp()
             with grpc.insecure_channel("localhost:50051") as channel:
@@ -66,7 +65,6 @@ class TestBackendServicer(unittest.TestCase):
         """
         This method tests if the embeddings are generated successfully
         """
-        time.sleep(10)
         try:
             self.setUp()
             with grpc.insecure_channel("localhost:50051") as channel:
@@ -80,5 +78,60 @@ class TestBackendServicer(unittest.TestCase):
         except Exception as err:
             print(err)
             self.fail("Embedding service failed")
+        finally:
+            self.tearDown()
+
+    def test_audio_load_model(self):
+        """
+        This method tests if the model is loaded successfully
+        """
+        try:
+            self.setUp()
+            with grpc.insecure_channel("localhost:50051") as channel:
+                stub = backend_pb2_grpc.BackendStub(channel)
+                response = stub.LoadModel(backend_pb2.ModelOptions(Model="facebook/musicgen-small",Type="MusicgenForConditionalGeneration"))
+                self.assertTrue(response.success)
+                self.assertEqual(response.message, "Model loaded successfully")
+        except Exception as err:
+            print(err)
+            self.fail("LoadModel service failed")
+        finally:
+            self.tearDown()
+
+    def test_tts(self):
+        """
+        This method tests if TTS is generated successfully
+        """
+        try:
+            self.setUp()
+            with grpc.insecure_channel("localhost:50051") as channel:
+                stub = backend_pb2_grpc.BackendStub(channel)
+                response = stub.LoadModel(backend_pb2.ModelOptions(Model="facebook/musicgen-small",Type="MusicgenForConditionalGeneration"))
+                self.assertTrue(response.success)
+                tts_request = backend_pb2.TTSRequest(text="80s TV news production music hit for tonight's biggest story")
+                tts_response = stub.TTS(tts_request)
+                self.assertIsNotNone(tts_response)
+        except Exception as err:
+            print(err)
+            self.fail("TTS service failed")
+        finally:
+            self.tearDown()
+
+    def test_sound_generation(self):
+        """
+        This method tests if SoundGeneration is generated successfully
+        """
+        try:
+            self.setUp()
+            with grpc.insecure_channel("localhost:50051") as channel:
+                stub = backend_pb2_grpc.BackendStub(channel)
+                response = stub.LoadModel(backend_pb2.ModelOptions(Model="facebook/musicgen-small",Type="MusicgenForConditionalGeneration"))
+                self.assertTrue(response.success)
+                sg_request = backend_pb2.SoundGenerationRequest(text="80s TV news production music hit for tonight's biggest story")
+                sg_response = stub.SoundGeneration(sg_request)
+                self.assertIsNotNone(sg_response)
+        except Exception as err:
+            print(err)
+            self.fail("SoundGeneration service failed")
         finally:
             self.tearDown()
\ No newline at end of file

From 96f8ec0402ff54e0bf7bdd7c8986497184a2b9f8 Mon Sep 17 00:00:00 2001
From: mintyleaf <mintyleafdev@gmail.com>
Date: Fri, 17 Jan 2025 20:05:58 +0400
Subject: [PATCH 042/679] feat: add machine tag and inference timings (#4577)

* Add machine tag option, add extraUsage option, grpc-server -> proto -> endpoint extraUsage data is broken for now

Signed-off-by: mintyleaf <mintyleafdev@gmail.com>

* remove redurant timing fields, fix not working timings output

Signed-off-by: mintyleaf <mintyleafdev@gmail.com>

* use middleware for Machine-Tag only if tag is specified

Signed-off-by: mintyleaf <mintyleafdev@gmail.com>

---------

Signed-off-by: mintyleaf <mintyleafdev@gmail.com>
---
 backend/backend.proto                    |  4 +-
 backend/cpp/llama/grpc-server.cpp        | 14 ++++++
 core/backend/llm.go                      | 12 ++++-
 core/cli/run.go                          |  2 +
 core/config/application_config.go        |  8 ++++
 core/http/app.go                         |  8 ++++
 core/http/endpoints/localai/tts.go       |  1 -
 core/http/endpoints/localai/vad.go       |  1 -
 core/http/endpoints/openai/chat.go       | 59 ++++++++++++++++--------
 core/http/endpoints/openai/completion.go | 44 ++++++++++++------
 core/http/endpoints/openai/edit.go       | 21 +++++++--
 core/http/endpoints/openai/inference.go  |  2 +
 core/http/endpoints/openai/list.go       |  2 +-
 core/http/routes/openai.go               |  4 +-
 core/schema/openai.go                    |  3 ++
 15 files changed, 137 insertions(+), 48 deletions(-)

diff --git a/backend/backend.proto b/backend/backend.proto
index 0a341ca2..fea4214f 100644
--- a/backend/backend.proto
+++ b/backend/backend.proto
@@ -159,6 +159,8 @@ message Reply {
   bytes message = 1;
   int32 tokens = 2;
   int32 prompt_tokens = 3;
+  double timing_prompt_processing = 4;
+  double timing_token_generation = 5;
 }
 
 message ModelOptions {
@@ -348,4 +350,4 @@ message StatusResponse {
 message Message {
   string role = 1;
   string content = 2;
-}
\ No newline at end of file
+}
diff --git a/backend/cpp/llama/grpc-server.cpp b/backend/cpp/llama/grpc-server.cpp
index f0a16ffa..4e75e7b0 100644
--- a/backend/cpp/llama/grpc-server.cpp
+++ b/backend/cpp/llama/grpc-server.cpp
@@ -2408,6 +2408,13 @@ public:
                 int32_t tokens_evaluated = result.result_json.value("tokens_evaluated", 0);
                 reply.set_prompt_tokens(tokens_evaluated);
 
+                if (result.result_json.contains("timings")) {
+                    double timing_prompt_processing = result.result_json.at("timings").value("prompt_ms", 0.0);
+                    reply.set_timing_prompt_processing(timing_prompt_processing);
+                    double timing_token_generation = result.result_json.at("timings").value("predicted_ms", 0.0);
+                    reply.set_timing_token_generation(timing_token_generation);
+                }
+                
                 // Log Request Correlation Id
                 LOG_VERBOSE("correlation:", {
                     { "id", data["correlation_id"] }
@@ -2448,6 +2455,13 @@ public:
             reply->set_prompt_tokens(tokens_evaluated);
             reply->set_tokens(tokens_predicted);
             reply->set_message(completion_text);
+
+            if (result.result_json.contains("timings")) {
+                double timing_prompt_processing = result.result_json.at("timings").value("prompt_ms", 0.0);
+                reply->set_timing_prompt_processing(timing_prompt_processing);
+                double timing_token_generation = result.result_json.at("timings").value("predicted_ms", 0.0);
+                reply->set_timing_token_generation(timing_token_generation);
+            }
         }
         else
         {
diff --git a/core/backend/llm.go b/core/backend/llm.go
index 9a4d0d46..d91ded51 100644
--- a/core/backend/llm.go
+++ b/core/backend/llm.go
@@ -27,8 +27,10 @@ type LLMResponse struct {
 }
 
 type TokenUsage struct {
-	Prompt     int
-	Completion int
+	Prompt                 int
+	Completion             int
+	TimingPromptProcessing float64
+	TimingTokenGeneration  float64
 }
 
 func ModelInference(ctx context.Context, s string, messages []schema.Message, images, videos, audios []string, loader *model.ModelLoader, c config.BackendConfig, o *config.ApplicationConfig, tokenCallback func(string, TokenUsage) bool) (func() (LLMResponse, error), error) {
@@ -123,6 +125,8 @@ func ModelInference(ctx context.Context, s string, messages []schema.Message, im
 
 				tokenUsage.Prompt = int(reply.PromptTokens)
 				tokenUsage.Completion = int(reply.Tokens)
+				tokenUsage.TimingTokenGeneration = reply.TimingTokenGeneration
+				tokenUsage.TimingPromptProcessing = reply.TimingPromptProcessing
 
 				for len(partialRune) > 0 {
 					r, size := utf8.DecodeRune(partialRune)
@@ -157,6 +161,10 @@ func ModelInference(ctx context.Context, s string, messages []schema.Message, im
 			if tokenUsage.Completion == 0 {
 				tokenUsage.Completion = int(reply.Tokens)
 			}
+
+			tokenUsage.TimingTokenGeneration = reply.TimingTokenGeneration
+			tokenUsage.TimingPromptProcessing = reply.TimingPromptProcessing
+
 			return LLMResponse{
 				Response: string(reply.Message),
 				Usage:    tokenUsage,
diff --git a/core/cli/run.go b/core/cli/run.go
index a0e16155..b86fe2a6 100644
--- a/core/cli/run.go
+++ b/core/cli/run.go
@@ -70,6 +70,7 @@ type RunCMD struct {
 	WatchdogBusyTimeout                string   `env:"LOCALAI_WATCHDOG_BUSY_TIMEOUT,WATCHDOG_BUSY_TIMEOUT" default:"5m" help:"Threshold beyond which a busy backend should be stopped" group:"backends"`
 	Federated                          bool     `env:"LOCALAI_FEDERATED,FEDERATED" help:"Enable federated instance" group:"federated"`
 	DisableGalleryEndpoint             bool     `env:"LOCALAI_DISABLE_GALLERY_ENDPOINT,DISABLE_GALLERY_ENDPOINT" help:"Disable the gallery endpoints" group:"api"`
+	MachineTag                         string   `env:"LOCALAI_MACHINE_TAG" help:"Add Machine-Tag header to each response which is useful to track the machine in the P2P network" group:"api"`
 	LoadToMemory                       []string `env:"LOCALAI_LOAD_TO_MEMORY,LOAD_TO_MEMORY" help:"A list of models to load into memory at startup" group:"models"`
 }
 
@@ -107,6 +108,7 @@ func (r *RunCMD) Run(ctx *cliContext.Context) error {
 		config.WithHttpGetExemptedEndpoints(r.HttpGetExemptedEndpoints),
 		config.WithP2PNetworkID(r.Peer2PeerNetworkID),
 		config.WithLoadToMemory(r.LoadToMemory),
+		config.WithMachineTag(r.MachineTag),
 	}
 
 	if r.DisableMetricsEndpoint {
diff --git a/core/config/application_config.go b/core/config/application_config.go
index 3f321e70..1ffcb297 100644
--- a/core/config/application_config.go
+++ b/core/config/application_config.go
@@ -65,6 +65,8 @@ type ApplicationConfig struct {
 	ModelsURL []string
 
 	WatchDogBusyTimeout, WatchDogIdleTimeout time.Duration
+
+	MachineTag string
 }
 
 type AppOption func(*ApplicationConfig)
@@ -94,6 +96,12 @@ func WithModelPath(path string) AppOption {
 	}
 }
 
+func WithMachineTag(tag string) AppOption {
+	return func(o *ApplicationConfig) {
+		o.MachineTag = tag
+	}
+}
+
 func WithCors(b bool) AppOption {
 	return func(o *ApplicationConfig) {
 		o.CORS = b
diff --git a/core/http/app.go b/core/http/app.go
index 47d89a10..d1e80f8d 100644
--- a/core/http/app.go
+++ b/core/http/app.go
@@ -89,6 +89,14 @@ func API(application *application.Application) (*fiber.App, error) {
 
 	router.Use(middleware.StripPathPrefix())
 
+	if application.ApplicationConfig().MachineTag != "" {
+		router.Use(func(c *fiber.Ctx) error {
+			c.Response().Header.Set("Machine-Tag", application.ApplicationConfig().MachineTag)
+
+			return c.Next()
+		})
+	}
+
 	router.Hooks().OnListen(func(listenData fiber.ListenData) error {
 		scheme := "http"
 		if listenData.TLS {
diff --git a/core/http/endpoints/localai/tts.go b/core/http/endpoints/localai/tts.go
index 7c73c633..9116f9fa 100644
--- a/core/http/endpoints/localai/tts.go
+++ b/core/http/endpoints/localai/tts.go
@@ -24,7 +24,6 @@ import (
 //		@Router		/tts [post]
 func TTSEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, appConfig *config.ApplicationConfig) func(c *fiber.Ctx) error {
 	return func(c *fiber.Ctx) error {
-
 		input := new(schema.TTSRequest)
 
 		// Get input data from the request body
diff --git a/core/http/endpoints/localai/vad.go b/core/http/endpoints/localai/vad.go
index c5a5d929..2ed6125c 100644
--- a/core/http/endpoints/localai/vad.go
+++ b/core/http/endpoints/localai/vad.go
@@ -19,7 +19,6 @@ import (
 // @Router		/vad [post]
 func VADEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, appConfig *config.ApplicationConfig) func(c *fiber.Ctx) error {
 	return func(c *fiber.Ctx) error {
-
 		input := new(schema.VADRequest)
 
 		// Get input data from the request body
diff --git a/core/http/endpoints/openai/chat.go b/core/http/endpoints/openai/chat.go
index c2b201bd..cbce369a 100644
--- a/core/http/endpoints/openai/chat.go
+++ b/core/http/endpoints/openai/chat.go
@@ -30,7 +30,7 @@ func ChatEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, evaluat
 	var id, textContentToReturn string
 	var created int
 
-	process := func(s string, req *schema.OpenAIRequest, config *config.BackendConfig, loader *model.ModelLoader, responses chan schema.OpenAIResponse) {
+	process := func(s string, req *schema.OpenAIRequest, config *config.BackendConfig, loader *model.ModelLoader, responses chan schema.OpenAIResponse, extraUsage bool) {
 		initialMessage := schema.OpenAIResponse{
 			ID:      id,
 			Created: created,
@@ -40,18 +40,24 @@ func ChatEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, evaluat
 		}
 		responses <- initialMessage
 
-		ComputeChoices(req, s, config, startupOptions, loader, func(s string, c *[]schema.Choice) {}, func(s string, usage backend.TokenUsage) bool {
+		ComputeChoices(req, s, config, startupOptions, loader, func(s string, c *[]schema.Choice) {}, func(s string, tokenUsage backend.TokenUsage) bool {
+			usage := schema.OpenAIUsage{
+				PromptTokens:     tokenUsage.Prompt,
+				CompletionTokens: tokenUsage.Completion,
+				TotalTokens:      tokenUsage.Prompt + tokenUsage.Completion,
+			}
+			if extraUsage {
+				usage.TimingTokenGeneration = tokenUsage.TimingTokenGeneration
+				usage.TimingPromptProcessing = tokenUsage.TimingPromptProcessing
+			}
+
 			resp := schema.OpenAIResponse{
 				ID:      id,
 				Created: created,
 				Model:   req.Model, // we have to return what the user sent here, due to OpenAI spec.
 				Choices: []schema.Choice{{Delta: &schema.Message{Content: &s}, Index: 0}},
 				Object:  "chat.completion.chunk",
-				Usage: schema.OpenAIUsage{
-					PromptTokens:     usage.Prompt,
-					CompletionTokens: usage.Completion,
-					TotalTokens:      usage.Prompt + usage.Completion,
-				},
+				Usage:   usage,
 			}
 
 			responses <- resp
@@ -59,7 +65,7 @@ func ChatEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, evaluat
 		})
 		close(responses)
 	}
-	processTools := func(noAction string, prompt string, req *schema.OpenAIRequest, config *config.BackendConfig, loader *model.ModelLoader, responses chan schema.OpenAIResponse) {
+	processTools := func(noAction string, prompt string, req *schema.OpenAIRequest, config *config.BackendConfig, loader *model.ModelLoader, responses chan schema.OpenAIResponse, extraUsage bool) {
 		result := ""
 		_, tokenUsage, _ := ComputeChoices(req, prompt, config, startupOptions, loader, func(s string, c *[]schema.Choice) {}, func(s string, usage backend.TokenUsage) bool {
 			result += s
@@ -90,6 +96,15 @@ func ChatEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, evaluat
 				log.Error().Err(err).Msg("error handling question")
 				return
 			}
+			usage := schema.OpenAIUsage{
+				PromptTokens:     tokenUsage.Prompt,
+				CompletionTokens: tokenUsage.Completion,
+				TotalTokens:      tokenUsage.Prompt + tokenUsage.Completion,
+			}
+			if extraUsage {
+				usage.TimingTokenGeneration = tokenUsage.TimingTokenGeneration
+				usage.TimingPromptProcessing = tokenUsage.TimingPromptProcessing
+			}
 
 			resp := schema.OpenAIResponse{
 				ID:      id,
@@ -97,11 +112,7 @@ func ChatEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, evaluat
 				Model:   req.Model, // we have to return what the user sent here, due to OpenAI spec.
 				Choices: []schema.Choice{{Delta: &schema.Message{Content: &result}, Index: 0}},
 				Object:  "chat.completion.chunk",
-				Usage: schema.OpenAIUsage{
-					PromptTokens:     tokenUsage.Prompt,
-					CompletionTokens: tokenUsage.Completion,
-					TotalTokens:      tokenUsage.Prompt + tokenUsage.Completion,
-				},
+				Usage:   usage,
 			}
 
 			responses <- resp
@@ -170,6 +181,9 @@ func ChatEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, evaluat
 		}
 		c.Set("X-Correlation-ID", correlationID)
 
+		// Opt-in extra usage flag
+		extraUsage := c.Get("LocalAI-Extra-Usage", "") != ""
+
 		modelFile, input, err := readRequest(c, cl, ml, startupOptions, true)
 		if err != nil {
 			return fmt.Errorf("failed reading parameters from request:%w", err)
@@ -319,9 +333,9 @@ func ChatEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, evaluat
 			responses := make(chan schema.OpenAIResponse)
 
 			if !shouldUseFn {
-				go process(predInput, input, config, ml, responses)
+				go process(predInput, input, config, ml, responses, extraUsage)
 			} else {
-				go processTools(noActionName, predInput, input, config, ml, responses)
+				go processTools(noActionName, predInput, input, config, ml, responses, extraUsage)
 			}
 
 			c.Context().SetBodyStreamWriter(fasthttp.StreamWriter(func(w *bufio.Writer) {
@@ -449,6 +463,15 @@ func ChatEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, evaluat
 			if err != nil {
 				return err
 			}
+			usage := schema.OpenAIUsage{
+				PromptTokens:     tokenUsage.Prompt,
+				CompletionTokens: tokenUsage.Completion,
+				TotalTokens:      tokenUsage.Prompt + tokenUsage.Completion,
+			}
+			if extraUsage {
+				usage.TimingTokenGeneration = tokenUsage.TimingTokenGeneration
+				usage.TimingPromptProcessing = tokenUsage.TimingPromptProcessing
+			}
 
 			resp := &schema.OpenAIResponse{
 				ID:      id,
@@ -456,11 +479,7 @@ func ChatEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, evaluat
 				Model:   input.Model, // we have to return what the user sent here, due to OpenAI spec.
 				Choices: result,
 				Object:  "chat.completion",
-				Usage: schema.OpenAIUsage{
-					PromptTokens:     tokenUsage.Prompt,
-					CompletionTokens: tokenUsage.Completion,
-					TotalTokens:      tokenUsage.Prompt + tokenUsage.Completion,
-				},
+				Usage:   usage,
 			}
 			respData, _ := json.Marshal(resp)
 			log.Debug().Msgf("Response: %s", respData)
diff --git a/core/http/endpoints/openai/completion.go b/core/http/endpoints/openai/completion.go
index 04ebc847..339e9bc2 100644
--- a/core/http/endpoints/openai/completion.go
+++ b/core/http/endpoints/openai/completion.go
@@ -30,8 +30,17 @@ func CompletionEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, e
 	id := uuid.New().String()
 	created := int(time.Now().Unix())
 
-	process := func(s string, req *schema.OpenAIRequest, config *config.BackendConfig, loader *model.ModelLoader, responses chan schema.OpenAIResponse) {
-		ComputeChoices(req, s, config, appConfig, loader, func(s string, c *[]schema.Choice) {}, func(s string, usage backend.TokenUsage) bool {
+	process := func(s string, req *schema.OpenAIRequest, config *config.BackendConfig, loader *model.ModelLoader, responses chan schema.OpenAIResponse, extraUsage bool) {
+		ComputeChoices(req, s, config, appConfig, loader, func(s string, c *[]schema.Choice) {}, func(s string, tokenUsage backend.TokenUsage) bool {
+			usage := schema.OpenAIUsage{
+				PromptTokens:     tokenUsage.Prompt,
+				CompletionTokens: tokenUsage.Completion,
+				TotalTokens:      tokenUsage.Prompt + tokenUsage.Completion,
+			}
+			if extraUsage {
+				usage.TimingTokenGeneration = tokenUsage.TimingTokenGeneration
+				usage.TimingPromptProcessing = tokenUsage.TimingPromptProcessing
+			}
 			resp := schema.OpenAIResponse{
 				ID:      id,
 				Created: created,
@@ -43,11 +52,7 @@ func CompletionEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, e
 					},
 				},
 				Object: "text_completion",
-				Usage: schema.OpenAIUsage{
-					PromptTokens:     usage.Prompt,
-					CompletionTokens: usage.Completion,
-					TotalTokens:      usage.Prompt + usage.Completion,
-				},
+				Usage:  usage,
 			}
 			log.Debug().Msgf("Sending goroutine: %s", s)
 
@@ -60,6 +65,10 @@ func CompletionEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, e
 	return func(c *fiber.Ctx) error {
 		// Add Correlation
 		c.Set("X-Correlation-ID", id)
+
+		// Opt-in extra usage flag
+		extraUsage := c.Get("LocalAI-Extra-Usage", "") != ""
+
 		modelFile, input, err := readRequest(c, cl, ml, appConfig, true)
 		if err != nil {
 			return fmt.Errorf("failed reading parameters from request:%w", err)
@@ -113,7 +122,7 @@ func CompletionEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, e
 
 			responses := make(chan schema.OpenAIResponse)
 
-			go process(predInput, input, config, ml, responses)
+			go process(predInput, input, config, ml, responses, extraUsage)
 
 			c.Context().SetBodyStreamWriter(fasthttp.StreamWriter(func(w *bufio.Writer) {
 
@@ -170,11 +179,20 @@ func CompletionEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, e
 				return err
 			}
 
-			totalTokenUsage.Prompt += tokenUsage.Prompt
-			totalTokenUsage.Completion += tokenUsage.Completion
+			totalTokenUsage.TimingTokenGeneration += tokenUsage.TimingTokenGeneration
+			totalTokenUsage.TimingPromptProcessing += tokenUsage.TimingPromptProcessing
 
 			result = append(result, r...)
 		}
+		usage := schema.OpenAIUsage{
+			PromptTokens:     totalTokenUsage.Prompt,
+			CompletionTokens: totalTokenUsage.Completion,
+			TotalTokens:      totalTokenUsage.Prompt + totalTokenUsage.Completion,
+		}
+		if extraUsage {
+			usage.TimingTokenGeneration = totalTokenUsage.TimingTokenGeneration
+			usage.TimingPromptProcessing = totalTokenUsage.TimingPromptProcessing
+		}
 
 		resp := &schema.OpenAIResponse{
 			ID:      id,
@@ -182,11 +200,7 @@ func CompletionEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, e
 			Model:   input.Model, // we have to return what the user sent here, due to OpenAI spec.
 			Choices: result,
 			Object:  "text_completion",
-			Usage: schema.OpenAIUsage{
-				PromptTokens:     totalTokenUsage.Prompt,
-				CompletionTokens: totalTokenUsage.Completion,
-				TotalTokens:      totalTokenUsage.Prompt + totalTokenUsage.Completion,
-			},
+			Usage:   usage,
 		}
 
 		jsonResult, _ := json.Marshal(resp)
diff --git a/core/http/endpoints/openai/edit.go b/core/http/endpoints/openai/edit.go
index a6d609fb..e10a12d1 100644
--- a/core/http/endpoints/openai/edit.go
+++ b/core/http/endpoints/openai/edit.go
@@ -25,6 +25,9 @@ import (
 func EditEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, evaluator *templates.Evaluator, appConfig *config.ApplicationConfig) func(c *fiber.Ctx) error {
 
 	return func(c *fiber.Ctx) error {
+		// Opt-in extra usage flag
+		extraUsage := c.Get("LocalAI-Extra-Usage", "") != ""
+
 		modelFile, input, err := readRequest(c, cl, ml, appConfig, true)
 		if err != nil {
 			return fmt.Errorf("failed reading parameters from request:%w", err)
@@ -61,8 +64,20 @@ func EditEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, evaluat
 			totalTokenUsage.Prompt += tokenUsage.Prompt
 			totalTokenUsage.Completion += tokenUsage.Completion
 
+			totalTokenUsage.TimingTokenGeneration += tokenUsage.TimingTokenGeneration
+			totalTokenUsage.TimingPromptProcessing += tokenUsage.TimingPromptProcessing
+
 			result = append(result, r...)
 		}
+		usage := schema.OpenAIUsage{
+			PromptTokens:     totalTokenUsage.Prompt,
+			CompletionTokens: totalTokenUsage.Completion,
+			TotalTokens:      totalTokenUsage.Prompt + totalTokenUsage.Completion,
+		}
+		if extraUsage {
+			usage.TimingTokenGeneration = totalTokenUsage.TimingTokenGeneration
+			usage.TimingPromptProcessing = totalTokenUsage.TimingPromptProcessing
+		}
 
 		id := uuid.New().String()
 		created := int(time.Now().Unix())
@@ -72,11 +87,7 @@ func EditEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, evaluat
 			Model:   input.Model, // we have to return what the user sent here, due to OpenAI spec.
 			Choices: result,
 			Object:  "edit",
-			Usage: schema.OpenAIUsage{
-				PromptTokens:     totalTokenUsage.Prompt,
-				CompletionTokens: totalTokenUsage.Completion,
-				TotalTokens:      totalTokenUsage.Prompt + totalTokenUsage.Completion,
-			},
+			Usage:   usage,
 		}
 
 		jsonResult, _ := json.Marshal(resp)
diff --git a/core/http/endpoints/openai/inference.go b/core/http/endpoints/openai/inference.go
index da75d3a1..f59e3b60 100644
--- a/core/http/endpoints/openai/inference.go
+++ b/core/http/endpoints/openai/inference.go
@@ -52,6 +52,8 @@ func ComputeChoices(
 
 		tokenUsage.Prompt += prediction.Usage.Prompt
 		tokenUsage.Completion += prediction.Usage.Completion
+		tokenUsage.TimingPromptProcessing += prediction.Usage.TimingPromptProcessing
+		tokenUsage.TimingTokenGeneration += prediction.Usage.TimingTokenGeneration
 
 		finetunedResponse := backend.Finetune(*config, predInput, prediction.Response)
 		cb(finetunedResponse, &result)
diff --git a/core/http/endpoints/openai/list.go b/core/http/endpoints/openai/list.go
index 80dcb3e4..9d21f8fe 100644
--- a/core/http/endpoints/openai/list.go
+++ b/core/http/endpoints/openai/list.go
@@ -12,7 +12,7 @@ import (
 // @Summary List and describe the various models available in the API.
 // @Success 200 {object} schema.ModelsDataResponse "Response"
 // @Router /v1/models [get]
-func ListModelsEndpoint(bcl *config.BackendConfigLoader, ml *model.ModelLoader) func(ctx *fiber.Ctx) error {
+func ListModelsEndpoint(bcl *config.BackendConfigLoader, ml *model.ModelLoader, appConfig *config.ApplicationConfig) func(ctx *fiber.Ctx) error {
 	return func(c *fiber.Ctx) error {
 		// If blank, no filter is applied.
 		filter := c.Query("filter")
diff --git a/core/http/routes/openai.go b/core/http/routes/openai.go
index 5ff301b6..a48ced65 100644
--- a/core/http/routes/openai.go
+++ b/core/http/routes/openai.go
@@ -130,6 +130,6 @@ func RegisterOpenAIRoutes(app *fiber.App,
 	}
 
 	// List models
-	app.Get("/v1/models", openai.ListModelsEndpoint(application.BackendLoader(), application.ModelLoader()))
-	app.Get("/models", openai.ListModelsEndpoint(application.BackendLoader(), application.ModelLoader()))
+	app.Get("/v1/models", openai.ListModelsEndpoint(application.BackendLoader(), application.ModelLoader(), application.ApplicationConfig()))
+	app.Get("/models", openai.ListModelsEndpoint(application.BackendLoader(), application.ModelLoader(), application.ApplicationConfig()))
 }
diff --git a/core/schema/openai.go b/core/schema/openai.go
index 15bcd13d..b06120ae 100644
--- a/core/schema/openai.go
+++ b/core/schema/openai.go
@@ -23,6 +23,9 @@ type OpenAIUsage struct {
 	PromptTokens     int `json:"prompt_tokens"`
 	CompletionTokens int `json:"completion_tokens"`
 	TotalTokens      int `json:"total_tokens"`
+	// Extra timing data, disabled by default as is't not a part of OpenAI specification
+	TimingPromptProcessing float64 `json:"timing_prompt_processing,omitempty"`
+	TimingTokenGeneration  float64 `json:"timing_token_generation,omitempty"`
 }
 
 type Item struct {

From a761e01944b261e2181e5568bb263324d41218c5 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 17 Jan 2025 18:16:17 +0100
Subject: [PATCH 043/679] chore: alias transformers-musicgen to transformers
 (#4623)

chore: alias transformers-muscigen to transformers

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 pkg/model/initializers.go | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/pkg/model/initializers.go b/pkg/model/initializers.go
index 3d03514a..f4675050 100644
--- a/pkg/model/initializers.go
+++ b/pkg/model/initializers.go
@@ -26,6 +26,7 @@ var Aliases map[string]string = map[string]string{
 	"llama":                 LLamaCPP,
 	"embedded-store":        LocalStoreBackend,
 	"langchain-huggingface": LCHuggingFaceBackend,
+	"transformers-musicgen": TransformersBackend,
 }
 
 var AutoDetect = os.Getenv("DISABLE_AUTODETECT") != "true"
@@ -51,7 +52,8 @@ const (
 	PiperBackend           = "piper"
 	LCHuggingFaceBackend   = "huggingface"
 
-	LocalStoreBackend = "local-store"
+	TransformersBackend = "transformers"
+	LocalStoreBackend   = "local-store"
 )
 
 func backendPath(assetDir, backend string) string {

From ee7904f170786df1ef30e1ddca04f432fb5ac1e6 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 17 Jan 2025 19:33:25 +0100
Subject: [PATCH 044/679] feat(transformers): add support to OuteTTS (#4622)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 backend/python/transformers/backend.py        | 68 +++++++++++++++++--
 .../python/transformers/requirements-cpu.txt  |  4 +-
 .../transformers/requirements-cublas11.txt    |  4 +-
 .../transformers/requirements-cublas12.txt    |  4 +-
 .../transformers/requirements-hipblas.txt     |  4 +-
 .../transformers/requirements-intel.txt       |  4 +-
 backend/python/transformers/requirements.txt  |  4 +-
 7 files changed, 82 insertions(+), 10 deletions(-)

diff --git a/backend/python/transformers/backend.py b/backend/python/transformers/backend.py
index 3f6838ad..27257934 100644
--- a/backend/python/transformers/backend.py
+++ b/backend/python/transformers/backend.py
@@ -24,7 +24,7 @@ XPU=os.environ.get("XPU", "0") == "1"
 from transformers import AutoTokenizer, AutoModel, set_seed, TextIteratorStreamer, StoppingCriteriaList, StopStringCriteria
 from transformers import AutoProcessor, MusicgenForConditionalGeneration
 from scipy.io import wavfile
-
+import outetts
 
 _ONE_DAY_IN_SECONDS = 60 * 60 * 24
 
@@ -87,6 +87,7 @@ class BackendServicer(backend_pb2_grpc.BackendServicer):
 
         self.CUDA = torch.cuda.is_available()
         self.OV=False
+        self.OuteTTS=False
 
         device_map="cpu"
 
@@ -195,7 +196,45 @@ class BackendServicer(backend_pb2_grpc.BackendServicer):
                 self.OV = True
             elif request.Type == "MusicgenForConditionalGeneration":
                 self.processor = AutoProcessor.from_pretrained(model_name)
-                self.model = MusicgenForConditionalGeneration.from_pretrained(model_name)                
+                self.model = MusicgenForConditionalGeneration.from_pretrained(model_name)
+            elif request.Type == "OuteTTS":
+                options = request.Options
+                MODELNAME = "OuteAI/OuteTTS-0.3-1B"
+                TOKENIZER = "OuteAI/OuteTTS-0.3-1B"
+                VERSION = "0.3"
+                SPEAKER = "en_male_1"
+                for opt in options:
+                    if opt.startswith("tokenizer:"):
+                        TOKENIZER = opt.split(":")[1]
+                        break
+                    if opt.startswith("version:"):
+                        VERSION = opt.split(":")[1]
+                        break
+                    if opt.startswith("speaker:"):
+                        SPEAKER = opt.split(":")[1]
+                        break
+                
+                if model_name != "":
+                    MODELNAME = model_name
+
+                # Configure the model
+                model_config = outetts.HFModelConfig_v2(
+                    model_path=MODELNAME,
+                    tokenizer_path=TOKENIZER
+                )
+                # Initialize the interface
+                self.interface = outetts.InterfaceHF(model_version=VERSION, cfg=model_config)
+                self.OuteTTS = True
+
+                self.interface.print_default_speakers()
+                if request.AudioPath:
+                    if os.path.isabs(request.AudioPath):
+                        self.AudioPath = request.AudioPath
+                    else:
+                        self.AudioPath = os.path.join(request.ModelPath, request.AudioPath)
+                    self.speaker = self.interface.create_speaker(audio_path=self.AudioPath)
+                else:
+                    self.speaker = self.interface.load_default_speaker(name=SPEAKER)               
             else:
                 print("Automodel", file=sys.stderr)
                 self.model = AutoModel.from_pretrained(model_name, 
@@ -206,7 +245,7 @@ class BackendServicer(backend_pb2_grpc.BackendServicer):
                                                        torch_dtype=compute)
             if request.ContextSize > 0:
                 self.max_tokens = request.ContextSize
-            elif request.Type != "MusicgenForConditionalGeneration":
+            elif hasattr(self.model, 'config') and hasattr(self.model.config, 'max_position_embeddings'):
                 self.max_tokens = self.model.config.max_position_embeddings
             else:
                 self.max_tokens = 512
@@ -445,9 +484,30 @@ class BackendServicer(backend_pb2_grpc.BackendServicer):
             return backend_pb2.Result(success=False, message=f"Unexpected {err=}, {type(err)=}")
         return backend_pb2.Result(success=True)
 
+    def OuteTTS(self, request, context):
+        try:
+            print("[OuteTTS] generating TTS", file=sys.stderr)
+            gen_cfg = outetts.GenerationConfig(
+                text="Speech synthesis is the artificial production of human speech.",
+                temperature=0.1,
+                repetition_penalty=1.1,
+                max_length=self.max_tokens,
+                speaker=self.speaker,
+                # voice_characteristics="upbeat enthusiasm, friendliness, clarity, professionalism, and trustworthiness"
+            )
+            output = self.interface.generate(config=gen_cfg)
+            print("[OuteTTS] Generated TTS", file=sys.stderr)
+            output.save(request.dst)
+            print("[OuteTTS] TTS done", file=sys.stderr)
+        except Exception as err:
+            return backend_pb2.Result(success=False, message=f"Unexpected {err=}, {type(err)=}")
+        return backend_pb2.Result(success=True)
 
 # The TTS endpoint is older, and provides fewer features, but exists for compatibility reasons
     def TTS(self, request, context):
+        if self.OuteTTS:
+            return self.OuteTTS(request, context)
+
         model_name = request.model
         try:
             if self.processor is None:
@@ -463,7 +523,7 @@ class BackendServicer(backend_pb2_grpc.BackendServicer):
                 padding=True,
                 return_tensors="pt",
             )
-            tokens = 512 # No good place to set the "length" in TTS, so use 10s as a sane default
+            tokens = self.max_tokens # No good place to set the "length" in TTS, so use 10s as a sane default
             audio_values = self.model.generate(**inputs, max_new_tokens=tokens)
             print("[transformers-musicgen] TTS generated!", file=sys.stderr)
             sampling_rate = self.model.config.audio_encoder.sampling_rate
diff --git a/backend/python/transformers/requirements-cpu.txt b/backend/python/transformers/requirements-cpu.txt
index f99aa18f..56b77325 100644
--- a/backend/python/transformers/requirements-cpu.txt
+++ b/backend/python/transformers/requirements-cpu.txt
@@ -1,4 +1,6 @@
 torch==2.4.1
+llvmlite==0.43.0
 accelerate
 transformers
-bitsandbytes
\ No newline at end of file
+bitsandbytes
+outetts
\ No newline at end of file
diff --git a/backend/python/transformers/requirements-cublas11.txt b/backend/python/transformers/requirements-cublas11.txt
index 2c1d0755..924b0086 100644
--- a/backend/python/transformers/requirements-cublas11.txt
+++ b/backend/python/transformers/requirements-cublas11.txt
@@ -1,5 +1,7 @@
 --extra-index-url https://download.pytorch.org/whl/cu118
 torch==2.4.1+cu118
+llvmlite==0.43.0
 accelerate
 transformers
-bitsandbytes
\ No newline at end of file
+bitsandbytes
+outetts
\ No newline at end of file
diff --git a/backend/python/transformers/requirements-cublas12.txt b/backend/python/transformers/requirements-cublas12.txt
index f99aa18f..0feb3d81 100644
--- a/backend/python/transformers/requirements-cublas12.txt
+++ b/backend/python/transformers/requirements-cublas12.txt
@@ -1,4 +1,6 @@
 torch==2.4.1
 accelerate
+llvmlite==0.43.0
 transformers
-bitsandbytes
\ No newline at end of file
+bitsandbytes
+outetts
\ No newline at end of file
diff --git a/backend/python/transformers/requirements-hipblas.txt b/backend/python/transformers/requirements-hipblas.txt
index f9577fab..fa65fb8e 100644
--- a/backend/python/transformers/requirements-hipblas.txt
+++ b/backend/python/transformers/requirements-hipblas.txt
@@ -2,4 +2,6 @@
 torch==2.4.1+rocm6.0
 accelerate
 transformers
-bitsandbytes
\ No newline at end of file
+llvmlite==0.43.0
+bitsandbytes
+outetts
\ No newline at end of file
diff --git a/backend/python/transformers/requirements-intel.txt b/backend/python/transformers/requirements-intel.txt
index dd683cd9..4a295599 100644
--- a/backend/python/transformers/requirements-intel.txt
+++ b/backend/python/transformers/requirements-intel.txt
@@ -3,5 +3,7 @@ intel-extension-for-pytorch==2.3.110+xpu
 torch==2.3.1+cxx11.abi
 oneccl_bind_pt==2.3.100+xpu
 optimum[openvino]
+llvmlite==0.43.0
 intel-extension-for-transformers
-bitsandbytes
\ No newline at end of file
+bitsandbytes
+outetts
\ No newline at end of file
diff --git a/backend/python/transformers/requirements.txt b/backend/python/transformers/requirements.txt
index 262dd17a..ba1d88e7 100644
--- a/backend/python/transformers/requirements.txt
+++ b/backend/python/transformers/requirements.txt
@@ -2,4 +2,6 @@ grpcio==1.69.0
 protobuf
 certifi
 setuptools
-scipy==1.14.0
\ No newline at end of file
+scipy==1.14.0
+numpy>=2.0.0
+numba==0.60.0
\ No newline at end of file

From cbdbe59f164a06ad4e994444671b8dfdbcfc120f Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 17 Jan 2025 22:14:11 +0000
Subject: [PATCH 045/679] chore(deps): Bump scipy from 1.14.0 to 1.15.1 in
 /backend/python/transformers (#4621)

chore(deps): Bump scipy in /backend/python/transformers

Bumps [scipy](https://github.com/scipy/scipy) from 1.14.0 to 1.15.1.
- [Release notes](https://github.com/scipy/scipy/releases)
- [Commits](https://github.com/scipy/scipy/compare/v1.14.0...v1.15.1)

---
updated-dependencies:
- dependency-name: scipy
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 backend/python/transformers/requirements.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/backend/python/transformers/requirements.txt b/backend/python/transformers/requirements.txt
index ba1d88e7..d353e4d0 100644
--- a/backend/python/transformers/requirements.txt
+++ b/backend/python/transformers/requirements.txt
@@ -2,6 +2,6 @@ grpcio==1.69.0
 protobuf
 certifi
 setuptools
-scipy==1.14.0
+scipy==1.15.1
 numpy>=2.0.0
 numba==0.60.0
\ No newline at end of file

From 895cd7c76aa83b84f64b07802682e910a54b0d42 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Sat, 18 Jan 2025 08:57:49 +0100
Subject: [PATCH 046/679] feat(swagger): update swagger (#4625)

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 swagger/docs.go      | 7 +++++++
 swagger/swagger.json | 7 +++++++
 swagger/swagger.yaml | 6 ++++++
 3 files changed, 20 insertions(+)

diff --git a/swagger/docs.go b/swagger/docs.go
index 1a5943c4..13a3d3f3 100644
--- a/swagger/docs.go
+++ b/swagger/docs.go
@@ -1752,6 +1752,13 @@ const docTemplate = `{
                 "prompt_tokens": {
                     "type": "integer"
                 },
+                "timing_prompt_processing": {
+                    "description": "Extra timing data, disabled by default as is't not a part of OpenAI specification",
+                    "type": "number"
+                },
+                "timing_token_generation": {
+                    "type": "number"
+                },
                 "total_tokens": {
                     "type": "integer"
                 }
diff --git a/swagger/swagger.json b/swagger/swagger.json
index dc902e11..1c38e9da 100644
--- a/swagger/swagger.json
+++ b/swagger/swagger.json
@@ -1745,6 +1745,13 @@
                 "prompt_tokens": {
                     "type": "integer"
                 },
+                "timing_prompt_processing": {
+                    "description": "Extra timing data, disabled by default as is't not a part of OpenAI specification",
+                    "type": "number"
+                },
+                "timing_token_generation": {
+                    "type": "number"
+                },
                 "total_tokens": {
                     "type": "integer"
                 }
diff --git a/swagger/swagger.yaml b/swagger/swagger.yaml
index a447f7cc..1692f4bb 100644
--- a/swagger/swagger.yaml
+++ b/swagger/swagger.yaml
@@ -646,6 +646,12 @@ definitions:
         type: integer
       prompt_tokens:
         type: integer
+      timing_prompt_processing:
+        description: Extra timing data, disabled by default as is't not a part of
+          OpenAI specification
+        type: number
+      timing_token_generation:
+        type: number
       total_tokens:
         type: integer
     type: object

From 96306a39a05894dee9ceb6a97f4215f45d359559 Mon Sep 17 00:00:00 2001
From: mintyleaf <mintyleafdev@gmail.com>
Date: Sat, 18 Jan 2025 11:58:38 +0400
Subject: [PATCH 047/679] chore(docs): extra-Usage and Machine-Tag docs (#4627)

Rename LocalAI-Extra-Usage -> Extra-Usage, add MACHINE_TAG as cli flag option, add docs about extra-usage and machine-tag

Signed-off-by: mintyleaf <mintyleafdev@gmail.com>
---
 core/cli/run.go                              |  2 +-
 core/http/endpoints/openai/chat.go           |  2 +-
 core/http/endpoints/openai/completion.go     |  2 +-
 core/http/endpoints/openai/edit.go           |  2 +-
 docs/content/docs/advanced/advanced-usage.md | 31 +++++++++++++++++++-
 5 files changed, 34 insertions(+), 5 deletions(-)

diff --git a/core/cli/run.go b/core/cli/run.go
index b86fe2a6..279ff94b 100644
--- a/core/cli/run.go
+++ b/core/cli/run.go
@@ -70,7 +70,7 @@ type RunCMD struct {
 	WatchdogBusyTimeout                string   `env:"LOCALAI_WATCHDOG_BUSY_TIMEOUT,WATCHDOG_BUSY_TIMEOUT" default:"5m" help:"Threshold beyond which a busy backend should be stopped" group:"backends"`
 	Federated                          bool     `env:"LOCALAI_FEDERATED,FEDERATED" help:"Enable federated instance" group:"federated"`
 	DisableGalleryEndpoint             bool     `env:"LOCALAI_DISABLE_GALLERY_ENDPOINT,DISABLE_GALLERY_ENDPOINT" help:"Disable the gallery endpoints" group:"api"`
-	MachineTag                         string   `env:"LOCALAI_MACHINE_TAG" help:"Add Machine-Tag header to each response which is useful to track the machine in the P2P network" group:"api"`
+	MachineTag                         string   `env:"LOCALAI_MACHINE_TAG,MACHINE_TAG" help:"Add Machine-Tag header to each response which is useful to track the machine in the P2P network" group:"api"`
 	LoadToMemory                       []string `env:"LOCALAI_LOAD_TO_MEMORY,LOAD_TO_MEMORY" help:"A list of models to load into memory at startup" group:"models"`
 }
 
diff --git a/core/http/endpoints/openai/chat.go b/core/http/endpoints/openai/chat.go
index cbce369a..3b8d3056 100644
--- a/core/http/endpoints/openai/chat.go
+++ b/core/http/endpoints/openai/chat.go
@@ -182,7 +182,7 @@ func ChatEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, evaluat
 		c.Set("X-Correlation-ID", correlationID)
 
 		// Opt-in extra usage flag
-		extraUsage := c.Get("LocalAI-Extra-Usage", "") != ""
+		extraUsage := c.Get("Extra-Usage", "") != ""
 
 		modelFile, input, err := readRequest(c, cl, ml, startupOptions, true)
 		if err != nil {
diff --git a/core/http/endpoints/openai/completion.go b/core/http/endpoints/openai/completion.go
index 339e9bc2..a353a0a1 100644
--- a/core/http/endpoints/openai/completion.go
+++ b/core/http/endpoints/openai/completion.go
@@ -67,7 +67,7 @@ func CompletionEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, e
 		c.Set("X-Correlation-ID", id)
 
 		// Opt-in extra usage flag
-		extraUsage := c.Get("LocalAI-Extra-Usage", "") != ""
+		extraUsage := c.Get("Extra-Usage", "") != ""
 
 		modelFile, input, err := readRequest(c, cl, ml, appConfig, true)
 		if err != nil {
diff --git a/core/http/endpoints/openai/edit.go b/core/http/endpoints/openai/edit.go
index e10a12d1..28a3597c 100644
--- a/core/http/endpoints/openai/edit.go
+++ b/core/http/endpoints/openai/edit.go
@@ -26,7 +26,7 @@ func EditEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, evaluat
 
 	return func(c *fiber.Ctx) error {
 		// Opt-in extra usage flag
-		extraUsage := c.Get("LocalAI-Extra-Usage", "") != ""
+		extraUsage := c.Get("Extra-Usage", "") != ""
 
 		modelFile, input, err := readRequest(c, cl, ml, appConfig, true)
 		if err != nil {
diff --git a/docs/content/docs/advanced/advanced-usage.md b/docs/content/docs/advanced/advanced-usage.md
index 35d3a2e4..dd9894ef 100644
--- a/docs/content/docs/advanced/advanced-usage.md
+++ b/docs/content/docs/advanced/advanced-usage.md
@@ -520,6 +520,7 @@ In the help text below, BASEPATH is the location that local-ai is being executed
 | --upload-limit | 15 | Default upload-limit in MB | $LOCALAI_UPLOAD_LIMIT |
 | --api-keys | API-KEYS,... | List of API Keys to enable API authentication. When this is set, all the requests must be authenticated with one of these API keys | $LOCALAI_API_KEY |
 | --disable-welcome |  | Disable welcome pages | $LOCALAI_DISABLE_WELCOME |
+| --machine-tag |  | If not empty - put that string to Machine-Tag header in each response. Useful to track response from different machines using multiple P2P federated nodes | $LOCALAI_MACHINE_TAG |
 
 #### Backend Flags
 | Parameter | Default | Description | Environment Variable |
@@ -553,6 +554,34 @@ LOCALAI_MODELS_PATH=/mnt/storage/localai/models
 LOCALAI_F16=true
 ```
 
+### Request headers
+
+You can use 'Extra-Usage' request header key presence ('Extra-Usage: true') to receive inference timings in milliseconds extending default OpenAI response model in the usage field:   
+```
+...
+{
+  "id": "...",
+  "created": ...,
+  "model": "...",
+  "choices": [
+    {
+      ...
+    },
+    ...
+  ],
+  "object": "...",
+  "usage": {
+    "prompt_tokens": ...,
+    "completion_tokens": ...,
+    "total_tokens": ...,
+    // Extra-Usage header key will include these two float fields:
+    "timing_prompt_processing: ...,
+    "timing_token_generation": ...,
+  },
+}
+...
+```
+
 ### Extra backends
 
 LocalAI can be extended with extra backends. The backends are implemented as `gRPC` services and can be written in any language. The container images that are built and published on [quay.io](https://quay.io/repository/go-skynet/local-ai?tab=tags) contain a set of images split in core and extra. By default Images bring all the dependencies and backends supported by LocalAI (we call those `extra` images). The `-core` images instead bring only the strictly necessary dependencies to run LocalAI without only a core set of backends.
@@ -616,4 +645,4 @@ Note that, for llama.cpp you need to set accordingly `LLAMACPP_PARALLEL` to the
 
 LocalAI will automatically discover the CPU flagset available in your host and will use the most optimized version of the backends.
 
-If you want to disable this behavior, you can set `DISABLE_AUTODETECT` to `true` in the environment variables.
\ No newline at end of file
+If you want to disable this behavior, you can set `DISABLE_AUTODETECT` to `true` in the environment variables.

From 958f6eb722ca027699238543c10d443451745bb4 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 18 Jan 2025 11:55:13 +0100
Subject: [PATCH 048/679] chore(llama.cpp): update dependency (#4628)

Update to '3edfa7d3753c29e44b964c0ff424d2ea8d5fdee6' and adapt to upstream changes

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 Makefile                          |  2 +-
 backend/cpp/llama/grpc-server.cpp | 28 +++++++++++++++++++++++++++-
 2 files changed, 28 insertions(+), 2 deletions(-)

diff --git a/Makefile b/Makefile
index 03468ffb..1f1ffb3e 100644
--- a/Makefile
+++ b/Makefile
@@ -8,7 +8,7 @@ DETECT_LIBS?=true
 # llama.cpp versions
 GOLLAMA_REPO?=https://github.com/go-skynet/go-llama.cpp
 GOLLAMA_VERSION?=2b57a8ae43e4699d3dc5d1496a1ccd42922993be
-CPPLLAMA_VERSION?=4dbc8b9cb71876e005724f4e8f73a3544646bcf5
+CPPLLAMA_VERSION?=3edfa7d3753c29e44b964c0ff424d2ea8d5fdee6
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp
diff --git a/backend/cpp/llama/grpc-server.cpp b/backend/cpp/llama/grpc-server.cpp
index 4e75e7b0..9aeb34db 100644
--- a/backend/cpp/llama/grpc-server.cpp
+++ b/backend/cpp/llama/grpc-server.cpp
@@ -134,6 +134,32 @@ static std::string tokens_to_output_formatted_string(const llama_context *ctx, c
     return out;
 }
 
+// Adds an RPC server
+// https://github.com/ggerganov/llama.cpp/compare/4dbc8b9cb71876e005724f4e8f73a3544646bcf5..3edfa7d3753c29e44b964c0ff424d2ea8d5fdee6
+static void add_rpc_devices(std::string servers) {
+    auto rpc_servers = string_split<std::string>(servers, ',');
+    if (rpc_servers.empty()) {
+        throw std::invalid_argument("no RPC servers specified");
+    }
+    ggml_backend_reg_t rpc_reg = ggml_backend_reg_by_name("RPC");
+    if (!rpc_reg) {
+        throw std::invalid_argument("failed to find RPC backend");
+    }
+    typedef ggml_backend_dev_t (*ggml_backend_rpc_add_device_t)(const char * endpoint);
+    ggml_backend_rpc_add_device_t ggml_backend_rpc_add_device_fn = (ggml_backend_rpc_add_device_t) ggml_backend_reg_get_proc_address(rpc_reg, "ggml_backend_rpc_add_device");
+    if (!ggml_backend_rpc_add_device_fn) {
+        throw std::invalid_argument("failed to find RPC device add function");
+    }
+    for (const auto & server : rpc_servers) {
+        ggml_backend_dev_t dev = ggml_backend_rpc_add_device_fn(server.c_str());
+        if (dev) {
+            ggml_backend_device_register(dev);
+        } else {
+            throw std::invalid_argument("failed to register RPC device");
+        }
+    }
+}
+
 // convert a vector of completion_token_output to json
 static json probs_vector_to_json(const llama_context *ctx, const std::vector<completion_token_output> &probs)
 {
@@ -2282,7 +2308,7 @@ static void params_parse(const backend::ModelOptions* request,
 
     const char *llama_grpc_servers = std::getenv("LLAMACPP_GRPC_SERVERS");
     if (llama_grpc_servers != NULL) {
-        params.rpc_servers = std::string(llama_grpc_servers);
+        add_rpc_devices(std::string(llama_grpc_servers));
     }
     
     // TODO: Add yarn

From 4bd8434ae02d934d2ceee56d0779dc149bbb8bc0 Mon Sep 17 00:00:00 2001
From: Gianluca Boiano <491117+M0Rf30@users.noreply.github.com>
Date: Sat, 18 Jan 2025 15:47:49 +0100
Subject: [PATCH 049/679] fix(docs): add missing `-core` suffix to sycl images
 (#4630)

Signed-off-by: Gianluca Boiano <morf3089@gmail.com>
---
 docs/content/docs/getting-started/container-images.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/docs/content/docs/getting-started/container-images.md b/docs/content/docs/getting-started/container-images.md
index 25385f23..967fc28b 100644
--- a/docs/content/docs/getting-started/container-images.md
+++ b/docs/content/docs/getting-started/container-images.md
@@ -197,7 +197,7 @@ Images with `core` in the tag are smaller and do not contain any python dependen
 | --- | --- |-------------------------------------------------------------|
 | Latest images from the branch (development) | `quay.io/go-skynet/local-ai:master-sycl-f16` | `localai/localai:master-sycl-f16`                      |
 | Latest tag | `quay.io/go-skynet/local-ai:latest-gpu-intel-f16` | `localai/localai:latest-gpu-intel-f16`                      |
-| Versioned image | `quay.io/go-skynet/local-ai:{{< version >}}-sycl-f16` | `localai/localai:{{< version >}}-sycl-f16`             |
+| Versioned image | `quay.io/go-skynet/local-ai:{{< version >}}-sycl-f16-core` | `localai/localai:{{< version >}}-sycl-f16-core`             |
 | Versioned image including FFMpeg| `quay.io/go-skynet/local-ai:{{< version >}}-sycl-f16-ffmpeg` | `localai/localai:{{< version >}}-sycl-f16-ffmpeg`      |
 | Versioned image including FFMpeg, no python | `quay.io/go-skynet/local-ai:{{< version >}}-sycl-f16-ffmpeg-core` | `localai/localai:{{< version >}}-sycl-f16-ffmpeg-core` |
 
@@ -209,7 +209,7 @@ Images with `core` in the tag are smaller and do not contain any python dependen
 | --- | --- |-------------------------------------------------------------|
 | Latest images from the branch (development) | `quay.io/go-skynet/local-ai:master-sycl-f32` | `localai/localai:master-sycl-f32`                      |
 | Latest tag | `quay.io/go-skynet/local-ai:latest-gpu-intel-f32` | `localai/localai:latest-gpu-intel-f32`                      |
-| Versioned image | `quay.io/go-skynet/local-ai:{{< version >}}-sycl-f32` | `localai/localai:{{< version >}}-sycl-f32`             |
+| Versioned image | `quay.io/go-skynet/local-ai:{{< version >}}-sycl-f32-core` | `localai/localai:{{< version >}}-sycl-f32-core`             |
 | Versioned image including FFMpeg| `quay.io/go-skynet/local-ai:{{< version >}}-sycl-f32-ffmpeg` | `localai/localai:{{< version >}}-sycl-f32-ffmpeg`      |
 | Versioned image including FFMpeg, no python | `quay.io/go-skynet/local-ai:{{< version >}}-sycl-f32-ffmpeg-core` | `localai/localai:{{< version >}}-sycl-f32-ffmpeg-core` |
 

From 1e9bf19c8d4dff99c6c2cbcbddc4d50962c58a07 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 18 Jan 2025 18:30:30 +0100
Subject: [PATCH 050/679] feat(transformers): merge sentencetransformers
 backend (#4624)

* merge sentencetransformers

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Add alias to silently redirect sentencetransformers to transformers

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Add alias also for transformers-musicgen

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Drop from makefile

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Move tests from sentencetransformers

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Remove sentencetransformers

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Remove tests from CI (part of transformers)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Do not always try to load the tokenizer

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Adapt tests

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Fix typo

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Tiny adjustments

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 .github/workflows/test-extra.yml              |  24 ----
 .github/workflows/test.yml                    |   3 +-
 Dockerfile                                    |   5 +-
 Makefile                                      |  15 +--
 backend/python/sentencetransformers/Makefile  |  31 -----
 backend/python/sentencetransformers/README.md |   5 -
 .../python/sentencetransformers/backend.py    | 114 ------------------
 .../python/sentencetransformers/install.sh    |  14 ---
 .../sentencetransformers/requirements-cpu.txt |   6 -
 .../requirements-cublas11.txt                 |   5 -
 .../requirements-cublas12.txt                 |   4 -
 .../requirements-hipblas.txt                  |   5 -
 .../requirements-intel.txt                    |   9 --
 .../sentencetransformers/requirements.txt     |   5 -
 backend/python/sentencetransformers/run.sh    |   4 -
 backend/python/sentencetransformers/test.py   |  81 -------------
 backend/python/sentencetransformers/test.sh   |   6 -
 backend/python/transformers/backend.py        |  38 ++++--
 .../python/transformers/requirements-cpu.txt  |   3 +-
 .../transformers/requirements-cublas11.txt    |   3 +-
 .../transformers/requirements-cublas12.txt    |   3 +-
 .../transformers/requirements-hipblas.txt     |   4 +-
 .../transformers/requirements-intel.txt       |   3 +-
 backend/python/transformers/test.py           |  36 ++++++
 core/http/app_test.go                         |   2 +-
 pkg/model/initializers.go                     |  28 ++++-
 tests/models_fixtures/grpc.yaml               |   2 +-
 27 files changed, 104 insertions(+), 354 deletions(-)
 delete mode 100644 backend/python/sentencetransformers/Makefile
 delete mode 100644 backend/python/sentencetransformers/README.md
 delete mode 100755 backend/python/sentencetransformers/backend.py
 delete mode 100755 backend/python/sentencetransformers/install.sh
 delete mode 100644 backend/python/sentencetransformers/requirements-cpu.txt
 delete mode 100644 backend/python/sentencetransformers/requirements-cublas11.txt
 delete mode 100644 backend/python/sentencetransformers/requirements-cublas12.txt
 delete mode 100644 backend/python/sentencetransformers/requirements-hipblas.txt
 delete mode 100644 backend/python/sentencetransformers/requirements-intel.txt
 delete mode 100644 backend/python/sentencetransformers/requirements.txt
 delete mode 100755 backend/python/sentencetransformers/run.sh
 delete mode 100644 backend/python/sentencetransformers/test.py
 delete mode 100755 backend/python/sentencetransformers/test.sh

diff --git a/.github/workflows/test-extra.yml b/.github/workflows/test-extra.yml
index eacd3ab0..e99ea516 100644
--- a/.github/workflows/test-extra.yml
+++ b/.github/workflows/test-extra.yml
@@ -35,30 +35,6 @@ jobs:
         run: |
            make --jobs=5 --output-sync=target -C backend/python/transformers
            make --jobs=5 --output-sync=target -C backend/python/transformers test
-
-  tests-sentencetransformers:
-    runs-on: ubuntu-latest
-    steps:
-      - name: Clone
-        uses: actions/checkout@v4
-        with:
-          submodules: true
-      - name: Dependencies
-        run: |
-          sudo apt-get update
-          sudo apt-get install build-essential ffmpeg
-          # Install UV
-          curl -LsSf https://astral.sh/uv/install.sh | sh
-          sudo apt-get install -y ca-certificates cmake curl patch python3-pip
-          sudo apt-get install -y libopencv-dev
-          pip install --user --no-cache-dir grpcio-tools==1.64.1
-
-      - name: Test sentencetransformers
-        run: |
-           make --jobs=5 --output-sync=target -C backend/python/sentencetransformers
-           make --jobs=5 --output-sync=target -C backend/python/sentencetransformers test
-
-
   tests-rerankers:
     runs-on: ubuntu-latest
     steps:
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index ecef0569..0ee93afa 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -100,8 +100,7 @@ jobs:
           # The python3-grpc-tools package in 22.04 is too old
           pip install --user grpcio-tools
 
-          sudo rm -rfv /usr/bin/conda || true
-          PATH=$PATH:/opt/conda/bin make -C backend/python/sentencetransformers
+          make -C backend/python/transformers
 
           # Pre-build piper before we start tests in order to have shared libraries in place
           make sources/go-piper && \
diff --git a/Dockerfile b/Dockerfile
index 9fb07516..4ddc921d 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -15,7 +15,7 @@ ARG TARGETARCH
 ARG TARGETVARIANT
 
 ENV DEBIAN_FRONTEND=noninteractive
-ENV EXTERNAL_GRPC_BACKENDS="coqui:/build/backend/python/coqui/run.sh,huggingface-embeddings:/build/backend/python/sentencetransformers/run.sh,transformers:/build/backend/python/transformers/run.sh,sentencetransformers:/build/backend/python/sentencetransformers/run.sh,rerankers:/build/backend/python/rerankers/run.sh,autogptq:/build/backend/python/autogptq/run.sh,bark:/build/backend/python/bark/run.sh,diffusers:/build/backend/python/diffusers/run.sh,openvoice:/build/backend/python/openvoice/run.sh,kokoro:/build/backend/python/kokoro/run.sh,vllm:/build/backend/python/vllm/run.sh,mamba:/build/backend/python/mamba/run.sh,exllama2:/build/backend/python/exllama2/run.sh,parler-tts:/build/backend/python/parler-tts/run.sh"
+ENV EXTERNAL_GRPC_BACKENDS="coqui:/build/backend/python/coqui/run.sh,transformers:/build/backend/python/transformers/run.sh,rerankers:/build/backend/python/rerankers/run.sh,autogptq:/build/backend/python/autogptq/run.sh,bark:/build/backend/python/bark/run.sh,diffusers:/build/backend/python/diffusers/run.sh,openvoice:/build/backend/python/openvoice/run.sh,kokoro:/build/backend/python/kokoro/run.sh,vllm:/build/backend/python/vllm/run.sh,mamba:/build/backend/python/mamba/run.sh,exllama2:/build/backend/python/exllama2/run.sh,parler-tts:/build/backend/python/parler-tts/run.sh"
 
 
 RUN apt-get update && \
@@ -456,9 +456,6 @@ RUN if [[ ( "${EXTRA_BACKENDS}" =~ "kokoro" || -z "${EXTRA_BACKENDS}" ) && "$IMA
     if [[ ( "${EXTRA_BACKENDS}" =~ "openvoice" || -z "${EXTRA_BACKENDS}" ) && "$IMAGE_TYPE" == "extras" ]]; then \
         make -C backend/python/openvoice \
     ; fi && \
-    if [[ ( "${EXTRA_BACKENDS}" =~ "sentencetransformers" || -z "${EXTRA_BACKENDS}" ) && "$IMAGE_TYPE" == "extras" ]]; then \
-        make -C backend/python/sentencetransformers \
-    ; fi && \
     if [[ ( "${EXTRA_BACKENDS}" =~ "exllama2" || -z "${EXTRA_BACKENDS}" ) && "$IMAGE_TYPE" == "extras" ]]; then \
         make -C backend/python/exllama2 \
     ; fi && \
diff --git a/Makefile b/Makefile
index 1f1ffb3e..faa82d6b 100644
--- a/Makefile
+++ b/Makefile
@@ -497,7 +497,7 @@ test: prepare test-models/testmodel.ggml grpcs
 	@echo 'Running tests'
 	export GO_TAGS="tts stablediffusion debug"
 	$(MAKE) prepare-test
-	HUGGINGFACE_GRPC=$(abspath ./)/backend/python/sentencetransformers/run.sh TEST_DIR=$(abspath ./)/test-dir/ FIXTURES=$(abspath ./)/tests/fixtures CONFIG_FILE=$(abspath ./)/test-models/config.yaml MODELS_PATH=$(abspath ./)/test-models \
+	HUGGINGFACE_GRPC=$(abspath ./)/backend/python/transformers/run.sh TEST_DIR=$(abspath ./)/test-dir/ FIXTURES=$(abspath ./)/tests/fixtures CONFIG_FILE=$(abspath ./)/test-models/config.yaml MODELS_PATH=$(abspath ./)/test-models \
 	$(GOCMD) run github.com/onsi/ginkgo/v2/ginkgo --label-filter="!llama && !llama-gguf"  --flake-attempts $(TEST_FLAKES) --fail-fast -v -r $(TEST_PATHS)
 	$(MAKE) test-llama
 	$(MAKE) test-llama-gguf
@@ -583,10 +583,10 @@ protogen-go-clean:
 	$(RM) bin/*
 
 .PHONY: protogen-python
-protogen-python: autogptq-protogen bark-protogen coqui-protogen diffusers-protogen exllama2-protogen mamba-protogen rerankers-protogen sentencetransformers-protogen transformers-protogen parler-tts-protogen kokoro-protogen vllm-protogen openvoice-protogen
+protogen-python: autogptq-protogen bark-protogen coqui-protogen diffusers-protogen exllama2-protogen mamba-protogen rerankers-protogen transformers-protogen parler-tts-protogen kokoro-protogen vllm-protogen openvoice-protogen
 
 .PHONY: protogen-python-clean
-protogen-python-clean: autogptq-protogen-clean bark-protogen-clean coqui-protogen-clean diffusers-protogen-clean  exllama2-protogen-clean mamba-protogen-clean sentencetransformers-protogen-clean rerankers-protogen-clean transformers-protogen-clean parler-tts-protogen-clean kokoro-protogen-clean vllm-protogen-clean openvoice-protogen-clean
+protogen-python-clean: autogptq-protogen-clean bark-protogen-clean coqui-protogen-clean diffusers-protogen-clean  exllama2-protogen-clean mamba-protogen-clean rerankers-protogen-clean transformers-protogen-clean parler-tts-protogen-clean kokoro-protogen-clean vllm-protogen-clean openvoice-protogen-clean
 
 .PHONY: autogptq-protogen
 autogptq-protogen:
@@ -644,14 +644,6 @@ rerankers-protogen:
 rerankers-protogen-clean:
 	$(MAKE) -C backend/python/rerankers protogen-clean
 
-.PHONY: sentencetransformers-protogen
-sentencetransformers-protogen:
-	$(MAKE) -C backend/python/sentencetransformers protogen
-
-.PHONY: sentencetransformers-protogen-clean
-sentencetransformers-protogen-clean:
-	$(MAKE) -C backend/python/sentencetransformers protogen-clean
-
 .PHONY: transformers-protogen
 transformers-protogen:
 	$(MAKE) -C backend/python/transformers protogen
@@ -701,7 +693,6 @@ prepare-extra-conda-environments: protogen-python
 	$(MAKE) -C backend/python/diffusers
 	$(MAKE) -C backend/python/vllm
 	$(MAKE) -C backend/python/mamba
-	$(MAKE) -C backend/python/sentencetransformers
 	$(MAKE) -C backend/python/rerankers
 	$(MAKE) -C backend/python/transformers
 	$(MAKE) -C backend/python/parler-tts
diff --git a/backend/python/sentencetransformers/Makefile b/backend/python/sentencetransformers/Makefile
deleted file mode 100644
index 8b18e943..00000000
--- a/backend/python/sentencetransformers/Makefile
+++ /dev/null
@@ -1,31 +0,0 @@
-.PHONY: sentencetransformers
-sentencetransformers: protogen
-	bash ./install.sh
-
-
-.PHONY: run
-run: protogen
-	@echo "Running sentencetransformers..."
-	bash run.sh
-	@echo "sentencetransformers run."
-
-# It is not working well by using command line. It only6 works with IDE like VSCode.
-.PHONY: test
-test: protogen
-	@echo "Testing sentencetransformers..."
-	bash test.sh
-	@echo "sentencetransformers tested."
-
-.PHONY: protogen
-protogen: backend_pb2_grpc.py backend_pb2.py
-
-.PHONY: protogen-clean
-protogen-clean:
-	$(RM) backend_pb2_grpc.py backend_pb2.py
-
-backend_pb2_grpc.py backend_pb2.py:
-	python3 -m grpc_tools.protoc -I../.. --python_out=. --grpc_python_out=. backend.proto
-
-.PHONY: clean
-clean: protogen-clean
-	rm -rf venv __pycache__
\ No newline at end of file
diff --git a/backend/python/sentencetransformers/README.md b/backend/python/sentencetransformers/README.md
deleted file mode 100644
index 829cf0d1..00000000
--- a/backend/python/sentencetransformers/README.md
+++ /dev/null
@@ -1,5 +0,0 @@
-# Creating a separate environment for the sentencetransformers project
-
-```
-make sentencetransformers
-```
\ No newline at end of file
diff --git a/backend/python/sentencetransformers/backend.py b/backend/python/sentencetransformers/backend.py
deleted file mode 100755
index 2a20bf60..00000000
--- a/backend/python/sentencetransformers/backend.py
+++ /dev/null
@@ -1,114 +0,0 @@
-#!/usr/bin/env python3
-"""
-Extra gRPC server for HuggingFace SentenceTransformer models.
-"""
-from concurrent import futures
-
-import argparse
-import signal
-import sys
-import os
-
-import time
-import backend_pb2
-import backend_pb2_grpc
-
-import grpc
-
-from sentence_transformers import SentenceTransformer
-
-_ONE_DAY_IN_SECONDS = 60 * 60 * 24
-
-# If MAX_WORKERS are specified in the environment use it, otherwise default to 1
-MAX_WORKERS = int(os.environ.get('PYTHON_GRPC_MAX_WORKERS', '1'))
-
-# Implement the BackendServicer class with the service methods
-class BackendServicer(backend_pb2_grpc.BackendServicer):
-    """
-    A gRPC servicer for the backend service.
-
-    This class implements the gRPC methods for the backend service, including Health, LoadModel, and Embedding.
-    """
-    def Health(self, request, context):
-        """
-        A gRPC method that returns the health status of the backend service.
-
-        Args:
-            request: A HealthRequest object that contains the request parameters.
-            context: A grpc.ServicerContext object that provides information about the RPC.
-
-        Returns:
-            A Reply object that contains the health status of the backend service.
-        """
-        return backend_pb2.Reply(message=bytes("OK", 'utf-8'))
-
-    def LoadModel(self, request, context):
-        """
-        A gRPC method that loads a model into memory.
-
-        Args:
-            request: A LoadModelRequest object that contains the request parameters.
-            context: A grpc.ServicerContext object that provides information about the RPC.
-
-        Returns:
-            A Result object that contains the result of the LoadModel operation.
-        """
-        model_name = request.Model
-        try:
-            self.model = SentenceTransformer(model_name, trust_remote_code=request.TrustRemoteCode)
-        except Exception as err:
-            return backend_pb2.Result(success=False, message=f"Unexpected {err=}, {type(err)=}")
-
-        # Implement your logic here for the LoadModel service
-        # Replace this with your desired response
-        return backend_pb2.Result(message="Model loaded successfully", success=True)
-
-    def Embedding(self, request, context):
-        """
-        A gRPC method that calculates embeddings for a given sentence.
-
-        Args:
-            request: An EmbeddingRequest object that contains the request parameters.
-            context: A grpc.ServicerContext object that provides information about the RPC.
-
-        Returns:
-            An EmbeddingResult object that contains the calculated embeddings.
-        """
-        # Implement your logic here for the Embedding service
-        # Replace this with your desired response
-        print("Calculated embeddings for: " + request.Embeddings, file=sys.stderr)
-        sentence_embeddings = self.model.encode(request.Embeddings)
-        return backend_pb2.EmbeddingResult(embeddings=sentence_embeddings)
-
-
-def serve(address):
-    server = grpc.server(futures.ThreadPoolExecutor(max_workers=MAX_WORKERS))
-    backend_pb2_grpc.add_BackendServicer_to_server(BackendServicer(), server)
-    server.add_insecure_port(address)
-    server.start()
-    print("Server started. Listening on: " + address, file=sys.stderr)
-
-    # Define the signal handler function
-    def signal_handler(sig, frame):
-        print("Received termination signal. Shutting down...")
-        server.stop(0)
-        sys.exit(0)
-
-    # Set the signal handlers for SIGINT and SIGTERM
-    signal.signal(signal.SIGINT, signal_handler)
-    signal.signal(signal.SIGTERM, signal_handler)
-
-    try:
-        while True:
-            time.sleep(_ONE_DAY_IN_SECONDS)
-    except KeyboardInterrupt:
-        server.stop(0)
-
-if __name__ == "__main__":
-    parser = argparse.ArgumentParser(description="Run the gRPC server.")
-    parser.add_argument(
-        "--addr", default="localhost:50051", help="The address to bind the server to."
-    )
-    args = parser.parse_args()
-
-    serve(args.addr)
diff --git a/backend/python/sentencetransformers/install.sh b/backend/python/sentencetransformers/install.sh
deleted file mode 100755
index 36443ef1..00000000
--- a/backend/python/sentencetransformers/install.sh
+++ /dev/null
@@ -1,14 +0,0 @@
-#!/bin/bash
-set -e
-
-source $(dirname $0)/../common/libbackend.sh
-
-# This is here because the Intel pip index is broken and returns 200 status codes for every package name, it just doesn't return any package links.
-# This makes uv think that the package exists in the Intel pip index, and by default it stops looking at other pip indexes once it finds a match.
-# We need uv to continue falling through to the pypi default index to find optimum[openvino] in the pypi index
-# the --upgrade actually allows us to *downgrade* torch to the version provided in the Intel pip index
-if [ "x${BUILD_PROFILE}" == "xintel" ]; then
-    EXTRA_PIP_INSTALL_FLAGS+=" --upgrade --index-strategy=unsafe-first-match"
-fi
-
-installRequirements
diff --git a/backend/python/sentencetransformers/requirements-cpu.txt b/backend/python/sentencetransformers/requirements-cpu.txt
deleted file mode 100644
index 1e23f68c..00000000
--- a/backend/python/sentencetransformers/requirements-cpu.txt
+++ /dev/null
@@ -1,6 +0,0 @@
-torch==2.4.1
-accelerate
-transformers
-bitsandbytes
-sentence-transformers==3.3.1
-transformers
\ No newline at end of file
diff --git a/backend/python/sentencetransformers/requirements-cublas11.txt b/backend/python/sentencetransformers/requirements-cublas11.txt
deleted file mode 100644
index 3900aba9..00000000
--- a/backend/python/sentencetransformers/requirements-cublas11.txt
+++ /dev/null
@@ -1,5 +0,0 @@
---extra-index-url https://download.pytorch.org/whl/cu118
-torch==2.4.1+cu118
-accelerate
-sentence-transformers==3.3.1
-transformers
\ No newline at end of file
diff --git a/backend/python/sentencetransformers/requirements-cublas12.txt b/backend/python/sentencetransformers/requirements-cublas12.txt
deleted file mode 100644
index 2afd0520..00000000
--- a/backend/python/sentencetransformers/requirements-cublas12.txt
+++ /dev/null
@@ -1,4 +0,0 @@
-torch==2.4.1
-accelerate
-sentence-transformers==3.3.1
-transformers
\ No newline at end of file
diff --git a/backend/python/sentencetransformers/requirements-hipblas.txt b/backend/python/sentencetransformers/requirements-hipblas.txt
deleted file mode 100644
index b472d371..00000000
--- a/backend/python/sentencetransformers/requirements-hipblas.txt
+++ /dev/null
@@ -1,5 +0,0 @@
---extra-index-url https://download.pytorch.org/whl/rocm6.0
-torch==2.4.1+rocm6.0
-accelerate
-sentence-transformers==3.3.1
-transformers
\ No newline at end of file
diff --git a/backend/python/sentencetransformers/requirements-intel.txt b/backend/python/sentencetransformers/requirements-intel.txt
deleted file mode 100644
index e9b72aab..00000000
--- a/backend/python/sentencetransformers/requirements-intel.txt
+++ /dev/null
@@ -1,9 +0,0 @@
---extra-index-url https://pytorch-extension.intel.com/release-whl/stable/xpu/us/
-intel-extension-for-pytorch==2.3.110+xpu
-torch==2.3.1+cxx11.abi
-oneccl_bind_pt==2.3.100+xpu
-optimum[openvino]
-setuptools
-accelerate
-sentence-transformers==3.3.1
-transformers
\ No newline at end of file
diff --git a/backend/python/sentencetransformers/requirements.txt b/backend/python/sentencetransformers/requirements.txt
deleted file mode 100644
index 6e03c63f..00000000
--- a/backend/python/sentencetransformers/requirements.txt
+++ /dev/null
@@ -1,5 +0,0 @@
-grpcio==1.69.0
-protobuf
-certifi
-datasets
-einops
\ No newline at end of file
diff --git a/backend/python/sentencetransformers/run.sh b/backend/python/sentencetransformers/run.sh
deleted file mode 100755
index 375c07e5..00000000
--- a/backend/python/sentencetransformers/run.sh
+++ /dev/null
@@ -1,4 +0,0 @@
-#!/bin/bash
-source $(dirname $0)/../common/libbackend.sh
-
-startBackend $@
\ No newline at end of file
diff --git a/backend/python/sentencetransformers/test.py b/backend/python/sentencetransformers/test.py
deleted file mode 100644
index 9df52b14..00000000
--- a/backend/python/sentencetransformers/test.py
+++ /dev/null
@@ -1,81 +0,0 @@
-"""
-A test script to test the gRPC service
-"""
-import unittest
-import subprocess
-import time
-import backend_pb2
-import backend_pb2_grpc
-
-import grpc
-
-
-class TestBackendServicer(unittest.TestCase):
-    """
-    TestBackendServicer is the class that tests the gRPC service
-    """
-    def setUp(self):
-        """
-        This method sets up the gRPC service by starting the server
-        """
-        self.service = subprocess.Popen(["python3", "backend.py", "--addr", "localhost:50051"])
-        time.sleep(10)
-
-    def tearDown(self) -> None:
-        """
-        This method tears down the gRPC service by terminating the server
-        """
-        self.service.kill()
-        self.service.wait()
-
-    def test_server_startup(self):
-        """
-        This method tests if the server starts up successfully
-        """
-        try:
-            self.setUp()
-            with grpc.insecure_channel("localhost:50051") as channel:
-                stub = backend_pb2_grpc.BackendStub(channel)
-                response = stub.Health(backend_pb2.HealthMessage())
-                self.assertEqual(response.message, b'OK')
-        except Exception as err:
-            print(err)
-            self.fail("Server failed to start")
-        finally:
-            self.tearDown()
-
-    def test_load_model(self):
-        """
-        This method tests if the model is loaded successfully
-        """
-        try:
-            self.setUp()
-            with grpc.insecure_channel("localhost:50051") as channel:
-                stub = backend_pb2_grpc.BackendStub(channel)
-                response = stub.LoadModel(backend_pb2.ModelOptions(Model="bert-base-nli-mean-tokens"))
-                self.assertTrue(response.success)
-                self.assertEqual(response.message, "Model loaded successfully")
-        except Exception as err:
-            print(err)
-            self.fail("LoadModel service failed")
-        finally:
-            self.tearDown()
-
-    def test_embedding(self):
-        """
-        This method tests if the embeddings are generated successfully
-        """
-        try:
-            self.setUp()
-            with grpc.insecure_channel("localhost:50051") as channel:
-                stub = backend_pb2_grpc.BackendStub(channel)
-                response = stub.LoadModel(backend_pb2.ModelOptions(Model="bert-base-nli-mean-tokens"))
-                self.assertTrue(response.success)
-                embedding_request = backend_pb2.PredictOptions(Embeddings="This is a test sentence.")
-                embedding_response = stub.Embedding(embedding_request)
-                self.assertIsNotNone(embedding_response.embeddings)
-        except Exception as err:
-            print(err)
-            self.fail("Embedding service failed")
-        finally:
-            self.tearDown()
\ No newline at end of file
diff --git a/backend/python/sentencetransformers/test.sh b/backend/python/sentencetransformers/test.sh
deleted file mode 100755
index 6940b066..00000000
--- a/backend/python/sentencetransformers/test.sh
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/bin/bash
-set -e
-
-source $(dirname $0)/../common/libbackend.sh
-
-runUnittests
diff --git a/backend/python/transformers/backend.py b/backend/python/transformers/backend.py
index 27257934..9b65c6db 100644
--- a/backend/python/transformers/backend.py
+++ b/backend/python/transformers/backend.py
@@ -25,6 +25,8 @@ from transformers import AutoTokenizer, AutoModel, set_seed, TextIteratorStreame
 from transformers import AutoProcessor, MusicgenForConditionalGeneration
 from scipy.io import wavfile
 import outetts
+from sentence_transformers import SentenceTransformer
+
 
 _ONE_DAY_IN_SECONDS = 60 * 60 * 24
 
@@ -88,10 +90,12 @@ class BackendServicer(backend_pb2_grpc.BackendServicer):
         self.CUDA = torch.cuda.is_available()
         self.OV=False
         self.OuteTTS=False
+        self.SentenceTransformer = False
 
         device_map="cpu"
 
         quantization = None
+        autoTokenizer = True
 
         if self.CUDA:
             from transformers import BitsAndBytesConfig, AutoModelForCausalLM
@@ -195,9 +199,11 @@ class BackendServicer(backend_pb2_grpc.BackendServicer):
                                                                 device=device_map)
                 self.OV = True
             elif request.Type == "MusicgenForConditionalGeneration":
+                autoTokenizer = False
                 self.processor = AutoProcessor.from_pretrained(model_name)
                 self.model = MusicgenForConditionalGeneration.from_pretrained(model_name)
             elif request.Type == "OuteTTS":
+                autoTokenizer = False
                 options = request.Options
                 MODELNAME = "OuteAI/OuteTTS-0.3-1B"
                 TOKENIZER = "OuteAI/OuteTTS-0.3-1B"
@@ -235,6 +241,10 @@ class BackendServicer(backend_pb2_grpc.BackendServicer):
                     self.speaker = self.interface.create_speaker(audio_path=self.AudioPath)
                 else:
                     self.speaker = self.interface.load_default_speaker(name=SPEAKER)               
+            elif request.Type == "SentenceTransformer":
+                autoTokenizer = False
+                self.model = SentenceTransformer(model_name, trust_remote_code=request.TrustRemoteCode)
+                self.SentenceTransformer = True
             else:
                 print("Automodel", file=sys.stderr)
                 self.model = AutoModel.from_pretrained(model_name, 
@@ -250,7 +260,7 @@ class BackendServicer(backend_pb2_grpc.BackendServicer):
             else:
                 self.max_tokens = 512
  
-            if request.Type != "MusicgenForConditionalGeneration":
+            if autoTokenizer:
                 self.tokenizer = AutoTokenizer.from_pretrained(model_name, use_safetensors=True)
                 self.XPU = False
 
@@ -286,18 +296,26 @@ class BackendServicer(backend_pb2_grpc.BackendServicer):
         max_length = 512
         if request.Tokens != 0:
             max_length = request.Tokens
-        encoded_input = self.tokenizer(request.Embeddings, padding=True, truncation=True, max_length=max_length, return_tensors="pt")    
 
-        # Create word embeddings
-        if self.CUDA:
-            encoded_input = encoded_input.to("cuda")
+        embeds = None
 
-        with torch.no_grad():    
-            model_output = self.model(**encoded_input)
+        if self.SentenceTransformer:
+            print("Calculated embeddings for: " + request.Embeddings, file=sys.stderr)
+            embeds = self.model.encode(request.Embeddings)
+        else:
+            encoded_input = self.tokenizer(request.Embeddings, padding=True, truncation=True, max_length=max_length, return_tensors="pt")    
 
-        # Pool to get sentence embeddings; i.e. generate one 1024 vector for the entire sentence
-        sentence_embeddings = mean_pooling(model_output, encoded_input['attention_mask'])
-        return backend_pb2.EmbeddingResult(embeddings=sentence_embeddings[0])
+            # Create word embeddings
+            if self.CUDA:
+                encoded_input = encoded_input.to("cuda")
+
+            with torch.no_grad():    
+                model_output = self.model(**encoded_input)
+
+            # Pool to get sentence embeddings; i.e. generate one 1024 vector for the entire sentence
+            sentence_embeddings = mean_pooling(model_output, encoded_input['attention_mask'])
+            embeds = sentence_embeddings[0]
+        return backend_pb2.EmbeddingResult(embeddings=embeds)
 
     async def _predict(self, request, context, streaming=False): 
         set_seed(request.Seed)
diff --git a/backend/python/transformers/requirements-cpu.txt b/backend/python/transformers/requirements-cpu.txt
index 56b77325..421c4b80 100644
--- a/backend/python/transformers/requirements-cpu.txt
+++ b/backend/python/transformers/requirements-cpu.txt
@@ -3,4 +3,5 @@ llvmlite==0.43.0
 accelerate
 transformers
 bitsandbytes
-outetts
\ No newline at end of file
+outetts
+sentence-transformers==3.3.1
diff --git a/backend/python/transformers/requirements-cublas11.txt b/backend/python/transformers/requirements-cublas11.txt
index 924b0086..c5d18d09 100644
--- a/backend/python/transformers/requirements-cublas11.txt
+++ b/backend/python/transformers/requirements-cublas11.txt
@@ -4,4 +4,5 @@ llvmlite==0.43.0
 accelerate
 transformers
 bitsandbytes
-outetts
\ No newline at end of file
+outetts
+sentence-transformers==3.3.1
diff --git a/backend/python/transformers/requirements-cublas12.txt b/backend/python/transformers/requirements-cublas12.txt
index 0feb3d81..c0bcfc87 100644
--- a/backend/python/transformers/requirements-cublas12.txt
+++ b/backend/python/transformers/requirements-cublas12.txt
@@ -3,4 +3,5 @@ accelerate
 llvmlite==0.43.0
 transformers
 bitsandbytes
-outetts
\ No newline at end of file
+outetts
+sentence-transformers==3.3.1
diff --git a/backend/python/transformers/requirements-hipblas.txt b/backend/python/transformers/requirements-hipblas.txt
index fa65fb8e..e7f53860 100644
--- a/backend/python/transformers/requirements-hipblas.txt
+++ b/backend/python/transformers/requirements-hipblas.txt
@@ -4,4 +4,6 @@ accelerate
 transformers
 llvmlite==0.43.0
 bitsandbytes
-outetts
\ No newline at end of file
+outetts
+bitsandbytes
+sentence-transformers==3.3.1
diff --git a/backend/python/transformers/requirements-intel.txt b/backend/python/transformers/requirements-intel.txt
index 4a295599..aada6e00 100644
--- a/backend/python/transformers/requirements-intel.txt
+++ b/backend/python/transformers/requirements-intel.txt
@@ -6,4 +6,5 @@ optimum[openvino]
 llvmlite==0.43.0
 intel-extension-for-transformers
 bitsandbytes
-outetts
\ No newline at end of file
+outetts
+sentence-transformers==3.3.1
diff --git a/backend/python/transformers/test.py b/backend/python/transformers/test.py
index 305b0a93..14efa6a7 100644
--- a/backend/python/transformers/test.py
+++ b/backend/python/transformers/test.py
@@ -133,5 +133,41 @@ class TestBackendServicer(unittest.TestCase):
         except Exception as err:
             print(err)
             self.fail("SoundGeneration service failed")
+        finally:
+            self.tearDown()
+
+    def test_embed_load_model(self):
+        """
+        This method tests if the model is loaded successfully
+        """
+        try:
+            self.setUp()
+            with grpc.insecure_channel("localhost:50051") as channel:
+                stub = backend_pb2_grpc.BackendStub(channel)
+                response = stub.LoadModel(backend_pb2.ModelOptions(Model="bert-base-nli-mean-tokens",Type="SentenceTransformer"))
+                self.assertTrue(response.success)
+                self.assertEqual(response.message, "Model loaded successfully")
+        except Exception as err:
+            print(err)
+            self.fail("LoadModel service failed")
+        finally:
+            self.tearDown()
+
+    def test_sentencetransformers_embedding(self):
+        """
+        This method tests if the embeddings are generated successfully
+        """
+        try:
+            self.setUp()
+            with grpc.insecure_channel("localhost:50051") as channel:
+                stub = backend_pb2_grpc.BackendStub(channel)
+                response = stub.LoadModel(backend_pb2.ModelOptions(Model="bert-base-nli-mean-tokens",Type="SentenceTransformer"))
+                self.assertTrue(response.success)
+                embedding_request = backend_pb2.PredictOptions(Embeddings="This is a test sentence.")
+                embedding_response = stub.Embedding(embedding_request)
+                self.assertIsNotNone(embedding_response.embeddings)
+        except Exception as err:
+            print(err)
+            self.fail("Embedding service failed")
         finally:
             self.tearDown()
\ No newline at end of file
diff --git a/core/http/app_test.go b/core/http/app_test.go
index 6bf1806b..a2e2f758 100644
--- a/core/http/app_test.go
+++ b/core/http/app_test.go
@@ -822,7 +822,7 @@ var _ = Describe("API test", func() {
 
 			application, err := application.New(
 				append(commonOpts,
-					config.WithExternalBackend("huggingface", os.Getenv("HUGGINGFACE_GRPC")),
+					config.WithExternalBackend("transformers", os.Getenv("HUGGINGFACE_GRPC")),
 					config.WithContext(c),
 					config.WithModelPath(modelPath),
 				)...)
diff --git a/pkg/model/initializers.go b/pkg/model/initializers.go
index f4675050..eb3e4fdf 100644
--- a/pkg/model/initializers.go
+++ b/pkg/model/initializers.go
@@ -22,11 +22,19 @@ import (
 )
 
 var Aliases map[string]string = map[string]string{
-	"go-llama":              LLamaCPP,
-	"llama":                 LLamaCPP,
-	"embedded-store":        LocalStoreBackend,
-	"langchain-huggingface": LCHuggingFaceBackend,
-	"transformers-musicgen": TransformersBackend,
+	"go-llama":               LLamaCPP,
+	"llama":                  LLamaCPP,
+	"embedded-store":         LocalStoreBackend,
+	"huggingface-embeddings": TransformersBackend,
+	"langchain-huggingface":  LCHuggingFaceBackend,
+	"transformers-musicgen":  TransformersBackend,
+	"sentencetransformers":   TransformersBackend,
+}
+
+var TypeAlias map[string]string = map[string]string{
+	"sentencetransformers":   "SentenceTransformer",
+	"huggingface-embeddings": "SentenceTransformer",
+	"transformers-musicgen":  "MusicgenForConditionalGeneration",
 }
 
 var AutoDetect = os.Getenv("DISABLE_AUTODETECT") != "true"
@@ -396,6 +404,7 @@ func (ml *ModelLoader) grpcModel(backend string, autodetect bool, o *Options) fu
 		}
 
 		log.Debug().Msgf("Wait for the service to start up")
+		log.Debug().Msgf("Options: %+v", o.gRPCOptions)
 
 		// Wait for the service to start up
 		ready := false
@@ -460,8 +469,15 @@ func (ml *ModelLoader) backendLoader(opts ...Option) (client grpc.Backend, err e
 
 	backend := strings.ToLower(o.backendString)
 	if realBackend, exists := Aliases[backend]; exists {
+		typeAlias, exists := TypeAlias[backend]
+		if exists {
+			log.Debug().Msgf("'%s' is a type alias of '%s' (%s)", backend, realBackend, typeAlias)
+			o.gRPCOptions.Type = typeAlias
+		} else {
+			log.Debug().Msgf("'%s' is an alias of '%s'", backend, realBackend)
+		}
+
 		backend = realBackend
-		log.Debug().Msgf("%s is an alias of %s", backend, realBackend)
 	}
 
 	ml.stopActiveBackends(o.modelID, o.singleActiveBackend)
diff --git a/tests/models_fixtures/grpc.yaml b/tests/models_fixtures/grpc.yaml
index 31c406ab..8c519920 100644
--- a/tests/models_fixtures/grpc.yaml
+++ b/tests/models_fixtures/grpc.yaml
@@ -1,5 +1,5 @@
 name: code-search-ada-code-001
-backend: huggingface
+backend: sentencetransformers
 embeddings: true
 parameters:
   model: all-MiniLM-L6-v2
\ No newline at end of file

From 032a33de49b3dbe2c3acfd684b6855a7ce0e36f7 Mon Sep 17 00:00:00 2001
From: Gianluca Boiano <491117+M0Rf30@users.noreply.github.com>
Date: Sat, 18 Jan 2025 18:35:30 +0100
Subject: [PATCH 051/679] chore: remove deprecated tinydream backend (#4631)

Signed-off-by: Gianluca Boiano <morf3089@gmail.com>
---
 Makefile                                      | 34 +----------------
 backend/go/image/tinydream/main.go            | 21 -----------
 backend/go/image/tinydream/tinydream.go       | 32 ----------------
 core/config/backend_config.go                 |  2 +-
 core/http/endpoints/openai/image.go           |  2 -
 docs/content/docs/getting-started/build.md    |  4 +-
 .../docs/getting-started/container-images.md  |  2 +-
 .../docs/reference/compatibility-table.md     |  2 +-
 gallery/index.yaml                            |  9 -----
 gallery/tinydream.yaml                        | 37 -------------------
 go.mod                                        |  1 -
 go.sum                                        |  2 -
 pkg/model/initializers.go                     |  1 -
 pkg/tinydream/generate.go                     | 36 ------------------
 pkg/tinydream/generate_unsupported.go         | 10 -----
 pkg/tinydream/tinydream.go                    | 20 ----------
 16 files changed, 6 insertions(+), 209 deletions(-)
 delete mode 100644 backend/go/image/tinydream/main.go
 delete mode 100644 backend/go/image/tinydream/tinydream.go
 delete mode 100644 gallery/tinydream.yaml
 delete mode 100644 pkg/tinydream/generate.go
 delete mode 100644 pkg/tinydream/generate_unsupported.go
 delete mode 100644 pkg/tinydream/tinydream.go

diff --git a/Makefile b/Makefile
index faa82d6b..944cad37 100644
--- a/Makefile
+++ b/Makefile
@@ -22,10 +22,6 @@ PIPER_VERSION?=e10ca041a885d4a8f3871d52924b47792d5e5aa0
 STABLEDIFFUSION_REPO?=https://github.com/mudler/go-stable-diffusion
 STABLEDIFFUSION_VERSION?=4a3cd6aeae6f66ee57eae9a0075f8c58c3a6a38f
 
-# tinydream version
-TINYDREAM_REPO?=https://github.com/M0Rf30/go-tiny-dream
-TINYDREAM_VERSION?=c04fa463ace9d9a6464313aa5f9cd0f953b6c057
-
 # bark.cpp
 BARKCPP_REPO?=https://github.com/PABannier/bark.cpp.git
 BARKCPP_VERSION?=v1.0.0
@@ -188,11 +184,6 @@ ifeq ($(findstring stablediffusion,$(GO_TAGS)),stablediffusion)
 	OPTIONAL_GRPC+=backend-assets/grpc/stablediffusion
 endif
 
-ifeq ($(findstring tinydream,$(GO_TAGS)),tinydream)
-#	OPTIONAL_TARGETS+=go-tiny-dream/libtinydream.a
-	OPTIONAL_GRPC+=backend-assets/grpc/tinydream
-endif
-
 ifeq ($(findstring tts,$(GO_TAGS)),tts)
 #	OPTIONAL_TARGETS+=go-piper/libpiper_binding.a
 #	OPTIONAL_TARGETS+=backend-assets/espeak-ng-data
@@ -327,19 +318,6 @@ else
 	mv backend-assets/lib/libonnxruntime.so.$(ONNX_VERSION) backend-assets/lib/libonnxruntime.so.1
 endif
 
-## tiny-dream
-sources/go-tiny-dream:
-	mkdir -p sources/go-tiny-dream
-	cd sources/go-tiny-dream && \
-	git init && \
-	git remote add origin $(TINYDREAM_REPO) && \
-	git fetch origin && \
-	git checkout $(TINYDREAM_VERSION) && \
-	git submodule update --init --recursive --depth 1 --single-branch
-
-sources/go-tiny-dream/libtinydream.a: sources/go-tiny-dream
-	$(MAKE) -C sources/go-tiny-dream libtinydream.a
-
 ## whisper
 sources/whisper.cpp:
 	mkdir -p sources/whisper.cpp
@@ -353,12 +331,11 @@ sources/whisper.cpp:
 sources/whisper.cpp/libwhisper.a: sources/whisper.cpp
 	cd sources/whisper.cpp && $(MAKE) libwhisper.a libggml.a
 
-get-sources: sources/go-llama.cpp sources/go-piper sources/stablediffusion-ggml.cpp sources/bark.cpp sources/whisper.cpp sources/go-stable-diffusion sources/go-tiny-dream backend/cpp/llama/llama.cpp
+get-sources: sources/go-llama.cpp sources/go-piper sources/stablediffusion-ggml.cpp sources/bark.cpp sources/whisper.cpp sources/go-stable-diffusion backend/cpp/llama/llama.cpp
 
 replace:
 	$(GOCMD) mod edit -replace github.com/ggerganov/whisper.cpp=$(CURDIR)/sources/whisper.cpp
 	$(GOCMD) mod edit -replace github.com/ggerganov/whisper.cpp/bindings/go=$(CURDIR)/sources/whisper.cpp/bindings/go
-	$(GOCMD) mod edit -replace github.com/M0Rf30/go-tiny-dream=$(CURDIR)/sources/go-tiny-dream
 	$(GOCMD) mod edit -replace github.com/mudler/go-piper=$(CURDIR)/sources/go-piper
 	$(GOCMD) mod edit -replace github.com/mudler/go-stable-diffusion=$(CURDIR)/sources/go-stable-diffusion
 	$(GOCMD) mod edit -replace github.com/go-skynet/go-llama.cpp=$(CURDIR)/sources/go-llama.cpp
@@ -366,7 +343,6 @@ replace:
 dropreplace:
 	$(GOCMD) mod edit -dropreplace github.com/ggerganov/whisper.cpp
 	$(GOCMD) mod edit -dropreplace github.com/ggerganov/whisper.cpp/bindings/go
-	$(GOCMD) mod edit -dropreplace github.com/M0Rf30/go-tiny-dream
 	$(GOCMD) mod edit -dropreplace github.com/mudler/go-piper
 	$(GOCMD) mod edit -dropreplace github.com/mudler/go-stable-diffusion
 	$(GOCMD) mod edit -dropreplace github.com/go-skynet/go-llama.cpp
@@ -381,7 +357,6 @@ rebuild: ## Rebuilds the project
 	$(MAKE) -C sources/whisper.cpp clean
 	$(MAKE) -C sources/go-stable-diffusion clean
 	$(MAKE) -C sources/go-piper clean
-	$(MAKE) -C sources/go-tiny-dream clean
 	$(MAKE) build
 
 prepare: prepare-sources $(OPTIONAL_TARGETS)
@@ -855,13 +830,6 @@ ifneq ($(UPX),)
 	$(UPX) backend-assets/grpc/silero-vad
 endif
 
-backend-assets/grpc/tinydream: sources/go-tiny-dream sources/go-tiny-dream/libtinydream.a backend-assets/grpc
-	CGO_LDFLAGS="$(CGO_LDFLAGS)" LIBRARY_PATH=$(CURDIR)/go-tiny-dream \
-	$(GOCMD) build -ldflags "$(LD_FLAGS)" -tags "$(GO_TAGS)" -o backend-assets/grpc/tinydream ./backend/go/image/tinydream
-ifneq ($(UPX),)
-	$(UPX) backend-assets/grpc/tinydream
-endif
-
 backend-assets/grpc/whisper: sources/whisper.cpp sources/whisper.cpp/libwhisper.a backend-assets/grpc
 	CGO_LDFLAGS="$(CGO_LDFLAGS) $(CGO_LDFLAGS_WHISPER)" C_INCLUDE_PATH="$(CURDIR)/sources/whisper.cpp/include:$(CURDIR)/sources/whisper.cpp/ggml/include" LIBRARY_PATH=$(CURDIR)/sources/whisper.cpp \
 	$(GOCMD) build -ldflags "$(LD_FLAGS)" -tags "$(GO_TAGS)" -o backend-assets/grpc/whisper ./backend/go/transcribe/whisper
diff --git a/backend/go/image/tinydream/main.go b/backend/go/image/tinydream/main.go
deleted file mode 100644
index ae259fa7..00000000
--- a/backend/go/image/tinydream/main.go
+++ /dev/null
@@ -1,21 +0,0 @@
-package main
-
-// Note: this is started internally by LocalAI and a server is allocated for each model
-
-import (
-	"flag"
-
-	grpc "github.com/mudler/LocalAI/pkg/grpc"
-)
-
-var (
-	addr = flag.String("addr", "localhost:50051", "the address to connect to")
-)
-
-func main() {
-	flag.Parse()
-
-	if err := grpc.StartServer(*addr, &Image{}); err != nil {
-		panic(err)
-	}
-}
diff --git a/backend/go/image/tinydream/tinydream.go b/backend/go/image/tinydream/tinydream.go
deleted file mode 100644
index ad364c47..00000000
--- a/backend/go/image/tinydream/tinydream.go
+++ /dev/null
@@ -1,32 +0,0 @@
-package main
-
-// This is a wrapper to statisfy the GRPC service interface
-// It is meant to be used by the main executable that is the server for the specific backend type (falcon, gpt3, etc)
-import (
-	"github.com/mudler/LocalAI/pkg/grpc/base"
-	pb "github.com/mudler/LocalAI/pkg/grpc/proto"
-	"github.com/mudler/LocalAI/pkg/tinydream"
-)
-
-type Image struct {
-	base.SingleThread
-	tinydream *tinydream.TinyDream
-}
-
-func (image *Image) Load(opts *pb.ModelOptions) error {
-	var err error
-	// Note: the Model here is a path to a directory containing the model files
-	image.tinydream, err = tinydream.New(opts.ModelFile)
-	return err
-}
-
-func (image *Image) GenerateImage(opts *pb.GenerateImageRequest) error {
-	return image.tinydream.GenerateImage(
-		int(opts.Height),
-		int(opts.Width),
-		int(opts.Step),
-		int(opts.Seed),
-		opts.PositivePrompt,
-		opts.NegativePrompt,
-		opts.Dst)
-}
diff --git a/core/config/backend_config.go b/core/config/backend_config.go
index bb2fa643..a488f2a0 100644
--- a/core/config/backend_config.go
+++ b/core/config/backend_config.go
@@ -515,7 +515,7 @@ func (c *BackendConfig) GuessUsecases(u BackendConfigUsecases) bool {
 		}
 	}
 	if (u & FLAG_IMAGE) == FLAG_IMAGE {
-		imageBackends := []string{"diffusers", "tinydream", "stablediffusion"}
+		imageBackends := []string{"diffusers", "stablediffusion"}
 		if !slices.Contains(imageBackends, c.Backend) {
 			return false
 		}
diff --git a/core/http/endpoints/openai/image.go b/core/http/endpoints/openai/image.go
index 3fdb64d4..baaecd4e 100644
--- a/core/http/endpoints/openai/image.go
+++ b/core/http/endpoints/openai/image.go
@@ -130,8 +130,6 @@ func ImageEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, appCon
 		switch config.Backend {
 		case "stablediffusion":
 			config.Backend = model.StableDiffusionBackend
-		case "tinydream":
-			config.Backend = model.TinyDreamBackend
 		case "":
 			config.Backend = model.StableDiffusionBackend
 		}
diff --git a/docs/content/docs/getting-started/build.md b/docs/content/docs/getting-started/build.md
index f21a5b48..9fff1989 100644
--- a/docs/content/docs/getting-started/build.md
+++ b/docs/content/docs/getting-started/build.md
@@ -88,7 +88,7 @@ Here is the list of the variables available that can be used to customize the bu
 | Variable | Default | Description |
 | ---------------------| ------- | ----------- |
 | `BUILD_TYPE`         |   None      | Build type. Available: `cublas`, `openblas`, `clblas`, `metal`,`hipblas`, `sycl_f16`, `sycl_f32` |
-| `GO_TAGS`            |   `tts stablediffusion`      | Go tags. Available: `stablediffusion`, `tts`, `tinydream` |
+| `GO_TAGS`            |   `tts stablediffusion`      | Go tags. Available: `stablediffusion`, `tts` |
 | `CLBLAST_DIR`        |         | Specify a CLBlast directory |
 | `CUDA_LIBPATH`       |         | Specify a CUDA library path |
 | `BUILD_API_ONLY` | false | Set to true to build only the API (no backends will be built) |
@@ -202,7 +202,7 @@ make build
 
 **Requirements**: OpenCV, Gomp
 
-Image generation requires `GO_TAGS=stablediffusion` or `GO_TAGS=tinydream` to be set during build:
+Image generation requires `GO_TAGS=stablediffusion` to be set during build:
 
 ```
 make GO_TAGS=stablediffusion build
diff --git a/docs/content/docs/getting-started/container-images.md b/docs/content/docs/getting-started/container-images.md
index 967fc28b..64f6dbc9 100644
--- a/docs/content/docs/getting-started/container-images.md
+++ b/docs/content/docs/getting-started/container-images.md
@@ -16,7 +16,7 @@ For GPU Acceleration support for Nvidia video graphic cards, use the Nvidia/CUDA
 
 **Available Images Types**:
 
-- Images ending with `-core` are smaller images without predownload python dependencies. Use these images if you plan to use `llama.cpp`, `stablediffusion-ncn`, `tinydream` or `rwkv` backends - if you are not sure which one to use, do **not** use these images.
+- Images ending with `-core` are smaller images without predownload python dependencies. Use these images if you plan to use `llama.cpp`, `stablediffusion-ncn` or `rwkv` backends - if you are not sure which one to use, do **not** use these images.
 - Images containing the `aio` tag are all-in-one images with all the features enabled, and come with an opinionated set of configuration.
 - FFMpeg is **not** included in the default images due to [its licensing](https://www.ffmpeg.org/legal.html). If you need FFMpeg, use the images ending with `-ffmpeg`. Note that `ffmpeg` is needed in case of using `audio-to-text` LocalAI's features.
 - If using old and outdated CPUs and no GPUs you might need to set `REBUILD` to `true` as environment variable along with options to disable the flags which your CPU does not support, however note that inference will perform poorly and slow. See also [flagset compatibility]({{%relref "docs/getting-started/build#cpu-flagset-compatibility" %}}).
diff --git a/docs/content/docs/reference/compatibility-table.md b/docs/content/docs/reference/compatibility-table.md
index 7056f4a5..d2f4d8ac 100644
--- a/docs/content/docs/reference/compatibility-table.md
+++ b/docs/content/docs/reference/compatibility-table.md
@@ -32,7 +32,7 @@ LocalAI will attempt to automatically load models which are not explicitly confi
 | `mamba` | Mamba models architecture | yes                      | GPT             | no | no                  | CPU/CUDA |
 | `exllama2`  | GPTQ                   | yes                       | GPT only                  | no                               | no                   | N/A |
 | `transformers-musicgen`  |                    | no                       | Audio generation                | no                               | no                   | N/A |
-| [tinydream](https://github.com/symisc/tiny-dream#tiny-dreaman-embedded-header-only-stable-diffusion-inference-c-librarypixlabiotiny-dream)         | stablediffusion               | no                       | Image                 | no                                | no                   | N/A |
+| stablediffusion               | no                       | Image                 | no                                | no                   | N/A |
 | `coqui` | Coqui    | no                       | Audio generation and Voice cloning    | no                               | no                   | CPU/CUDA |
 | `openvoice` | Open voice    | no                       | Audio generation and Voice cloning    | no                               | no                   | CPU/CUDA |
 | `parler-tts` | Open voice    | no                       | Audio generation and Voice cloning    | no                               | no                   | CPU/CUDA |
diff --git a/gallery/index.yaml b/gallery/index.yaml
index 349cd419..35fac331 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -11187,15 +11187,6 @@
   description: |
     Stable Diffusion in NCNN with c++, supported txt2img and img2img
   name: stablediffusion-cpp
-## Tiny Dream
-- url: github:mudler/LocalAI/gallery/tinydream.yaml@master
-  name: tinydream
-  license: "BSD-3"
-  urls:
-    - https://github.com/symisc/tiny-dream
-    - https://github.com/symisc/tiny-dream/blob/main/LICENSE
-  description: |
-    An embedded, Header Only, Stable Diffusion C++ implementation
 - &piper
   ## Piper TTS
   url: github:mudler/LocalAI/gallery/piper.yaml@master
diff --git a/gallery/tinydream.yaml b/gallery/tinydream.yaml
deleted file mode 100644
index e4a79ad7..00000000
--- a/gallery/tinydream.yaml
+++ /dev/null
@@ -1,37 +0,0 @@
----
-name: "tinydream"
-
-config_file: |
-  name: tinydream
-  backend: tinydream
-  parameters:
-    model: tinydream_assets
-
-files:
-  - filename: "tinydream_assets/AutoencoderKL-fp16.bin"
-    sha256: "f02e71f80e70252734724bbfaed5c4ddd3a8ed7e61bb2175ff5f53099f0e35dd"
-    uri: "https://github.com/M0Rf30/tiny-dream-bins/releases/download/1.0/AutoencoderKL-fp16.bin"
-  - filename: "tinydream_assets/AutoencoderKL-fp16.param"
-    sha256: "0254a056dce61b0c27dc9ec1b78b53bcf55315c540f55f051eb841aa992701ba"
-    uri: "https://github.com/M0Rf30/tiny-dream-bins/releases/download/1.0/AutoencoderKL-fp16.param"
-  - filename: "tinydream_assets/FrozenCLIPEmbedder-fp16.bin"
-    sha256: "1c9a12f4e1dd1b295a388045f7f28a2352a4d70c3dc96a542189a3dd7051fdd6"
-    uri: "https://github.com/M0Rf30/tiny-dream-bins/releases/download/1.0/FrozenCLIPEmbedder-fp16.bin"
-  - filename: "tinydream_assets/FrozenCLIPEmbedder-fp16.param"
-    sha256: "471afbe678dd1fd3fe764ef9c6eccaccb0a7d7e601f27b462aa926b20eb368c9"
-    uri: "https://github.com/M0Rf30/tiny-dream-bins/releases/download/1.0/FrozenCLIPEmbedder-fp16.param"
-  - filename: "tinydream_assets/RealESRGAN_x4plus_anime.bin"
-    sha256: "fe01c269cfd10cdef8e018ab66ebe750cf79c7af4d1f9c16c737e1295229bacc"
-    uri: "https://github.com/M0Rf30/tiny-dream-bins/releases/download/1.0/RealESRGAN_x4plus_anime.bin"
-  - filename: "tinydream_assets/RealESRGAN_x4plus_anime.param"
-    sha256: "2b8fb6e0ae4d2d85704ca08c119a2f5ea40add4f2ecd512eb7f4cd44b6127ed4"
-    uri: "https://github.com/M0Rf30/tiny-dream-bins/releases/download/1.0/RealESRGAN_x4plus_anime.param"
-  - filename: "tinydream_assets/UNetModel-fp16.bin"
-    sha256: "d618918d011bfc1f644c0f2a33bf84931bd53b28a98492b0a8ed6f3a818852c3"
-    uri: "https://github.com/M0Rf30/tiny-dream-bins/releases/download/1.0/UNetModel-fp16.bin"
-  - filename: "tinydream_assets/UNetModel-fp16.param"
-    sha256: "696f6975de49f4325b53ce32aff81861a6d6c07cd9ce3f0aae2cc405350af38d"
-    uri: "https://github.com/M0Rf30/tiny-dream-bins/releases/download/1.0/UNetModel-fp16.param"
-  - filename: "tinydream_assets/vocab.txt"
-    sha256: "e30e57b6f1e47616982ef898d8922be24e535b4fa3d0110477b3a6f02ebbae7d"
-    uri: "https://github.com/M0Rf30/tiny-dream-bins/releases/download/1.0/vocab.txt"
diff --git a/go.mod b/go.mod
index 8aecf14d..adfa7357 100644
--- a/go.mod
+++ b/go.mod
@@ -6,7 +6,6 @@ toolchain go1.23.1
 
 require (
 	dario.cat/mergo v1.0.1
-	github.com/M0Rf30/go-tiny-dream v0.0.0-20240425104733-c04fa463ace9
 	github.com/Masterminds/sprig/v3 v3.3.0
 	github.com/alecthomas/kong v0.9.0
 	github.com/census-instrumentation/opencensus-proto v0.4.1
diff --git a/go.sum b/go.sum
index a1a487b2..4a744ed8 100644
--- a/go.sum
+++ b/go.sum
@@ -27,8 +27,6 @@ github.com/BurntSushi/toml v0.3.1/go.mod h1:xHWCNGjB5oqiDr8zfno3MHue2Ht5sIBksp03
 github.com/BurntSushi/toml v1.2.1/go.mod h1:CxXYINrC8qIiEnFrOxCa7Jy5BFHlXnUU2pbicEuybxQ=
 github.com/KyleBanks/depth v1.2.1 h1:5h8fQADFrWtarTdtDudMmGsC7GPbOAu6RVB3ffsVFHc=
 github.com/KyleBanks/depth v1.2.1/go.mod h1:jzSb9d0L43HxTQfT+oSA1EEp2q+ne2uh6XgeJcm8brE=
-github.com/M0Rf30/go-tiny-dream v0.0.0-20240425104733-c04fa463ace9 h1:ASsbvw7wQPldWpwKdmYRszJ2A8Cj3oJDr4zO0DiXvN4=
-github.com/M0Rf30/go-tiny-dream v0.0.0-20240425104733-c04fa463ace9/go.mod h1:UOf2Mb/deUri5agct5OJ4SLWjhI+kZKbsUVUeRb24I0=
 github.com/Masterminds/goutils v1.1.1 h1:5nUrii3FMTL5diU80unEVvNevw1nH4+ZV4DSLVJLSYI=
 github.com/Masterminds/goutils v1.1.1/go.mod h1:8cTjp+g8YejhMuvIA5y2vz3BpJxksy863GQaJW2MFNU=
 github.com/Masterminds/semver/v3 v3.3.0 h1:B8LGeaivUe71a5qox1ICM/JLl0NqZSW5CHyL+hmvYS0=
diff --git a/pkg/model/initializers.go b/pkg/model/initializers.go
index eb3e4fdf..756deea7 100644
--- a/pkg/model/initializers.go
+++ b/pkg/model/initializers.go
@@ -56,7 +56,6 @@ const (
 
 	WhisperBackend         = "whisper"
 	StableDiffusionBackend = "stablediffusion"
-	TinyDreamBackend       = "tinydream"
 	PiperBackend           = "piper"
 	LCHuggingFaceBackend   = "huggingface"
 
diff --git a/pkg/tinydream/generate.go b/pkg/tinydream/generate.go
deleted file mode 100644
index cfcd23cc..00000000
--- a/pkg/tinydream/generate.go
+++ /dev/null
@@ -1,36 +0,0 @@
-//go:build tinydream
-// +build tinydream
-
-package tinydream
-
-import (
-	"fmt"
-	"path/filepath"
-
-	tinyDream "github.com/M0Rf30/go-tiny-dream"
-)
-
-func GenerateImage(height, width, step, seed int, positive_prompt, negative_prompt, dst, asset_dir string) error {
-	fmt.Println(dst)
-	if height > 512 || width > 512 {
-		return tinyDream.GenerateImage(
-			1,
-			step,
-			seed,
-			positive_prompt,
-			negative_prompt,
-			filepath.Dir(dst),
-			asset_dir,
-		)
-	}
-
-	return tinyDream.GenerateImage(
-		0,
-		step,
-		seed,
-		positive_prompt,
-		negative_prompt,
-		filepath.Dir(dst),
-		asset_dir,
-	)
-}
diff --git a/pkg/tinydream/generate_unsupported.go b/pkg/tinydream/generate_unsupported.go
deleted file mode 100644
index 4ffd421a..00000000
--- a/pkg/tinydream/generate_unsupported.go
+++ /dev/null
@@ -1,10 +0,0 @@
-//go:build !tinydream
-// +build !tinydream
-
-package tinydream
-
-import "fmt"
-
-func GenerateImage(height, width, step, seed int, positive_prompt, negative_prompt, dst, asset_dir string) error {
-	return fmt.Errorf("This version of LocalAI was built without the tinytts tag")
-}
diff --git a/pkg/tinydream/tinydream.go b/pkg/tinydream/tinydream.go
deleted file mode 100644
index a316e641..00000000
--- a/pkg/tinydream/tinydream.go
+++ /dev/null
@@ -1,20 +0,0 @@
-package tinydream
-
-import "os"
-
-type TinyDream struct {
-	assetDir string
-}
-
-func New(assetDir string) (*TinyDream, error) {
-	if _, err := os.Stat(assetDir); err != nil {
-		return nil, err
-	}
-	return &TinyDream{
-		assetDir: assetDir,
-	}, nil
-}
-
-func (td *TinyDream) GenerateImage(height, width, step, seed int, positive_prompt, negative_prompt, dst string) error {
-	return GenerateImage(height, width, step, seed, positive_prompt, negative_prompt, dst, td.assetDir)
-}

From d0cc3047dc424a9731f8c74b37aa3e45a58ce14a Mon Sep 17 00:00:00 2001
From: Gianluca Boiano <491117+M0Rf30@users.noreply.github.com>
Date: Sat, 18 Jan 2025 18:36:05 +0100
Subject: [PATCH 052/679] chore(model gallery): add MiniCPM-V-2.6-8b-q4_K_M
 (#4633)

Signed-off-by: Gianluca Boiano <morf3089@gmail.com>
---
 gallery/index.yaml | 28 ++++++++++++++++++++++++++++
 1 file changed, 28 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 35fac331..edd52725 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -9187,6 +9187,7 @@
       uri: huggingface://xtuner/llava-llama-3-8b-v1_1-gguf/llava-llama-3-8b-v1_1-mmproj-f16.gguf
 - !!merge <<: *llama3
   name: "minicpm-llama3-v-2_5"
+  icon: https://raw.githubusercontent.com/OpenBMB/MiniCPM/main/assets/minicpm_logo.png
   urls:
     - https://huggingface.co/openbmb/MiniCPM-Llama3-V-2_5-gguf
     - https://huggingface.co/openbmb/MiniCPM-Llama3-V-2_5
@@ -9210,6 +9211,33 @@
     - filename: minicpm-llama3-mmproj-f16.gguf
       sha256: 391d11736c3cd24a90417c47b0c88975e86918fcddb1b00494c4d715b08af13e
       uri: huggingface://openbmb/MiniCPM-Llama3-V-2_5-gguf/mmproj-model-f16.gguf
+- !!merge <<: *llama3
+  name: "minicpm-v-2_6"
+  license: apache-2.0
+  icon: https://raw.githubusercontent.com/OpenBMB/MiniCPM/main/assets/minicpm_logo.png
+  urls:
+    - https://huggingface.co/openbmb/MiniCPM-V-2_6-gguf
+    - https://huggingface.co/openbmb/MiniCPM-V-2_6
+  description: |
+    MiniCPM-V 2.6 is the latest and most capable model in the MiniCPM-V series. The model is built on SigLip-400M and Qwen2-7B with a total of 8B parameters
+  tags:
+    - llm
+    - multimodal
+    - gguf
+    - gpu
+    - llama3
+    - cpu
+  overrides:
+    mmproj: minicpm-v-2_6-mmproj-f16.gguf
+    parameters:
+      model: minicpm-v-2_6-Q4_K_M.gguf
+  files:
+    - filename: minicpm-v-2_6-Q4_K_M.gguf
+      sha256: 3a4078d53b46f22989adbf998ce5a3fd090b6541f112d7e936eb4204a04100b1
+      uri: huggingface://openbmb/MiniCPM-V-2_6-gguf/ggml-model-Q4_K_M.gguf
+    - filename: minicpm-v-2_6-mmproj-f16.gguf
+      sha256: f8a805e9e62085805c69c427287acefc284932eb4abfe6e1b1ce431d27e2f4e0
+      uri: huggingface://openbmb/MiniCPM-V-2_6-gguf/mmproj-model-f16.gguf
 - !!merge <<: *llama3
   name: "llama-3-cursedstock-v1.8-8b-iq-imatrix"
   urls:

From 296b97925fab0246184ac582621045565ce9a075 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Sat, 18 Jan 2025 23:21:27 +0100
Subject: [PATCH 053/679] chore: :arrow_up: Update leejet/stable-diffusion.cpp
 to `5eb15ef4d022bef4a391de4f5f6556e81fbb5024` (#4636)

:arrow_up: Update leejet/stable-diffusion.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 944cad37..fc4eddf4 100644
--- a/Makefile
+++ b/Makefile
@@ -28,7 +28,7 @@ BARKCPP_VERSION?=v1.0.0
 
 # stablediffusion.cpp (ggml)
 STABLEDIFFUSION_GGML_REPO?=https://github.com/leejet/stable-diffusion.cpp
-STABLEDIFFUSION_GGML_VERSION?=dcf91f9e0f2cbf9da472ee2a556751ed4bab2d2a
+STABLEDIFFUSION_GGML_VERSION?=5eb15ef4d022bef4a391de4f5f6556e81fbb5024
 
 ONNX_VERSION?=1.20.0
 ONNX_ARCH?=x64

From a752183fb58de465daa35688c93fbe7d4ed324e9 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Sun, 19 Jan 2025 08:38:33 +0100
Subject: [PATCH 054/679] chore: :arrow_up: Update ggerganov/llama.cpp to
 `a1649cc13f89946322358f92ea268ae1b7b5096c` (#4635)

:arrow_up: Update ggerganov/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index fc4eddf4..dfa91a15 100644
--- a/Makefile
+++ b/Makefile
@@ -8,7 +8,7 @@ DETECT_LIBS?=true
 # llama.cpp versions
 GOLLAMA_REPO?=https://github.com/go-skynet/go-llama.cpp
 GOLLAMA_VERSION?=2b57a8ae43e4699d3dc5d1496a1ccd42922993be
-CPPLLAMA_VERSION?=3edfa7d3753c29e44b964c0ff424d2ea8d5fdee6
+CPPLLAMA_VERSION?=a1649cc13f89946322358f92ea268ae1b7b5096c
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From f496d0113b722847aaf4775394ccfd814255fef9 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@localai.io>
Date: Sun, 19 Jan 2025 09:07:56 +0100
Subject: [PATCH 055/679] chore(deps): pin numba

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 backend/python/transformers/requirements-cpu.txt      | 3 ++-
 backend/python/transformers/requirements-cublas11.txt | 1 +
 backend/python/transformers/requirements-cublas12.txt | 1 +
 backend/python/transformers/requirements-hipblas.txt  | 1 +
 backend/python/transformers/requirements-intel.txt    | 1 +
 backend/python/transformers/requirements.txt          | 3 +--
 6 files changed, 7 insertions(+), 3 deletions(-)

diff --git a/backend/python/transformers/requirements-cpu.txt b/backend/python/transformers/requirements-cpu.txt
index 421c4b80..c88508e3 100644
--- a/backend/python/transformers/requirements-cpu.txt
+++ b/backend/python/transformers/requirements-cpu.txt
@@ -1,7 +1,8 @@
 torch==2.4.1
 llvmlite==0.43.0
+numba==0.60.0
 accelerate
 transformers
 bitsandbytes
 outetts
-sentence-transformers==3.3.1
+sentence-transformers==3.3.1
\ No newline at end of file
diff --git a/backend/python/transformers/requirements-cublas11.txt b/backend/python/transformers/requirements-cublas11.txt
index c5d18d09..0faa9cec 100644
--- a/backend/python/transformers/requirements-cublas11.txt
+++ b/backend/python/transformers/requirements-cublas11.txt
@@ -1,6 +1,7 @@
 --extra-index-url https://download.pytorch.org/whl/cu118
 torch==2.4.1+cu118
 llvmlite==0.43.0
+numba==0.60.0
 accelerate
 transformers
 bitsandbytes
diff --git a/backend/python/transformers/requirements-cublas12.txt b/backend/python/transformers/requirements-cublas12.txt
index c0bcfc87..1e22312f 100644
--- a/backend/python/transformers/requirements-cublas12.txt
+++ b/backend/python/transformers/requirements-cublas12.txt
@@ -1,6 +1,7 @@
 torch==2.4.1
 accelerate
 llvmlite==0.43.0
+numba==0.60.0
 transformers
 bitsandbytes
 outetts
diff --git a/backend/python/transformers/requirements-hipblas.txt b/backend/python/transformers/requirements-hipblas.txt
index e7f53860..47aa88db 100644
--- a/backend/python/transformers/requirements-hipblas.txt
+++ b/backend/python/transformers/requirements-hipblas.txt
@@ -3,6 +3,7 @@ torch==2.4.1+rocm6.0
 accelerate
 transformers
 llvmlite==0.43.0
+numba==0.60.0
 bitsandbytes
 outetts
 bitsandbytes
diff --git a/backend/python/transformers/requirements-intel.txt b/backend/python/transformers/requirements-intel.txt
index aada6e00..708b0516 100644
--- a/backend/python/transformers/requirements-intel.txt
+++ b/backend/python/transformers/requirements-intel.txt
@@ -4,6 +4,7 @@ torch==2.3.1+cxx11.abi
 oneccl_bind_pt==2.3.100+xpu
 optimum[openvino]
 llvmlite==0.43.0
+numba==0.60.0
 intel-extension-for-transformers
 bitsandbytes
 outetts
diff --git a/backend/python/transformers/requirements.txt b/backend/python/transformers/requirements.txt
index d353e4d0..db41b928 100644
--- a/backend/python/transformers/requirements.txt
+++ b/backend/python/transformers/requirements.txt
@@ -3,5 +3,4 @@ protobuf
 certifi
 setuptools
 scipy==1.15.1
-numpy>=2.0.0
-numba==0.60.0
\ No newline at end of file
+numpy>=2.0.0
\ No newline at end of file

From 83e2dd5dff7b36d8cc9528d63ed0468145ef79df Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Sun, 19 Jan 2025 23:34:32 +0100
Subject: [PATCH 056/679] chore: :arrow_up: Update ggerganov/llama.cpp to
 `92bc493917d43b83e592349e138b54c90b1c3ea7` (#4640)

:arrow_up: Update ggerganov/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index dfa91a15..7aaad492 100644
--- a/Makefile
+++ b/Makefile
@@ -8,7 +8,7 @@ DETECT_LIBS?=true
 # llama.cpp versions
 GOLLAMA_REPO?=https://github.com/go-skynet/go-llama.cpp
 GOLLAMA_VERSION?=2b57a8ae43e4699d3dc5d1496a1ccd42922993be
-CPPLLAMA_VERSION?=a1649cc13f89946322358f92ea268ae1b7b5096c
+CPPLLAMA_VERSION?=92bc493917d43b83e592349e138b54c90b1c3ea7
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 30739d94a41139fe5c8cf68239cc7353d102c4fe Mon Sep 17 00:00:00 2001
From: Gianluca Boiano <491117+M0Rf30@users.noreply.github.com>
Date: Mon, 20 Jan 2025 10:34:19 +0100
Subject: [PATCH 057/679] chore(model gallery): add InternLM3-8b-Q4_K_M 
 (#4637)

chore(model gallery): add InternLM3-8b-Q4_K_M

Signed-off-by: Gianluca Boiano <morf3089@gmail.com>
---
 gallery/index.yaml | 27 ++++++++++++++++++++++++++-
 1 file changed, 26 insertions(+), 1 deletion(-)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index edd52725..61ecd107 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -10100,7 +10100,7 @@
   urls:
     - https://huggingface.co/internlm/internlm2_5-7b-chat-1m
     - https://huggingface.co/bartowski/internlm2_5-7b-chat-1m-GGUF
-  icon: https://github.com/InternLM/InternLM/assets/22529082/b9788105-8892-4398-8b47-b513a292378e
+  icon: https://avatars.githubusercontent.com/u/135356492
   tags:
     - internlm2
     - gguf
@@ -10121,6 +10121,31 @@
     - filename: internlm2_5-7b-chat-1m-Q4_K_M.gguf
       uri: huggingface://bartowski/internlm2_5-7b-chat-1m-GGUF/internlm2_5-7b-chat-1m-Q4_K_M.gguf
       sha256: 10d5e18a4125f9d4d74a9284a21e0c820b150af06dee48665e54ff6e1be3a564
+### Internlm3
+- name: "internlm3-8b-instruct"
+  url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
+  urls:
+    - https://huggingface.co/internlm/internlm3-8b-instruct
+    - https://huggingface.co/bartowski/internlm3-8b-instruct-GGUF
+  icon: https://avatars.githubusercontent.com/u/135356492
+  tags:
+    - internlm3
+    - gguf
+    - cpu
+    - gpu
+  description: |
+    InternLM3 has open-sourced an 8-billion parameter instruction model, InternLM3-8B-Instruct, designed for general-purpose usage and advanced reasoning.  The model has the following characteristics:
+
+    Enhanced performance at reduced cost: State-of-the-art performance on reasoning and knowledge-intensive tasks surpass models like Llama3.1-8B and Qwen2.5-7B.
+
+    Deep thinking capability: InternLM3 supports both the deep thinking mode for solving complicated reasoning tasks via the long chain-of-thought and the normal response mode for fluent user interactions.
+  overrides:
+    parameters:
+      model: internlm3-8b-instruct-Q4_K_M.gguf
+  files:
+    - filename: internlm3-8b-instruct-Q4_K_M.gguf
+      uri: huggingface://bartowski/internlm3-8b-instruct-GGUF/internlm3-8b-instruct-Q4_K_M.gguf
+      sha256: 2a9644687318e8659c9cf9b40730d5cc2f5af06f786a50439c7c51359b23896e
 - &phi-3
   ### START Phi-3
   url: "github:mudler/LocalAI/gallery/phi-3-chat.yaml@master"

From 390bb3f58bb5d878c852c71e473ae0754a8d817d Mon Sep 17 00:00:00 2001
From: Gianluca Boiano <491117+M0Rf30@users.noreply.github.com>
Date: Mon, 20 Jan 2025 10:35:05 +0100
Subject: [PATCH 058/679] fix(model gallery): minicpm-v-2.6 is based on qwen2
 (#4638)

Signed-off-by: Gianluca Boiano <morf3089@gmail.com>
---
 gallery/index.yaml | 54 +++++++++++++++++++++++-----------------------
 1 file changed, 27 insertions(+), 27 deletions(-)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 61ecd107..1c170f99 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -5583,6 +5583,33 @@
     - filename: marco-o1-uncensored.Q4_K_M.gguf
       sha256: ad0440270a7254098f90779744d3e5b34fe49b7baf97c819909ba9c5648cc0d9
       uri: huggingface://QuantFactory/marco-o1-uncensored-GGUF/marco-o1-uncensored.Q4_K_M.gguf
+- !!merge <<: *qwen2
+  name: "minicpm-v-2_6"
+  license: apache-2.0
+  icon: https://raw.githubusercontent.com/OpenBMB/MiniCPM/main/assets/minicpm_logo.png
+  urls:
+    - https://huggingface.co/openbmb/MiniCPM-V-2_6-gguf
+    - https://huggingface.co/openbmb/MiniCPM-V-2_6
+  description: |
+    MiniCPM-V 2.6 is the latest and most capable model in the MiniCPM-V series. The model is built on SigLip-400M and Qwen2-7B with a total of 8B parameters
+  tags:
+    - llm
+    - multimodal
+    - gguf
+    - gpu
+    - qwen2
+    - cpu
+  overrides:
+    mmproj: minicpm-v-2_6-mmproj-f16.gguf
+    parameters:
+      model: minicpm-v-2_6-Q4_K_M.gguf
+  files:
+    - filename: minicpm-v-2_6-Q4_K_M.gguf
+      sha256: 3a4078d53b46f22989adbf998ce5a3fd090b6541f112d7e936eb4204a04100b1
+      uri: huggingface://openbmb/MiniCPM-V-2_6-gguf/ggml-model-Q4_K_M.gguf
+    - filename: minicpm-v-2_6-mmproj-f16.gguf
+      sha256: f8a805e9e62085805c69c427287acefc284932eb4abfe6e1b1ce431d27e2f4e0
+      uri: huggingface://openbmb/MiniCPM-V-2_6-gguf/mmproj-model-f16.gguf
 - &mistral03
   ## START Mistral
   url: "github:mudler/LocalAI/gallery/mistral-0.3.yaml@master"
@@ -9211,33 +9238,6 @@
     - filename: minicpm-llama3-mmproj-f16.gguf
       sha256: 391d11736c3cd24a90417c47b0c88975e86918fcddb1b00494c4d715b08af13e
       uri: huggingface://openbmb/MiniCPM-Llama3-V-2_5-gguf/mmproj-model-f16.gguf
-- !!merge <<: *llama3
-  name: "minicpm-v-2_6"
-  license: apache-2.0
-  icon: https://raw.githubusercontent.com/OpenBMB/MiniCPM/main/assets/minicpm_logo.png
-  urls:
-    - https://huggingface.co/openbmb/MiniCPM-V-2_6-gguf
-    - https://huggingface.co/openbmb/MiniCPM-V-2_6
-  description: |
-    MiniCPM-V 2.6 is the latest and most capable model in the MiniCPM-V series. The model is built on SigLip-400M and Qwen2-7B with a total of 8B parameters
-  tags:
-    - llm
-    - multimodal
-    - gguf
-    - gpu
-    - llama3
-    - cpu
-  overrides:
-    mmproj: minicpm-v-2_6-mmproj-f16.gguf
-    parameters:
-      model: minicpm-v-2_6-Q4_K_M.gguf
-  files:
-    - filename: minicpm-v-2_6-Q4_K_M.gguf
-      sha256: 3a4078d53b46f22989adbf998ce5a3fd090b6541f112d7e936eb4204a04100b1
-      uri: huggingface://openbmb/MiniCPM-V-2_6-gguf/ggml-model-Q4_K_M.gguf
-    - filename: minicpm-v-2_6-mmproj-f16.gguf
-      sha256: f8a805e9e62085805c69c427287acefc284932eb4abfe6e1b1ce431d27e2f4e0
-      uri: huggingface://openbmb/MiniCPM-V-2_6-gguf/mmproj-model-f16.gguf
 - !!merge <<: *llama3
   name: "llama-3-cursedstock-v1.8-8b-iq-imatrix"
   urls:

From 0c0e015b3893816a984f59cd5a6cfb25f5cf90c1 Mon Sep 17 00:00:00 2001
From: Gianluca Boiano <491117+M0Rf30@users.noreply.github.com>
Date: Mon, 20 Jan 2025 10:40:46 +0100
Subject: [PATCH 059/679] chore(model gallery): update icons and add missing
 ones (#4639)

* chore(model gallery): uniform github URLs for icons

Signed-off-by: Gianluca Boiano <morf3089@gmail.com>

* chore(model gallery): add icons to phi models

Signed-off-by: Gianluca Boiano <morf3089@gmail.com>

* chore(model gallery): add icons to QwenLM models

Signed-off-by: Gianluca Boiano <morf3089@gmail.com>

* chore(model gallery): update icon for Arcee org

Signed-off-by: Gianluca Boiano <morf3089@gmail.com>

* chore(model gallery): update icon for Meta org

Signed-off-by: Gianluca Boiano <morf3089@gmail.com>

* chore(model gallery): update icon url for OpenCoder org

Signed-off-by: Gianluca Boiano <morf3089@gmail.com>

* chore(model gallery): add icon for RWKV org

Signed-off-by: Gianluca Boiano <morf3089@gmail.com>

* chore(model gallery): add icon for IBM-granite org

Signed-off-by: Gianluca Boiano <morf3089@gmail.com>

* chore(model gallery): add icon for OpenBMB org

Signed-off-by: Gianluca Boiano <morf3089@gmail.com>

* chore(model gallery): add icon for KatanemoLabs org

Signed-off-by: Gianluca Boiano <morf3089@gmail.com>

* chore(model gallery): update icon for Meta-Llama-3.1-8B-Instruct-abliterated

Signed-off-by: Gianluca Boiano <morf3089@gmail.com>

* chore(model gallery): update icon for hermes-3-llama-3.1-8b-lorablated

Signed-off-by: Gianluca Boiano <morf3089@gmail.com>

* chore(model gallery): add icon for Google org

Signed-off-by: Gianluca Boiano <morf3089@gmail.com>

---------

Signed-off-by: Gianluca Boiano <morf3089@gmail.com>
Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
Co-authored-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
---
 gallery/index.yaml | 53 +++++++++++++++++++++++++++-------------------
 1 file changed, 31 insertions(+), 22 deletions(-)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 1c170f99..fb5476f9 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -2,6 +2,7 @@
 - &phi4
   url: "github:mudler/LocalAI/gallery/phi-4-chat.yaml@master"
   name: "phi-4"
+  icon: https://avatars.githubusercontent.com/u/6154722
   license: mit
   tags:
     - llm
@@ -224,7 +225,7 @@
       uri: huggingface://bartowski/INTELLECT-1-Instruct-GGUF/INTELLECT-1-Instruct-Q4_K_M.gguf
 - &llama33
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master"
-  icon: https://cdn-uploads.huggingface.co/production/uploads/642cc1c253e76b4c2286c58e/aJJxKus1wP5N-euvHEUq7.png
+  icon: https://avatars.githubusercontent.com/u/153379578
   license: llama3.3
   description: |
     The Meta Llama 3.3 multilingual large language model (LLM) is a pretrained and instruction tuned generative model in 70B (text in/text out). The Llama 3.3 instruction tuned text only model is optimized for multilingual dialogue use cases and outperform many of the available open source and closed chat models on common industry benchmarks.
@@ -421,6 +422,7 @@
 - &rwkv
   url: "github:mudler/LocalAI/gallery/rwkv.yaml@master"
   name: "rwkv-6-world-7b"
+  icon: https://avatars.githubusercontent.com/u/132652788
   license: apache-2.0
   urls:
     - https://huggingface.co/RWKV/rwkv-6-world-7b
@@ -443,6 +445,7 @@
       uri: huggingface://bartowski/rwkv-6-world-7b-GGUF/rwkv-6-world-7b-Q4_K_M.gguf
 - &qwen25coder
   name: "qwen2.5-coder-14b"
+  icon: https://avatars.githubusercontent.com/u/141221163
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
   license: apache-2.0
   tags:
@@ -628,7 +631,7 @@
       uri: huggingface://mraWdermacher/Qwen2.5-Coder-32B-Instruct-Uncensored-i1-GGUF/Qwen2.5-Coder-32B-Instruct-Uncensored.i1-Q4_K_M.gguf
 - &opencoder
   name: "opencoder-8b-base"
-  icon: https://github.com/OpenCoder-llm/opencoder-llm.github.io/blob/main/static/images/opencoder_icon.jpg?raw=true
+  icon: https://avatars.githubusercontent.com/u/186387526
   url: "github:mudler/LocalAI/gallery/codellama.yaml@master"
   urls:
     - https://huggingface.co/infly/OpenCoder-8B-Base
@@ -694,6 +697,7 @@
       uri: huggingface://QuantFactory/OpenCoder-1.5B-Instruct-GGUF/OpenCoder-1.5B-Instruct.Q4_K_M.gguf
 - &granite3
   name: "granite-3.0-1b-a400m-instruct"
+  icon: https://avatars.githubusercontent.com/u/167822367
   urls:
     - https://huggingface.co/ibm-granite/granite-3.0-1b-a400m-instruct
     - https://huggingface.co/QuantFactory/granite-3.0-1b-a400m-instruct-GGUF
@@ -781,7 +785,7 @@
 - &llama32
   ## llama3.2
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master"
-  icon: https://cdn-uploads.huggingface.co/production/uploads/642cc1c253e76b4c2286c58e/aJJxKus1wP5N-euvHEUq7.png
+  icon: https://avatars.githubusercontent.com/u/153379578
   license: llama3.2
   description: |
     The Meta Llama 3.2 collection of multilingual large language models (LLMs) is a collection of pretrained and instruction-tuned generative models in 1B and 3B sizes (text in/text out). The Llama 3.2 instruction-tuned text only models are optimized for multilingual dialogue use cases, including agentic retrieval and summarization tasks. They outperform many of the available open source and closed chat models on common industry benchmarks.
@@ -950,7 +954,6 @@
       uri: huggingface://mradermacher/Llama-3.2-3B-Reasoning-Time-GGUF/Llama-3.2-3B-Reasoning-Time.Q4_K_M.gguf
 - !!merge <<: *llama32
   name: "llama-3.2-sun-2.5b-chat"
-  icon: https://i.ibb.co/PF0TdMJ/imagine-image-9a56cee7-0f4f-4cc2-b265-a5b8d04f266b.png
   urls:
     - https://huggingface.co/meditsolutions/Llama-3.2-SUN-2.5B-chat
     - https://huggingface.co/mradermacher/Llama-3.2-SUN-2.5B-chat-GGUF
@@ -982,7 +985,6 @@
       uri: huggingface://mradermacher/Llama-3.2-SUN-2.5B-chat-GGUF/Llama-3.2-SUN-2.5B-chat.Q4_K_M.gguf
 - !!merge <<: *llama32
   name: "llama-3.2-3b-instruct-uncensored"
-  icon: https://i.imgur.com/JOePyAN.png
   urls:
     - https://huggingface.co/bartowski/Llama-3.2-3B-Instruct-uncensored-GGUF
     - https://huggingface.co/chuanli11/Llama-3.2-3B-Instruct-uncensored
@@ -1319,6 +1321,7 @@
 - &qwen25
   ## Qwen2.5
   name: "qwen2.5-14b-instruct"
+  icon: https://avatars.githubusercontent.com/u/141221163
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
   license: apache-2.0
   description: |
@@ -1608,6 +1611,7 @@
       uri: huggingface://bartowski/qwen2.5-7b-ins-v3-GGUF/qwen2.5-7b-ins-v3-Q4_K_M.gguf
 - !!merge <<: *qwen25
   name: "supernova-medius"
+  icon: https://avatars.githubusercontent.com/u/126496414
   urls:
     - https://huggingface.co/arcee-ai/SuperNova-Medius-GGUF
   description: |
@@ -1762,7 +1766,7 @@
       uri: huggingface://bartowski/TheBeagle-v2beta-32B-MGS-GGUF/TheBeagle-v2beta-32B-MGS-Q4_K_M.gguf
 - !!merge <<: *qwen25
   name: "meraj-mini"
-  icon: https://i.ibb.co/CmPSSpq/Screenshot-2024-10-06-at-9-45-06-PM.png
+  icon: https://avatars.githubusercontent.com/u/126496414
   urls:
     - https://huggingface.co/arcee-ai/Meraj-Mini
     - https://huggingface.co/QuantFactory/Meraj-Mini-GGUF
@@ -2392,7 +2396,7 @@
       uri: huggingface://QuantFactory/Math-IIO-7B-Instruct-GGUF/Math-IIO-7B-Instruct.Q4_K_M.gguf
 - !!merge <<: *qwen25
   name: "virtuoso-small"
-  icon: https://i.ibb.co/pXD6Bcv/SW2-U-g-QQLSH1-ZAbxhs-Iu-A.webp
+  icon: https://avatars.githubusercontent.com/u/126496414
   urls:
     - https://huggingface.co/arcee-ai/Virtuoso-Small-GGUF
   description: |
@@ -2670,6 +2674,7 @@
     - cpu
     - function-calling
   name: "arch-function-1.5b"
+  icon: https://avatars.githubusercontent.com/u/112724757
   uri: "github:mudler/LocalAI/gallery/arch-function.yaml@master"
   urls:
     - https://huggingface.co/katanemolabs/Arch-Function-1.5B
@@ -3109,7 +3114,7 @@
       uri: huggingface://bartowski/Rombos-Qwen2.5-Writer-32b-GGUF/Rombos-Qwen2.5-Writer-32b-Q4_K_M.gguf
 - !!merge <<: *qwen25
   name: "sky-t1-32b-preview"
-  icon: https://raw.githubusercontent.com/NovaSky-AI/novasky-ai.github.io/main/assets/images/blue-bird-wider.jpeg
+  icon: https://github.com/NovaSky-AI/novasky-ai.github.io/raw/main/assets/images/blue-bird-wider.jpeg
   urls:
     - https://huggingface.co/NovaSky-AI/Sky-T1-32B-Preview
     - https://huggingface.co/bartowski/Sky-T1-32B-Preview-GGUF
@@ -3298,7 +3303,7 @@
 - &llama31
   ## LLama3.1
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master"
-  icon: https://cdn-uploads.huggingface.co/production/uploads/642cc1c253e76b4c2286c58e/aJJxKus1wP5N-euvHEUq7.png
+  icon: https://avatars.githubusercontent.com/u/153379578
   name: "meta-llama-3.1-8b-instruct"
   license: llama3.1
   description: |
@@ -3387,7 +3392,7 @@
       sha256: 6d175432f66d10dfed9737f73a5073d513d18e1ee7bd4b9cf2a59deb359f36ff
 - !!merge <<: *llama31
   name: "meta-llama-3.1-8b-instruct-abliterated"
-  icon: https://i.imgur.com/KhorYYG.png
+  icon: https://cdn-uploads.huggingface.co/production/uploads/61b8e2ba285851687028d395/AsTgL8VCgMHgobq4cr46b.png
   urls:
     - https://huggingface.co/mlabonne/Meta-Llama-3.1-8B-Instruct-abliterated
     - https://huggingface.co/mlabonne/Meta-Llama-3.1-8B-Instruct-abliterated-GGUF
@@ -3416,7 +3421,7 @@
       uri: huggingface://mmnga/Llama-3.1-70B-Japanese-Instruct-2407-gguf/Llama-3.1-70B-Japanese-Instruct-2407-Q4_K_M.gguf
 - !!merge <<: *llama31
   name: "openbuddy-llama3.1-8b-v22.1-131k"
-  icon: https://raw.githubusercontent.com/OpenBuddy/OpenBuddy/main/media/demo.png
+  icon: https://github.com/OpenBuddy/OpenBuddy/raw/main/media/demo.png
   urls:
     - https://huggingface.co/sunnyyy/openbuddy-llama3.1-8b-v22.1-131k-Q4_K_M-GGUF
   description: |
@@ -3592,7 +3597,7 @@
       sha256: 6557c5d5091f2507d19ab1f8bfb9ceb4e1536a755ab70f148b18aeb33741580f
       uri: huggingface://mradermacher/Llama-3.1-Techne-RP-8b-v1-GGUF/Llama-3.1-Techne-RP-8b-v1.Q4_K_M.gguf
 - !!merge <<: *llama31
-  icon: https://i.ibb.co/9hwFrvL/BLMs-Wkx-NQf-W-46-FZDg-ILhg.jpg
+  icon: https://avatars.githubusercontent.com/u/126496414
   name: "llama-spark"
   urls:
     - https://huggingface.co/arcee-ai/Llama-Spark
@@ -3710,7 +3715,6 @@
 - !!merge <<: *llama31
   name: "llama-3.1-supernova-lite-reflection-v1.0-i1"
   url: "github:mudler/LocalAI/gallery/llama3.1-reflective.yaml@master"
-  icon: https://i.ibb.co/r072p7j/eopi-ZVu-SQ0-G-Cav78-Byq-Tg.png
   urls:
     - https://huggingface.co/SE6446/Llama-3.1-SuperNova-Lite-Reflection-V1.0
     - https://huggingface.co/mradermacher/Llama-3.1-SuperNova-Lite-Reflection-V1.0-i1-GGUF
@@ -3725,7 +3729,7 @@
       uri: huggingface://mradermacher/Llama-3.1-SuperNova-Lite-Reflection-V1.0-i1-GGUF/Llama-3.1-SuperNova-Lite-Reflection-V1.0.i1-Q4_K_M.gguf
 - !!merge <<: *llama31
   name: "llama-3.1-supernova-lite"
-  icon: https://i.ibb.co/r072p7j/eopi-ZVu-SQ0-G-Cav78-Byq-Tg.png
+  icon: https://avatars.githubusercontent.com/u/126496414
   urls:
     - https://huggingface.co/arcee-ai/Llama-3.1-SuperNova-Lite
     - https://huggingface.co/arcee-ai/Llama-3.1-SuperNova-Lite-GGUF
@@ -4239,6 +4243,7 @@
       uri: huggingface://mradermacher/Hermes-3-Llama-3.1-70B-lorablated-GGUF/Hermes-3-Llama-3.1-70B-lorablated.Q4_K_M.gguf
 - !!merge <<: *llama31
   name: "hermes-3-llama-3.1-8b-lorablated"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/61b8e2ba285851687028d395/4Hbw5n68jKUSBQeTqQIeT.png
   urls:
     - https://huggingface.co/mlabonne/Hermes-3-Llama-3.1-8B-lorablated-GGUF
   description: |
@@ -5254,6 +5259,7 @@
   ## Start QWEN2
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
   name: "qwen2-7b-instruct"
+  icon: https://avatars.githubusercontent.com/u/141221163
   license: apache-2.0
   description: |
     Qwen2 is the new series of Qwen large language models. For Qwen2, we release a number of base language models and instruction-tuned language models ranging from 0.5 to 72 billion parameters, including a Mixture-of-Experts model. This repo contains the instruction-tuned 7B Qwen2 model.
@@ -5360,7 +5366,7 @@
       uri: huggingface://bartowski/Einstein-v7-Qwen2-7B-GGUF/Einstein-v7-Qwen2-7B-Q4_K_M.gguf
 - !!merge <<: *qwen2
   name: "arcee-spark"
-  icon: https://i.ibb.co/80ssNWS/o-Vdk-Qx-ARNmzr-Pi1h-Efj-SA.webp
+  icon: https://avatars.githubusercontent.com/u/126496414
   description: |
     Arcee Spark is a powerful 7B parameter language model that punches well above its weight class. Initialized from Qwen2, this model underwent a sophisticated training process:
 
@@ -5398,7 +5404,7 @@
       uri: huggingface://Hercules-5.0-Qwen2-7B-Q4_K_M.gguf/Hercules-5.0-Qwen2-7B-Q4_K_M.gguf
 - !!merge <<: *qwen2
   name: "arcee-agent"
-  icon: https://i.ibb.co/CBHmTDn/136719a5-6d8a-4654-a618-46eabc788953.jpg
+  icon: https://avatars.githubusercontent.com/u/126496414
   description: |
     Arcee Agent is a cutting-edge 7B parameter language model specifically designed for function calling and tool use. Initialized from Qwen2-7B, it rivals the performance of much larger models while maintaining efficiency and speed. This model is particularly suited for developers, researchers, and businesses looking to implement sophisticated AI-driven solutions without the computational overhead of larger language models. Compute for training Arcee-Agent was provided by CrusoeAI. Arcee-Agent was trained using Spectrum.
   urls:
@@ -5586,7 +5592,7 @@
 - !!merge <<: *qwen2
   name: "minicpm-v-2_6"
   license: apache-2.0
-  icon: https://raw.githubusercontent.com/OpenBMB/MiniCPM/main/assets/minicpm_logo.png
+  icon: https://avatars.githubusercontent.com/u/89920203
   urls:
     - https://huggingface.co/openbmb/MiniCPM-V-2_6-gguf
     - https://huggingface.co/openbmb/MiniCPM-V-2_6
@@ -6321,6 +6327,7 @@
 - &gemma
   url: "github:mudler/LocalAI/gallery/gemma.yaml@master"
   name: "gemma-2b"
+  icon: https://avatars.githubusercontent.com/u/1342004
   license: gemma
   urls:
     - https://ai.google.dev/gemma/docs
@@ -7036,7 +7043,7 @@
       uri: huggingface://bartowski/GWQ-9B-Preview2-GGUF/GWQ-9B-Preview2-Q4_K_M.gguf
 - &llama3
   url: "github:mudler/LocalAI/gallery/llama3-instruct.yaml@master"
-  icon: https://cdn-uploads.huggingface.co/production/uploads/642cc1c253e76b4c2286c58e/aJJxKus1wP5N-euvHEUq7.png
+  icon: https://avatars.githubusercontent.com/u/153379578
   name: "llama3-8b-instruct"
   license: llama3
   description: |
@@ -8503,7 +8510,7 @@
   urls:
     - https://huggingface.co/arcee-ai/Llama-3-SEC-Chat-GGUF
     - https://huggingface.co/arcee-ai/Llama-3-SEC-Chat
-  icon: https://i.ibb.co/kHtBmDN/w8m6-X4-HCQRa-IR86ar-Cm5gg.webp
+  icon: https://avatars.githubusercontent.com/u/126496414
   tags:
     - llama3
     - gguf
@@ -8536,7 +8543,7 @@
 - &yi-chat
   ### Start Yi
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
-  icon: "https://raw.githubusercontent.com/01-ai/Yi/main/assets/img/Yi_logo_icon_light.svg"
+  icon: "https://github.com/01-ai/Yi/raw/main/assets/img/Yi_logo_icon_light.svg"
   name: "yi-1.5-9b-chat"
   license: apache-2.0
   urls:
@@ -9165,7 +9172,7 @@
   urls:
     - https://huggingface.co/BAAI/Bunny-Llama-3-8B-V-gguf
   description: |
-    Bunny is a family of lightweight but powerful multimodal models. It offers multiple plug-and-play vision encoders, like EVA-CLIP, SigLIP and language backbones, including Llama-3-8B, Phi-1.5, StableLM-2, Qwen1.5, MiniCPM and Phi-2. To compensate for the decrease in model size, we construct more informative training data by curated selection from a broader data source.
+    Bunny is a family of lightweight but powerful multimodal models. It offers multiple plug-and-play vision encoders, like EVA-CLIP, SigLIP and language backbones, including Llama-3-8B, Phi-1.5, StableLM-2, Qwen1.5,  and Phi-2. To compensate for the decrease in model size, we construct more informative training data by curated selection from a broader data source.
 
     We provide Bunny-Llama-3-8B-V, which is built upon SigLIP and Llama-3-8B-Instruct. More details about this model can be found in GitHub.
   icon: https://huggingface.co/BAAI/Bunny-Llama-3-8B-V-gguf/resolve/main/icon.png
@@ -9214,7 +9221,7 @@
       uri: huggingface://xtuner/llava-llama-3-8b-v1_1-gguf/llava-llama-3-8b-v1_1-mmproj-f16.gguf
 - !!merge <<: *llama3
   name: "minicpm-llama3-v-2_5"
-  icon: https://raw.githubusercontent.com/OpenBMB/MiniCPM/main/assets/minicpm_logo.png
+  icon: https://avatars.githubusercontent.com/u/89920203
   urls:
     - https://huggingface.co/openbmb/MiniCPM-Llama3-V-2_5-gguf
     - https://huggingface.co/openbmb/MiniCPM-Llama3-V-2_5
@@ -10054,6 +10061,7 @@
     - llama2
     - cpu
   name: "phi-2-chat:Q8_0"
+  icon: https://avatars.githubusercontent.com/u/6154722
   overrides:
     parameters:
       model: phi-2-layla-v1-chatml-Q8_0.gguf
@@ -10150,6 +10158,7 @@
   ### START Phi-3
   url: "github:mudler/LocalAI/gallery/phi-3-chat.yaml@master"
   name: "phi-3-mini-4k-instruct"
+  icon: https://avatars.githubusercontent.com/u/6154722
   license: mit
   description: |
     The Phi-3-Mini-4K-Instruct is a 3.8B parameters, lightweight, state-of-the-art open model trained with the Phi-3 datasets that includes both synthetic data and the filtered publicly available websites data with a focus on high-quality and reasoning dense properties. The model belongs to the Phi-3 family with the Mini version in two variants 4K and 128K which is the context length (in tokens) it can support. The model has underwent a post-training process that incorporates both supervised fine-tuning and direct preference optimization to ensure precise instruction adherence and robust safety measures. When assessed against benchmarks testing common sense, language understanding, math, code, long context and logical reasoning, Phi-3 Mini-4K-Instruct showcased a robust and state-of-the-art performance among models with less than 13 billion parameters.

From adebd557ce8446edbe097b3eeb54c524e6638e78 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 20 Jan 2025 10:45:10 +0100
Subject: [PATCH 060/679] chore(model gallery): add wayfarer-12b (#4641)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 105 +++++++++++++++++++++++----------------------
 1 file changed, 54 insertions(+), 51 deletions(-)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index fb5476f9..0397bd75 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -190,7 +190,7 @@
     - https://huggingface.co/Nitral-AI/NightWing3-10B-v0.1
     - https://huggingface.co/bartowski/NightWing3-10B-v0.1-GGUF
   description: |
-     Base model: (Falcon3-10B)
+    Base model: (Falcon3-10B)
   overrides:
     parameters:
       model: NightWing3-10B-v0.1-Q4_K_M.gguf
@@ -782,8 +782,7 @@
     - filename: salamandra-7b-instruct.Q4_K_M-f32.gguf
       sha256: bac8e8c1d1d9d53cbdb148b8ff9ad378ddb392429207099e85b5aae3a43bff3d
       uri: huggingface://cstr/salamandra-7b-instruct-GGUF/salamandra-7b-instruct.Q4_K_M-f32.gguf
-- &llama32
-  ## llama3.2
+- &llama32 ## llama3.2
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master"
   icon: https://avatars.githubusercontent.com/u/153379578
   license: llama3.2
@@ -1318,8 +1317,7 @@
     - filename: FineMath-Llama-3B-Q4_K_M.gguf
       sha256: 16c73b5cf2a417a7e1608bcc9469f1461fc3e759ce04a3a337f48df977dc158c
       uri: huggingface://bartowski/FineMath-Llama-3B-GGUF/FineMath-Llama-3B-Q4_K_M.gguf
-- &qwen25
-  ## Qwen2.5
+- &qwen25 ## Qwen2.5
   name: "qwen2.5-14b-instruct"
   icon: https://avatars.githubusercontent.com/u/141221163
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
@@ -3241,8 +3239,7 @@
     - filename: DRT-o1-14B-Q4_K_M.gguf
       sha256: 9619ca984cf4ce8e4f69bcde831de17b2ce05dd89536e3130608877521e3d328
       uri: huggingface://bartowski/DRT-o1-14B-GGUF/DRT-o1-14B-Q4_K_M.gguf
-- &smollm
-  ## SmolLM
+- &smollm ## SmolLM
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
   name: "smollm-1.7b-instruct"
   icon: https://huggingface.co/datasets/HuggingFaceTB/images/resolve/main/banner_smol.png
@@ -3300,8 +3297,7 @@
     - filename: Vikhr-Qwen-2.5-1.5B-Instruct.Q4_K_M.gguf
       sha256: eaeac314e30b461413bc1cc819cdc0cd6a79265711fd0b8268702960a082c7bd
       uri: huggingface://QuantFactory/Vikhr-Qwen-2.5-1.5B-Instruct-GGUF/Vikhr-Qwen-2.5-1.5B-Instruct.Q4_K_M.gguf
-- &llama31
-  ## LLama3.1
+- &llama31 ## LLama3.1
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master"
   icon: https://avatars.githubusercontent.com/u/153379578
   name: "meta-llama-3.1-8b-instruct"
@@ -5189,8 +5185,7 @@
     - filename: Dolphin3.0-Llama3.1-8B-Q4_K_M.gguf
       sha256: 268390e07edd407ad93ea21a868b7ae995b5950e01cad0db9e1802ae5049d405
       uri: huggingface://bartowski/Dolphin3.0-Llama3.1-8B-GGUF/Dolphin3.0-Llama3.1-8B-Q4_K_M.gguf
-- &deepseek
-  ## Deepseek
+- &deepseek ## Deepseek
   url: "github:mudler/LocalAI/gallery/deepseek.yaml@master"
   name: "deepseek-coder-v2-lite-instruct"
   icon: "https://github.com/deepseek-ai/DeepSeek-V2/blob/main/figures/logo.svg?raw=true"
@@ -5255,8 +5250,7 @@
     - filename: archangel_sft_pythia2-8b.Q4_K_M.gguf
       sha256: a47782c55ef2b39b19644213720a599d9849511a73c9ebb0c1de749383c0a0f8
       uri: huggingface://RichardErkhov/ContextualAI_-_archangel_sft_pythia2-8b-gguf/archangel_sft_pythia2-8b.Q4_K_M.gguf
-- &qwen2
-  ## Start QWEN2
+- &qwen2 ## Start QWEN2
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
   name: "qwen2-7b-instruct"
   icon: https://avatars.githubusercontent.com/u/141221163
@@ -5616,8 +5610,7 @@
     - filename: minicpm-v-2_6-mmproj-f16.gguf
       sha256: f8a805e9e62085805c69c427287acefc284932eb4abfe6e1b1ce431d27e2f4e0
       uri: huggingface://openbmb/MiniCPM-V-2_6-gguf/mmproj-model-f16.gguf
-- &mistral03
-  ## START Mistral
+- &mistral03 ## START Mistral
   url: "github:mudler/LocalAI/gallery/mistral-0.3.yaml@master"
   name: "mistral-7b-instruct-v0.3"
   icon: https://cdn-avatars.huggingface.co/v1/production/uploads/62dac1c7a8ead43d20e3e17a/wrLf5yaGC6ng4XME70w6Z.png
@@ -6222,8 +6215,35 @@
     - filename: Nera_Noctis-12B-Q4_K_M.gguf
       sha256: 0662a9a847adde046e6255c15d5a677ebf09ab00841547c8963668d14baf00ff
       uri: huggingface://bartowski/Nera_Noctis-12B-GGUF/Nera_Noctis-12B-Q4_K_M.gguf
-- &mudler
-  ### START mudler's LocalAI specific-models
+- !!merge <<: *mistral03
+  name: "wayfarer-12b"
+  url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
+  icon: https://huggingface.co/LatitudeGames/Wayfarer-12B/resolve/main/wayfarer.jpg
+  urls:
+    - https://huggingface.co/LatitudeGames/Wayfarer-12B
+    - https://huggingface.co/bartowski/Wayfarer-12B-GGUF
+  description: |
+    We’ve heard over and over from AI Dungeon players that modern AI models are too nice, never letting them fail or die. While it may be good for a chatbot to be nice and helpful, great stories and games aren’t all rainbows and unicorns. They have conflict, tension, and even death. These create real stakes and consequences for characters and the journeys they go on.
+
+    Similarly, great games need opposition. You must be able to fail, die, and may even have to start over. This makes games more fun!
+
+    However, the vast majority of AI models, through alignment RLHF, have been trained away from darkness, violence, or conflict, preventing them from fulfilling this role. To give our players better options, we decided to train our own model to fix these issues.
+
+    Wayfarer is an adventure role-play model specifically trained to give players a challenging and dangerous experience. We thought they would like it, but since releasing it on AI Dungeon, players have reacted even more positively than we expected.
+
+    Because they loved it so much, we’ve decided to open-source the model so anyone can experience unforgivingly brutal AI adventures! Anyone can download the model to run locally.
+
+    Or if you want to easily try this model for free, you can do so at https://aidungeon.com.
+
+    We plan to continue improving and open-sourcing similar models, so please share any and all feedback on how we can improve model behavior. Below we share more details on how Wayfarer was created.
+  overrides:
+    parameters:
+      model: Wayfarer-12B-Q4_K_M.gguf
+  files:
+    - filename: Wayfarer-12B-Q4_K_M.gguf
+      sha256: 6cd9f290c820c64854fcdcfd312b066447acc2f63abe2e2e71af9bc4f1946c08
+      uri: huggingface://bartowski/Wayfarer-12B-GGUF/Wayfarer-12B-Q4_K_M.gguf
+- &mudler ### START mudler's LocalAI specific-models
   url: "github:mudler/LocalAI/gallery/mudler.yaml@master"
   name: "LocalAI-llama3-8b-function-call-v0.2"
   icon: "https://cdn-uploads.huggingface.co/production/uploads/647374aa7ff32a81ac6d35d4/us5JKi9z046p8K-cn_M0w.webp"
@@ -6268,8 +6288,7 @@
     - filename: Mirai-Nova-Llama3-LocalAI-8B-v0.1-q4_k_m.bin
       sha256: 579cbb229f9c11d0330759ff4733102d2491615a4c61289e26c09d1b3a583fec
       uri: huggingface://mudler/Mirai-Nova-Llama3-LocalAI-8B-v0.1-GGUF/Mirai-Nova-Llama3-LocalAI-8B-v0.1-q4_k_m.bin
-- &parler-tts
-  ### START parler-tts
+- &parler-tts ### START parler-tts
   url: "github:mudler/LocalAI/gallery/parler-tts.yaml@master"
   name: parler-tts-mini-v0.1
   overrides:
@@ -6286,8 +6305,7 @@
     - cpu
     - text-to-speech
     - python
-- &rerankers
-  ### START rerankers
+- &rerankers ### START rerankers
   url: "github:mudler/LocalAI/gallery/rerankers.yaml@master"
   name: cross-encoder
   parameters:
@@ -8540,8 +8558,7 @@
     - filename: Copus-2x8B.i1-Q4_K_M.gguf
       sha256: 685da1ba49e203e8f491105585143d76044286d4b4687bed37d325f6b55501e5
       uri: huggingface://mradermacher/Copus-2x8B-i1-GGUF/Copus-2x8B.i1-Q4_K_M.gguf
-- &yi-chat
-  ### Start Yi
+- &yi-chat ### Start Yi
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
   icon: "https://github.com/01-ai/Yi/raw/main/assets/img/Yi_logo_icon_light.svg"
   name: "yi-1.5-9b-chat"
@@ -8752,8 +8769,7 @@
     - filename: Fimbulvetr-11B-v2-Q4_K_M-imat.gguf
       sha256: 3f309b59508342536a70edd6c4be6cf4f2cb97f2e32cbc79ad2ab3f4c02933a4
       uri: huggingface://Lewdiculous/Fimbulvetr-11B-v2-GGUF-IQ-Imatrix/Fimbulvetr-11B-v2-Q4_K_M-imat.gguf
-- &noromaid
-  ### Start noromaid
+- &noromaid ### Start noromaid
   url: "github:mudler/LocalAI/gallery/noromaid.yaml@master"
   name: "noromaid-13b-0.4-DPO"
   icon: https://cdn-uploads.huggingface.co/production/uploads/630dfb008df86f1e5becadc3/VKX2Z2yjZX5J8kXzgeCYO.png
@@ -8773,8 +8789,7 @@
     - filename: Noromaid-13B-0.4-DPO.q4_k_m.gguf
       sha256: cb28e878d034fae3d0b43326c5fc1cfb4ab583b17c56e41d6ce023caec03c1c1
       uri: huggingface://NeverSleep/Noromaid-13B-0.4-DPO-GGUF/Noromaid-13B-0.4-DPO.q4_k_m.gguf
-- &wizardlm2
-  ### START Vicuna based
+- &wizardlm2 ### START Vicuna based
   url: "github:mudler/LocalAI/gallery/wizardlm2.yaml@master"
   name: "wizardlm2-7b"
   description: |
@@ -8829,8 +8844,7 @@
     - filename: moondream2-mmproj-f16.gguf
       sha256: 4cc1cb3660d87ff56432ebeb7884ad35d67c48c7b9f6b2856f305e39c38eed8f
       uri: huggingface://moondream/moondream2-gguf/moondream2-mmproj-f16.gguf
-- &llava
-  ### START LLaVa
+- &llava ### START LLaVa
   url: "github:mudler/LocalAI/gallery/llava.yaml@master"
   license: apache-2.0
   description: |
@@ -9688,8 +9702,7 @@
     - filename: Freyja-v4.95-maldv-7b-NON-FICTION.i1-Q4_K_M.gguf
       sha256: cdc0f4de6df2ba120835fbd25c2a0ae2af8548f46d2c40c7a018c51c3d19e0c0
       uri: huggingface://mradermacher/Freyja-v4.95-maldv-7b-NON-FICTION-i1-GGUF/Freyja-v4.95-maldv-7b-NON-FICTION.i1-Q4_K_M.gguf
-- &chatml
-  ### ChatML
+- &chatml ### ChatML
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
   name: "una-thepitbull-21.4b-v2"
   license: afl-3.0
@@ -9975,8 +9988,7 @@
     - filename: Triangulum-10B.Q4_K_M.gguf
       sha256: dd071f99edf6b166044bf229cdeec19419c4c348e3fc3d6587cfcc55e6fb85fa
       uri: huggingface://mradermacher/Triangulum-10B-GGUF/Triangulum-10B.Q4_K_M.gguf
-- &command-R
-  ### START Command-r
+- &command-R ### START Command-r
   url: "github:mudler/LocalAI/gallery/command-r.yaml@master"
   name: "command-r-v01:q1_s"
   license: "cc-by-nc-4.0"
@@ -10031,8 +10043,7 @@
     - filename: "aya-23-35B-Q4_K_M.gguf"
       sha256: "57824768c1a945e21e028c8e9a29b39adb4838d489f5865c82601ab9ad98065d"
       uri: "huggingface://bartowski/aya-23-35B-GGUF/aya-23-35B-Q4_K_M.gguf"
-- &phi-2-chat
-  ### START Phi-2
+- &phi-2-chat ### START Phi-2
   url: "github:mudler/LocalAI/gallery/phi-2-chat.yaml@master"
   license: mit
   description: |
@@ -10154,8 +10165,7 @@
     - filename: internlm3-8b-instruct-Q4_K_M.gguf
       uri: huggingface://bartowski/internlm3-8b-instruct-GGUF/internlm3-8b-instruct-Q4_K_M.gguf
       sha256: 2a9644687318e8659c9cf9b40730d5cc2f5af06f786a50439c7c51359b23896e
-- &phi-3
-  ### START Phi-3
+- &phi-3 ### START Phi-3
   url: "github:mudler/LocalAI/gallery/phi-3-chat.yaml@master"
   name: "phi-3-mini-4k-instruct"
   icon: https://avatars.githubusercontent.com/u/6154722
@@ -10355,8 +10365,7 @@
     - filename: Phi-3.5-MoE-instruct-Q4_K_M.gguf
       sha256: 43e91bb720869bd8a92d8eb86bc3c74a52c49cf61642ca709b3d7bb89644df36
       uri: huggingface://bartowski/Phi-3.5-MoE-instruct-GGUF/Phi-3.5-MoE-instruct-Q4_K_M.gguf
-- &hermes-2-pro-mistral
-  ### START Hermes
+- &hermes-2-pro-mistral ### START Hermes
   url: "github:mudler/LocalAI/gallery/hermes-2-pro-mistral.yaml@master"
   name: "hermes-2-pro-mistral"
   icon: https://cdn-uploads.huggingface.co/production/uploads/6317aade83d8d2fd903192d9/ggO2sBDJ8Bhc6w-zwTx5j.png
@@ -10692,8 +10701,7 @@
     - filename: "galatolo-Q4_K.gguf"
       sha256: "ca0cfd5a9ad40dc16416aa3a277015d0299b62c0803b67f5709580042202c172"
       uri: "huggingface://galatolo/cerbero-7b-gguf/ggml-model-Q4_K.gguf"
-- &codellama
-  ### START Codellama
+- &codellama ### START Codellama
   url: "github:mudler/LocalAI/gallery/codellama.yaml@master"
   name: "codellama-7b"
   license: llama2
@@ -10824,8 +10832,7 @@
     - filename: "llm-compiler-7b-ftd.Q4_K.gguf"
       uri: "huggingface://legraphista/llm-compiler-7b-ftd-IMat-GGUF/llm-compiler-7b-ftd.Q4_K.gguf"
       sha256: d862dd18ed335413787d0ad196522a9902a3c10a6456afdab8721822cb0ddde8
-- &openvino
-  ### START OpenVINO
+- &openvino ### START OpenVINO
   url: "github:mudler/LocalAI/gallery/openvino.yaml@master"
   name: "openvino-llama-3-8b-instruct-ov-int8"
   license: llama3
@@ -10939,8 +10946,7 @@
     - gpu
     - embedding
     - cpu
-- &sentencentransformers
-  ### START Embeddings
+- &sentencentransformers ### START Embeddings
   description: |
     This framework provides an easy method to compute dense vector representations for sentences, paragraphs, and images. The models are based on transformer networks like BERT / RoBERTa / XLM-RoBERTa etc. and achieve state-of-the-art performance in various tasks. Text is embedded in vector space such that similar text are closer and can efficiently be found using cosine similarity.
   urls:
@@ -10955,8 +10961,7 @@
   overrides:
     parameters:
       model: all-MiniLM-L6-v2
-- &dreamshaper
-  ### START Image generation
+- &dreamshaper ### START Image generation
   name: dreamshaper
   icon: https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/dd9b038c-bd15-43ab-86ab-66e145ad7ff2/width=450/26072158-132340247-8k%20portrait%20of%20beautiful%20cyborg%20with%20brown%20hair,%20intricate,%20elegant,%20highly%20detailed,%20majestic,%20digital%20photography,%20art%20by%20artg_ed.jpeg
   license: other
@@ -11068,8 +11073,7 @@
     - filename: t5xxl_fp16.safetensors
       sha256: 6e480b09fae049a72d2a8c5fbccb8d3e92febeb233bbe9dfe7256958a9167635
       uri: https://huggingface.co/comfyanonymous/flux_text_encoders/resolve/main/t5xxl_fp16.safetensors
-- &whisper
-  ## Whisper
+- &whisper ## Whisper
   url: "github:mudler/LocalAI/gallery/whisper-base.yaml@master"
   name: "whisper-1"
   license: "MIT"
@@ -11249,8 +11253,7 @@
   description: |
     Stable Diffusion in NCNN with c++, supported txt2img and img2img
   name: stablediffusion-cpp
-- &piper
-  ## Piper TTS
+- &piper ## Piper TTS
   url: github:mudler/LocalAI/gallery/piper.yaml@master
   name: voice-en-us-kathleen-low
   icon: https://github.com/rhasspy/piper/raw/master/etc/logo.png

From 83a8d90c52816832bd3362d6455501d479ce16ab Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 20 Jan 2025 10:50:29 +0100
Subject: [PATCH 061/679] chore(model gallery): add l3.3-70b-magnum-v4-se
 (#4642)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 16 ++++++++++++++++
 1 file changed, 16 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 0397bd75..d10cd32e 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -419,6 +419,22 @@
     - filename: L3.3-MS-Nevoria-70b-Q4_K_M.gguf
       sha256: e8b0763f263089a19d4b112b7ed5085cc5f1ed9ca49c5085baa8d51f4ded1f94
       uri: huggingface://bartowski/L3.3-MS-Nevoria-70b-GGUF/L3.3-MS-Nevoria-70b-Q4_K_M.gguf
+- !!merge <<: *llama33
+  name: "l3.3-70b-magnum-v4-se"
+  urls:
+    - https://huggingface.co/Doctor-Shotgun/L3.3-70B-Magnum-v4-SE
+    - https://huggingface.co/bartowski/L3.3-70B-Magnum-v4-SE-GGUF
+  description: |
+    The Magnum v4 series is complete, but here's something a little extra I wanted to tack on as I wasn't entirely satisfied with the results of v4 72B. "SE" for Special Edition - this model is finetuned from meta-llama/Llama-3.3-70B-Instruct as an rsLoRA adapter. The dataset is a slightly revised variant of the v4 data with some elements of the v2 data re-introduced.
+
+    The objective, as with the other Magnum models, is to emulate the prose style and quality of the Claude 3 Sonnet/Opus series of models on a local scale, so don't be surprised to see "Claude-isms" in its output.
+  overrides:
+    parameters:
+      model: L3.3-70B-Magnum-v4-SE-Q4_K_M.gguf
+  files:
+    - filename: L3.3-70B-Magnum-v4-SE-Q4_K_M.gguf
+      sha256: 9724a6364a42caa3d5a1687258eb329c9af6cbb2ce01c8dd556c1a222a2e0352
+      uri: huggingface://bartowski/L3.3-70B-Magnum-v4-SE-GGUF/L3.3-70B-Magnum-v4-SE-Q4_K_M.gguf
 - &rwkv
   url: "github:mudler/LocalAI/gallery/rwkv.yaml@master"
   name: "rwkv-6-world-7b"

From aeb1dca52ef940ec23f3ffddc7af2cc9afac69a7 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 20 Jan 2025 11:03:35 +0100
Subject: [PATCH 062/679] chore(model gallery): add l3.3-prikol-70b-v0.2
 (#4643)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 21 +++++++++++++++++++++
 1 file changed, 21 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index d10cd32e..679ab002 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -435,6 +435,27 @@
     - filename: L3.3-70B-Magnum-v4-SE-Q4_K_M.gguf
       sha256: 9724a6364a42caa3d5a1687258eb329c9af6cbb2ce01c8dd556c1a222a2e0352
       uri: huggingface://bartowski/L3.3-70B-Magnum-v4-SE-GGUF/L3.3-70B-Magnum-v4-SE-Q4_K_M.gguf
+- !!merge <<: *llama33
+  name: "l3.3-prikol-70b-v0.2"
+  icon: https://files.catbox.moe/x9t3zo.png
+  urls:
+    - https://huggingface.co/Nohobby/L3.3-Prikol-70B-v0.2
+    - https://huggingface.co/bartowski/L3.3-Prikol-70B-v0.2-GGUF
+  description: |
+    A merge of some Llama 3.3 models because um uh yeah
+
+    Went extra schizo on the recipe, hoping for an extra fun result, and... Well, I guess it's an overall improvement over the previous revision. It's a tiny bit smarter, has even more distinct swipes and nice dialogues, but for some reason it's damn sloppy.
+
+    I've published the second step of this merge as a separate model, and I'd say the results are more interesting, but not as usable as this one. https://huggingface.co/Nohobby/AbominationSnowPig
+
+    Prompt format: Llama3 OR Llama3 Context and ChatML Instruct. It actually works a bit better this way
+  overrides:
+    parameters:
+      model: L3.3-Prikol-70B-v0.2-Q4_K_M.gguf
+  files:
+    - filename: L3.3-Prikol-70B-v0.2-Q4_K_M.gguf
+      sha256: fc0ff514efbc0b67981c2bf1423d5a2e1b8801e4266ba0c653ea148414fe5ffc
+      uri: huggingface://bartowski/L3.3-Prikol-70B-v0.2-GGUF/L3.3-Prikol-70B-v0.2-Q4_K_M.gguf
 - &rwkv
   url: "github:mudler/LocalAI/gallery/rwkv.yaml@master"
   name: "rwkv-6-world-7b"

From a396040886fb5e2e13dee72811605956c7506ebc Mon Sep 17 00:00:00 2001
From: Gianluca Boiano <491117+M0Rf30@users.noreply.github.com>
Date: Mon, 20 Jan 2025 16:13:19 +0100
Subject: [PATCH 063/679] chore(model gallery): remove dead icons and update
 LLAVA and DeepSeek ones (#4645)

* chore(model gallery): update icons and add LLAVA ones

Signed-off-by: Gianluca Boiano <morf3089@gmail.com>

* chore(model gallery): fix all complains related to yamllint

Signed-off-by: Gianluca Boiano <morf3089@gmail.com>

---------

Signed-off-by: Gianluca Boiano <morf3089@gmail.com>
---
 gallery/index.yaml | 69 +++++++++++++++++++++-------------------------
 1 file changed, 31 insertions(+), 38 deletions(-)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 679ab002..30687062 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -819,7 +819,7 @@
     - filename: salamandra-7b-instruct.Q4_K_M-f32.gguf
       sha256: bac8e8c1d1d9d53cbdb148b8ff9ad378ddb392429207099e85b5aae3a43bff3d
       uri: huggingface://cstr/salamandra-7b-instruct-GGUF/salamandra-7b-instruct.Q4_K_M-f32.gguf
-- &llama32 ## llama3.2
+- &llama32  ## llama3.2
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master"
   icon: https://avatars.githubusercontent.com/u/153379578
   license: llama3.2
@@ -1354,7 +1354,7 @@
     - filename: FineMath-Llama-3B-Q4_K_M.gguf
       sha256: 16c73b5cf2a417a7e1608bcc9469f1461fc3e759ce04a3a337f48df977dc158c
       uri: huggingface://bartowski/FineMath-Llama-3B-GGUF/FineMath-Llama-3B-Q4_K_M.gguf
-- &qwen25 ## Qwen2.5
+- &qwen25  ## Qwen2.5
   name: "qwen2.5-14b-instruct"
   icon: https://avatars.githubusercontent.com/u/141221163
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
@@ -2181,7 +2181,6 @@
       sha256: 42cf7a96784dc8f25c61c2404620c3e6548a024caa8dff6e435d7c86400d7ab8
       uri: huggingface://mradermacher/Qwen2.5-7B-nerd-uncensored-v1.7-GGUF/Qwen2.5-7B-nerd-uncensored-v1.7.Q4_K_M.gguf
 - !!merge <<: *qwen25
-  icon: https://i.imgur.com/OxX2Usi.png
   name: "evathene-v1.0"
   urls:
     - https://huggingface.co/sophosympatheia/Evathene-v1.0
@@ -2540,7 +2539,6 @@
       sha256: 91907f29746625a62885793475956220b81d8a5a34b53686a1acd1d03fd403ea
       uri: huggingface://bartowski/72B-Qwen2.5-Kunou-v1-GGUF/72B-Qwen2.5-Kunou-v1-Q4_K_M.gguf
 - !!merge <<: *qwen25
-  icon: https://i.imgur.com/OxX2Usi.png
   name: "evathene-v1.3"
   urls:
     - https://huggingface.co/sophosympatheia/Evathene-v1.3
@@ -3276,7 +3274,7 @@
     - filename: DRT-o1-14B-Q4_K_M.gguf
       sha256: 9619ca984cf4ce8e4f69bcde831de17b2ce05dd89536e3130608877521e3d328
       uri: huggingface://bartowski/DRT-o1-14B-GGUF/DRT-o1-14B-Q4_K_M.gguf
-- &smollm ## SmolLM
+- &smollm  ## SmolLM
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
   name: "smollm-1.7b-instruct"
   icon: https://huggingface.co/datasets/HuggingFaceTB/images/resolve/main/banner_smol.png
@@ -3334,7 +3332,7 @@
     - filename: Vikhr-Qwen-2.5-1.5B-Instruct.Q4_K_M.gguf
       sha256: eaeac314e30b461413bc1cc819cdc0cd6a79265711fd0b8268702960a082c7bd
       uri: huggingface://QuantFactory/Vikhr-Qwen-2.5-1.5B-Instruct-GGUF/Vikhr-Qwen-2.5-1.5B-Instruct.Q4_K_M.gguf
-- &llama31 ## LLama3.1
+- &llama31  ## LLama3.1
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master"
   icon: https://avatars.githubusercontent.com/u/153379578
   name: "meta-llama-3.1-8b-instruct"
@@ -4485,7 +4483,6 @@
       sha256: 27b10c3ca4507e8bf7d305d60e5313b54ef5fffdb43a03f36223d19d906e39f3
       uri: huggingface://mradermacher/L3.1-70Blivion-v0.1-rc1-70B-i1-GGUF/L3.1-70Blivion-v0.1-rc1-70B.i1-Q4_K_M.gguf
 - !!merge <<: *llama31
-  icon: https://i.imgur.com/sdN0Aqg.jpeg
   name: "llama-3.1-hawkish-8b"
   urls:
     - https://huggingface.co/mukaj/Llama-3.1-Hawkish-8B
@@ -5222,10 +5219,10 @@
     - filename: Dolphin3.0-Llama3.1-8B-Q4_K_M.gguf
       sha256: 268390e07edd407ad93ea21a868b7ae995b5950e01cad0db9e1802ae5049d405
       uri: huggingface://bartowski/Dolphin3.0-Llama3.1-8B-GGUF/Dolphin3.0-Llama3.1-8B-Q4_K_M.gguf
-- &deepseek ## Deepseek
+- &deepseek  ## Deepseek
   url: "github:mudler/LocalAI/gallery/deepseek.yaml@master"
   name: "deepseek-coder-v2-lite-instruct"
-  icon: "https://github.com/deepseek-ai/DeepSeek-V2/blob/main/figures/logo.svg?raw=true"
+  icon: "https://avatars.githubusercontent.com/u/148330874"
   license: deepseek
   description: |
     DeepSeek-Coder-V2, an open-source Mixture-of-Experts (MoE) code language model that achieves performance comparable to GPT4-Turbo in code-specific tasks. Specifically, DeepSeek-Coder-V2 is further pre-trained from DeepSeek-Coder-V2-Base with 6 trillion tokens sourced from a high-quality and multi-source corpus. Through this continued pre-training, DeepSeek-Coder-V2 substantially enhances the coding and mathematical reasoning capabilities of DeepSeek-Coder-V2-Base, while maintaining comparable performance in general language tasks. Compared to DeepSeek-Coder, DeepSeek-Coder-V2 demonstrates significant advancements in various aspects of code-related tasks, as well as reasoning and general capabilities. Additionally, DeepSeek-Coder-V2 expands its support for programming languages from 86 to 338, while extending the context length from 16K to 128K.
@@ -5287,7 +5284,7 @@
     - filename: archangel_sft_pythia2-8b.Q4_K_M.gguf
       sha256: a47782c55ef2b39b19644213720a599d9849511a73c9ebb0c1de749383c0a0f8
       uri: huggingface://RichardErkhov/ContextualAI_-_archangel_sft_pythia2-8b-gguf/archangel_sft_pythia2-8b.Q4_K_M.gguf
-- &qwen2 ## Start QWEN2
+- &qwen2  ## Start QWEN2
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
   name: "qwen2-7b-instruct"
   icon: https://avatars.githubusercontent.com/u/141221163
@@ -5647,7 +5644,7 @@
     - filename: minicpm-v-2_6-mmproj-f16.gguf
       sha256: f8a805e9e62085805c69c427287acefc284932eb4abfe6e1b1ce431d27e2f4e0
       uri: huggingface://openbmb/MiniCPM-V-2_6-gguf/mmproj-model-f16.gguf
-- &mistral03 ## START Mistral
+- &mistral03  ## START Mistral
   url: "github:mudler/LocalAI/gallery/mistral-0.3.yaml@master"
   name: "mistral-7b-instruct-v0.3"
   icon: https://cdn-avatars.huggingface.co/v1/production/uploads/62dac1c7a8ead43d20e3e17a/wrLf5yaGC6ng4XME70w6Z.png
@@ -6155,7 +6152,6 @@
 - !!merge <<: *mistral03
   name: "mn-12b-mag-mell-r1-iq-arm-imatrix"
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
-  icon: "https://i.imgur.com/wjyAaTO.png"
   urls:
     - https://huggingface.co/inflatebot/MN-12B-Mag-Mell-R1
     - https://huggingface.co/Lewdiculous/MN-12B-Mag-Mell-R1-GGUF-IQ-ARM-Imatrix
@@ -6280,7 +6276,7 @@
     - filename: Wayfarer-12B-Q4_K_M.gguf
       sha256: 6cd9f290c820c64854fcdcfd312b066447acc2f63abe2e2e71af9bc4f1946c08
       uri: huggingface://bartowski/Wayfarer-12B-GGUF/Wayfarer-12B-Q4_K_M.gguf
-- &mudler ### START mudler's LocalAI specific-models
+- &mudler  ### START mudler's LocalAI specific-models
   url: "github:mudler/LocalAI/gallery/mudler.yaml@master"
   name: "LocalAI-llama3-8b-function-call-v0.2"
   icon: "https://cdn-uploads.huggingface.co/production/uploads/647374aa7ff32a81ac6d35d4/us5JKi9z046p8K-cn_M0w.webp"
@@ -6325,7 +6321,7 @@
     - filename: Mirai-Nova-Llama3-LocalAI-8B-v0.1-q4_k_m.bin
       sha256: 579cbb229f9c11d0330759ff4733102d2491615a4c61289e26c09d1b3a583fec
       uri: huggingface://mudler/Mirai-Nova-Llama3-LocalAI-8B-v0.1-GGUF/Mirai-Nova-Llama3-LocalAI-8B-v0.1-q4_k_m.bin
-- &parler-tts ### START parler-tts
+- &parler-tts  ### START parler-tts
   url: "github:mudler/LocalAI/gallery/parler-tts.yaml@master"
   name: parler-tts-mini-v0.1
   overrides:
@@ -6342,7 +6338,7 @@
     - cpu
     - text-to-speech
     - python
-- &rerankers ### START rerankers
+- &rerankers  ### START rerankers
   url: "github:mudler/LocalAI/gallery/rerankers.yaml@master"
   name: cross-encoder
   parameters:
@@ -7265,10 +7261,9 @@
   name: "l3-8b-stheno-v3.1"
   urls:
     - https://huggingface.co/Sao10K/L3-8B-Stheno-v3.1
-  icon: https://w.forfun.com/fetch/cb/cba2205390e517bea1ea60ca0b491af4.jpeg
   description: |
     - A model made for 1-on-1 Roleplay ideally, but one that is able to handle scenarios, RPGs and storywriting fine.
-    - Uncensored during actual roleplay scenarios. # I do not care for zero-shot prompting like what some people do. It is uncensored enough in actual usecases.
+    - Uncensored during actual roleplay scenarios.  # I do not care for zero-shot prompting like what some people do. It is uncensored enough in actual usecases.
     - I quite like the prose and style for this model.
   overrides:
     parameters:
@@ -8059,7 +8054,6 @@
   urls:
     - https://huggingface.co/bartowski/New-Dawn-Llama-3-70B-32K-v1.0-GGUF
     - https://huggingface.co/sophosympatheia/New-Dawn-Llama-3-70B-32K-v1.0
-  icon: https://imgur.com/tKzncGo.png
   description: |
     This model is a multi-level SLERP merge of several Llama 3 70B variants. See the merge recipe below for details. I extended the context window for this model out to 32K by snagging some layers from abacusai/Smaug-Llama-3-70B-Instruct-32K using a technique similar to what I used for Midnight Miqu, which was further honed by jukofyork.
     This model is uncensored. You are responsible for whatever you do with it.
@@ -8411,7 +8405,8 @@
     - filename: dolphin-2.9.2-Phi-3-Medium-abliterated-Q4_K_M.gguf
       sha256: 566331c2efe87725310aacb709ca15088a0063fa0ddc14a345bf20d69982156b
       uri: huggingface://bartowski/dolphin-2.9.2-Phi-3-Medium-abliterated-GGUF/dolphin-2.9.2-Phi-3-Medium-abliterated-Q4_K_M.gguf
-- url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
+- !!merge <<: *llama3
+  url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
   name: "llama-3-8b-instruct-dpo-v0.3-32k"
   license: llama3
   urls:
@@ -8595,7 +8590,7 @@
     - filename: Copus-2x8B.i1-Q4_K_M.gguf
       sha256: 685da1ba49e203e8f491105585143d76044286d4b4687bed37d325f6b55501e5
       uri: huggingface://mradermacher/Copus-2x8B-i1-GGUF/Copus-2x8B.i1-Q4_K_M.gguf
-- &yi-chat ### Start Yi
+- &yi-chat  ### Start Yi
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
   icon: "https://github.com/01-ai/Yi/raw/main/assets/img/Yi_logo_icon_light.svg"
   name: "yi-1.5-9b-chat"
@@ -8806,7 +8801,7 @@
     - filename: Fimbulvetr-11B-v2-Q4_K_M-imat.gguf
       sha256: 3f309b59508342536a70edd6c4be6cf4f2cb97f2e32cbc79ad2ab3f4c02933a4
       uri: huggingface://Lewdiculous/Fimbulvetr-11B-v2-GGUF-IQ-Imatrix/Fimbulvetr-11B-v2-Q4_K_M-imat.gguf
-- &noromaid ### Start noromaid
+- &noromaid  ### Start noromaid
   url: "github:mudler/LocalAI/gallery/noromaid.yaml@master"
   name: "noromaid-13b-0.4-DPO"
   icon: https://cdn-uploads.huggingface.co/production/uploads/630dfb008df86f1e5becadc3/VKX2Z2yjZX5J8kXzgeCYO.png
@@ -8826,7 +8821,7 @@
     - filename: Noromaid-13B-0.4-DPO.q4_k_m.gguf
       sha256: cb28e878d034fae3d0b43326c5fc1cfb4ab583b17c56e41d6ce023caec03c1c1
       uri: huggingface://NeverSleep/Noromaid-13B-0.4-DPO-GGUF/Noromaid-13B-0.4-DPO.q4_k_m.gguf
-- &wizardlm2 ### START Vicuna based
+- &wizardlm2  ### START Vicuna based
   url: "github:mudler/LocalAI/gallery/wizardlm2.yaml@master"
   name: "wizardlm2-7b"
   description: |
@@ -8881,7 +8876,9 @@
     - filename: moondream2-mmproj-f16.gguf
       sha256: 4cc1cb3660d87ff56432ebeb7884ad35d67c48c7b9f6b2856f305e39c38eed8f
       uri: huggingface://moondream/moondream2-gguf/moondream2-mmproj-f16.gguf
-- &llava ### START LLaVa
+- &llava  ### START LLaVa
+  name: "llava-1.6-vicuna"
+  icon: https://github.com/lobehub/lobe-icons/raw/master/packages/static-png/dark/llava-color.png
   url: "github:mudler/LocalAI/gallery/llava.yaml@master"
   license: apache-2.0
   description: |
@@ -8895,7 +8892,6 @@
     - gpu
     - llama2
     - cpu
-  name: "llava-1.6-vicuna"
   overrides:
     mmproj: mmproj-vicuna7b-f16.gguf
     parameters:
@@ -9363,7 +9359,6 @@
     June 18, 2024 Update, After extensive testing of the intermediate checkpoints, significant progress has been made.
     The model is slowly — I mean, really slowly — unlearning its alignment. By significantly lowering the learning rate, I was able to visibly observe deep behavioral changes, this process is taking longer than anticipated, but it's going to be worth it. Estimated time to completion: 4 more days.. I'm pleased to report that in several tests, the model not only maintained its intelligence but actually showed a slight improvement, especially in terms of common sense. An intermediate checkpoint of this model was used to create invisietch/EtherealRainbow-v0.3-rc7, with promising results. Currently, it seems like I'm on the right track. I hope this model will serve as a solid foundation for further merges, whether for role-playing (RP) or for uncensoring. This approach also allows us to save on actual fine-tuning, thereby reducing our carbon footprint. The merge process takes just a few minutes of CPU time, instead of days of GPU work.
     June 20, 2024 Update, Unaligning was partially successful, and the results are decent, but I am not fully satisfied. I decided to bite the bullet, and do a full finetune, god have mercy on my GPUs. I am also releasing the intermediate checkpoint of this model.
-  icon: https://i.imgur.com/Kpk1PgZ.png
   overrides:
     parameters:
       model: LLAMA-3_8B_Unaligned_Alpha-Q4_K_M.gguf
@@ -9389,7 +9384,6 @@
       uri: huggingface://bartowski/L3-8B-Lunaris-v1-GGUF/L3-8B-Lunaris-v1-Q4_K_M.gguf
 - !!merge <<: *llama3
   name: "llama-3_8b_unaligned_alpha_rp_soup-i1"
-  icon: https://i.imgur.com/pXcjpoV.png
   urls:
     - https://huggingface.co/SicariusSicariiStuff/LLAMA-3_8B_Unaligned_Alpha_RP_Soup
     - https://huggingface.co/mradermacher/LLAMA-3_8B_Unaligned_Alpha_RP_Soup-i1-GGUF
@@ -9739,7 +9733,7 @@
     - filename: Freyja-v4.95-maldv-7b-NON-FICTION.i1-Q4_K_M.gguf
       sha256: cdc0f4de6df2ba120835fbd25c2a0ae2af8548f46d2c40c7a018c51c3d19e0c0
       uri: huggingface://mradermacher/Freyja-v4.95-maldv-7b-NON-FICTION-i1-GGUF/Freyja-v4.95-maldv-7b-NON-FICTION.i1-Q4_K_M.gguf
-- &chatml ### ChatML
+- &chatml  ### ChatML
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
   name: "una-thepitbull-21.4b-v2"
   license: afl-3.0
@@ -9787,7 +9781,6 @@
       sha256: 9c90f3a65332a03a6cbb563eee19c7586d9544f646ff9f33f7f1904b3d415ae2
       uri: huggingface://nold/HelpingAI-9B-GGUF/HelpingAI-9B_Q4_K_M.gguf
 - url: "github:mudler/LocalAI/gallery/chatml-hercules.yaml@master"
-  icon: "https://tse3.mm.bing.net/th/id/OIG1.vnrl3xpEcypR3McLW63q?pid=ImgGn"
   urls:
     - https://huggingface.co/Locutusque/Llama-3-Hercules-5.0-8B
     - https://huggingface.co/bartowski/Llama-3-Hercules-5.0-8B-GGUF
@@ -10025,7 +10018,7 @@
     - filename: Triangulum-10B.Q4_K_M.gguf
       sha256: dd071f99edf6b166044bf229cdeec19419c4c348e3fc3d6587cfcc55e6fb85fa
       uri: huggingface://mradermacher/Triangulum-10B-GGUF/Triangulum-10B.Q4_K_M.gguf
-- &command-R ### START Command-r
+- &command-R  ### START Command-r
   url: "github:mudler/LocalAI/gallery/command-r.yaml@master"
   name: "command-r-v01:q1_s"
   license: "cc-by-nc-4.0"
@@ -10080,7 +10073,7 @@
     - filename: "aya-23-35B-Q4_K_M.gguf"
       sha256: "57824768c1a945e21e028c8e9a29b39adb4838d489f5865c82601ab9ad98065d"
       uri: "huggingface://bartowski/aya-23-35B-GGUF/aya-23-35B-Q4_K_M.gguf"
-- &phi-2-chat ### START Phi-2
+- &phi-2-chat  ### START Phi-2
   url: "github:mudler/LocalAI/gallery/phi-2-chat.yaml@master"
   license: mit
   description: |
@@ -10202,7 +10195,7 @@
     - filename: internlm3-8b-instruct-Q4_K_M.gguf
       uri: huggingface://bartowski/internlm3-8b-instruct-GGUF/internlm3-8b-instruct-Q4_K_M.gguf
       sha256: 2a9644687318e8659c9cf9b40730d5cc2f5af06f786a50439c7c51359b23896e
-- &phi-3 ### START Phi-3
+- &phi-3  ### START Phi-3
   url: "github:mudler/LocalAI/gallery/phi-3-chat.yaml@master"
   name: "phi-3-mini-4k-instruct"
   icon: https://avatars.githubusercontent.com/u/6154722
@@ -10402,7 +10395,7 @@
     - filename: Phi-3.5-MoE-instruct-Q4_K_M.gguf
       sha256: 43e91bb720869bd8a92d8eb86bc3c74a52c49cf61642ca709b3d7bb89644df36
       uri: huggingface://bartowski/Phi-3.5-MoE-instruct-GGUF/Phi-3.5-MoE-instruct-Q4_K_M.gguf
-- &hermes-2-pro-mistral ### START Hermes
+- &hermes-2-pro-mistral  ### START Hermes
   url: "github:mudler/LocalAI/gallery/hermes-2-pro-mistral.yaml@master"
   name: "hermes-2-pro-mistral"
   icon: https://cdn-uploads.huggingface.co/production/uploads/6317aade83d8d2fd903192d9/ggO2sBDJ8Bhc6w-zwTx5j.png
@@ -10738,7 +10731,7 @@
     - filename: "galatolo-Q4_K.gguf"
       sha256: "ca0cfd5a9ad40dc16416aa3a277015d0299b62c0803b67f5709580042202c172"
       uri: "huggingface://galatolo/cerbero-7b-gguf/ggml-model-Q4_K.gguf"
-- &codellama ### START Codellama
+- &codellama  ### START Codellama
   url: "github:mudler/LocalAI/gallery/codellama.yaml@master"
   name: "codellama-7b"
   license: llama2
@@ -10869,7 +10862,7 @@
     - filename: "llm-compiler-7b-ftd.Q4_K.gguf"
       uri: "huggingface://legraphista/llm-compiler-7b-ftd-IMat-GGUF/llm-compiler-7b-ftd.Q4_K.gguf"
       sha256: d862dd18ed335413787d0ad196522a9902a3c10a6456afdab8721822cb0ddde8
-- &openvino ### START OpenVINO
+- &openvino  ### START OpenVINO
   url: "github:mudler/LocalAI/gallery/openvino.yaml@master"
   name: "openvino-llama-3-8b-instruct-ov-int8"
   license: llama3
@@ -10983,7 +10976,7 @@
     - gpu
     - embedding
     - cpu
-- &sentencentransformers ### START Embeddings
+- &sentencentransformers  ### START Embeddings
   description: |
     This framework provides an easy method to compute dense vector representations for sentences, paragraphs, and images. The models are based on transformer networks like BERT / RoBERTa / XLM-RoBERTa etc. and achieve state-of-the-art performance in various tasks. Text is embedded in vector space such that similar text are closer and can efficiently be found using cosine similarity.
   urls:
@@ -10998,7 +10991,7 @@
   overrides:
     parameters:
       model: all-MiniLM-L6-v2
-- &dreamshaper ### START Image generation
+- &dreamshaper  ### START Image generation
   name: dreamshaper
   icon: https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/dd9b038c-bd15-43ab-86ab-66e145ad7ff2/width=450/26072158-132340247-8k%20portrait%20of%20beautiful%20cyborg%20with%20brown%20hair,%20intricate,%20elegant,%20highly%20detailed,%20majestic,%20digital%20photography,%20art%20by%20artg_ed.jpeg
   license: other
@@ -11110,7 +11103,7 @@
     - filename: t5xxl_fp16.safetensors
       sha256: 6e480b09fae049a72d2a8c5fbccb8d3e92febeb233bbe9dfe7256958a9167635
       uri: https://huggingface.co/comfyanonymous/flux_text_encoders/resolve/main/t5xxl_fp16.safetensors
-- &whisper ## Whisper
+- &whisper  ## Whisper
   url: "github:mudler/LocalAI/gallery/whisper-base.yaml@master"
   name: "whisper-1"
   license: "MIT"
@@ -11290,7 +11283,7 @@
   description: |
     Stable Diffusion in NCNN with c++, supported txt2img and img2img
   name: stablediffusion-cpp
-- &piper ## Piper TTS
+- &piper  ## Piper TTS
   url: github:mudler/LocalAI/gallery/piper.yaml@master
   name: voice-en-us-kathleen-low
   icon: https://github.com/rhasspy/piper/raw/master/etc/logo.png

From 2f09aa1b850535d2cb820a49c19c9159867c1f0b Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 20 Jan 2025 19:04:23 +0100
Subject: [PATCH 064/679] chore(model gallery): add sd-3.5-large-ggml (#4647)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml   | 30 ++++++++++++++++++++++++++++++
 gallery/sd-ggml.yaml | 12 ++++++++++++
 2 files changed, 42 insertions(+)
 create mode 100644 gallery/sd-ggml.yaml

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 30687062..bcb7866a 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -11028,6 +11028,36 @@
     - sd-3
     - gpu
   url: "github:mudler/LocalAI/gallery/stablediffusion3.yaml@master"
+- name: sd-3.5-large-ggml
+  license: stabilityai-ai-community
+  url: "github:mudler/LocalAI/gallery/sd-ggml.yaml@master"
+  description: |
+    Stable Diffusion 3.5 Large is a Multimodal Diffusion Transformer (MMDiT) text-to-image model that features improved performance in image quality, typography, complex prompt understanding, and resource-efficiency.
+  urls:
+    - https://huggingface.co/stabilityai/stable-diffusion-3.5-large
+    - https://huggingface.co/second-state/stable-diffusion-3.5-large-GGUF
+  tags:
+    - text-to-image
+    - flux
+    - gpu
+    - cpu
+  icon: https://huggingface.co/stabilityai/stable-diffusion-3.5-large/media/main/sd3.5_large_demo.png
+  overrides:
+    parameters:
+      model: sd3.5_large-Q4_0.gguf
+  files:
+    - filename: "sd3.5_large-Q4_0.gguf"
+      sha256: "c79ed6cdaa7decaca6b05ccc636b956b37c47de9b104c56315ca8ed086347b00"
+      uri: "huggingface://second-state/stable-diffusion-3.5-large-GGUF/sd3.5_large-Q4_0.gguf"
+    - filename: clip_g.safetensors
+      sha256: ec310df2af79c318e24d20511b601a591ca8cd4f1fce1d8dff822a356bcdb1f4
+      uri: huggingface://second-state/stable-diffusion-3.5-large-GGUF/clip_g.safetensors
+    - filename: clip_l.safetensors
+      sha256: 660c6f5b1abae9dc498ac2d21e1347d2abdb0cf6c0c0c8576cd796491d9a6cdd
+      uri: huggingface://second-state/stable-diffusion-3.5-large-GGUF/clip_l.safetensors
+    - filename: t5xxl-Q5_0.gguf
+      sha256: f4df16c641a05c4a6ca717068ba3ee312875000f6fac0efbd152915553b5fc3e
+      uri: huggingface://second-state/stable-diffusion-3.5-large-GGUF/t5xxl-Q5_0.gguf
 - &flux
   name: flux.1-dev
   license: flux-1-dev-non-commercial-license
diff --git a/gallery/sd-ggml.yaml b/gallery/sd-ggml.yaml
new file mode 100644
index 00000000..d819eba8
--- /dev/null
+++ b/gallery/sd-ggml.yaml
@@ -0,0 +1,12 @@
+---
+name: "sd-ggml"
+
+config_file: |
+    backend: stablediffusion-ggml
+    step: 25
+    cfg_scale: 4.5
+    options:
+    - "clip_l_path:clip_l.safetensors"
+    - "clip_g_path:clip_g.safetensors"
+    - "t5xxl_path:t5xxl-Q5_0.gguf"
+    - "sampler:euler"

From 14a1e02f4478cef20d723f9fa91f0645c856b7c8 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 20 Jan 2025 23:33:40 +0000
Subject: [PATCH 065/679] chore(deps): Bump docs/themes/hugo-theme-relearn from
 `80e448e` to `8dad5ee` (#4656)

chore(deps): Bump docs/themes/hugo-theme-relearn

Bumps [docs/themes/hugo-theme-relearn](https://github.com/McShelby/hugo-theme-relearn) from `80e448e` to `8dad5ee`.
- [Release notes](https://github.com/McShelby/hugo-theme-relearn/releases)
- [Commits](https://github.com/McShelby/hugo-theme-relearn/compare/80e448e5bdaa92c87ee0d0d86f1125c8606ebf5f...8dad5ee419e5bb2a0b380aa72d7a7389af4945f6)

---
updated-dependencies:
- dependency-name: docs/themes/hugo-theme-relearn
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 docs/themes/hugo-theme-relearn | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/themes/hugo-theme-relearn b/docs/themes/hugo-theme-relearn
index 80e448e5..8dad5ee4 160000
--- a/docs/themes/hugo-theme-relearn
+++ b/docs/themes/hugo-theme-relearn
@@ -1 +1 @@
-Subproject commit 80e448e5bdaa92c87ee0d0d86f1125c8606ebf5f
+Subproject commit 8dad5ee419e5bb2a0b380aa72d7a7389af4945f6

From 1a08948e63ce48dd32524cf4f7df88e6b69e639d Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Tue, 21 Jan 2025 08:37:13 +0100
Subject: [PATCH 066/679] chore: :arrow_up: Update ggerganov/llama.cpp to
 `aea8ddd5165d525a449e2fc3839db77a71f4a318` (#4657)

:arrow_up: Update ggerganov/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 7aaad492..53e5af7e 100644
--- a/Makefile
+++ b/Makefile
@@ -8,7 +8,7 @@ DETECT_LIBS?=true
 # llama.cpp versions
 GOLLAMA_REPO?=https://github.com/go-skynet/go-llama.cpp
 GOLLAMA_VERSION?=2b57a8ae43e4699d3dc5d1496a1ccd42922993be
-CPPLLAMA_VERSION?=92bc493917d43b83e592349e138b54c90b1c3ea7
+CPPLLAMA_VERSION?=aea8ddd5165d525a449e2fc3839db77a71f4a318
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From b264a91b3f24ed8b2ec4c3161a8405be4e7019ad Mon Sep 17 00:00:00 2001
From: Gianluca Boiano <491117+M0Rf30@users.noreply.github.com>
Date: Tue, 21 Jan 2025 10:37:05 +0100
Subject: [PATCH 067/679] chore(model gallery): add Deepseek-R1-Distill models
 (#4646)

* chore(model gallery): add Deepseek-R1-Distill-Llama-8b

Signed-off-by: Gianluca Boiano <morf3089@gmail.com>

* chore(model gallery): add Deepseek-R1-Distill-Qwen-1.5b

Signed-off-by: Gianluca Boiano <morf3089@gmail.com>

---------

Signed-off-by: Gianluca Boiano <morf3089@gmail.com>
---
 gallery/index.yaml | 34 ++++++++++++++++++++++++++++++++++
 1 file changed, 34 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index bcb7866a..126bd14a 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -2696,6 +2696,23 @@
     - filename: Qwentile2.5-32B-Instruct-Q4_K_M.gguf
       sha256: e476d6e3c15c78fc3f986d7ae8fa35c16116843827f2e6243c05767cef2f3615
       uri: huggingface://bartowski/Qwentile2.5-32B-Instruct-GGUF/Qwentile2.5-32B-Instruct-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "deepseek-r1-distill-qwen-1.5b"
+  icon: "https://avatars.githubusercontent.com/u/148330874"
+  urls:
+    - https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5b
+    - https://huggingface.co/unsloth/DeepSeek-R1-Distill-Qwen-1.5B-GGUF
+  description: |
+    DeepSeek-R1 is our advanced first-generation reasoning model designed to enhance performance in reasoning tasks.
+    Building on the foundation laid by its predecessor, DeepSeek-R1-Zero, which was trained using large-scale reinforcement learning (RL) without supervised fine-tuning, DeepSeek-R1 addresses the challenges faced by R1-Zero, such as endless repetition, poor readability, and language mixing.
+    By incorporating cold-start data prior to the RL phase,DeepSeek-R1 significantly improves reasoning capabilities and achieves performance levels comparable to OpenAI-o1 across a variety of domains, including mathematics, coding, and complex reasoning tasks.
+  overrides:
+    parameters:
+      model: deepseek-r1-distill-qwen-1.5b-Q4_K_M.gguf
+  files:
+    - filename: deepseek-r1-distill-qwen-1.5b-Q4_K_M.gguf
+      sha256: c2c43b6018cf7700ce0ddee8807deb1a9a26758ef878232f3a142d16df81f0fe
+      uri: huggingface://unsloth/DeepSeek-R1-Distill-Qwen-1.5B-GGUF/DeepSeek-R1-Distill-Qwen-1.5B-Q4_K_M.gguf
 - &archfunct
   license: apache-2.0
   tags:
@@ -5219,6 +5236,23 @@
     - filename: Dolphin3.0-Llama3.1-8B-Q4_K_M.gguf
       sha256: 268390e07edd407ad93ea21a868b7ae995b5950e01cad0db9e1802ae5049d405
       uri: huggingface://bartowski/Dolphin3.0-Llama3.1-8B-GGUF/Dolphin3.0-Llama3.1-8B-Q4_K_M.gguf
+- !!merge <<: *llama31
+  name: "deepseek-r1-distill-llama-8b"
+  icon: "https://avatars.githubusercontent.com/u/148330874"
+  urls:
+    - https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Llama-8B
+    - https://huggingface.co/unsloth/DeepSeek-R1-Distill-Llama-8B-GGUF
+  description: |
+    DeepSeek-R1 is our advanced first-generation reasoning model designed to enhance performance in reasoning tasks.
+    Building on the foundation laid by its predecessor, DeepSeek-R1-Zero, which was trained using large-scale reinforcement learning (RL) without supervised fine-tuning, DeepSeek-R1 addresses the challenges faced by R1-Zero, such as endless repetition, poor readability, and language mixing.
+    By incorporating cold-start data prior to the RL phase,DeepSeek-R1 significantly improves reasoning capabilities and achieves performance levels comparable to OpenAI-o1 across a variety of domains, including mathematics, coding, and complex reasoning tasks.
+  overrides:
+    parameters:
+      model: deepseek-r1-distill-llama-8b-Q4_K_M.gguf
+  files:
+    - filename: deepseek-r1-distill-llama-8b-Q4_K_M.gguf
+      sha256: f8eba201522ab44b79bc54166126bfaf836111ff4cbf2d13c59c3b57da10573b
+      uri: huggingface://unsloth/DeepSeek-R1-Distill-Llama-8B-GGUF/DeepSeek-R1-Distill-Llama-8B-Q4_K_M.gguf
 - &deepseek  ## Deepseek
   url: "github:mudler/LocalAI/gallery/deepseek.yaml@master"
   name: "deepseek-coder-v2-lite-instruct"

From 6831719e1e74f5ed0f58c40999bce9a8f4066959 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 21 Jan 2025 15:09:36 +0100
Subject: [PATCH 068/679] chore(model gallery): add deepseek-r1-distill-qwen-7b
 (#4660)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 16 ++++++++++++++++
 1 file changed, 16 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 126bd14a..c56e37b1 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -2713,6 +2713,22 @@
     - filename: deepseek-r1-distill-qwen-1.5b-Q4_K_M.gguf
       sha256: c2c43b6018cf7700ce0ddee8807deb1a9a26758ef878232f3a142d16df81f0fe
       uri: huggingface://unsloth/DeepSeek-R1-Distill-Qwen-1.5B-GGUF/DeepSeek-R1-Distill-Qwen-1.5B-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "deepseek-r1-distill-qwen-7b"
+  urls:
+    - https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-7B
+    - https://huggingface.co/bartowski/DeepSeek-R1-Distill-Qwen-7B-GGUF
+  description: |
+    DeepSeek-R1 is our advanced first-generation reasoning model designed to enhance performance in reasoning tasks.
+    Building on the foundation laid by its predecessor, DeepSeek-R1-Zero, which was trained using large-scale reinforcement learning (RL) without supervised fine-tuning, DeepSeek-R1 addresses the challenges faced by R1-Zero, such as endless repetition, poor readability, and language mixing.
+    By incorporating cold-start data prior to the RL phase,DeepSeek-R1 significantly improves reasoning capabilities and achieves performance levels comparable to OpenAI-o1 across a variety of domains, including mathematics, coding, and complex reasoning tasks.
+  overrides:
+    parameters:
+      model: DeepSeek-R1-Distill-Qwen-7B-Q4_K_M.gguf
+  files:
+    - filename: DeepSeek-R1-Distill-Qwen-7B-Q4_K_M.gguf
+      sha256: 731ece8d06dc7eda6f6572997feb9ee1258db0784827e642909d9b565641937b
+      uri: huggingface://bartowski/DeepSeek-R1-Distill-Qwen-7B-GGUF/DeepSeek-R1-Distill-Qwen-7B-Q4_K_M.gguf
 - &archfunct
   license: apache-2.0
   tags:

From e81ceff6812c43c401c110eafbcc140747266ea2 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Tue, 21 Jan 2025 23:04:29 +0100
Subject: [PATCH 069/679] chore: :arrow_up: Update ggerganov/llama.cpp to
 `6171c9d25820ccf676b243c172868819d882848f` (#4661)

:arrow_up: Update ggerganov/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 53e5af7e..44959fd3 100644
--- a/Makefile
+++ b/Makefile
@@ -8,7 +8,7 @@ DETECT_LIBS?=true
 # llama.cpp versions
 GOLLAMA_REPO?=https://github.com/go-skynet/go-llama.cpp
 GOLLAMA_VERSION?=2b57a8ae43e4699d3dc5d1496a1ccd42922993be
-CPPLLAMA_VERSION?=aea8ddd5165d525a449e2fc3839db77a71f4a318
+CPPLLAMA_VERSION?=6171c9d25820ccf676b243c172868819d882848f
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 0ec25b8b0743416a7ddd6f66f09dc1d1dd7fe07f Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Wed, 22 Jan 2025 16:37:20 +0100
Subject: [PATCH 070/679] chore(model gallery): add sd-1.5-ggml and
 sd-3.5-medium-ggml (#4664)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 58 +++++++++++++++++++++++++++++++++++++++++++++-
 1 file changed, 57 insertions(+), 1 deletion(-)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index c56e37b1..4ce19bb4 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -11078,6 +11078,62 @@
     - sd-3
     - gpu
   url: "github:mudler/LocalAI/gallery/stablediffusion3.yaml@master"
+- name: sd-1.5-ggml
+  license: creativeml-openrail-m
+  url: "github:mudler/LocalAI/gallery/sd-ggml.yaml@master"
+  description: |
+    Stable Diffusion 1.5
+  urls:
+    - https://huggingface.co/second-state/stable-diffusion-v1-5-GGUF
+  tags:
+    - text-to-image
+    - stablediffusion
+    - gpu
+    - cpu
+  overrides:
+    options:
+      - "sampler:euler"
+    parameters:
+      model: stable-diffusion-v1-5-pruned-emaonly-Q4_0.gguf
+  files:
+    - filename: "stable-diffusion-v1-5-pruned-emaonly-Q4_0.gguf"
+      sha256: "b8944e9fe0b69b36ae1b5bb0185b3a7b8ef14347fe0fa9af6c64c4829022261f"
+      uri: "huggingface://second-state/stable-diffusion-v1-5-GGUF/stable-diffusion-v1-5-pruned-emaonly-Q4_0.gguf"
+- name: sd-3.5-medium-ggml
+  license: stabilityai-ai-community
+  url: "github:mudler/LocalAI/gallery/sd-ggml.yaml@master"
+  description: |
+    Stable Diffusion 3.5 Medium is a Multimodal Diffusion Transformer (MMDiT) text-to-image model that features improved performance in image quality, typography, complex prompt understanding, and resource-efficiency.
+  urls:
+    - https://huggingface.co/stabilityai/stable-diffusion-3.5-medium
+    - https://huggingface.co/second-state/stable-diffusion-3.5-medium-GGUF
+  tags:
+    - text-to-image
+    - stablediffusion
+    - gpu
+    - cpu
+  icon: https://huggingface.co/stabilityai/stable-diffusion-3.5-medium/media/main/sd3.5_medium_demo.jpg
+  overrides:
+    options:
+      - "clip_l_path:clip_l-Q4_0.gguf"
+      - "clip_g_path:clip_g-Q4_0.gguf"
+      - "t5xxl_path:t5xxl-Q4_0.gguf"
+      - "sampler:euler"
+    parameters:
+      model: sd3.5_medium-Q4_0.gguf
+  files:
+    - filename: "sd3.5_medium-Q4_0.gguf"
+      sha256: "3bb8c5e9ab0a841117089ed4ed81d885bb85161df2a766b812f829bc55b31adf"
+      uri: "huggingface://second-state/stable-diffusion-3.5-medium-GGUF/sd3.5_medium-Q4_0.gguf"
+    - filename: clip_g-Q4_0.gguf
+      sha256: c142411147e16b7c4b9cc1f5d977cbe596104435d76fde47172d3d35c5e58bb8
+      uri: huggingface://second-state/stable-diffusion-3.5-medium-GGUF/clip_g-Q4_0.gguf
+    - filename: clip_l-Q4_0.gguf
+      sha256: f5ad88ae2ac924eb4ac0298b77afa304b5e6014fc0c4128f0e3df40fdfcc0f8a
+      uri: huggingface://second-state/stable-diffusion-3.5-medium-GGUF/clip_l-Q4_0.gguf
+    - filename: t5xxl-Q4_0.gguf
+      sha256: 987ba47c158b890c274f78fd35324419f50941e846a49789f0977e9fe9d97ab7
+      uri: huggingface://second-state/stable-diffusion-3.5-medium-GGUF/t5xxl-Q4_0.gguf
 - name: sd-3.5-large-ggml
   license: stabilityai-ai-community
   url: "github:mudler/LocalAI/gallery/sd-ggml.yaml@master"
@@ -11088,7 +11144,7 @@
     - https://huggingface.co/second-state/stable-diffusion-3.5-large-GGUF
   tags:
     - text-to-image
-    - flux
+    - stablediffusion
     - gpu
     - cpu
   icon: https://huggingface.co/stabilityai/stable-diffusion-3.5-large/media/main/sd3.5_large_demo.png

From 10675ac28e80e990832c650174efec0e0d006838 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Wed, 22 Jan 2025 18:07:30 +0100
Subject: [PATCH 071/679] Update README.md

Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 4d415d16..78267e04 100644
--- a/README.md
+++ b/README.md
@@ -39,7 +39,7 @@
 </p>
 
 <p align="center">
-<a href="https://trendshift.io/repositories/1484" target="_blank"><img src="https://trendshift.io/api/badge/repositories/1484" alt="go-skynet%2FLocalAI | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>
+<a href="https://trendshift.io/repositories/5539" target="_blank"><img src="https://trendshift.io/api/badge/repositories/5539" alt="mudler%2FLocalAI | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>
 </p>
 
 > :bulb: Get help - [❓FAQ](https://localai.io/faq/) [💭Discussions](https://github.com/go-skynet/LocalAI/discussions) [:speech_balloon: Discord](https://discord.gg/uJAeKSAGDy) [:book: Documentation website](https://localai.io/)

From e15d29aba2982d07cb2bfec9267c076d73eab2b5 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Wed, 22 Jan 2025 19:34:16 +0100
Subject: [PATCH 072/679] chore(stablediffusion-ncn): drop in favor of ggml
 implementation (#4652)

* chore(stablediffusion-ncn): drop in favor of ggml implementation

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* chore(ci): drop stablediffusion build

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* chore(tests): add

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* chore(tests): try to fixup current tests

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Try to fix tests

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Tests improvements

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* chore(tests): use quality to specify step

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* chore(tests): switch to sd-1.5

also increase prep time for downloading models

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 .devcontainer/docker-compose-devcontainer.yml |  2 +-
 .env                                          |  6 +-
 .github/workflows/release.yaml                | 35 +----------
 .github/workflows/test.yml                    |  6 +-
 .vscode/launch.json                           |  2 +-
 Dockerfile                                    | 38 +-----------
 Makefile                                      | 36 +----------
 aio/cpu/image-gen.yaml                        | 59 +++---------------
 backend/go/image/stablediffusion/main.go      | 21 -------
 .../image/stablediffusion/stablediffusion.go  | 33 ----------
 core/config/backend_config.go                 |  2 +-
 core/config/config_test.go                    | 61 +++++++++++++++++++
 core/http/app_test.go                         | 17 +++---
 core/http/endpoints/openai/image.go           |  6 +-
 core/http/endpoints/openai/request.go         |  9 +++
 core/schema/openai.go                         |  5 +-
 pkg/model/initializers.go                     |  9 +--
 pkg/stablediffusion/generate.go               | 35 -----------
 pkg/stablediffusion/generate_unsupported.go   | 10 ---
 pkg/stablediffusion/stablediffusion.go        | 20 ------
 tests/e2e-aio/e2e_suite_test.go               |  2 +-
 tests/e2e-aio/e2e_test.go                     | 11 ++--
 22 files changed, 123 insertions(+), 302 deletions(-)
 delete mode 100644 backend/go/image/stablediffusion/main.go
 delete mode 100644 backend/go/image/stablediffusion/stablediffusion.go
 delete mode 100644 pkg/stablediffusion/generate.go
 delete mode 100644 pkg/stablediffusion/generate_unsupported.go
 delete mode 100644 pkg/stablediffusion/stablediffusion.go

diff --git a/.devcontainer/docker-compose-devcontainer.yml b/.devcontainer/docker-compose-devcontainer.yml
index 8795d64d..7ef22099 100644
--- a/.devcontainer/docker-compose-devcontainer.yml
+++ b/.devcontainer/docker-compose-devcontainer.yml
@@ -7,7 +7,7 @@ services:
       args:
       - FFMPEG=true
       - IMAGE_TYPE=extras
-      - GO_TAGS=stablediffusion p2p tts
+      - GO_TAGS=p2p tts
     env_file:
       - ../.env
     ports:
diff --git a/.env b/.env
index e92f7f3b..ee8db74e 100644
--- a/.env
+++ b/.env
@@ -38,12 +38,12 @@
 ## Uncomment and set to true to enable rebuilding from source
 # REBUILD=true
 
-## Enable go tags, available: stablediffusion, tts
-## stablediffusion: image generation with stablediffusion
+## Enable go tags, available: p2p, tts
+## p2p: enable distributed inferencing
 ## tts: enables text-to-speech with go-piper 
 ## (requires REBUILD=true)
 #
-# GO_TAGS=stablediffusion
+# GO_TAGS=p2p
 
 ## Path where to store generated images
 # LOCALAI_IMAGE_PATH=/tmp/generated/images
diff --git a/.github/workflows/release.yaml b/.github/workflows/release.yaml
index 47a69b0f..e133ecb6 100644
--- a/.github/workflows/release.yaml
+++ b/.github/workflows/release.yaml
@@ -237,40 +237,7 @@ jobs:
           detached: true
           connect-timeout-seconds: 180
           limit-access-to-actor: true
-  build-stablediffusion:
-    runs-on: ubuntu-latest
-    steps:
-      - name: Clone
-        uses: actions/checkout@v4
-        with:
-          submodules: true
-      - uses: actions/setup-go@v5
-        with:
-          go-version: '1.21.x'
-          cache: false
-      - name: Dependencies
-        run: |
-          sudo apt-get update
-          sudo apt-get install -y --no-install-recommends libopencv-dev protobuf-compiler ccache upx-ucl
-          go install google.golang.org/grpc/cmd/protoc-gen-go-grpc@1958fcbe2ca8bd93af633f11e97d44e567e945af
-          go install google.golang.org/protobuf/cmd/protoc-gen-go@v1.34.2
-      - name: Build stablediffusion
-        run: |
-          export PATH=$PATH:$GOPATH/bin
-          make backend-assets/grpc/stablediffusion
-          mkdir -p release && cp backend-assets/grpc/stablediffusion release
-        env:
-          GO_TAGS: stablediffusion
-      - uses: actions/upload-artifact@v4
-        with:
-          name: stablediffusion
-          path: release/
-      - name: Release
-        uses: softprops/action-gh-release@v2
-        if: startsWith(github.ref, 'refs/tags/')
-        with:
-          files: |
-            release/*
+
 
   build-macOS-x86_64:
     runs-on: macos-13
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 0ee93afa..444c89fb 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -105,9 +105,7 @@ jobs:
           # Pre-build piper before we start tests in order to have shared libraries in place
           make sources/go-piper && \
           GO_TAGS="tts" make -C sources/go-piper piper.o && \
-          sudo cp -rfv sources/go-piper/piper-phonemize/pi/lib/. /usr/lib/ && \
-          # Pre-build stable diffusion before we install a newer version of abseil (not compatible with stablediffusion-ncn)
-          PATH="$PATH:/root/go/bin" GO_TAGS="stablediffusion tts" GRPC_BACKENDS=backend-assets/grpc/stablediffusion make build
+          sudo cp -rfv sources/go-piper/piper-phonemize/pi/lib/. /usr/lib/
         env:
           CUDA_VERSION: 12-4
       - name: Cache grpc
@@ -129,7 +127,7 @@ jobs:
           cd grpc && cd cmake/build && sudo make --jobs 5 install
       - name: Test
         run: |
-          PATH="$PATH:/root/go/bin" GO_TAGS="stablediffusion tts" make --jobs 5 --output-sync=target test
+          PATH="$PATH:/root/go/bin" GO_TAGS="tts" make --jobs 5 --output-sync=target test
       - name: Setup tmate session if tests fail
         if: ${{ failure() }}
         uses: mxschmitt/action-tmate@v3.19
diff --git a/.vscode/launch.json b/.vscode/launch.json
index 50493421..f5e91508 100644
--- a/.vscode/launch.json
+++ b/.vscode/launch.json
@@ -26,7 +26,7 @@
                 "LOCALAI_P2P": "true",
                 "LOCALAI_FEDERATED": "true"
             },
-            "buildFlags": ["-tags", "stablediffusion p2p tts", "-v"],
+            "buildFlags": ["-tags", "p2p tts", "-v"],
             "envFile": "${workspaceFolder}/.env",
             "cwd": "${workspaceRoot}"
         }
diff --git a/Dockerfile b/Dockerfile
index 4ddc921d..8594c2a1 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -69,14 +69,10 @@ ENV PATH=/opt/rocm/bin:${PATH}
 # OpenBLAS requirements and stable diffusion
 RUN apt-get update && \
     apt-get install -y --no-install-recommends \
-        libopenblas-dev \
-        libopencv-dev && \
+        libopenblas-dev && \
     apt-get clean && \
     rm -rf /var/lib/apt/lists/*
 
-# Set up OpenCV
-RUN ln -s /usr/include/opencv4/opencv2 /usr/include/opencv2
-
 WORKDIR /build
 
 ###################################
@@ -251,7 +247,7 @@ RUN git clone --recurse-submodules --jobs 4 -b ${GRPC_VERSION} --depth 1 --shall
 
 FROM requirements-drivers AS builder-base
 
-ARG GO_TAGS="stablediffusion tts p2p"
+ARG GO_TAGS="tts p2p"
 ARG GRPC_BACKENDS
 ARG MAKEFLAGS
 ARG LD_FLAGS="-s -w"
@@ -285,35 +281,12 @@ RUN <<EOT bash
     fi
 EOT
 
-
-###################################
-###################################
-
-# This first portion of builder holds the layers specifically used to build backend-assets/grpc/stablediffusion
-# In most cases, builder is the image you should be using - however, this can save build time if one just needs to copy backend-assets/grpc/stablediffusion and nothing else.
-FROM builder-base AS builder-sd
-
-# stablediffusion does not tolerate a newer version of abseil, copy only over enough elements to build it
-COPY Makefile .
-COPY go.mod .
-COPY go.sum .
-COPY backend/backend.proto ./backend/backend.proto
-COPY backend/go/image/stablediffusion ./backend/go/image/stablediffusion
-COPY pkg/grpc ./pkg/grpc
-COPY pkg/stablediffusion ./pkg/stablediffusion
-RUN git init
-RUN make sources/go-stable-diffusion
-RUN touch prepare-sources
-
-# Actually build the backend
-RUN GRPC_BACKENDS=backend-assets/grpc/stablediffusion make backend-assets/grpc/stablediffusion
-
 ###################################
 ###################################
 
 # The builder target compiles LocalAI. This target is not the target that will be uploaded to the registry.
 # Adjustments to the build process should likely be made here.
-FROM builder-sd AS builder
+FROM builder-base AS builder
 
 # Install the pre-built GRPC
 COPY --from=grpc /opt/grpc /usr/local
@@ -353,8 +326,6 @@ ARG FFMPEG
 
 COPY --from=grpc /opt/grpc /usr/local
 
-COPY --from=builder-sd /build/backend-assets/grpc/stablediffusion /build/backend-assets/grpc/stablediffusion
-
 COPY .devcontainer-scripts /.devcontainer-scripts
 
 # Add FFmpeg
@@ -427,9 +398,6 @@ COPY --from=builder /build/local-ai ./
 # Copy shared libraries for piper
 COPY --from=builder /build/sources/go-piper/piper-phonemize/pi/lib/* /usr/lib/
 
-# do not let stablediffusion rebuild (requires an older version of absl)
-COPY --from=builder-sd /build/backend-assets/grpc/stablediffusion ./backend-assets/grpc/stablediffusion
-
 # Change the shell to bash so we can use [[ tests below
 SHELL ["/bin/bash", "-c"]
 # We try to strike a balance between individual layer size (as that affects total push time) and total image size
diff --git a/Makefile b/Makefile
index 44959fd3..312bfcc4 100644
--- a/Makefile
+++ b/Makefile
@@ -18,10 +18,6 @@ WHISPER_CPP_VERSION?=6266a9f9e56a5b925e9892acf650f3eb1245814d
 PIPER_REPO?=https://github.com/mudler/go-piper
 PIPER_VERSION?=e10ca041a885d4a8f3871d52924b47792d5e5aa0
 
-# stablediffusion version
-STABLEDIFFUSION_REPO?=https://github.com/mudler/go-stable-diffusion
-STABLEDIFFUSION_VERSION?=4a3cd6aeae6f66ee57eae9a0075f8c58c3a6a38f
-
 # bark.cpp
 BARKCPP_REPO?=https://github.com/PABannier/bark.cpp.git
 BARKCPP_VERSION?=v1.0.0
@@ -179,11 +175,6 @@ ifeq ($(STATIC),true)
 	LD_FLAGS+=-linkmode external -extldflags -static
 endif
 
-ifeq ($(findstring stablediffusion,$(GO_TAGS)),stablediffusion)
-#	OPTIONAL_TARGETS+=go-stable-diffusion/libstablediffusion.a
-	OPTIONAL_GRPC+=backend-assets/grpc/stablediffusion
-endif
-
 ifeq ($(findstring tts,$(GO_TAGS)),tts)
 #	OPTIONAL_TARGETS+=go-piper/libpiper_binding.a
 #	OPTIONAL_TARGETS+=backend-assets/espeak-ng-data
@@ -273,19 +264,6 @@ sources/go-piper:
 sources/go-piper/libpiper_binding.a: sources/go-piper
 	$(MAKE) -C sources/go-piper libpiper_binding.a example/main piper.o
 
-## stable diffusion (onnx)
-sources/go-stable-diffusion:
-	mkdir -p sources/go-stable-diffusion
-	cd sources/go-stable-diffusion && \
-	git init && \
-	git remote add origin $(STABLEDIFFUSION_REPO) && \
-	git fetch origin && \
-	git checkout $(STABLEDIFFUSION_VERSION) && \
-	git submodule update --init --recursive --depth 1 --single-branch
-
-sources/go-stable-diffusion/libstablediffusion.a: sources/go-stable-diffusion
-	CPATH="$(CPATH):/usr/include/opencv4" $(MAKE) -C sources/go-stable-diffusion libstablediffusion.a
-
 ## stablediffusion (ggml)
 sources/stablediffusion-ggml.cpp:
 	git clone --recursive $(STABLEDIFFUSION_GGML_REPO) sources/stablediffusion-ggml.cpp && \
@@ -331,20 +309,18 @@ sources/whisper.cpp:
 sources/whisper.cpp/libwhisper.a: sources/whisper.cpp
 	cd sources/whisper.cpp && $(MAKE) libwhisper.a libggml.a
 
-get-sources: sources/go-llama.cpp sources/go-piper sources/stablediffusion-ggml.cpp sources/bark.cpp sources/whisper.cpp sources/go-stable-diffusion backend/cpp/llama/llama.cpp
+get-sources: sources/go-llama.cpp sources/go-piper sources/stablediffusion-ggml.cpp sources/bark.cpp sources/whisper.cpp backend/cpp/llama/llama.cpp
 
 replace:
 	$(GOCMD) mod edit -replace github.com/ggerganov/whisper.cpp=$(CURDIR)/sources/whisper.cpp
 	$(GOCMD) mod edit -replace github.com/ggerganov/whisper.cpp/bindings/go=$(CURDIR)/sources/whisper.cpp/bindings/go
 	$(GOCMD) mod edit -replace github.com/mudler/go-piper=$(CURDIR)/sources/go-piper
-	$(GOCMD) mod edit -replace github.com/mudler/go-stable-diffusion=$(CURDIR)/sources/go-stable-diffusion
 	$(GOCMD) mod edit -replace github.com/go-skynet/go-llama.cpp=$(CURDIR)/sources/go-llama.cpp
 
 dropreplace:
 	$(GOCMD) mod edit -dropreplace github.com/ggerganov/whisper.cpp
 	$(GOCMD) mod edit -dropreplace github.com/ggerganov/whisper.cpp/bindings/go
 	$(GOCMD) mod edit -dropreplace github.com/mudler/go-piper
-	$(GOCMD) mod edit -dropreplace github.com/mudler/go-stable-diffusion
 	$(GOCMD) mod edit -dropreplace github.com/go-skynet/go-llama.cpp
 
 prepare-sources: get-sources replace
@@ -355,7 +331,6 @@ rebuild: ## Rebuilds the project
 	$(GOCMD) clean -cache
 	$(MAKE) -C sources/go-llama.cpp clean
 	$(MAKE) -C sources/whisper.cpp clean
-	$(MAKE) -C sources/go-stable-diffusion clean
 	$(MAKE) -C sources/go-piper clean
 	$(MAKE) build
 
@@ -470,7 +445,7 @@ prepare-test: grpcs
 
 test: prepare test-models/testmodel.ggml grpcs
 	@echo 'Running tests'
-	export GO_TAGS="tts stablediffusion debug"
+	export GO_TAGS="tts debug"
 	$(MAKE) prepare-test
 	HUGGINGFACE_GRPC=$(abspath ./)/backend/python/transformers/run.sh TEST_DIR=$(abspath ./)/test-dir/ FIXTURES=$(abspath ./)/tests/fixtures CONFIG_FILE=$(abspath ./)/test-models/config.yaml MODELS_PATH=$(abspath ./)/test-models \
 	$(GOCMD) run github.com/onsi/ginkgo/v2/ginkgo --label-filter="!llama && !llama-gguf"  --flake-attempts $(TEST_FLAKES) --fail-fast -v -r $(TEST_PATHS)
@@ -816,13 +791,6 @@ ifneq ($(UPX),)
 	$(UPX) backend-assets/grpc/piper
 endif
 
-backend-assets/grpc/stablediffusion: sources/go-stable-diffusion sources/go-stable-diffusion/libstablediffusion.a backend-assets/grpc
-	CGO_LDFLAGS="$(CGO_LDFLAGS)" CPATH="$(CPATH):$(CURDIR)/sources/go-stable-diffusion/:/usr/include/opencv4" LIBRARY_PATH=$(CURDIR)/sources/go-stable-diffusion/ \
-	$(GOCMD) build -ldflags "$(LD_FLAGS)" -tags "$(GO_TAGS)" -o backend-assets/grpc/stablediffusion ./backend/go/image/stablediffusion
-ifneq ($(UPX),)
-	$(UPX) backend-assets/grpc/stablediffusion
-endif
-
 backend-assets/grpc/silero-vad: backend-assets/grpc backend-assets/lib/libonnxruntime.so.1
 	CGO_LDFLAGS="$(CGO_LDFLAGS)" CPATH="$(CPATH):$(CURDIR)/sources/onnxruntime/include/" LIBRARY_PATH=$(CURDIR)/backend-assets/lib \
 	$(GOCMD) build -ldflags "$(LD_FLAGS)" -tags "$(GO_TAGS)" -o backend-assets/grpc/silero-vad ./backend/go/vad/silero
diff --git a/aio/cpu/image-gen.yaml b/aio/cpu/image-gen.yaml
index 9de88a3f..ef374572 100644
--- a/aio/cpu/image-gen.yaml
+++ b/aio/cpu/image-gen.yaml
@@ -1,56 +1,17 @@
 name: stablediffusion
-backend: stablediffusion
+backend: stablediffusion-ggml
+cfg_scale: 4.5
+
+options:
+- sampler:euler
 parameters:
-  model: stablediffusion_assets
-
-license: "BSD-3"
-urls:
-- https://github.com/EdVince/Stable-Diffusion-NCNN
-- https://github.com/EdVince/Stable-Diffusion-NCNN/blob/main/LICENSE
-
-description: |
-     Stable Diffusion in NCNN with c++, supported txt2img and img2img
+  model: stable-diffusion-v1-5-pruned-emaonly-Q4_0.gguf
+step: 25
 
 download_files:
-- filename: "stablediffusion_assets/AutoencoderKL-256-256-fp16-opt.param"
-  sha256: "18ca4b66685e21406bcf64c484b3b680b4949900415536d599cc876579c85c82"
-  uri: "https://raw.githubusercontent.com/EdVince/Stable-Diffusion-NCNN/main/x86/linux/assets/AutoencoderKL-256-256-fp16-opt.param"
-- filename: "stablediffusion_assets/AutoencoderKL-512-512-fp16-opt.param"
-  sha256: "cf45f63aacf3dbbab0f59ed92a6f2c14d9a1801314631cd3abe91e3c85639a20"
-  uri: "https://raw.githubusercontent.com/EdVince/Stable-Diffusion-NCNN/main/x86/linux/assets/AutoencoderKL-512-512-fp16-opt.param"
-- filename: "stablediffusion_assets/AutoencoderKL-base-fp16.param"
-  sha256: "0254a056dce61b0c27dc9ec1b78b53bcf55315c540f55f051eb841aa992701ba"
-  uri: "https://raw.githubusercontent.com/EdVince/Stable-Diffusion-NCNN/main/x86/linux/assets/AutoencoderKL-base-fp16.param"
-- filename: "stablediffusion_assets/AutoencoderKL-encoder-512-512-fp16.bin"
-  sha256: "ddcb79a9951b9f91e05e087739ed69da2c1c4ae30ba4168cce350b49d617c9fa"
-  uri: "https://github.com/EdVince/Stable-Diffusion-NCNN/releases/download/naifu/AutoencoderKL-encoder-512-512-fp16.bin"
-- filename: "stablediffusion_assets/AutoencoderKL-fp16.bin"
-  sha256: "f02e71f80e70252734724bbfaed5c4ddd3a8ed7e61bb2175ff5f53099f0e35dd"
-  uri: "https://github.com/EdVince/Stable-Diffusion-NCNN/releases/download/naifu/AutoencoderKL-fp16.bin"
-- filename: "stablediffusion_assets/FrozenCLIPEmbedder-fp16.bin"
-  sha256: "1c9a12f4e1dd1b295a388045f7f28a2352a4d70c3dc96a542189a3dd7051fdd6"
-  uri: "https://github.com/EdVince/Stable-Diffusion-NCNN/releases/download/naifu/FrozenCLIPEmbedder-fp16.bin"
-- filename: "stablediffusion_assets/FrozenCLIPEmbedder-fp16.param"
-  sha256: "471afbe678dd1fd3fe764ef9c6eccaccb0a7d7e601f27b462aa926b20eb368c9"
-  uri: "https://raw.githubusercontent.com/EdVince/Stable-Diffusion-NCNN/main/x86/linux/assets/FrozenCLIPEmbedder-fp16.param"
-- filename: "stablediffusion_assets/log_sigmas.bin"
-  sha256: "a2089f8aa4c61f9c200feaec541ab3f5c94233b28deb6d5e8bcd974fa79b68ac"
-  uri: "https://github.com/EdVince/Stable-Diffusion-NCNN/raw/main/x86/linux/assets/log_sigmas.bin"
-- filename: "stablediffusion_assets/UNetModel-256-256-MHA-fp16-opt.param"
-  sha256: "a58c380229f09491776df837b7aa7adffc0a87821dc4708b34535da2e36e3da1"
-  uri: "https://raw.githubusercontent.com/EdVince/Stable-Diffusion-NCNN/main/x86/linux/assets/UNetModel-256-256-MHA-fp16-opt.param"
-- filename: "stablediffusion_assets/UNetModel-512-512-MHA-fp16-opt.param"
-  sha256: "f12034067062827bd7f43d1d21888d1f03905401acf6c6eea22be23c259636fa"
-  uri: "https://raw.githubusercontent.com/EdVince/Stable-Diffusion-NCNN/main/x86/linux/assets/UNetModel-512-512-MHA-fp16-opt.param"
-- filename: "stablediffusion_assets/UNetModel-base-MHA-fp16.param"
-  sha256: "696f6975de49f4325b53ce32aff81861a6d6c07cd9ce3f0aae2cc405350af38d"
-  uri: "https://raw.githubusercontent.com/EdVince/Stable-Diffusion-NCNN/main/x86/linux/assets/UNetModel-base-MHA-fp16.param"
-- filename: "stablediffusion_assets/UNetModel-MHA-fp16.bin"
-  sha256: "d618918d011bfc1f644c0f2a33bf84931bd53b28a98492b0a8ed6f3a818852c3"
-  uri: "https://github.com/EdVince/Stable-Diffusion-NCNN/releases/download/naifu/UNetModel-MHA-fp16.bin"
-- filename: "stablediffusion_assets/vocab.txt"
-  sha256: "e30e57b6f1e47616982ef898d8922be24e535b4fa3d0110477b3a6f02ebbae7d"
-  uri: "https://raw.githubusercontent.com/EdVince/Stable-Diffusion-NCNN/main/x86/linux/assets/vocab.txt"
+- filename: "stable-diffusion-v1-5-pruned-emaonly-Q4_0.gguf"
+  sha256: "b8944e9fe0b69b36ae1b5bb0185b3a7b8ef14347fe0fa9af6c64c4829022261f"
+  uri: "huggingface://second-state/stable-diffusion-v1-5-GGUF/stable-diffusion-v1-5-pruned-emaonly-Q4_0.gguf"
 
 usage: |
         curl http://localhost:8080/v1/images/generations \
diff --git a/backend/go/image/stablediffusion/main.go b/backend/go/image/stablediffusion/main.go
deleted file mode 100644
index ae259fa7..00000000
--- a/backend/go/image/stablediffusion/main.go
+++ /dev/null
@@ -1,21 +0,0 @@
-package main
-
-// Note: this is started internally by LocalAI and a server is allocated for each model
-
-import (
-	"flag"
-
-	grpc "github.com/mudler/LocalAI/pkg/grpc"
-)
-
-var (
-	addr = flag.String("addr", "localhost:50051", "the address to connect to")
-)
-
-func main() {
-	flag.Parse()
-
-	if err := grpc.StartServer(*addr, &Image{}); err != nil {
-		panic(err)
-	}
-}
diff --git a/backend/go/image/stablediffusion/stablediffusion.go b/backend/go/image/stablediffusion/stablediffusion.go
deleted file mode 100644
index 1733bf99..00000000
--- a/backend/go/image/stablediffusion/stablediffusion.go
+++ /dev/null
@@ -1,33 +0,0 @@
-package main
-
-// This is a wrapper to statisfy the GRPC service interface
-// It is meant to be used by the main executable that is the server for the specific backend type (falcon, gpt3, etc)
-import (
-	"github.com/mudler/LocalAI/pkg/grpc/base"
-	pb "github.com/mudler/LocalAI/pkg/grpc/proto"
-	"github.com/mudler/LocalAI/pkg/stablediffusion"
-)
-
-type Image struct {
-	base.SingleThread
-	stablediffusion *stablediffusion.StableDiffusion
-}
-
-func (image *Image) Load(opts *pb.ModelOptions) error {
-	var err error
-	// Note: the Model here is a path to a directory containing the model files
-	image.stablediffusion, err = stablediffusion.New(opts.ModelFile)
-	return err
-}
-
-func (image *Image) GenerateImage(opts *pb.GenerateImageRequest) error {
-	return image.stablediffusion.GenerateImage(
-		int(opts.Height),
-		int(opts.Width),
-		int(opts.Mode),
-		int(opts.Step),
-		int(opts.Seed),
-		opts.PositivePrompt,
-		opts.NegativePrompt,
-		opts.Dst)
-}
diff --git a/core/config/backend_config.go b/core/config/backend_config.go
index a488f2a0..8ce93d9f 100644
--- a/core/config/backend_config.go
+++ b/core/config/backend_config.go
@@ -515,7 +515,7 @@ func (c *BackendConfig) GuessUsecases(u BackendConfigUsecases) bool {
 		}
 	}
 	if (u & FLAG_IMAGE) == FLAG_IMAGE {
-		imageBackends := []string{"diffusers", "stablediffusion"}
+		imageBackends := []string{"diffusers", "stablediffusion", "stablediffusion-ggml"}
 		if !slices.Contains(imageBackends, c.Backend) {
 			return false
 		}
diff --git a/core/config/config_test.go b/core/config/config_test.go
index 5122c907..85f18eae 100644
--- a/core/config/config_test.go
+++ b/core/config/config_test.go
@@ -48,5 +48,66 @@ var _ = Describe("Test cases for config related functions", func() {
 			// config should includes whisper-1 models's api.config
 			Expect(loadedModelNames).To(ContainElements("whisper-1"))
 		})
+
+		It("Test new loadconfig", func() {
+
+			bcl := NewBackendConfigLoader(os.Getenv("MODELS_PATH"))
+			err := bcl.LoadBackendConfigsFromPath(os.Getenv("MODELS_PATH"))
+			Expect(err).To(BeNil())
+			configs := bcl.GetAllBackendConfigs()
+			loadedModelNames := []string{}
+			for _, v := range configs {
+				loadedModelNames = append(loadedModelNames, v.Name)
+			}
+			Expect(configs).ToNot(BeNil())
+			totalModels := len(loadedModelNames)
+
+			Expect(loadedModelNames).To(ContainElements("code-search-ada-code-001"))
+
+			// config should includes text-embedding-ada-002 models's api.config
+			Expect(loadedModelNames).To(ContainElements("text-embedding-ada-002"))
+
+			// config should includes rwkv_test models's api.config
+			Expect(loadedModelNames).To(ContainElements("rwkv_test"))
+
+			// config should includes whisper-1 models's api.config
+			Expect(loadedModelNames).To(ContainElements("whisper-1"))
+
+			// create a temp directory and store a temporary model
+			tmpdir, err := os.MkdirTemp("", "test")
+			Expect(err).ToNot(HaveOccurred())
+			defer os.RemoveAll(tmpdir)
+
+			// create a temporary model
+			model := `name: "test-model"
+description: "test model"
+options:
+- foo
+- bar
+- baz
+`
+			modelFile := tmpdir + "/test-model.yaml"
+			err = os.WriteFile(modelFile, []byte(model), 0644)
+			Expect(err).ToNot(HaveOccurred())
+
+			err = bcl.LoadBackendConfigsFromPath(tmpdir)
+			Expect(err).ToNot(HaveOccurred())
+
+			configs = bcl.GetAllBackendConfigs()
+			Expect(len(configs)).ToNot(Equal(totalModels))
+
+			loadedModelNames = []string{}
+			var testModel BackendConfig
+			for _, v := range configs {
+				loadedModelNames = append(loadedModelNames, v.Name)
+				if v.Name == "test-model" {
+					testModel = v
+				}
+			}
+			Expect(loadedModelNames).To(ContainElements("test-model"))
+			Expect(testModel.Description).To(Equal("test model"))
+			Expect(testModel.Options).To(ContainElements("foo", "bar", "baz"))
+
+		})
 	})
 })
diff --git a/core/http/app_test.go b/core/http/app_test.go
index a2e2f758..f57a3ea7 100644
--- a/core/http/app_test.go
+++ b/core/http/app_test.go
@@ -687,6 +687,10 @@ var _ = Describe("API test", func() {
 					Name: "model-gallery",
 					URL:  "https://raw.githubusercontent.com/go-skynet/model-gallery/main/index.yaml",
 				},
+				{
+					Name: "localai",
+					URL:  "https://raw.githubusercontent.com/mudler/LocalAI/refs/heads/master/gallery/index.yaml",
+				},
 			}
 
 			application, err := application.New(
@@ -764,10 +768,8 @@ var _ = Describe("API test", func() {
 			}
 
 			response := postModelApplyRequest("http://127.0.0.1:9090/models/apply", modelApplyRequest{
-				ID: "model-gallery@stablediffusion",
-				Overrides: map[string]interface{}{
-					"parameters": map[string]interface{}{"model": "stablediffusion_assets"},
-				},
+				ID:   "localai@sd-1.5-ggml",
+				Name: "stablediffusion",
 			})
 
 			Expect(response["uuid"]).ToNot(BeEmpty(), fmt.Sprint(response))
@@ -778,14 +780,14 @@ var _ = Describe("API test", func() {
 				response := getModelStatus("http://127.0.0.1:9090/models/jobs/" + uuid)
 				fmt.Println(response)
 				return response["processed"].(bool)
-			}, "360s", "10s").Should(Equal(true))
+			}, "1200s", "10s").Should(Equal(true))
 
 			resp, err := http.Post(
 				"http://127.0.0.1:9090/v1/images/generations",
 				"application/json",
 				bytes.NewBuffer([]byte(`{
-					 			"prompt": "floating hair, portrait, ((loli)), ((one girl)), cute face, hidden hands, asymmetrical bangs, beautiful detailed eyes, eye shadow, hair ornament, ribbons, bowties, buttons, pleated skirt, (((masterpiece))), ((best quality)), colorful|((part of the head)), ((((mutated hands and fingers)))), deformed, blurry, bad anatomy, disfigured, poorly drawn face, mutation, mutated, extra limb, ugly, poorly drawn hands, missing limb, blurry, floating limbs, disconnected limbs, malformed hands, blur, out of focus, long neck, long body, Octane renderer, lowres, bad anatomy, bad hands, text",
-								"mode": 2,  "seed":9000,
+					 			"prompt": "a lovely cat",
+								"step": 1,  "seed":9000,
 					 			"size": "256x256", "n":2}`)))
 			// The response should contain an URL
 			Expect(err).ToNot(HaveOccurred(), fmt.Sprint(resp))
@@ -794,6 +796,7 @@ var _ = Describe("API test", func() {
 
 			imgUrlResp := &schema.OpenAIResponse{}
 			err = json.Unmarshal(dat, imgUrlResp)
+			Expect(err).ToNot(HaveOccurred(), fmt.Sprint(dat))
 			Expect(imgUrlResp.Data).ToNot(Or(BeNil(), BeZero()))
 			imgUrl := imgUrlResp.Data[0].URL
 			Expect(imgUrl).To(ContainSubstring("http://127.0.0.1:9090/"), imgUrl)
diff --git a/core/http/endpoints/openai/image.go b/core/http/endpoints/openai/image.go
index baaecd4e..bd3f0987 100644
--- a/core/http/endpoints/openai/image.go
+++ b/core/http/endpoints/openai/image.go
@@ -72,7 +72,7 @@ func ImageEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, appCon
 		}
 
 		if m == "" {
-			m = model.StableDiffusionBackend
+			m = "stablediffusion"
 		}
 		log.Debug().Msgf("Loading model: %+v", m)
 
@@ -129,9 +129,9 @@ func ImageEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, appCon
 
 		switch config.Backend {
 		case "stablediffusion":
-			config.Backend = model.StableDiffusionBackend
+			config.Backend = model.StableDiffusionGGMLBackend
 		case "":
-			config.Backend = model.StableDiffusionBackend
+			config.Backend = model.StableDiffusionGGMLBackend
 		}
 
 		if !strings.Contains(input.Size, "x") {
diff --git a/core/http/endpoints/openai/request.go b/core/http/endpoints/openai/request.go
index 2451f15f..4eaeec24 100644
--- a/core/http/endpoints/openai/request.go
+++ b/core/http/endpoints/openai/request.go
@@ -4,6 +4,7 @@ import (
 	"context"
 	"encoding/json"
 	"fmt"
+	"strconv"
 
 	"github.com/gofiber/fiber/v2"
 	"github.com/google/uuid"
@@ -296,6 +297,14 @@ func updateRequestConfig(config *config.BackendConfig, input *schema.OpenAIReque
 			}
 		}
 	}
+
+	// If a quality was defined as number, convert it to step
+	if input.Quality != "" {
+		q, err := strconv.Atoi(input.Quality)
+		if err == nil {
+			config.Step = q
+		}
+	}
 }
 
 func mergeRequestWithConfig(modelFile string, input *schema.OpenAIRequest, cm *config.BackendConfigLoader, loader *model.ModelLoader, debug bool, threads, ctx int, f16 bool) (*config.BackendConfig, *schema.OpenAIRequest, error) {
diff --git a/core/schema/openai.go b/core/schema/openai.go
index b06120ae..e445bee1 100644
--- a/core/schema/openai.go
+++ b/core/schema/openai.go
@@ -191,8 +191,9 @@ type OpenAIRequest struct {
 	Stream bool `json:"stream"`
 
 	// Image (not supported by OpenAI)
-	Mode int `json:"mode"`
-	Step int `json:"step"`
+	Mode    int    `json:"mode"`
+	Quality string `json:"quality"`
+	Step    int    `json:"step"`
 
 	// A grammar to constrain the LLM output
 	Grammar string `json:"grammar" yaml:"grammar"`
diff --git a/pkg/model/initializers.go b/pkg/model/initializers.go
index 756deea7..b2a5293b 100644
--- a/pkg/model/initializers.go
+++ b/pkg/model/initializers.go
@@ -29,6 +29,7 @@ var Aliases map[string]string = map[string]string{
 	"langchain-huggingface":  LCHuggingFaceBackend,
 	"transformers-musicgen":  TransformersBackend,
 	"sentencetransformers":   TransformersBackend,
+	"stablediffusion":        StableDiffusionGGMLBackend,
 }
 
 var TypeAlias map[string]string = map[string]string{
@@ -54,10 +55,10 @@ const (
 
 	LLamaCPPGRPC = "llama-cpp-grpc"
 
-	WhisperBackend         = "whisper"
-	StableDiffusionBackend = "stablediffusion"
-	PiperBackend           = "piper"
-	LCHuggingFaceBackend   = "huggingface"
+	WhisperBackend             = "whisper"
+	StableDiffusionGGMLBackend = "stablediffusion-ggml"
+	PiperBackend               = "piper"
+	LCHuggingFaceBackend       = "huggingface"
 
 	TransformersBackend = "transformers"
 	LocalStoreBackend   = "local-store"
diff --git a/pkg/stablediffusion/generate.go b/pkg/stablediffusion/generate.go
deleted file mode 100644
index cef96e80..00000000
--- a/pkg/stablediffusion/generate.go
+++ /dev/null
@@ -1,35 +0,0 @@
-//go:build stablediffusion
-// +build stablediffusion
-
-package stablediffusion
-
-import (
-	stableDiffusion "github.com/mudler/go-stable-diffusion"
-)
-
-func GenerateImage(height, width, mode, step, seed int, positive_prompt, negative_prompt, dst, asset_dir string) error {
-	if height > 512 || width > 512 {
-		return stableDiffusion.GenerateImageUpscaled(
-			height,
-			width,
-			step,
-			seed,
-			positive_prompt,
-			negative_prompt,
-			dst,
-			asset_dir,
-		)
-	}
-	return stableDiffusion.GenerateImage(
-		height,
-		width,
-		mode,
-		step,
-		seed,
-		positive_prompt,
-		negative_prompt,
-		dst,
-		"",
-		asset_dir,
-	)
-}
diff --git a/pkg/stablediffusion/generate_unsupported.go b/pkg/stablediffusion/generate_unsupported.go
deleted file mode 100644
index 9563bae0..00000000
--- a/pkg/stablediffusion/generate_unsupported.go
+++ /dev/null
@@ -1,10 +0,0 @@
-//go:build !stablediffusion
-// +build !stablediffusion
-
-package stablediffusion
-
-import "fmt"
-
-func GenerateImage(height, width, mode, step, seed int, positive_prompt, negative_prompt, dst, asset_dir string) error {
-	return fmt.Errorf("This version of LocalAI was built without the stablediffusion tag")
-}
diff --git a/pkg/stablediffusion/stablediffusion.go b/pkg/stablediffusion/stablediffusion.go
deleted file mode 100644
index e38db17f..00000000
--- a/pkg/stablediffusion/stablediffusion.go
+++ /dev/null
@@ -1,20 +0,0 @@
-package stablediffusion
-
-import "os"
-
-type StableDiffusion struct {
-	assetDir string
-}
-
-func New(assetDir string) (*StableDiffusion, error) {
-	if _, err := os.Stat(assetDir); err != nil {
-		return nil, err
-	}
-	return &StableDiffusion{
-		assetDir: assetDir,
-	}, nil
-}
-
-func (s *StableDiffusion) GenerateImage(height, width, mode, step, seed int, positive_prompt, negative_prompt, dst string) error {
-	return GenerateImage(height, width, mode, step, seed, positive_prompt, negative_prompt, dst, s.assetDir)
-}
diff --git a/tests/e2e-aio/e2e_suite_test.go b/tests/e2e-aio/e2e_suite_test.go
index 680bd3a5..4a10d41b 100644
--- a/tests/e2e-aio/e2e_suite_test.go
+++ b/tests/e2e-aio/e2e_suite_test.go
@@ -54,7 +54,7 @@ var _ = BeforeSuite(func() {
 	Eventually(func() error {
 		_, err := client.ListModels(context.TODO())
 		return err
-	}, "20m").ShouldNot(HaveOccurred())
+	}, "50m").ShouldNot(HaveOccurred())
 })
 
 var _ = AfterSuite(func() {
diff --git a/tests/e2e-aio/e2e_test.go b/tests/e2e-aio/e2e_test.go
index a9c55497..4d9eb4d8 100644
--- a/tests/e2e-aio/e2e_test.go
+++ b/tests/e2e-aio/e2e_test.go
@@ -123,8 +123,9 @@ var _ = Describe("E2E test", func() {
 			It("correctly", func() {
 				resp, err := client.CreateImage(context.TODO(),
 					openai.ImageRequest{
-						Prompt: "test",
-						Size:   openai.CreateImageSize512x512,
+						Prompt:  "test",
+						Quality: "1",
+						Size:    openai.CreateImageSize256x256,
 					},
 				)
 				Expect(err).ToNot(HaveOccurred())
@@ -135,7 +136,8 @@ var _ = Describe("E2E test", func() {
 				resp, err := client.CreateImage(context.TODO(),
 					openai.ImageRequest{
 						Prompt:         "test",
-						Size:           openai.CreateImageSize512x512,
+						Size:           openai.CreateImageSize256x256,
+						Quality:        "1",
 						ResponseFormat: openai.CreateImageResponseFormatURL,
 					},
 				)
@@ -147,7 +149,8 @@ var _ = Describe("E2E test", func() {
 				resp, err := client.CreateImage(context.TODO(),
 					openai.ImageRequest{
 						Prompt:         "test",
-						Size:           openai.CreateImageSize512x512,
+						Size:           openai.CreateImageSize256x256,
+						Quality:        "1",
 						ResponseFormat: openai.CreateImageResponseFormatB64JSON,
 					},
 				)

From e8eb0b2c50a7653c9d8dc3e2388eb4074705b4b7 Mon Sep 17 00:00:00 2001
From: Richard Palethorpe <io@richiejp.com>
Date: Wed, 22 Jan 2025 18:35:05 +0000
Subject: [PATCH 073/679] fix(stores): Stores fixes and testing (#4663)

* fix(stores): Actually check a vector is a unit vector/normalized

Instead of just summing the components to see if they equal 1.0, take
the actual magnitude/p-norm of the vector and check that is
approximately 1.0.

Note that this shouldn't change the order of results except in edge
cases if I am too lax with the precision of the equality
comparison. However it should improve performance for normalized
vectors which were being misclassified.

Signed-off-by: Richard Palethorpe <io@richiejp.com>

* fix(stores): Add tests for known results and triangle inequality

This adds some more tests to check the cosine similarity function has
some expected mathematical properties.

Signed-off-by: Richard Palethorpe <io@richiejp.com>

---------

Signed-off-by: Richard Palethorpe <io@richiejp.com>
---
 backend/go/stores/store.go       |  14 +--
 tests/integration/stores_test.go | 143 ++++++++++++++++++++++++++++---
 2 files changed, 141 insertions(+), 16 deletions(-)

diff --git a/backend/go/stores/store.go b/backend/go/stores/store.go
index a4849b57..c8788a9c 100644
--- a/backend/go/stores/store.go
+++ b/backend/go/stores/store.go
@@ -311,12 +311,16 @@ func (s *Store) StoresGet(opts *pb.StoresGetOptions) (pb.StoresGetResult, error)
 }
 
 func isNormalized(k []float32) bool {
-	var sum float32
+	var sum float64
+
 	for _, v := range k {
-		sum += v
+		v64 := float64(v)
+		sum += v64*v64
 	}
 
-	return sum == 1.0
+	s := math.Sqrt(sum)
+
+	return s >= 0.99 && s <= 1.01
 }
 
 // TODO: This we could replace with handwritten SIMD code
@@ -328,7 +332,7 @@ func normalizedCosineSimilarity(k1, k2 []float32) float32 {
 		dot += k1[i] * k2[i]
 	}
 
-	assert(dot >= -1 && dot <= 1, fmt.Sprintf("dot = %f", dot))
+	assert(dot >= -1.01 && dot <= 1.01, fmt.Sprintf("dot = %f", dot))
 
 	// 2.0 * (1.0 - dot) would be the Euclidean distance
 	return dot
@@ -418,7 +422,7 @@ func cosineSimilarity(k1, k2 []float32, mag1 float64) float32 {
 
 	sim := float32(dot / (mag1 * math.Sqrt(mag2)))
 
-	assert(sim >= -1 && sim <= 1, fmt.Sprintf("sim = %f", sim))
+	assert(sim >= -1.01 && sim <= 1.01, fmt.Sprintf("sim = %f", sim))
 
 	return sim
 }
diff --git a/tests/integration/stores_test.go b/tests/integration/stores_test.go
index 5ed46b19..9612bec0 100644
--- a/tests/integration/stores_test.go
+++ b/tests/integration/stores_test.go
@@ -4,6 +4,7 @@ import (
 	"context"
 	"embed"
 	"math"
+	"math/rand"
 	"os"
 	"path/filepath"
 
@@ -22,6 +23,19 @@ import (
 //go:embed backend-assets/*
 var backendAssets embed.FS
 
+func normalize(vecs [][]float32) {
+	for i, k := range vecs {
+		norm := float64(0)
+		for _, x := range k {
+			norm += float64(x * x)
+		}
+		norm = math.Sqrt(norm)
+		for j, x := range k {
+			vecs[i][j] = x / float32(norm)
+		}
+	}
+}
+
 var _ = Describe("Integration tests for the stores backend(s) and internal APIs", Label("stores"), func() {
 	Context("Embedded Store get,set and delete", func() {
 		var sl *model.ModelLoader
@@ -192,17 +206,8 @@ var _ = Describe("Integration tests for the stores backend(s) and internal APIs"
 			// set 3 vectors that are at varying angles to {0.5, 0.5, 0.5}
 			keys := [][]float32{{0.1, 0.3, 0.5}, {0.5, 0.5, 0.5}, {0.6, 0.6, -0.6}, {0.7, -0.7, -0.7}}
 			vals := [][]byte{[]byte("test0"), []byte("test1"), []byte("test2"), []byte("test3")}
-			// normalize the keys
-			for i, k := range keys {
-				norm := float64(0)
-				for _, x := range k {
-					norm += float64(x * x)
-				}
-				norm = math.Sqrt(norm)
-				for j, x := range k {
-					keys[i][j] = x / float32(norm)
-				}
-			}
+
+			normalize(keys)
 
 			err := store.SetCols(context.Background(), sc, keys, vals)
 			Expect(err).ToNot(HaveOccurred())
@@ -225,5 +230,121 @@ var _ = Describe("Integration tests for the stores backend(s) and internal APIs"
 			Expect(ks[1]).To(Equal(keys[1]))
 			Expect(vals[1]).To(Equal(vals[1]))
 		})
+
+		It("It produces the correct cosine similarities for orthogonal and opposite unit vectors", func() {
+			keys := [][]float32{{1.0, 0.0, 0.0}, {0.0, 1.0, 0.0}, {0.0, 0.0, 1.0}, {-1.0, 0.0, 0.0}}
+			vals := [][]byte{[]byte("x"), []byte("y"), []byte("z"), []byte("-z")}
+
+			err := store.SetCols(context.Background(), sc, keys, vals);
+			Expect(err).ToNot(HaveOccurred())
+
+			_, _, sims, err := store.Find(context.Background(), sc, keys[0], 4)
+			Expect(err).ToNot(HaveOccurred())
+			Expect(sims).To(Equal([]float32{1.0, 0.0, 0.0, -1.0}))
+		})
+
+		It("It produces the correct cosine similarities for orthogonal and opposite vectors", func() {
+			keys := [][]float32{{1.0, 0.0, 1.0}, {0.0, 2.0, 0.0}, {0.0, 0.0, -1.0}, {-1.0, 0.0, -1.0}}
+			vals := [][]byte{[]byte("x"), []byte("y"), []byte("z"), []byte("-z")}
+
+			err := store.SetCols(context.Background(), sc, keys, vals);
+			Expect(err).ToNot(HaveOccurred())
+
+			_, _, sims, err := store.Find(context.Background(), sc, keys[0], 4)
+			Expect(err).ToNot(HaveOccurred())
+			Expect(sims[0]).To(BeNumerically("~", 1, 0.1))
+			Expect(sims[1]).To(BeNumerically("~", 0, 0.1))
+			Expect(sims[2]).To(BeNumerically("~", -0.7, 0.1))
+			Expect(sims[3]).To(BeNumerically("~", -1, 0.1))
+		})
+
+		expectTriangleEq := func(keys [][]float32, vals [][]byte) {
+			sims := map[string]map[string]float32{}
+
+			// compare every key vector pair and store the similarities in a lookup table
+			// that uses the values as keys
+			for i, k := range keys {
+				_, valsk, simsk, err := store.Find(context.Background(), sc, k, 9)
+				Expect(err).ToNot(HaveOccurred())
+
+				for j, v := range valsk {
+					p := string(vals[i])
+					q := string(v)
+
+					if sims[p] == nil {
+						sims[p] = map[string]float32{}
+					}
+
+					//log.Debug().Strs("vals", []string{p, q}).Float32("similarity", simsk[j]).Send()
+
+					sims[p][q] = simsk[j]
+				}
+			}
+
+			// Check that the triangle inequality holds for every combination of the triplet
+			// u, v and w
+			for _, simsu := range sims {
+				for w, simw := range simsu {
+					// acos(u,w) <= ...
+					uws := math.Acos(float64(simw))
+
+					// ... acos(u,v) + acos(v,w)
+					for v, _ := range simsu {
+						uvws := math.Acos(float64(simsu[v])) + math.Acos(float64(sims[v][w]))
+
+						//log.Debug().Str("u", u).Str("v", v).Str("w", w).Send()
+						//log.Debug().Float32("uw", simw).Float32("uv", simsu[v]).Float32("vw", sims[v][w]).Send()
+						Expect(uws).To(BeNumerically("<=", uvws))
+					}
+				}
+			}
+		}
+
+		It("It obeys the triangle inequality for normalized values", func() {
+			keys := [][]float32{
+				{1.0, 0.0, 0.0}, {0.0, 1.0, 0.0}, {0.0, 0.0, 1.0},
+				{-1.0, 0.0, 0.0}, {0.0, -1.0, 0.0}, {0.0, 0.0, -1.0},
+				{2.0, 3.0, 4.0}, {9.0, 7.0, 1.0}, {0.0, -1.2, 2.3},
+			}
+			vals := [][]byte{
+				[]byte("x"), []byte("y"), []byte("z"),
+				[]byte("-x"), []byte("-y"), []byte("-z"),
+				[]byte("u"), []byte("v"), []byte("w"),
+			}
+
+			normalize(keys[6:])
+
+			err := store.SetCols(context.Background(), sc, keys, vals);
+			Expect(err).ToNot(HaveOccurred())
+
+			expectTriangleEq(keys, vals)
+		})
+
+		It("It obeys the triangle inequality", func() {
+			rnd := rand.New(rand.NewSource(151))
+			keys := make([][]float32, 20)
+			vals := make([][]byte, 20)
+
+			for i := range keys {
+				k := make([]float32, 768)
+
+				for j := range k {
+					k[j] = rnd.Float32()
+				}
+
+				keys[i] = k
+			}
+
+			c := byte('a')
+			for i := range vals {
+				vals[i] = []byte{c}
+				c += 1
+			}
+
+			err := store.SetCols(context.Background(), sc, keys, vals);
+			Expect(err).ToNot(HaveOccurred())
+
+			expectTriangleEq(keys, vals)
+		})
 	})
 })

From a05737c7e43224c66eb0b995be54834747d0dd04 Mon Sep 17 00:00:00 2001
From: Peter Cover <raowanxiang@outlook.com>
Date: Thu, 23 Jan 2025 02:35:53 +0800
Subject: [PATCH 074/679] chore: fix some function names in comment (#4665)

Signed-off-by: petercover <raowanxiang@outlook.com>
---
 core/http/endpoints/localai/backend_monitor.go | 2 +-
 pkg/functions/functions.go                     | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/core/http/endpoints/localai/backend_monitor.go b/core/http/endpoints/localai/backend_monitor.go
index fa11b5c3..a1b93ac3 100644
--- a/core/http/endpoints/localai/backend_monitor.go
+++ b/core/http/endpoints/localai/backend_monitor.go
@@ -28,7 +28,7 @@ func BackendMonitorEndpoint(bm *services.BackendMonitorService) func(c *fiber.Ct
 	}
 }
 
-// BackendMonitorEndpoint shuts down the specified backend
+// BackendShutdownEndpoint shuts down the specified backend
 // @Summary Backend monitor endpoint
 // @Param request body schema.BackendMonitorRequest true "Backend statistics request"
 // @Router /backend/shutdown [post]
diff --git a/pkg/functions/functions.go b/pkg/functions/functions.go
index 1a7e1ff1..477a43bb 100644
--- a/pkg/functions/functions.go
+++ b/pkg/functions/functions.go
@@ -34,7 +34,7 @@ type Tool struct {
 }
 type Tools []Tool
 
-// ToJSONNameStructure converts a list of functions to a JSON structure that can be parsed to a grammar
+// ToJSONStructure converts a list of functions to a JSON structure that can be parsed to a grammar
 // This allows the LLM to return a response of the type: { "name": "function_name", "arguments": { "arg1": "value1", "arg2": "value2" } }
 func (f Functions) ToJSONStructure(name, args string) JSONFunctionStructure {
 	nameKey := defaultFunctionNameKey

From 715071b68dce1ed5d9691f55ee8d9e1571cd6fe4 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Wed, 22 Jan 2025 21:51:38 +0100
Subject: [PATCH 075/679] feat(swagger): update swagger (#4667)

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 swagger/docs.go      | 3 +++
 swagger/swagger.json | 3 +++
 swagger/swagger.yaml | 2 ++
 3 files changed, 8 insertions(+)

diff --git a/swagger/docs.go b/swagger/docs.go
index 13a3d3f3..43bc8822 100644
--- a/swagger/docs.go
+++ b/swagger/docs.go
@@ -1645,6 +1645,9 @@ const docTemplate = `{
                 "prompt": {
                     "description": "Prompt is read only by completion/image API calls"
                 },
+                "quality": {
+                    "type": "string"
+                },
                 "repeat_last_n": {
                     "type": "integer"
                 },
diff --git a/swagger/swagger.json b/swagger/swagger.json
index 1c38e9da..7d39e5e9 100644
--- a/swagger/swagger.json
+++ b/swagger/swagger.json
@@ -1638,6 +1638,9 @@
                 "prompt": {
                     "description": "Prompt is read only by completion/image API calls"
                 },
+                "quality": {
+                    "type": "string"
+                },
                 "repeat_last_n": {
                     "type": "integer"
                 },
diff --git a/swagger/swagger.yaml b/swagger/swagger.yaml
index 1692f4bb..e747464f 100644
--- a/swagger/swagger.yaml
+++ b/swagger/swagger.yaml
@@ -570,6 +570,8 @@ definitions:
         type: number
       prompt:
         description: Prompt is read only by completion/image API calls
+      quality:
+        type: string
       repeat_last_n:
         type: integer
       repeat_penalty:

From e426ab7c23308ecf618e766345a0985c826423a1 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 23 Jan 2025 08:06:18 +0100
Subject: [PATCH 076/679] feat(faster-whisper): add backend (#4666)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 Dockerfile                                    |  5 +-
 Makefile                                      | 13 ++-
 backend/python/faster-whisper/Makefile        | 20 ++++
 backend/python/faster-whisper/backend.py      | 94 +++++++++++++++++++
 backend/python/faster-whisper/install.sh      | 14 +++
 backend/python/faster-whisper/protogen.sh     |  6 ++
 .../faster-whisper/requirements-cpu.txt       |  8 ++
 .../faster-whisper/requirements-cublas11.txt  |  9 ++
 .../faster-whisper/requirements-cublas12.txt  |  8 ++
 .../faster-whisper/requirements-hipblas.txt   |  3 +
 .../faster-whisper/requirements-intel.txt     |  6 ++
 .../python/faster-whisper/requirements.txt    |  3 +
 backend/python/faster-whisper/run.sh          |  4 +
 backend/python/faster-whisper/test.sh         |  6 ++
 14 files changed, 196 insertions(+), 3 deletions(-)
 create mode 100644 backend/python/faster-whisper/Makefile
 create mode 100755 backend/python/faster-whisper/backend.py
 create mode 100755 backend/python/faster-whisper/install.sh
 create mode 100644 backend/python/faster-whisper/protogen.sh
 create mode 100644 backend/python/faster-whisper/requirements-cpu.txt
 create mode 100644 backend/python/faster-whisper/requirements-cublas11.txt
 create mode 100644 backend/python/faster-whisper/requirements-cublas12.txt
 create mode 100644 backend/python/faster-whisper/requirements-hipblas.txt
 create mode 100644 backend/python/faster-whisper/requirements-intel.txt
 create mode 100644 backend/python/faster-whisper/requirements.txt
 create mode 100755 backend/python/faster-whisper/run.sh
 create mode 100755 backend/python/faster-whisper/test.sh

diff --git a/Dockerfile b/Dockerfile
index 8594c2a1..b01f071d 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -15,7 +15,7 @@ ARG TARGETARCH
 ARG TARGETVARIANT
 
 ENV DEBIAN_FRONTEND=noninteractive
-ENV EXTERNAL_GRPC_BACKENDS="coqui:/build/backend/python/coqui/run.sh,transformers:/build/backend/python/transformers/run.sh,rerankers:/build/backend/python/rerankers/run.sh,autogptq:/build/backend/python/autogptq/run.sh,bark:/build/backend/python/bark/run.sh,diffusers:/build/backend/python/diffusers/run.sh,openvoice:/build/backend/python/openvoice/run.sh,kokoro:/build/backend/python/kokoro/run.sh,vllm:/build/backend/python/vllm/run.sh,mamba:/build/backend/python/mamba/run.sh,exllama2:/build/backend/python/exllama2/run.sh,parler-tts:/build/backend/python/parler-tts/run.sh"
+ENV EXTERNAL_GRPC_BACKENDS="coqui:/build/backend/python/coqui/run.sh,transformers:/build/backend/python/transformers/run.sh,rerankers:/build/backend/python/rerankers/run.sh,autogptq:/build/backend/python/autogptq/run.sh,bark:/build/backend/python/bark/run.sh,diffusers:/build/backend/python/diffusers/run.sh,faster-whisper:/build/backend/python/faster-whisper/run.sh,openvoice:/build/backend/python/openvoice/run.sh,kokoro:/build/backend/python/kokoro/run.sh,vllm:/build/backend/python/vllm/run.sh,mamba:/build/backend/python/mamba/run.sh,exllama2:/build/backend/python/exllama2/run.sh,parler-tts:/build/backend/python/parler-tts/run.sh"
 
 
 RUN apt-get update && \
@@ -414,6 +414,9 @@ RUN if [[ ( "${EXTRA_BACKENDS}" =~ "coqui" || -z "${EXTRA_BACKENDS}" ) && "$IMAG
     if [[ ( "${EXTRA_BACKENDS}" =~ "parler-tts" || -z "${EXTRA_BACKENDS}" ) && "$IMAGE_TYPE" == "extras" ]]; then \
         make -C backend/python/parler-tts \
     ; fi && \
+    if [[ ( "${EXTRA_BACKENDS}" =~ "faster-whisper" || -z "${EXTRA_BACKENDS}" ) && "$IMAGE_TYPE" == "extras" ]]; then \
+        make -C backend/python/parler-tts \
+    ; fi && \
     if [[ ( "${EXTRA_BACKENDS}" =~ "diffusers" || -z "${EXTRA_BACKENDS}" ) && "$IMAGE_TYPE" == "extras" ]]; then \
         make -C backend/python/diffusers \
     ; fi
diff --git a/Makefile b/Makefile
index 312bfcc4..efc5812b 100644
--- a/Makefile
+++ b/Makefile
@@ -533,10 +533,10 @@ protogen-go-clean:
 	$(RM) bin/*
 
 .PHONY: protogen-python
-protogen-python: autogptq-protogen bark-protogen coqui-protogen diffusers-protogen exllama2-protogen mamba-protogen rerankers-protogen transformers-protogen parler-tts-protogen kokoro-protogen vllm-protogen openvoice-protogen
+protogen-python: autogptq-protogen bark-protogen coqui-protogen diffusers-protogen exllama2-protogen mamba-protogen rerankers-protogen transformers-protogen parler-tts-protogen kokoro-protogen vllm-protogen openvoice-protogen faster-whisper-protogen
 
 .PHONY: protogen-python-clean
-protogen-python-clean: autogptq-protogen-clean bark-protogen-clean coqui-protogen-clean diffusers-protogen-clean  exllama2-protogen-clean mamba-protogen-clean rerankers-protogen-clean transformers-protogen-clean parler-tts-protogen-clean kokoro-protogen-clean vllm-protogen-clean openvoice-protogen-clean
+protogen-python-clean: autogptq-protogen-clean bark-protogen-clean coqui-protogen-clean diffusers-protogen-clean  exllama2-protogen-clean mamba-protogen-clean rerankers-protogen-clean transformers-protogen-clean parler-tts-protogen-clean kokoro-protogen-clean vllm-protogen-clean openvoice-protogen-clean faster-whisper-protogen-clean
 
 .PHONY: autogptq-protogen
 autogptq-protogen:
@@ -570,6 +570,14 @@ diffusers-protogen:
 diffusers-protogen-clean:
 	$(MAKE) -C backend/python/diffusers protogen-clean
 
+.PHONY: faster-whisper-protogen
+faster-whisper-protogen:
+	$(MAKE) -C backend/python/faster-whisper protogen
+
+.PHONY: faster-whisper-protogen-clean
+faster-whisper-protogen-clean:
+	$(MAKE) -C backend/python/faster-whisper protogen-clean
+
 .PHONY: exllama2-protogen
 exllama2-protogen:
 	$(MAKE) -C backend/python/exllama2 protogen
@@ -641,6 +649,7 @@ prepare-extra-conda-environments: protogen-python
 	$(MAKE) -C backend/python/bark
 	$(MAKE) -C backend/python/coqui
 	$(MAKE) -C backend/python/diffusers
+	$(MAKE) -C backend/python/faster-whisper
 	$(MAKE) -C backend/python/vllm
 	$(MAKE) -C backend/python/mamba
 	$(MAKE) -C backend/python/rerankers
diff --git a/backend/python/faster-whisper/Makefile b/backend/python/faster-whisper/Makefile
new file mode 100644
index 00000000..c0e5169f
--- /dev/null
+++ b/backend/python/faster-whisper/Makefile
@@ -0,0 +1,20 @@
+.DEFAULT_GOAL := install
+
+.PHONY: install
+install:
+	bash install.sh
+	$(MAKE) protogen
+
+.PHONY: protogen
+protogen: backend_pb2_grpc.py backend_pb2.py
+
+.PHONY: protogen-clean
+protogen-clean:
+	$(RM) backend_pb2_grpc.py backend_pb2.py
+
+backend_pb2_grpc.py backend_pb2.py:
+	bash protogen.sh
+
+.PHONY: clean
+clean: protogen-clean
+	rm -rf venv __pycache__
\ No newline at end of file
diff --git a/backend/python/faster-whisper/backend.py b/backend/python/faster-whisper/backend.py
new file mode 100755
index 00000000..dbb8b3d9
--- /dev/null
+++ b/backend/python/faster-whisper/backend.py
@@ -0,0 +1,94 @@
+#!/usr/bin/env python3
+"""
+This is an extra gRPC server of LocalAI for Bark TTS
+"""
+from concurrent import futures
+import time
+import argparse
+import signal
+import sys
+import os
+import backend_pb2
+import backend_pb2_grpc
+
+from faster_whisper import WhisperModel
+
+import grpc
+
+
+_ONE_DAY_IN_SECONDS = 60 * 60 * 24
+
+# If MAX_WORKERS are specified in the environment use it, otherwise default to 1
+MAX_WORKERS = int(os.environ.get('PYTHON_GRPC_MAX_WORKERS', '1'))
+COQUI_LANGUAGE = os.environ.get('COQUI_LANGUAGE', None)
+
+# Implement the BackendServicer class with the service methods
+class BackendServicer(backend_pb2_grpc.BackendServicer):
+    """
+    BackendServicer is the class that implements the gRPC service
+    """
+    def Health(self, request, context):
+        return backend_pb2.Reply(message=bytes("OK", 'utf-8'))
+    def LoadModel(self, request, context):
+        device = "cpu"
+        # Get device
+        # device = "cuda" if request.CUDA else "cpu"
+        if request.CUDA:
+            device = "cuda"
+
+        try:
+            print("Preparing models, please wait", file=sys.stderr)
+            self.model = WhisperModel(request.Model, device=device, compute_type="float16")
+        except Exception as err:
+            return backend_pb2.Result(success=False, message=f"Unexpected {err=}, {type(err)=}")
+        # Implement your logic here for the LoadModel service
+        # Replace this with your desired response
+        return backend_pb2.Result(message="Model loaded successfully", success=True)
+
+    def AudioTranscription(self, request, context):
+        resultSegments = []
+        text = ""
+        try:
+            segments, info = self.model.transcribe(request.dst, beam_size=5, condition_on_previous_text=False)
+            id = 0
+            for segment in segments:
+                print("[%.2fs -> %.2fs] %s" % (segment.start, segment.end, segment.text))
+                resultSegments.append(backend_pb2.TranscriptSegment(id=id, start=segment.start, end=segment.end, text=segment.text))
+                text += segment.text
+                id += 1            
+        except Exception as err:
+            print(f"Unexpected {err=}, {type(err)=}", file=sys.stderr)
+
+        return backend_pb2.TranscriptResult(segments=resultSegments, text=text)
+
+def serve(address):
+    server = grpc.server(futures.ThreadPoolExecutor(max_workers=MAX_WORKERS))
+    backend_pb2_grpc.add_BackendServicer_to_server(BackendServicer(), server)
+    server.add_insecure_port(address)
+    server.start()
+    print("Server started. Listening on: " + address, file=sys.stderr)
+
+    # Define the signal handler function
+    def signal_handler(sig, frame):
+        print("Received termination signal. Shutting down...")
+        server.stop(0)
+        sys.exit(0)
+
+    # Set the signal handlers for SIGINT and SIGTERM
+    signal.signal(signal.SIGINT, signal_handler)
+    signal.signal(signal.SIGTERM, signal_handler)
+
+    try:
+        while True:
+            time.sleep(_ONE_DAY_IN_SECONDS)
+    except KeyboardInterrupt:
+        server.stop(0)
+
+if __name__ == "__main__":
+    parser = argparse.ArgumentParser(description="Run the gRPC server.")
+    parser.add_argument(
+        "--addr", default="localhost:50051", help="The address to bind the server to."
+    )
+    args = parser.parse_args()
+
+    serve(args.addr)
diff --git a/backend/python/faster-whisper/install.sh b/backend/python/faster-whisper/install.sh
new file mode 100755
index 00000000..36443ef1
--- /dev/null
+++ b/backend/python/faster-whisper/install.sh
@@ -0,0 +1,14 @@
+#!/bin/bash
+set -e
+
+source $(dirname $0)/../common/libbackend.sh
+
+# This is here because the Intel pip index is broken and returns 200 status codes for every package name, it just doesn't return any package links.
+# This makes uv think that the package exists in the Intel pip index, and by default it stops looking at other pip indexes once it finds a match.
+# We need uv to continue falling through to the pypi default index to find optimum[openvino] in the pypi index
+# the --upgrade actually allows us to *downgrade* torch to the version provided in the Intel pip index
+if [ "x${BUILD_PROFILE}" == "xintel" ]; then
+    EXTRA_PIP_INSTALL_FLAGS+=" --upgrade --index-strategy=unsafe-first-match"
+fi
+
+installRequirements
diff --git a/backend/python/faster-whisper/protogen.sh b/backend/python/faster-whisper/protogen.sh
new file mode 100644
index 00000000..32f39fbb
--- /dev/null
+++ b/backend/python/faster-whisper/protogen.sh
@@ -0,0 +1,6 @@
+#!/bin/bash
+set -e
+
+source $(dirname $0)/../common/libbackend.sh
+
+python3 -m grpc_tools.protoc -I../.. --python_out=. --grpc_python_out=. backend.proto
\ No newline at end of file
diff --git a/backend/python/faster-whisper/requirements-cpu.txt b/backend/python/faster-whisper/requirements-cpu.txt
new file mode 100644
index 00000000..3e03f3ad
--- /dev/null
+++ b/backend/python/faster-whisper/requirements-cpu.txt
@@ -0,0 +1,8 @@
+faster-whisper
+opencv-python
+accelerate
+compel
+peft
+sentencepiece
+torch==2.4.1
+optimum-quanto
\ No newline at end of file
diff --git a/backend/python/faster-whisper/requirements-cublas11.txt b/backend/python/faster-whisper/requirements-cublas11.txt
new file mode 100644
index 00000000..b7453295
--- /dev/null
+++ b/backend/python/faster-whisper/requirements-cublas11.txt
@@ -0,0 +1,9 @@
+--extra-index-url https://download.pytorch.org/whl/cu118
+torch==2.4.1+cu118
+faster-whisper
+opencv-python
+accelerate
+compel
+peft
+sentencepiece
+optimum-quanto
\ No newline at end of file
diff --git a/backend/python/faster-whisper/requirements-cublas12.txt b/backend/python/faster-whisper/requirements-cublas12.txt
new file mode 100644
index 00000000..8f46fa4a
--- /dev/null
+++ b/backend/python/faster-whisper/requirements-cublas12.txt
@@ -0,0 +1,8 @@
+torch==2.4.1
+faster-whisper
+opencv-python
+accelerate
+compel
+peft
+sentencepiece
+optimum-quanto
\ No newline at end of file
diff --git a/backend/python/faster-whisper/requirements-hipblas.txt b/backend/python/faster-whisper/requirements-hipblas.txt
new file mode 100644
index 00000000..29413f05
--- /dev/null
+++ b/backend/python/faster-whisper/requirements-hipblas.txt
@@ -0,0 +1,3 @@
+--extra-index-url https://download.pytorch.org/whl/rocm6.0
+torch
+faster-whisper
\ No newline at end of file
diff --git a/backend/python/faster-whisper/requirements-intel.txt b/backend/python/faster-whisper/requirements-intel.txt
new file mode 100644
index 00000000..417aa0b4
--- /dev/null
+++ b/backend/python/faster-whisper/requirements-intel.txt
@@ -0,0 +1,6 @@
+--extra-index-url https://pytorch-extension.intel.com/release-whl/stable/xpu/us/
+intel-extension-for-pytorch==2.3.110+xpu
+torch==2.3.1+cxx11.abi
+oneccl_bind_pt==2.3.100+xpu
+optimum[openvino]
+faster-whisper
\ No newline at end of file
diff --git a/backend/python/faster-whisper/requirements.txt b/backend/python/faster-whisper/requirements.txt
new file mode 100644
index 00000000..0f43df10
--- /dev/null
+++ b/backend/python/faster-whisper/requirements.txt
@@ -0,0 +1,3 @@
+grpcio==1.69.0
+protobuf
+grpcio-tools
\ No newline at end of file
diff --git a/backend/python/faster-whisper/run.sh b/backend/python/faster-whisper/run.sh
new file mode 100755
index 00000000..375c07e5
--- /dev/null
+++ b/backend/python/faster-whisper/run.sh
@@ -0,0 +1,4 @@
+#!/bin/bash
+source $(dirname $0)/../common/libbackend.sh
+
+startBackend $@
\ No newline at end of file
diff --git a/backend/python/faster-whisper/test.sh b/backend/python/faster-whisper/test.sh
new file mode 100755
index 00000000..6940b066
--- /dev/null
+++ b/backend/python/faster-whisper/test.sh
@@ -0,0 +1,6 @@
+#!/bin/bash
+set -e
+
+source $(dirname $0)/../common/libbackend.sh
+
+runUnittests

From 200fe358f0c2f25a61b0b64478f10be945021f75 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Thu, 23 Jan 2025 08:06:43 +0100
Subject: [PATCH 077/679] chore: :arrow_up: Update ggerganov/llama.cpp to
 `6152129d05870cb38162c422c6ba80434e021e9f` (#4668)

:arrow_up: Update ggerganov/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index efc5812b..467b2d39 100644
--- a/Makefile
+++ b/Makefile
@@ -8,7 +8,7 @@ DETECT_LIBS?=true
 # llama.cpp versions
 GOLLAMA_REPO?=https://github.com/go-skynet/go-llama.cpp
 GOLLAMA_VERSION?=2b57a8ae43e4699d3dc5d1496a1ccd42922993be
-CPPLLAMA_VERSION?=6171c9d25820ccf676b243c172868819d882848f
+CPPLLAMA_VERSION?=6152129d05870cb38162c422c6ba80434e021e9f
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 89429a439b3a5c5571f8bfe9be228a56f94f7a84 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 23 Jan 2025 09:30:47 +0100
Subject: [PATCH 078/679] feat(transformers): add support to Mamba (#4669)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 Dockerfile                                    |   6 +-
 Makefile                                      |  13 +-
 backend/python/mamba/Makefile                 |  29 ---
 backend/python/mamba/README.md                |   5 -
 backend/python/mamba/backend.py               | 179 ------------------
 backend/python/mamba/install.sh               |   9 -
 backend/python/mamba/requirements-after.txt   |   2 -
 backend/python/mamba/requirements-cpu.txt     |   2 -
 .../python/mamba/requirements-cublas11.txt    |   3 -
 .../python/mamba/requirements-cublas12.txt    |   2 -
 backend/python/mamba/requirements-install.txt |   6 -
 backend/python/mamba/requirements.txt         |   3 -
 backend/python/mamba/run.sh                   |   6 -
 backend/python/mamba/test.py                  |  76 --------
 backend/python/mamba/test.sh                  |   6 -
 backend/python/transformers/backend.py        |   6 +-
 pkg/model/initializers.go                     |   2 +
 17 files changed, 10 insertions(+), 345 deletions(-)
 delete mode 100644 backend/python/mamba/Makefile
 delete mode 100644 backend/python/mamba/README.md
 delete mode 100644 backend/python/mamba/backend.py
 delete mode 100755 backend/python/mamba/install.sh
 delete mode 100644 backend/python/mamba/requirements-after.txt
 delete mode 100644 backend/python/mamba/requirements-cpu.txt
 delete mode 100644 backend/python/mamba/requirements-cublas11.txt
 delete mode 100644 backend/python/mamba/requirements-cublas12.txt
 delete mode 100644 backend/python/mamba/requirements-install.txt
 delete mode 100644 backend/python/mamba/requirements.txt
 delete mode 100755 backend/python/mamba/run.sh
 delete mode 100644 backend/python/mamba/test.py
 delete mode 100755 backend/python/mamba/test.sh

diff --git a/Dockerfile b/Dockerfile
index b01f071d..9f699ac9 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -15,8 +15,7 @@ ARG TARGETARCH
 ARG TARGETVARIANT
 
 ENV DEBIAN_FRONTEND=noninteractive
-ENV EXTERNAL_GRPC_BACKENDS="coqui:/build/backend/python/coqui/run.sh,transformers:/build/backend/python/transformers/run.sh,rerankers:/build/backend/python/rerankers/run.sh,autogptq:/build/backend/python/autogptq/run.sh,bark:/build/backend/python/bark/run.sh,diffusers:/build/backend/python/diffusers/run.sh,faster-whisper:/build/backend/python/faster-whisper/run.sh,openvoice:/build/backend/python/openvoice/run.sh,kokoro:/build/backend/python/kokoro/run.sh,vllm:/build/backend/python/vllm/run.sh,mamba:/build/backend/python/mamba/run.sh,exllama2:/build/backend/python/exllama2/run.sh,parler-tts:/build/backend/python/parler-tts/run.sh"
-
+ENV EXTERNAL_GRPC_BACKENDS="coqui:/build/backend/python/coqui/run.sh,transformers:/build/backend/python/transformers/run.sh,rerankers:/build/backend/python/rerankers/run.sh,autogptq:/build/backend/python/autogptq/run.sh,bark:/build/backend/python/bark/run.sh,diffusers:/build/backend/python/diffusers/run.sh,faster-whisper:/build/backend/python/faster-whisper/run.sh,openvoice:/build/backend/python/openvoice/run.sh,kokoro:/build/backend/python/kokoro/run.sh,vllm:/build/backend/python/vllm/run.sh,exllama2:/build/backend/python/exllama2/run.sh,parler-tts:/build/backend/python/parler-tts/run.sh"
 
 RUN apt-get update && \
     apt-get install -y --no-install-recommends \
@@ -445,9 +444,6 @@ RUN if [[ ( "${EXTRA_BACKENDS}" =~ "vllm" || -z "${EXTRA_BACKENDS}" ) && "$IMAGE
     ; fi && \
     if [[ ( "${EXTRA_BACKENDS}" =~ "rerankers" || -z "${EXTRA_BACKENDS}" ) && "$IMAGE_TYPE" == "extras" ]]; then \
         make -C backend/python/rerankers \
-    ; fi && \
-    if [[ ( "${EXTRA_BACKENDS}" =~ "mamba" || -z "${EXTRA_BACKENDS}" ) && "$IMAGE_TYPE" == "extras" ]]; then \
-        make -C backend/python/mamba \
     ; fi
 
 # Make sure the models directory exists
diff --git a/Makefile b/Makefile
index 467b2d39..fc649c4f 100644
--- a/Makefile
+++ b/Makefile
@@ -533,10 +533,10 @@ protogen-go-clean:
 	$(RM) bin/*
 
 .PHONY: protogen-python
-protogen-python: autogptq-protogen bark-protogen coqui-protogen diffusers-protogen exllama2-protogen mamba-protogen rerankers-protogen transformers-protogen parler-tts-protogen kokoro-protogen vllm-protogen openvoice-protogen faster-whisper-protogen
+protogen-python: autogptq-protogen bark-protogen coqui-protogen diffusers-protogen exllama2-protogen rerankers-protogen transformers-protogen parler-tts-protogen kokoro-protogen vllm-protogen openvoice-protogen faster-whisper-protogen
 
 .PHONY: protogen-python-clean
-protogen-python-clean: autogptq-protogen-clean bark-protogen-clean coqui-protogen-clean diffusers-protogen-clean  exllama2-protogen-clean mamba-protogen-clean rerankers-protogen-clean transformers-protogen-clean parler-tts-protogen-clean kokoro-protogen-clean vllm-protogen-clean openvoice-protogen-clean faster-whisper-protogen-clean
+protogen-python-clean: autogptq-protogen-clean bark-protogen-clean coqui-protogen-clean diffusers-protogen-clean  exllama2-protogen-clean rerankers-protogen-clean transformers-protogen-clean parler-tts-protogen-clean kokoro-protogen-clean vllm-protogen-clean openvoice-protogen-clean faster-whisper-protogen-clean
 
 .PHONY: autogptq-protogen
 autogptq-protogen:
@@ -586,14 +586,6 @@ exllama2-protogen:
 exllama2-protogen-clean:
 	$(MAKE) -C backend/python/exllama2 protogen-clean
 
-.PHONY: mamba-protogen
-mamba-protogen:
-	$(MAKE) -C backend/python/mamba protogen
-
-.PHONY: mamba-protogen-clean
-mamba-protogen-clean:
-	$(MAKE) -C backend/python/mamba protogen-clean
-
 .PHONY: rerankers-protogen
 rerankers-protogen:
 	$(MAKE) -C backend/python/rerankers protogen
@@ -651,7 +643,6 @@ prepare-extra-conda-environments: protogen-python
 	$(MAKE) -C backend/python/diffusers
 	$(MAKE) -C backend/python/faster-whisper
 	$(MAKE) -C backend/python/vllm
-	$(MAKE) -C backend/python/mamba
 	$(MAKE) -C backend/python/rerankers
 	$(MAKE) -C backend/python/transformers
 	$(MAKE) -C backend/python/parler-tts
diff --git a/backend/python/mamba/Makefile b/backend/python/mamba/Makefile
deleted file mode 100644
index 52b1c53a..00000000
--- a/backend/python/mamba/Makefile
+++ /dev/null
@@ -1,29 +0,0 @@
-.PHONY: mamba
-mamba: protogen
-	bash install.sh 
-
-.PHONY: run
-run: protogen
-	@echo "Running mamba..."
-	bash run.sh
-	@echo "mamba run."
-
-.PHONY: test
-test: protogen
-	@echo "Testing mamba..."
-	bash test.sh
-	@echo "mamba tested."
-
-.PHONY: protogen
-protogen: backend_pb2_grpc.py backend_pb2.py
-
-.PHONY: protogen-clean
-protogen-clean:
-	$(RM) backend_pb2_grpc.py backend_pb2.py
-
-backend_pb2_grpc.py backend_pb2.py:
-	python3 -m grpc_tools.protoc -I../.. --python_out=. --grpc_python_out=. backend.proto
-
-.PHONY: clean
-clean: protogen-clean
-	$(RM) -r venv __pycache__
\ No newline at end of file
diff --git a/backend/python/mamba/README.md b/backend/python/mamba/README.md
deleted file mode 100644
index d6ead917..00000000
--- a/backend/python/mamba/README.md
+++ /dev/null
@@ -1,5 +0,0 @@
-# Creating a separate environment for the mamba project
-
-```
-make mamba
-```
\ No newline at end of file
diff --git a/backend/python/mamba/backend.py b/backend/python/mamba/backend.py
deleted file mode 100644
index 3c15fea7..00000000
--- a/backend/python/mamba/backend.py
+++ /dev/null
@@ -1,179 +0,0 @@
-#!/usr/bin/env python3
-from concurrent import futures
-import time
-import argparse
-import signal
-import sys
-import os
-
-import backend_pb2
-import backend_pb2_grpc
-
-import grpc
-
-import torch
-from transformers import AutoTokenizer, AutoModelForCausalLM
-from mamba_ssm.models.mixer_seq_simple import MambaLMHeadModel
-
-_ONE_DAY_IN_SECONDS = 60 * 60 * 24
-
-# If MAX_WORKERS are specified in the environment use it, otherwise default to 1
-MAX_WORKERS = int(os.environ.get('PYTHON_GRPC_MAX_WORKERS', '1'))
-MAMBA_CHAT= os.environ.get('MAMBA_CHAT', '1') == '1'
-
-# Implement the BackendServicer class with the service methods
-class BackendServicer(backend_pb2_grpc.BackendServicer):
-    """
-    A gRPC servicer that implements the Backend service defined in backend.proto.
-    """
-    def generate(self,prompt, max_new_tokens):
-        """
-        Generates text based on the given prompt and maximum number of new tokens.
-
-        Args:
-            prompt (str): The prompt to generate text from.
-            max_new_tokens (int): The maximum number of new tokens to generate.
-
-        Returns:
-            str: The generated text.
-        """
-        self.generator.end_beam_search()
-
-        # Tokenizing the input
-        ids = self.generator.tokenizer.encode(prompt)
-
-        self.generator.gen_begin_reuse(ids)
-        initial_len = self.generator.sequence[0].shape[0]
-        has_leading_space = False
-        decoded_text = ''
-        for i in range(max_new_tokens):
-            token = self.generator.gen_single_token()
-            if i == 0 and self.generator.tokenizer.tokenizer.IdToPiece(int(token)).startswith('▁'):
-                has_leading_space = True
-
-            decoded_text = self.generator.tokenizer.decode(self.generator.sequence[0][initial_len:])
-            if has_leading_space:
-                decoded_text = ' ' + decoded_text
-
-            if token.item() == self.generator.tokenizer.eos_token_id:
-                break
-        return decoded_text
-
-    def Health(self, request, context):
-        """
-        Returns a health check message.
-
-        Args:
-            request: The health check request.
-            context: The gRPC context.
-
-        Returns:
-            backend_pb2.Reply: The health check reply.
-        """
-        return backend_pb2.Reply(message=bytes("OK", 'utf-8'))
-
-    def LoadModel(self, request, context):
-        """
-        Loads a language model.
-
-        Args:
-            request: The load model request.
-            context: The gRPC context.
-
-        Returns:
-            backend_pb2.Result: The load model result.
-        """
-        try:
-            tokenizerModel = request.Tokenizer
-            if tokenizerModel == "":
-                tokenizerModel = request.Model
-
-            tokenizer = AutoTokenizer.from_pretrained(tokenizerModel)
-            if MAMBA_CHAT:
-                tokenizer.eos_token = "<|endoftext|>"
-                tokenizer.pad_token = tokenizer.eos_token
-            self.tokenizer = tokenizer
-            self.model = MambaLMHeadModel.from_pretrained(request.Model, device="cuda", dtype=torch.float16)
-        except Exception as err:
-            return backend_pb2.Result(success=False, message=f"Unexpected {err=}, {type(err)=}")
-        return backend_pb2.Result(message="Model loaded successfully", success=True)
-
-    def Predict(self, request, context):
-        """
-        Generates text based on the given prompt and sampling parameters.
-
-        Args:
-            request: The predict request.
-            context: The gRPC context.
-
-        Returns:
-            backend_pb2.Result: The predict result.
-        """
-        if request.TopP == 0:
-            request.TopP = 0.9
-
-        max_tokens = request.Tokens
-
-        if request.Tokens == 0:
-            max_tokens = 2000
-
-        # encoded_input = self.tokenizer(request.Prompt)
-        tokens = self.tokenizer(request.Prompt, return_tensors="pt")
-        input_ids = tokens.input_ids.to(device="cuda")
-        out = self.model.generate(input_ids=input_ids, max_length=max_tokens, temperature=request.Temperature,
-                                     top_p=request.TopP, eos_token_id=self.tokenizer.eos_token_id)
-
-        decoded = self.tokenizer.batch_decode(out)
-       
-        generated_text = decoded[0]
-
-        # Remove prompt from response if present
-        if request.Prompt in generated_text:
-            generated_text = generated_text.replace(request.Prompt, "")
-
-        return backend_pb2.Reply(message=bytes(generated_text, encoding='utf-8'))
-
-    def PredictStream(self, request, context):
-        """
-        Generates text based on the given prompt and sampling parameters, and streams the results.
-
-        Args:
-            request: The predict stream request.
-            context: The gRPC context.
-
-        Returns:
-            backend_pb2.Result: The predict stream result.
-        """
-        yield self.Predict(request, context)
-
-def serve(address):
-    server = grpc.server(futures.ThreadPoolExecutor(max_workers=MAX_WORKERS))
-    backend_pb2_grpc.add_BackendServicer_to_server(BackendServicer(), server)
-    server.add_insecure_port(address)
-    server.start()
-    print("Server started. Listening on: " + address, file=sys.stderr)
-
-    # Define the signal handler function
-    def signal_handler(sig, frame):
-        print("Received termination signal. Shutting down...")
-        server.stop(0)
-        sys.exit(0)
-
-    # Set the signal handlers for SIGINT and SIGTERM
-    signal.signal(signal.SIGINT, signal_handler)
-    signal.signal(signal.SIGTERM, signal_handler)
-
-    try:
-        while True:
-            time.sleep(_ONE_DAY_IN_SECONDS)
-    except KeyboardInterrupt:
-        server.stop(0)
-
-if __name__ == "__main__":
-    parser = argparse.ArgumentParser(description="Run the gRPC server.")
-    parser.add_argument(
-        "--addr", default="localhost:50051", help="The address to bind the server to."
-    )
-    args = parser.parse_args()
-
-    serve(args.addr)
diff --git a/backend/python/mamba/install.sh b/backend/python/mamba/install.sh
deleted file mode 100755
index db18eefc..00000000
--- a/backend/python/mamba/install.sh
+++ /dev/null
@@ -1,9 +0,0 @@
-#!/bin/bash
-set -e
-
-LIMIT_TARGETS="cublas"
-EXTRA_PIP_INSTALL_FLAGS="--no-build-isolation"
-
-source $(dirname $0)/../common/libbackend.sh
-
-installRequirements
\ No newline at end of file
diff --git a/backend/python/mamba/requirements-after.txt b/backend/python/mamba/requirements-after.txt
deleted file mode 100644
index ea6890eb..00000000
--- a/backend/python/mamba/requirements-after.txt
+++ /dev/null
@@ -1,2 +0,0 @@
-causal-conv1d==1.4.0
-mamba-ssm==2.2.2
\ No newline at end of file
diff --git a/backend/python/mamba/requirements-cpu.txt b/backend/python/mamba/requirements-cpu.txt
deleted file mode 100644
index b4f1261f..00000000
--- a/backend/python/mamba/requirements-cpu.txt
+++ /dev/null
@@ -1,2 +0,0 @@
-torch==2.4.1
-transformers
\ No newline at end of file
diff --git a/backend/python/mamba/requirements-cublas11.txt b/backend/python/mamba/requirements-cublas11.txt
deleted file mode 100644
index ed0d4df5..00000000
--- a/backend/python/mamba/requirements-cublas11.txt
+++ /dev/null
@@ -1,3 +0,0 @@
---extra-index-url https://download.pytorch.org/whl/cu118
-torch==2.4.1+cu118
-transformers
\ No newline at end of file
diff --git a/backend/python/mamba/requirements-cublas12.txt b/backend/python/mamba/requirements-cublas12.txt
deleted file mode 100644
index b4f1261f..00000000
--- a/backend/python/mamba/requirements-cublas12.txt
+++ /dev/null
@@ -1,2 +0,0 @@
-torch==2.4.1
-transformers
\ No newline at end of file
diff --git a/backend/python/mamba/requirements-install.txt b/backend/python/mamba/requirements-install.txt
deleted file mode 100644
index 69d263f0..00000000
--- a/backend/python/mamba/requirements-install.txt
+++ /dev/null
@@ -1,6 +0,0 @@
-# mabma does not specify it's build dependencies per PEP517, so we need to disable build isolation
-# this also means that we need to install the basic build dependencies into the venv ourselves
-# https://github.com/Dao-AILab/causal-conv1d/issues/24
-packaging
-setuptools
-wheel
\ No newline at end of file
diff --git a/backend/python/mamba/requirements.txt b/backend/python/mamba/requirements.txt
deleted file mode 100644
index afc8b2a9..00000000
--- a/backend/python/mamba/requirements.txt
+++ /dev/null
@@ -1,3 +0,0 @@
-grpcio==1.69.0
-protobuf
-certifi
\ No newline at end of file
diff --git a/backend/python/mamba/run.sh b/backend/python/mamba/run.sh
deleted file mode 100755
index 1afc3984..00000000
--- a/backend/python/mamba/run.sh
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/bin/bash
-LIMIT_TARGETS="cublas"
-
-source $(dirname $0)/../common/libbackend.sh
-
-startBackend $@
\ No newline at end of file
diff --git a/backend/python/mamba/test.py b/backend/python/mamba/test.py
deleted file mode 100644
index 83fb2651..00000000
--- a/backend/python/mamba/test.py
+++ /dev/null
@@ -1,76 +0,0 @@
-import unittest
-import subprocess
-import time
-import backend_pb2
-import backend_pb2_grpc
-
-import grpc
-
-import unittest
-import subprocess
-import time
-import grpc
-import backend_pb2_grpc
-import backend_pb2
-
-class TestBackendServicer(unittest.TestCase):
-    """
-    TestBackendServicer is the class that tests the gRPC service.
-
-    This class contains methods to test the startup and shutdown of the gRPC service.
-    """
-    def setUp(self):
-        self.service = subprocess.Popen(["python", "backend.py", "--addr", "localhost:50051"])
-        time.sleep(10)
-
-    def tearDown(self) -> None:
-        self.service.terminate()
-        self.service.wait()
-
-    def test_server_startup(self):
-        try:
-            self.setUp()
-            with grpc.insecure_channel("localhost:50051") as channel:
-                stub = backend_pb2_grpc.BackendStub(channel)
-                response = stub.Health(backend_pb2.HealthMessage())
-                self.assertEqual(response.message, b'OK')
-        except Exception as err:
-            print(err)
-            self.fail("Server failed to start")
-        finally:
-            self.tearDown()
-    def test_load_model(self):
-        """
-        This method tests if the model is loaded successfully
-        """
-        try:
-            self.setUp()
-            with grpc.insecure_channel("localhost:50051") as channel:
-                stub = backend_pb2_grpc.BackendStub(channel)
-                response = stub.LoadModel(backend_pb2.ModelOptions(Model="facebook/opt-125m"))
-                self.assertTrue(response.success)
-                self.assertEqual(response.message, "Model loaded successfully")
-        except Exception as err:
-            print(err)
-            self.fail("LoadModel service failed")
-        finally:
-            self.tearDown()
-
-    def test_text(self):
-        """
-        This method tests if the embeddings are generated successfully
-        """
-        try:
-            self.setUp()
-            with grpc.insecure_channel("localhost:50051") as channel:
-                stub = backend_pb2_grpc.BackendStub(channel)
-                response = stub.LoadModel(backend_pb2.ModelOptions(Model="facebook/opt-125m"))
-                self.assertTrue(response.success)
-                req = backend_pb2.PredictOptions(Prompt="The capital of France is")
-                resp = stub.Predict(req)
-                self.assertIsNotNone(resp.message)
-        except Exception as err:
-            print(err)
-            self.fail("text service failed")
-        finally:
-            self.tearDown()
\ No newline at end of file
diff --git a/backend/python/mamba/test.sh b/backend/python/mamba/test.sh
deleted file mode 100755
index 6940b066..00000000
--- a/backend/python/mamba/test.sh
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/bin/bash
-set -e
-
-source $(dirname $0)/../common/libbackend.sh
-
-runUnittests
diff --git a/backend/python/transformers/backend.py b/backend/python/transformers/backend.py
index 9b65c6db..b0d5875b 100644
--- a/backend/python/transformers/backend.py
+++ b/backend/python/transformers/backend.py
@@ -21,7 +21,7 @@ import torch.cuda
 
 
 XPU=os.environ.get("XPU", "0") == "1"
-from transformers import AutoTokenizer, AutoModel, set_seed, TextIteratorStreamer, StoppingCriteriaList, StopStringCriteria
+from transformers import AutoTokenizer, AutoModel, set_seed, TextIteratorStreamer, StoppingCriteriaList, StopStringCriteria, MambaConfig, MambaForCausalLM
 from transformers import AutoProcessor, MusicgenForConditionalGeneration
 from scipy.io import wavfile
 import outetts
@@ -245,6 +245,10 @@ class BackendServicer(backend_pb2_grpc.BackendServicer):
                 autoTokenizer = False
                 self.model = SentenceTransformer(model_name, trust_remote_code=request.TrustRemoteCode)
                 self.SentenceTransformer = True
+            elif request.Type == "Mamba":
+                autoTokenizer = False
+                self.tokenizer = AutoTokenizer.from_pretrained(model_name)
+                self.model = MambaForCausalLM.from_pretrained(model_name)
             else:
                 print("Automodel", file=sys.stderr)
                 self.model = AutoModel.from_pretrained(model_name, 
diff --git a/pkg/model/initializers.go b/pkg/model/initializers.go
index b2a5293b..d5f1459b 100644
--- a/pkg/model/initializers.go
+++ b/pkg/model/initializers.go
@@ -29,12 +29,14 @@ var Aliases map[string]string = map[string]string{
 	"langchain-huggingface":  LCHuggingFaceBackend,
 	"transformers-musicgen":  TransformersBackend,
 	"sentencetransformers":   TransformersBackend,
+	"mamba":                  TransformersBackend,
 	"stablediffusion":        StableDiffusionGGMLBackend,
 }
 
 var TypeAlias map[string]string = map[string]string{
 	"sentencetransformers":   "SentenceTransformer",
 	"huggingface-embeddings": "SentenceTransformer",
+	"mamba":                  "Mamba",
 	"transformers-musicgen":  "MusicgenForConditionalGeneration",
 }
 

From 318225f631189c6d8952eac5125d220ca76246f5 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 23 Jan 2025 09:46:16 +0100
Subject: [PATCH 079/679] chore(parler-tts): drop backend (#4672)

We support at this point more extensive backends that are SOTA and
support also voice cloning, and many other features. This backend is
superseded and also poses significant maintenance burden as there is an
open issue https://github.com/mudler/LocalAI/issues/3941 which is still
open as it deps are pinning old versions of grpc.

Closes https://github.com/mudler/LocalAI/issues/3941

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 Dockerfile                                    |   7 +-
 Makefile                                      |  13 +-
 backend/python/parler-tts/Makefile            |  44 ------
 backend/python/parler-tts/backend.py          | 125 ------------------
 backend/python/parler-tts/install.sh          |  28 ----
 backend/python/parler-tts/protogen.sh         |   6 -
 .../python/parler-tts/requirements-after.txt  |   4 -
 .../python/parler-tts/requirements-cpu.txt    |   3 -
 .../parler-tts/requirements-cublas11.txt      |   5 -
 .../parler-tts/requirements-cublas12.txt      |   4 -
 .../parler-tts/requirements-hipblas.txt       |   5 -
 .../python/parler-tts/requirements-intel.txt  |   8 --
 backend/python/parler-tts/requirements.txt    |   4 -
 backend/python/parler-tts/run.sh              |   4 -
 backend/python/parler-tts/test.py             |  81 ------------
 backend/python/parler-tts/test.sh             |   6 -
 16 files changed, 4 insertions(+), 343 deletions(-)
 delete mode 100644 backend/python/parler-tts/Makefile
 delete mode 100644 backend/python/parler-tts/backend.py
 delete mode 100755 backend/python/parler-tts/install.sh
 delete mode 100755 backend/python/parler-tts/protogen.sh
 delete mode 100644 backend/python/parler-tts/requirements-after.txt
 delete mode 100644 backend/python/parler-tts/requirements-cpu.txt
 delete mode 100644 backend/python/parler-tts/requirements-cublas11.txt
 delete mode 100644 backend/python/parler-tts/requirements-cublas12.txt
 delete mode 100644 backend/python/parler-tts/requirements-hipblas.txt
 delete mode 100644 backend/python/parler-tts/requirements-intel.txt
 delete mode 100644 backend/python/parler-tts/requirements.txt
 delete mode 100755 backend/python/parler-tts/run.sh
 delete mode 100644 backend/python/parler-tts/test.py
 delete mode 100755 backend/python/parler-tts/test.sh

diff --git a/Dockerfile b/Dockerfile
index 9f699ac9..625d2869 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -15,7 +15,7 @@ ARG TARGETARCH
 ARG TARGETVARIANT
 
 ENV DEBIAN_FRONTEND=noninteractive
-ENV EXTERNAL_GRPC_BACKENDS="coqui:/build/backend/python/coqui/run.sh,transformers:/build/backend/python/transformers/run.sh,rerankers:/build/backend/python/rerankers/run.sh,autogptq:/build/backend/python/autogptq/run.sh,bark:/build/backend/python/bark/run.sh,diffusers:/build/backend/python/diffusers/run.sh,faster-whisper:/build/backend/python/faster-whisper/run.sh,openvoice:/build/backend/python/openvoice/run.sh,kokoro:/build/backend/python/kokoro/run.sh,vllm:/build/backend/python/vllm/run.sh,exllama2:/build/backend/python/exllama2/run.sh,parler-tts:/build/backend/python/parler-tts/run.sh"
+ENV EXTERNAL_GRPC_BACKENDS="coqui:/build/backend/python/coqui/run.sh,transformers:/build/backend/python/transformers/run.sh,rerankers:/build/backend/python/rerankers/run.sh,autogptq:/build/backend/python/autogptq/run.sh,bark:/build/backend/python/bark/run.sh,diffusers:/build/backend/python/diffusers/run.sh,faster-whisper:/build/backend/python/faster-whisper/run.sh,openvoice:/build/backend/python/openvoice/run.sh,kokoro:/build/backend/python/kokoro/run.sh,vllm:/build/backend/python/vllm/run.sh,exllama2:/build/backend/python/exllama2/run.sh"
 
 RUN apt-get update && \
     apt-get install -y --no-install-recommends \
@@ -410,11 +410,8 @@ RUN if [[ ( "${IMAGE_TYPE}" == "extras ")]]; then \
 RUN if [[ ( "${EXTRA_BACKENDS}" =~ "coqui" || -z "${EXTRA_BACKENDS}" ) && "$IMAGE_TYPE" == "extras" ]]; then \
         make -C backend/python/coqui \
     ; fi && \
-    if [[ ( "${EXTRA_BACKENDS}" =~ "parler-tts" || -z "${EXTRA_BACKENDS}" ) && "$IMAGE_TYPE" == "extras" ]]; then \
-        make -C backend/python/parler-tts \
-    ; fi && \
     if [[ ( "${EXTRA_BACKENDS}" =~ "faster-whisper" || -z "${EXTRA_BACKENDS}" ) && "$IMAGE_TYPE" == "extras" ]]; then \
-        make -C backend/python/parler-tts \
+        make -C backend/python/faster-whisper \
     ; fi && \
     if [[ ( "${EXTRA_BACKENDS}" =~ "diffusers" || -z "${EXTRA_BACKENDS}" ) && "$IMAGE_TYPE" == "extras" ]]; then \
         make -C backend/python/diffusers \
diff --git a/Makefile b/Makefile
index fc649c4f..04e280d8 100644
--- a/Makefile
+++ b/Makefile
@@ -533,10 +533,10 @@ protogen-go-clean:
 	$(RM) bin/*
 
 .PHONY: protogen-python
-protogen-python: autogptq-protogen bark-protogen coqui-protogen diffusers-protogen exllama2-protogen rerankers-protogen transformers-protogen parler-tts-protogen kokoro-protogen vllm-protogen openvoice-protogen faster-whisper-protogen
+protogen-python: autogptq-protogen bark-protogen coqui-protogen diffusers-protogen exllama2-protogen rerankers-protogen transformers-protogen kokoro-protogen vllm-protogen openvoice-protogen faster-whisper-protogen
 
 .PHONY: protogen-python-clean
-protogen-python-clean: autogptq-protogen-clean bark-protogen-clean coqui-protogen-clean diffusers-protogen-clean  exllama2-protogen-clean rerankers-protogen-clean transformers-protogen-clean parler-tts-protogen-clean kokoro-protogen-clean vllm-protogen-clean openvoice-protogen-clean faster-whisper-protogen-clean
+protogen-python-clean: autogptq-protogen-clean bark-protogen-clean coqui-protogen-clean diffusers-protogen-clean  exllama2-protogen-clean rerankers-protogen-clean transformers-protogen-clean kokoro-protogen-clean vllm-protogen-clean openvoice-protogen-clean faster-whisper-protogen-clean
 
 .PHONY: autogptq-protogen
 autogptq-protogen:
@@ -602,14 +602,6 @@ transformers-protogen:
 transformers-protogen-clean:
 	$(MAKE) -C backend/python/transformers protogen-clean
 
-.PHONY: parler-tts-protogen
-parler-tts-protogen:
-	$(MAKE) -C backend/python/parler-tts protogen
-
-.PHONY: parler-tts-protogen-clean
-parler-tts-protogen-clean:
-	$(MAKE) -C backend/python/parler-tts protogen-clean
-
 .PHONY: kokoro-protogen
 kokoro-protogen:
 	$(MAKE) -C backend/python/kokoro protogen
@@ -645,7 +637,6 @@ prepare-extra-conda-environments: protogen-python
 	$(MAKE) -C backend/python/vllm
 	$(MAKE) -C backend/python/rerankers
 	$(MAKE) -C backend/python/transformers
-	$(MAKE) -C backend/python/parler-tts
 	$(MAKE) -C backend/python/kokoro
 	$(MAKE) -C backend/python/openvoice
 	$(MAKE) -C backend/python/exllama2
diff --git a/backend/python/parler-tts/Makefile b/backend/python/parler-tts/Makefile
deleted file mode 100644
index 48da2f3f..00000000
--- a/backend/python/parler-tts/Makefile
+++ /dev/null
@@ -1,44 +0,0 @@
-export CONDA_ENV_PATH = "parler.yml"
-SKIP_CONDA?=0
-ifeq ($(BUILD_TYPE), cublas)
-export CONDA_ENV_PATH = "parler-nvidia.yml"
-endif
-
-# Intel GPU are supposed to have dependencies installed in the main python
-# environment, so we skip conda installation for SYCL builds.
-# https://github.com/intel/intel-extension-for-pytorch/issues/538
-ifneq (,$(findstring sycl,$(BUILD_TYPE)))
-export SKIP_CONDA=1
-endif
-
-.PHONY: parler-tts
-parler-tts:
-	@echo "Installing $(CONDA_ENV_PATH)..."
-	bash install.sh $(CONDA_ENV_PATH)
-	$(MAKE) protogen
-
-.PHONY: run
-run: protogen
-	@echo "Running transformers..."
-	bash run.sh
-	@echo "transformers run."
-
-.PHONY: test
-test: protogen
-	@echo "Testing transformers..."
-	bash test.sh
-	@echo "transformers tested."
-
-.PHONY: protogen
-protogen: backend_pb2_grpc.py backend_pb2.py
-
-.PHONY: protogen-clean
-protogen-clean:
-	$(RM) backend_pb2_grpc.py backend_pb2.py
-
-backend_pb2_grpc.py backend_pb2.py:
-	bash protogen.sh
-
-.PHONY: clean
-clean: protogen-clean
-	$(RM) -r venv __pycache__
\ No newline at end of file
diff --git a/backend/python/parler-tts/backend.py b/backend/python/parler-tts/backend.py
deleted file mode 100644
index 655990d7..00000000
--- a/backend/python/parler-tts/backend.py
+++ /dev/null
@@ -1,125 +0,0 @@
-#!/usr/bin/env python3
-"""
-Extra gRPC server for MusicgenForConditionalGeneration models.
-"""
-from concurrent import futures
-
-import argparse
-import signal
-import sys
-import os
-
-import time
-import backend_pb2
-import backend_pb2_grpc
-
-import grpc
-
-from scipy.io.wavfile import write as write_wav
-
-from parler_tts import ParlerTTSForConditionalGeneration
-from transformers import AutoTokenizer
-import soundfile as sf  
-import torch
-
-_ONE_DAY_IN_SECONDS = 60 * 60 * 24
-
-# If MAX_WORKERS are specified in the environment use it, otherwise default to 1
-MAX_WORKERS = int(os.environ.get('PYTHON_GRPC_MAX_WORKERS', '1'))
-
-# Implement the BackendServicer class with the service methods
-class BackendServicer(backend_pb2_grpc.BackendServicer):
-    """
-    A gRPC servicer for the backend service.
-
-    This class implements the gRPC methods for the backend service, including Health, LoadModel, and Embedding.
-    """
-    def Health(self, request, context):
-        """
-        A gRPC method that returns the health status of the backend service.
-
-        Args:
-            request: A HealthRequest object that contains the request parameters.
-            context: A grpc.ServicerContext object that provides information about the RPC.
-
-        Returns:
-            A Reply object that contains the health status of the backend service.
-        """
-        return backend_pb2.Reply(message=bytes("OK", 'utf-8'))
-
-    def LoadModel(self, request, context):
-        """
-        A gRPC method that loads a model into memory.
-
-        Args:
-            request: A LoadModelRequest object that contains the request parameters.
-            context: A grpc.ServicerContext object that provides information about the RPC.
-
-        Returns:
-            A Result object that contains the result of the LoadModel operation.
-        """
-        model_name = request.Model
-        device = "cuda:0" if torch.cuda.is_available() else "cpu"
-        try:
-            self.model = ParlerTTSForConditionalGeneration.from_pretrained(model_name).to(device)
-            self.tokenizer = AutoTokenizer.from_pretrained(model_name)
-        except Exception as err:
-            return backend_pb2.Result(success=False, message=f"Unexpected {err=}, {type(err)=}")
-
-        return backend_pb2.Result(message="Model loaded successfully", success=True)
-
-    def TTS(self, request, context):
-        model_name = request.model
-        voice = request.voice
-        if voice == "":
-            voice = "A female speaker with a slightly low-pitched voice delivers her words quite expressively, in a very confined sounding environment with clear audio quality. She speaks very fast."
-        if model_name == "":
-            return backend_pb2.Result(success=False, message="request.model is required")
-        try:
-            device = "cuda:0" if torch.cuda.is_available() else "cpu"
-            input_ids = self.tokenizer(voice, return_tensors="pt").input_ids.to(device)
-            prompt_input_ids = self.tokenizer(request.text, return_tensors="pt").input_ids.to(device)
-           
-            generation = self.model.generate(input_ids=input_ids, prompt_input_ids=prompt_input_ids)
-            audio_arr = generation.cpu().numpy().squeeze()
-            print("[parler-tts] TTS generated!", file=sys.stderr)
-            sf.write(request.dst, audio_arr, self.model.config.sampling_rate)
-            print("[parler-tts] TTS saved to", request.dst, file=sys.stderr)
-            print("[parler-tts] TTS for", file=sys.stderr)
-            print(request, file=sys.stderr)
-        except Exception as err:
-            return backend_pb2.Result(success=False, message=f"Unexpected {err=}, {type(err)=}")
-        return backend_pb2.Result(success=True)
-
-
-def serve(address):
-    server = grpc.server(futures.ThreadPoolExecutor(max_workers=MAX_WORKERS))
-    backend_pb2_grpc.add_BackendServicer_to_server(BackendServicer(), server)
-    server.add_insecure_port(address)
-    server.start()
-    print("[parler-tts] Server started. Listening on: " + address, file=sys.stderr)
-
-    # Define the signal handler function
-    def signal_handler(sig, frame):
-        print("[parler-tts] Received termination signal. Shutting down...")
-        server.stop(0)
-        sys.exit(0)
-
-    # Set the signal handlers for SIGINT and SIGTERM
-    signal.signal(signal.SIGINT, signal_handler)
-    signal.signal(signal.SIGTERM, signal_handler)
-
-    try:
-        while True:
-            time.sleep(_ONE_DAY_IN_SECONDS)
-    except KeyboardInterrupt:
-        server.stop(0)
-
-if __name__ == "__main__":
-    parser = argparse.ArgumentParser(description="Run the gRPC server.")
-    parser.add_argument(
-        "--addr", default="localhost:50051", help="The address to bind the server to."
-    )
-    args = parser.parse_args()
-    print(f"[parler-tts] startup: {args}", file=sys.stderr)
-    serve(args.addr)
diff --git a/backend/python/parler-tts/install.sh b/backend/python/parler-tts/install.sh
deleted file mode 100755
index 14df9b14..00000000
--- a/backend/python/parler-tts/install.sh
+++ /dev/null
@@ -1,28 +0,0 @@
-#!/bin/bash
-set -e
-
-source $(dirname $0)/../common/libbackend.sh
-
-# This is here because the Intel pip index is broken and returns 200 status codes for every package name, it just doesn't return any package links.
-# This makes uv think that the package exists in the Intel pip index, and by default it stops looking at other pip indexes once it finds a match.
-# We need uv to continue falling through to the pypi default index to find optimum[openvino] in the pypi index
-# the --upgrade actually allows us to *downgrade* torch to the version provided in the Intel pip index
-if [ "x${BUILD_PROFILE}" == "xintel" ]; then
-    EXTRA_PIP_INSTALL_FLAGS+=" --upgrade --index-strategy=unsafe-first-match"
-fi
-
-
-installRequirements
-
-
-# https://github.com/descriptinc/audiotools/issues/101
-# incompatible protobuf versions.
-PYDIR=python3.10
-pyenv="${MY_DIR}/venv/lib/${PYDIR}/site-packages/google/protobuf/internal/"
-
-if [ ! -d ${pyenv} ]; then
-    echo "(parler-tts/install.sh): Error: ${pyenv} does not exist"
-    exit 1
-fi
-
-curl -L https://raw.githubusercontent.com/protocolbuffers/protobuf/main/python/google/protobuf/internal/builder.py -o ${pyenv}/builder.py
diff --git a/backend/python/parler-tts/protogen.sh b/backend/python/parler-tts/protogen.sh
deleted file mode 100755
index 32f39fbb..00000000
--- a/backend/python/parler-tts/protogen.sh
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/bin/bash
-set -e
-
-source $(dirname $0)/../common/libbackend.sh
-
-python3 -m grpc_tools.protoc -I../.. --python_out=. --grpc_python_out=. backend.proto
\ No newline at end of file
diff --git a/backend/python/parler-tts/requirements-after.txt b/backend/python/parler-tts/requirements-after.txt
deleted file mode 100644
index 702074de..00000000
--- a/backend/python/parler-tts/requirements-after.txt
+++ /dev/null
@@ -1,4 +0,0 @@
-git+https://github.com/huggingface/parler-tts.git@8e465f1b5fcd223478e07175cb40494d19ffbe17
-llvmlite==0.43.0
-numba==0.60.0
-grpcio-tools==1.42.0
\ No newline at end of file
diff --git a/backend/python/parler-tts/requirements-cpu.txt b/backend/python/parler-tts/requirements-cpu.txt
deleted file mode 100644
index 2021fc20..00000000
--- a/backend/python/parler-tts/requirements-cpu.txt
+++ /dev/null
@@ -1,3 +0,0 @@
-transformers
-accelerate
-torch==2.4.1
\ No newline at end of file
diff --git a/backend/python/parler-tts/requirements-cublas11.txt b/backend/python/parler-tts/requirements-cublas11.txt
deleted file mode 100644
index 9f8fe9ff..00000000
--- a/backend/python/parler-tts/requirements-cublas11.txt
+++ /dev/null
@@ -1,5 +0,0 @@
---extra-index-url https://download.pytorch.org/whl/cu118
-torch==2.4.1+cu118
-torchaudio==2.4.1+cu118
-transformers
-accelerate
\ No newline at end of file
diff --git a/backend/python/parler-tts/requirements-cublas12.txt b/backend/python/parler-tts/requirements-cublas12.txt
deleted file mode 100644
index 53716949..00000000
--- a/backend/python/parler-tts/requirements-cublas12.txt
+++ /dev/null
@@ -1,4 +0,0 @@
-torch==2.4.1
-torchaudio==2.4.1
-transformers
-accelerate
\ No newline at end of file
diff --git a/backend/python/parler-tts/requirements-hipblas.txt b/backend/python/parler-tts/requirements-hipblas.txt
deleted file mode 100644
index b8758537..00000000
--- a/backend/python/parler-tts/requirements-hipblas.txt
+++ /dev/null
@@ -1,5 +0,0 @@
---extra-index-url https://download.pytorch.org/whl/rocm6.0
-torch==2.3.0+rocm6.0
-torchaudio==2.3.0+rocm6.0
-transformers
-accelerate
diff --git a/backend/python/parler-tts/requirements-intel.txt b/backend/python/parler-tts/requirements-intel.txt
deleted file mode 100644
index f6814bd9..00000000
--- a/backend/python/parler-tts/requirements-intel.txt
+++ /dev/null
@@ -1,8 +0,0 @@
---extra-index-url https://pytorch-extension.intel.com/release-whl/stable/xpu/us/
-intel-extension-for-pytorch==2.3.110+xpu
-torch==2.3.1+cxx11.abi
-torchaudio==2.3.1+cxx11.abi
-oneccl_bind_pt==2.3.100+xpu
-optimum[openvino]
-transformers
-accelerate
\ No newline at end of file
diff --git a/backend/python/parler-tts/requirements.txt b/backend/python/parler-tts/requirements.txt
deleted file mode 100644
index e6ba016b..00000000
--- a/backend/python/parler-tts/requirements.txt
+++ /dev/null
@@ -1,4 +0,0 @@
-grpcio==1.69.0
-certifi
-llvmlite==0.43.0
-setuptools
\ No newline at end of file
diff --git a/backend/python/parler-tts/run.sh b/backend/python/parler-tts/run.sh
deleted file mode 100755
index 375c07e5..00000000
--- a/backend/python/parler-tts/run.sh
+++ /dev/null
@@ -1,4 +0,0 @@
-#!/bin/bash
-source $(dirname $0)/../common/libbackend.sh
-
-startBackend $@
\ No newline at end of file
diff --git a/backend/python/parler-tts/test.py b/backend/python/parler-tts/test.py
deleted file mode 100644
index 639d43a9..00000000
--- a/backend/python/parler-tts/test.py
+++ /dev/null
@@ -1,81 +0,0 @@
-"""
-A test script to test the gRPC service
-"""
-import unittest
-import subprocess
-import time
-import backend_pb2
-import backend_pb2_grpc
-
-import grpc
-
-
-class TestBackendServicer(unittest.TestCase):
-    """
-    TestBackendServicer is the class that tests the gRPC service
-    """
-    def setUp(self):
-        """
-        This method sets up the gRPC service by starting the server
-        """
-        self.service = subprocess.Popen(["python3", "backend.py", "--addr", "localhost:50051"])
-        time.sleep(10)
-
-    def tearDown(self) -> None:
-        """
-        This method tears down the gRPC service by terminating the server
-        """
-        self.service.terminate()
-        self.service.wait()
-
-    def test_server_startup(self):
-        """
-        This method tests if the server starts up successfully
-        """
-        try:
-            self.setUp()
-            with grpc.insecure_channel("localhost:50051") as channel:
-                stub = backend_pb2_grpc.BackendStub(channel)
-                response = stub.Health(backend_pb2.HealthMessage())
-                self.assertEqual(response.message, b'OK')
-        except Exception as err:
-            print(err)
-            self.fail("Server failed to start")
-        finally:
-            self.tearDown()
-
-    def test_load_model(self):
-        """
-        This method tests if the model is loaded successfully
-        """
-        try:
-            self.setUp()
-            with grpc.insecure_channel("localhost:50051") as channel:
-                stub = backend_pb2_grpc.BackendStub(channel)
-                response = stub.LoadModel(backend_pb2.ModelOptions(Model="parler-tts/parler_tts_mini_v0.1"))
-                self.assertTrue(response.success)
-                self.assertEqual(response.message, "Model loaded successfully")
-        except Exception as err:
-            print(err)
-            self.fail("LoadModel service failed")
-        finally:
-            self.tearDown()
-
-    def test_tts(self):
-        """
-        This method tests if the embeddings are generated successfully
-        """
-        try:
-            self.setUp()
-            with grpc.insecure_channel("localhost:50051") as channel:
-                stub = backend_pb2_grpc.BackendStub(channel)
-                response = stub.LoadModel(backend_pb2.ModelOptions(Model="parler-tts/parler_tts_mini_v0.1"))
-                self.assertTrue(response.success)
-                tts_request = backend_pb2.TTSRequest(text="Hey, how are you doing today?")
-                tts_response = stub.TTS(tts_request)
-                self.assertIsNotNone(tts_response)
-        except Exception as err:
-            print(err)
-            self.fail("TTS service failed")
-        finally:
-            self.tearDown()
\ No newline at end of file
diff --git a/backend/python/parler-tts/test.sh b/backend/python/parler-tts/test.sh
deleted file mode 100755
index 6940b066..00000000
--- a/backend/python/parler-tts/test.sh
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/bin/bash
-set -e
-
-source $(dirname $0)/../common/libbackend.sh
-
-runUnittests

From 073eaec7295fe1fc5c9f2297fc6de6c0a85c36a1 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 23 Jan 2025 10:00:36 +0100
Subject: [PATCH 080/679] chore(openvoice): drop backend (#4673)

The project (MeloTTS) has been quite since long, newer backends are much
performant and better quality overall.

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 Dockerfile                                    |   5 +-
 Makefile                                      |  13 +-
 backend/python/openvoice/Makefile             |  25 ---
 backend/python/openvoice/backend.py           | 158 ------------------
 backend/python/openvoice/install.sh           |  16 --
 backend/python/openvoice/requirements-cpu.txt |   7 -
 .../openvoice/requirements-cublas11.txt       |   8 -
 .../openvoice/requirements-cublas12.txt       |   7 -
 .../python/openvoice/requirements-hipblas.txt |   8 -
 .../python/openvoice/requirements-intel.txt   |  24 ---
 backend/python/openvoice/requirements.txt     |  17 --
 backend/python/openvoice/run.sh               |   4 -
 backend/python/openvoice/test.py              |  82 ---------
 backend/python/openvoice/test.sh              |  12 --
 14 files changed, 3 insertions(+), 383 deletions(-)
 delete mode 100644 backend/python/openvoice/Makefile
 delete mode 100755 backend/python/openvoice/backend.py
 delete mode 100755 backend/python/openvoice/install.sh
 delete mode 100644 backend/python/openvoice/requirements-cpu.txt
 delete mode 100644 backend/python/openvoice/requirements-cublas11.txt
 delete mode 100644 backend/python/openvoice/requirements-cublas12.txt
 delete mode 100644 backend/python/openvoice/requirements-hipblas.txt
 delete mode 100644 backend/python/openvoice/requirements-intel.txt
 delete mode 100644 backend/python/openvoice/requirements.txt
 delete mode 100755 backend/python/openvoice/run.sh
 delete mode 100644 backend/python/openvoice/test.py
 delete mode 100755 backend/python/openvoice/test.sh

diff --git a/Dockerfile b/Dockerfile
index 625d2869..566e03bc 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -15,7 +15,7 @@ ARG TARGETARCH
 ARG TARGETVARIANT
 
 ENV DEBIAN_FRONTEND=noninteractive
-ENV EXTERNAL_GRPC_BACKENDS="coqui:/build/backend/python/coqui/run.sh,transformers:/build/backend/python/transformers/run.sh,rerankers:/build/backend/python/rerankers/run.sh,autogptq:/build/backend/python/autogptq/run.sh,bark:/build/backend/python/bark/run.sh,diffusers:/build/backend/python/diffusers/run.sh,faster-whisper:/build/backend/python/faster-whisper/run.sh,openvoice:/build/backend/python/openvoice/run.sh,kokoro:/build/backend/python/kokoro/run.sh,vllm:/build/backend/python/vllm/run.sh,exllama2:/build/backend/python/exllama2/run.sh"
+ENV EXTERNAL_GRPC_BACKENDS="coqui:/build/backend/python/coqui/run.sh,transformers:/build/backend/python/transformers/run.sh,rerankers:/build/backend/python/rerankers/run.sh,autogptq:/build/backend/python/autogptq/run.sh,bark:/build/backend/python/bark/run.sh,diffusers:/build/backend/python/diffusers/run.sh,faster-whisper:/build/backend/python/faster-whisper/run.sh,kokoro:/build/backend/python/kokoro/run.sh,vllm:/build/backend/python/vllm/run.sh,exllama2:/build/backend/python/exllama2/run.sh"
 
 RUN apt-get update && \
     apt-get install -y --no-install-recommends \
@@ -420,9 +420,6 @@ RUN if [[ ( "${EXTRA_BACKENDS}" =~ "coqui" || -z "${EXTRA_BACKENDS}" ) && "$IMAG
 RUN if [[ ( "${EXTRA_BACKENDS}" =~ "kokoro" || -z "${EXTRA_BACKENDS}" ) && "$IMAGE_TYPE" == "extras" ]]; then \
         make -C backend/python/kokoro \
     ; fi && \
-    if [[ ( "${EXTRA_BACKENDS}" =~ "openvoice" || -z "${EXTRA_BACKENDS}" ) && "$IMAGE_TYPE" == "extras" ]]; then \
-        make -C backend/python/openvoice \
-    ; fi && \
     if [[ ( "${EXTRA_BACKENDS}" =~ "exllama2" || -z "${EXTRA_BACKENDS}" ) && "$IMAGE_TYPE" == "extras" ]]; then \
         make -C backend/python/exllama2 \
     ; fi && \
diff --git a/Makefile b/Makefile
index 04e280d8..9c4f3778 100644
--- a/Makefile
+++ b/Makefile
@@ -533,10 +533,10 @@ protogen-go-clean:
 	$(RM) bin/*
 
 .PHONY: protogen-python
-protogen-python: autogptq-protogen bark-protogen coqui-protogen diffusers-protogen exllama2-protogen rerankers-protogen transformers-protogen kokoro-protogen vllm-protogen openvoice-protogen faster-whisper-protogen
+protogen-python: autogptq-protogen bark-protogen coqui-protogen diffusers-protogen exllama2-protogen rerankers-protogen transformers-protogen kokoro-protogen vllm-protogen faster-whisper-protogen
 
 .PHONY: protogen-python-clean
-protogen-python-clean: autogptq-protogen-clean bark-protogen-clean coqui-protogen-clean diffusers-protogen-clean  exllama2-protogen-clean rerankers-protogen-clean transformers-protogen-clean kokoro-protogen-clean vllm-protogen-clean openvoice-protogen-clean faster-whisper-protogen-clean
+protogen-python-clean: autogptq-protogen-clean bark-protogen-clean coqui-protogen-clean diffusers-protogen-clean  exllama2-protogen-clean rerankers-protogen-clean transformers-protogen-clean kokoro-protogen-clean vllm-protogen-clean faster-whisper-protogen-clean
 
 .PHONY: autogptq-protogen
 autogptq-protogen:
@@ -610,14 +610,6 @@ kokoro-protogen:
 kokoro-protogen-clean:
 	$(MAKE) -C backend/python/kokoro protogen-clean
 
-.PHONY: openvoice-protogen
-openvoice-protogen:
-	$(MAKE) -C backend/python/openvoice protogen
-
-.PHONY: openvoice-protogen-clean
-openvoice-protogen-clean:
-	$(MAKE) -C backend/python/openvoice protogen-clean
-
 .PHONY: vllm-protogen
 vllm-protogen:
 	$(MAKE) -C backend/python/vllm protogen
@@ -638,7 +630,6 @@ prepare-extra-conda-environments: protogen-python
 	$(MAKE) -C backend/python/rerankers
 	$(MAKE) -C backend/python/transformers
 	$(MAKE) -C backend/python/kokoro
-	$(MAKE) -C backend/python/openvoice
 	$(MAKE) -C backend/python/exllama2
 
 prepare-test-extra: protogen-python
diff --git a/backend/python/openvoice/Makefile b/backend/python/openvoice/Makefile
deleted file mode 100644
index a187a00f..00000000
--- a/backend/python/openvoice/Makefile
+++ /dev/null
@@ -1,25 +0,0 @@
-.DEFAULT_GOAL := install
-
-.PHONY: install
-install: protogen
-	bash install.sh
-
-.PHONY: protogen
-protogen: backend_pb2_grpc.py backend_pb2.py
-
-.PHONY: protogen-clean
-protogen-clean:
-	$(RM) backend_pb2_grpc.py backend_pb2.py
-
-backend_pb2_grpc.py backend_pb2.py:
-	python3 -m grpc_tools.protoc -I../.. --python_out=. --grpc_python_out=. backend.proto
-
-.PHONY: clean
-clean: protogen-clean
-	rm -rf venv __pycache__
-
-.PHONY: test
-test: protogen
-	@echo "Testing openvoice..."
-	bash test.sh
-	@echo "openvoice tested."
\ No newline at end of file
diff --git a/backend/python/openvoice/backend.py b/backend/python/openvoice/backend.py
deleted file mode 100755
index 7dde08cf..00000000
--- a/backend/python/openvoice/backend.py
+++ /dev/null
@@ -1,158 +0,0 @@
-#!/usr/bin/env python3
-"""
-Extra gRPC server for OpenVoice models.
-"""
-from concurrent import futures
-
-import argparse
-import signal
-import sys
-import os
-import torch
-from openvoice import se_extractor
-from openvoice.api import ToneColorConverter
-from melo.api import TTS
-
-import time
-import backend_pb2
-import backend_pb2_grpc
-
-import grpc
-
-
-_ONE_DAY_IN_SECONDS = 60 * 60 * 24
-
-# If MAX_WORKERS are specified in the environment use it, otherwise default to 1
-MAX_WORKERS = int(os.environ.get('PYTHON_GRPC_MAX_WORKERS', '1'))
-
-# Implement the BackendServicer class with the service methods
-class BackendServicer(backend_pb2_grpc.BackendServicer):
-    """
-    A gRPC servicer for the backend service.
-
-    This class implements the gRPC methods for the backend service, including Health, LoadModel, and Embedding.
-    """
-    def Health(self, request, context):
-        """
-        A gRPC method that returns the health status of the backend service.
-
-        Args:
-            request: A HealthRequest object that contains the request parameters.
-            context: A grpc.ServicerContext object that provides information about the RPC.
-
-        Returns:
-            A Reply object that contains the health status of the backend service.
-        """
-        return backend_pb2.Reply(message=bytes("OK", 'utf-8'))
-
-    def LoadModel(self, request, context):
-        """
-        A gRPC method that loads a model into memory.
-
-        Args:
-            request: A LoadModelRequest object that contains the request parameters.
-            context: A grpc.ServicerContext object that provides information about the RPC.
-
-        Returns:
-            A Result object that contains the result of the LoadModel operation.
-        """
-        model_name = request.Model
-        try:
-
-            self.clonedVoice = False
-            # Assume directory from request.ModelFile.
-            # Only if request.LoraAdapter it's not an absolute path
-            if request.AudioPath and request.ModelFile != "" and not os.path.isabs(request.AudioPath):
-                # get base path of modelFile
-                modelFileBase = os.path.dirname(request.ModelFile)
-                request.AudioPath = os.path.join(modelFileBase, request.AudioPath)
-            if request.AudioPath != "":
-                self.clonedVoice = True
-
-            self.modelpath = request.ModelFile
-            self.speaker = request.Type
-            self.ClonedVoicePath = request.AudioPath
-            
-            ckpt_converter = request.Model+'/converter'
-            device = "cuda:0" if torch.cuda.is_available() else "cpu"
-            self.device = device
-            self.tone_color_converter = None
-            if self.clonedVoice:
-                self.tone_color_converter = ToneColorConverter(f'{ckpt_converter}/config.json', device=device)
-                self.tone_color_converter.load_ckpt(f'{ckpt_converter}/checkpoint.pth')
-       
-        except Exception as err:
-            return backend_pb2.Result(success=False, message=f"Unexpected {err=}, {type(err)=}")
-
-        return backend_pb2.Result(message="Model loaded successfully", success=True)
-
-    def TTS(self, request, context):
-        model_name = request.model
-        if model_name == "":
-            return backend_pb2.Result(success=False, message="request.model is required")
-        try:
-            # Speed is adjustable
-            speed = 1.0
-            voice = "EN"
-            if request.voice:
-                voice = request.voice
-            model = TTS(language=voice, device=self.device)
-            speaker_ids = model.hps.data.spk2id
-            speaker_key = self.speaker
-            modelpath = self.modelpath
-            for s in speaker_ids.keys():
-                print(f"Speaker: {s} - ID: {speaker_ids[s]}")
-            speaker_id = speaker_ids[speaker_key]
-            speaker_key = speaker_key.lower().replace('_', '-')
-            source_se = torch.load(f'{modelpath}/base_speakers/ses/{speaker_key}.pth', map_location=self.device)
-            model.tts_to_file(request.text, speaker_id, request.dst, speed=speed)
-            if self.clonedVoice:
-                reference_speaker = self.ClonedVoicePath
-                target_se, audio_name = se_extractor.get_se(reference_speaker, self.tone_color_converter, vad=False)
-                # Run the tone color converter
-                encode_message = "@MyShell"
-                self.tone_color_converter.convert(
-                    audio_src_path=request.dst, 
-                    src_se=source_se, 
-                    tgt_se=target_se, 
-                    output_path=request.dst,
-                    message=encode_message)
-           
-            print("[OpenVoice] TTS generated!", file=sys.stderr)
-            print("[OpenVoice] TTS saved to", request.dst, file=sys.stderr)
-            print(request, file=sys.stderr)
-        except Exception as err:
-            return backend_pb2.Result(success=False, message=f"Unexpected {err=}, {type(err)=}")
-        return backend_pb2.Result(success=True)
-
-def serve(address):
-    server = grpc.server(futures.ThreadPoolExecutor(max_workers=MAX_WORKERS))
-    backend_pb2_grpc.add_BackendServicer_to_server(BackendServicer(), server)
-    server.add_insecure_port(address)
-    server.start()
-    print("[OpenVoice] Server started. Listening on: " + address, file=sys.stderr)
-
-    # Define the signal handler function
-    def signal_handler(sig, frame):
-        print("[OpenVoice] Received termination signal. Shutting down...")
-        server.stop(0)
-        sys.exit(0)
-
-    # Set the signal handlers for SIGINT and SIGTERM
-    signal.signal(signal.SIGINT, signal_handler)
-    signal.signal(signal.SIGTERM, signal_handler)
-
-    try:
-        while True:
-            time.sleep(_ONE_DAY_IN_SECONDS)
-    except KeyboardInterrupt:
-        server.stop(0)
-
-if __name__ == "__main__":
-    parser = argparse.ArgumentParser(description="Run the gRPC server.")
-    parser.add_argument(
-        "--addr", default="localhost:50051", help="The address to bind the server to."
-    )
-    args = parser.parse_args()
-    print(f"[OpenVoice] startup: {args}", file=sys.stderr)
-    serve(args.addr)
diff --git a/backend/python/openvoice/install.sh b/backend/python/openvoice/install.sh
deleted file mode 100755
index 24db146b..00000000
--- a/backend/python/openvoice/install.sh
+++ /dev/null
@@ -1,16 +0,0 @@
-#!/bin/bash
-set -e
-
-source $(dirname $0)/../common/libbackend.sh
-
-# This is here because the Intel pip index is broken and returns 200 status codes for every package name, it just doesn't return any package links.
-# This makes uv think that the package exists in the Intel pip index, and by default it stops looking at other pip indexes once it finds a match.
-# We need uv to continue falling through to the pypi default index to find optimum[openvino] in the pypi index
-# the --upgrade actually allows us to *downgrade* torch to the version provided in the Intel pip index
-if [ "x${BUILD_PROFILE}" == "xintel" ]; then
-    EXTRA_PIP_INSTALL_FLAGS+=" --upgrade --index-strategy=unsafe-first-match"
-fi
-
-installRequirements
-
-python -m unidic download
diff --git a/backend/python/openvoice/requirements-cpu.txt b/backend/python/openvoice/requirements-cpu.txt
deleted file mode 100644
index dd2eb221..00000000
--- a/backend/python/openvoice/requirements-cpu.txt
+++ /dev/null
@@ -1,7 +0,0 @@
-torch==2.4.1
-git+https://github.com/myshell-ai/MeloTTS.git
-git+https://github.com/myshell-ai/OpenVoice.git
-whisper-timestamped
-pydub==0.25.1
-wavmark==0.0.3
-eng_to_ipa==0.0.2
\ No newline at end of file
diff --git a/backend/python/openvoice/requirements-cublas11.txt b/backend/python/openvoice/requirements-cublas11.txt
deleted file mode 100644
index 84ecc344..00000000
--- a/backend/python/openvoice/requirements-cublas11.txt
+++ /dev/null
@@ -1,8 +0,0 @@
---extra-index-url https://download.pytorch.org/whl/cu118
-torch==2.4.1+cu118
-git+https://github.com/myshell-ai/MeloTTS.git
-git+https://github.com/myshell-ai/OpenVoice.git
-whisper-timestamped
-pydub==0.25.1
-wavmark==0.0.3
-eng_to_ipa==0.0.2
\ No newline at end of file
diff --git a/backend/python/openvoice/requirements-cublas12.txt b/backend/python/openvoice/requirements-cublas12.txt
deleted file mode 100644
index dd2eb221..00000000
--- a/backend/python/openvoice/requirements-cublas12.txt
+++ /dev/null
@@ -1,7 +0,0 @@
-torch==2.4.1
-git+https://github.com/myshell-ai/MeloTTS.git
-git+https://github.com/myshell-ai/OpenVoice.git
-whisper-timestamped
-pydub==0.25.1
-wavmark==0.0.3
-eng_to_ipa==0.0.2
\ No newline at end of file
diff --git a/backend/python/openvoice/requirements-hipblas.txt b/backend/python/openvoice/requirements-hipblas.txt
deleted file mode 100644
index 4c2d6649..00000000
--- a/backend/python/openvoice/requirements-hipblas.txt
+++ /dev/null
@@ -1,8 +0,0 @@
---extra-index-url https://download.pytorch.org/whl/rocm6.0
-torch==2.4.1+rocm6.0
-git+https://github.com/myshell-ai/MeloTTS.git
-git+https://github.com/myshell-ai/OpenVoice.git
-whisper-timestamped
-pydub==0.25.1
-wavmark==0.0.3
-eng_to_ipa==0.0.2
\ No newline at end of file
diff --git a/backend/python/openvoice/requirements-intel.txt b/backend/python/openvoice/requirements-intel.txt
deleted file mode 100644
index 39b2b8b0..00000000
--- a/backend/python/openvoice/requirements-intel.txt
+++ /dev/null
@@ -1,24 +0,0 @@
---extra-index-url https://pytorch-extension.intel.com/release-whl/stable/xpu/us/
-intel-extension-for-pytorch==2.3.110+xpu
-torch==2.3.1+cxx11.abi
-torchaudio==2.3.1+cxx11.abi
-oneccl_bind_pt==2.3.100+xpu
-optimum[openvino]
-grpcio==1.69.0
-protobuf
-librosa==0.9.1
-faster-whisper==0.9.0
-pydub==0.25.1
-wavmark==0.0.3
-eng_to_ipa==0.0.2
-inflect==7.0.0
-unidecode==1.3.7
-whisper-timestamped==1.14.2
-openai
-python-dotenv
-pypinyin==0.50.0
-cn2an==0.5.22
-jieba==0.42.1
-langid==1.1.6
-git+https://github.com/myshell-ai/MeloTTS.git
-git+https://github.com/myshell-ai/OpenVoice.git
diff --git a/backend/python/openvoice/requirements.txt b/backend/python/openvoice/requirements.txt
deleted file mode 100644
index 62b886bb..00000000
--- a/backend/python/openvoice/requirements.txt
+++ /dev/null
@@ -1,17 +0,0 @@
-grpcio==1.69.0
-protobuf
-librosa
-faster-whisper
-inflect
-unidecode
-openai
-python-dotenv
-pypinyin
-cn2an==0.5.22
-numpy==1.22.0
-networkx==2.8.8
-jieba==0.42.1
-gradio==5.9.1
-langid==1.1.6
-llvmlite==0.43.0
-setuptools
\ No newline at end of file
diff --git a/backend/python/openvoice/run.sh b/backend/python/openvoice/run.sh
deleted file mode 100755
index 375c07e5..00000000
--- a/backend/python/openvoice/run.sh
+++ /dev/null
@@ -1,4 +0,0 @@
-#!/bin/bash
-source $(dirname $0)/../common/libbackend.sh
-
-startBackend $@
\ No newline at end of file
diff --git a/backend/python/openvoice/test.py b/backend/python/openvoice/test.py
deleted file mode 100644
index 82f08785..00000000
--- a/backend/python/openvoice/test.py
+++ /dev/null
@@ -1,82 +0,0 @@
-"""
-A test script to test the gRPC service
-"""
-import unittest
-import subprocess
-import time
-import backend_pb2
-import backend_pb2_grpc
-
-import grpc
-
-
-class TestBackendServicer(unittest.TestCase):
-    """
-    TestBackendServicer is the class that tests the gRPC service
-    """
-    def setUp(self):
-        """
-        This method sets up the gRPC service by starting the server
-        """
-        self.service = subprocess.Popen(["python3", "backend.py", "--addr", "localhost:50051"])
-        time.sleep(30)
-
-    def tearDown(self) -> None:
-        """
-        This method tears down the gRPC service by terminating the server
-        """
-        self.service.terminate()
-        self.service.wait()
-
-    def test_server_startup(self):
-        """
-        This method tests if the server starts up successfully
-        """
-        try:
-            self.setUp()
-            with grpc.insecure_channel("localhost:50051") as channel:
-                stub = backend_pb2_grpc.BackendStub(channel)
-                response = stub.Health(backend_pb2.HealthMessage())
-                self.assertEqual(response.message, b'OK')
-        except Exception as err:
-            print(err)
-            self.fail("Server failed to start")
-        finally:
-            self.tearDown()
-
-    def test_load_model(self):
-        """
-        This method tests if the model is loaded successfully
-        """
-        try:
-            self.setUp()
-            with grpc.insecure_channel("localhost:50051") as channel:
-                stub = backend_pb2_grpc.BackendStub(channel)
-                response = stub.LoadModel(backend_pb2.ModelOptions(Model="checkpoints_v2", 
-                                                                    Type="en-us"))
-                self.assertTrue(response.success)
-                self.assertEqual(response.message, "Model loaded successfully")
-        except Exception as err:
-            print(err)
-            self.fail("LoadModel service failed")
-        finally:
-            self.tearDown()
-
-    def test_tts(self):
-        """
-        This method tests if the embeddings are generated successfully
-        """
-        try:
-            self.setUp()
-            with grpc.insecure_channel("localhost:50051") as channel:
-                stub = backend_pb2_grpc.BackendStub(channel)
-                response = stub.LoadModel(backend_pb2.ModelOptions(Model="dingzhen"))
-                self.assertTrue(response.success)
-                tts_request = backend_pb2.TTSRequest(text="80s TV news production music hit for tonight's biggest story", voice="EN")
-                tts_response = stub.TTS(tts_request)
-                self.assertIsNotNone(tts_response)
-        except Exception as err:
-            print(err)
-            self.fail("TTS service failed")
-        finally:
-            self.tearDown()
\ No newline at end of file
diff --git a/backend/python/openvoice/test.sh b/backend/python/openvoice/test.sh
deleted file mode 100755
index 6c0a840f..00000000
--- a/backend/python/openvoice/test.sh
+++ /dev/null
@@ -1,12 +0,0 @@
-#!/bin/bash
-set -e
-
-source $(dirname $0)/../common/libbackend.sh
-
-# Download checkpoints if not present
-if [ ! -d "checkpoints_v2" ]; then
-    wget https://myshell-public-repo-host.s3.amazonaws.com/openvoice/checkpoints_v2_0417.zip -O checkpoints_v2.zip
-    unzip checkpoints_v2.zip
-fi
-
-runUnittests

From eef80b9880f6d5bc875c0a2b57d289fde7248566 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@localai.io>
Date: Thu, 23 Jan 2025 10:02:57 +0100
Subject: [PATCH 081/679] chore(ci): cleanup tests

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 .github/workflows/test-extra.yml | 51 --------------------------------
 1 file changed, 51 deletions(-)

diff --git a/.github/workflows/test-extra.yml b/.github/workflows/test-extra.yml
index e99ea516..7f2445c8 100644
--- a/.github/workflows/test-extra.yml
+++ b/.github/workflows/test-extra.yml
@@ -78,57 +78,6 @@ jobs:
           make --jobs=5 --output-sync=target -C backend/python/diffusers
           make --jobs=5 --output-sync=target -C backend/python/diffusers test
 
-  tests-parler-tts:
-    runs-on: ubuntu-latest
-    steps:
-      - name: Clone
-        uses: actions/checkout@v4
-        with:
-          submodules: true
-      - name: Dependencies
-        run: |
-          sudo apt-get update
-          sudo apt-get install build-essential ffmpeg
-          # Install UV
-          curl -LsSf https://astral.sh/uv/install.sh | sh
-          sudo apt-get install -y ca-certificates cmake curl patch python3-pip
-          sudo apt-get install -y libopencv-dev
-          pip install --user --no-cache-dir grpcio-tools==1.64.1
-
-      - name: Test parler-tts
-        run: |
-           make --jobs=5 --output-sync=target -C backend/python/parler-tts
-           make --jobs=5 --output-sync=target -C backend/python/parler-tts test
-      - name: Setup tmate session if tests fail
-        if: ${{ failure() }}
-        uses: mxschmitt/action-tmate@v3.19
-        with:
-          detached: true
-          connect-timeout-seconds: 180
-          limit-access-to-actor: true
-
-  tests-openvoice:
-    runs-on: ubuntu-latest
-    steps:
-      - name: Clone
-        uses: actions/checkout@v4
-        with:
-          submodules: true
-      - name: Dependencies
-        run: |
-          sudo apt-get update
-          sudo apt-get install build-essential ffmpeg
-          # Install UV
-          curl -LsSf https://astral.sh/uv/install.sh | sh
-          sudo apt-get install -y ca-certificates cmake curl patch python3-pip
-          sudo apt-get install -y libopencv-dev
-          pip install --user --no-cache-dir grpcio-tools==1.64.1
-
-      - name: Test openvoice
-        run: |
-           make --jobs=5 --output-sync=target -C backend/python/openvoice
-           make --jobs=5 --output-sync=target -C backend/python/openvoice test
-
   # tests-transformers-musicgen:
   #   runs-on: ubuntu-latest
   #   steps:

From f9e368b7c4a9604dbfebeb602d08a17d322d5805 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 23 Jan 2025 16:35:44 +0100
Subject: [PATCH 082/679] chore(refactor): group cpu cap detection (#4674)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 pkg/model/initializers.go | 49 ++++++++++++++-------------------------
 1 file changed, 17 insertions(+), 32 deletions(-)

diff --git a/pkg/model/initializers.go b/pkg/model/initializers.go
index d5f1459b..9fc0c18c 100644
--- a/pkg/model/initializers.go
+++ b/pkg/model/initializers.go
@@ -66,6 +66,17 @@ const (
 	LocalStoreBackend   = "local-store"
 )
 
+var llamaCPPVariants = []string{
+	LLamaCPPAVX2,
+	LLamaCPPAVX,
+	LLamaCPPFallback,
+	LLamaCPPCUDA,
+	LLamaCPPHipblas,
+	LLamaCPPSycl16,
+	LLamaCPPSycl32,
+	LLamaCPPGRPC,
+}
+
 func backendPath(assetDir, backend string) string {
 	return filepath.Join(assetDir, "backend-assets", "grpc", backend)
 }
@@ -107,40 +118,14 @@ ENTRY:
 	if AutoDetect {
 		// if we find the llama.cpp variants, show them of as a single backend (llama-cpp) as later we are going to pick that up
 		// when starting the service
-		foundLCPPAVX, foundLCPPAVX2, foundLCPPFallback, foundLCPPGRPC, foundLCPPCuda, foundLCPPHipblas, foundSycl16, foundSycl32 := false, false, false, false, false, false, false, false
+		foundVariants := map[string]bool{}
 		if _, ok := backends[LLamaCPP]; !ok {
 			for _, e := range entry {
-				if strings.Contains(e.Name(), LLamaCPPAVX2) && !foundLCPPAVX2 {
-					backends[LLamaCPP] = append(backends[LLamaCPP], LLamaCPPAVX2)
-					foundLCPPAVX2 = true
-				}
-				if strings.Contains(e.Name(), LLamaCPPAVX) && !foundLCPPAVX {
-					backends[LLamaCPP] = append(backends[LLamaCPP], LLamaCPPAVX)
-					foundLCPPAVX = true
-				}
-				if strings.Contains(e.Name(), LLamaCPPFallback) && !foundLCPPFallback {
-					backends[LLamaCPP] = append(backends[LLamaCPP], LLamaCPPFallback)
-					foundLCPPFallback = true
-				}
-				if strings.Contains(e.Name(), LLamaCPPGRPC) && !foundLCPPGRPC {
-					backends[LLamaCPP] = append(backends[LLamaCPP], LLamaCPPGRPC)
-					foundLCPPGRPC = true
-				}
-				if strings.Contains(e.Name(), LLamaCPPCUDA) && !foundLCPPCuda {
-					backends[LLamaCPP] = append(backends[LLamaCPP], LLamaCPPCUDA)
-					foundLCPPCuda = true
-				}
-				if strings.Contains(e.Name(), LLamaCPPHipblas) && !foundLCPPHipblas {
-					backends[LLamaCPP] = append(backends[LLamaCPP], LLamaCPPHipblas)
-					foundLCPPHipblas = true
-				}
-				if strings.Contains(e.Name(), LLamaCPPSycl16) && !foundSycl16 {
-					backends[LLamaCPP] = append(backends[LLamaCPP], LLamaCPPSycl16)
-					foundSycl16 = true
-				}
-				if strings.Contains(e.Name(), LLamaCPPSycl32) && !foundSycl32 {
-					backends[LLamaCPP] = append(backends[LLamaCPP], LLamaCPPSycl32)
-					foundSycl32 = true
+				for _, v := range llamaCPPVariants {
+					if strings.Contains(e.Name(), v) && !foundVariants[v] {
+						backends[LLamaCPP] = append(backends[LLamaCPP], v)
+						foundVariants[v] = true
+					}
 				}
 			}
 		}

From 5177837ab045c3df2a6096baad1a01f63083b130 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 24 Jan 2025 08:26:44 +0100
Subject: [PATCH 083/679] chore: detect and enable avx512 builds (#4675)

chore(avx512): add support

Fixes https://github.com/mudler/LocalAI/issues/4662

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 Dockerfile                | 2 +-
 Makefile                  | 8 ++++++++
 pkg/model/initializers.go | 8 ++++++++
 3 files changed, 17 insertions(+), 1 deletion(-)

diff --git a/Dockerfile b/Dockerfile
index 566e03bc..2f2bcafa 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -303,7 +303,7 @@ RUN make prepare
 ## We only leave the most CPU-optimized variant and the fallback for the cublas/hipblas build
 ## (both will use CUDA or hipblas for the actual computation)
 RUN if [ "${BUILD_TYPE}" = "cublas" ] || [ "${BUILD_TYPE}" = "hipblas" ]; then \
-        SKIP_GRPC_BACKEND="backend-assets/grpc/llama-cpp-avx backend-assets/grpc/llama-cpp-avx2" make build; \
+        SKIP_GRPC_BACKEND="backend-assets/grpc/llama-cpp-avx512 backend-assets/grpc/llama-cpp-avx backend-assets/grpc/llama-cpp-avx2" make build; \
     else \
         make build; \
     fi
diff --git a/Makefile b/Makefile
index 9c4f3778..e3c28039 100644
--- a/Makefile
+++ b/Makefile
@@ -186,6 +186,7 @@ endif
 ALL_GRPC_BACKENDS=backend-assets/grpc/huggingface
 ALL_GRPC_BACKENDS+=backend-assets/grpc/llama-cpp-avx
 ALL_GRPC_BACKENDS+=backend-assets/grpc/llama-cpp-avx2
+ALL_GRPC_BACKENDS+=backend-assets/grpc/llama-cpp-avx512
 ALL_GRPC_BACKENDS+=backend-assets/grpc/llama-cpp-fallback
 ALL_GRPC_BACKENDS+=backend-assets/grpc/llama-ggml
 ALL_GRPC_BACKENDS+=backend-assets/grpc/llama-cpp-grpc
@@ -699,6 +700,13 @@ backend-assets/grpc/llama-cpp-avx2: backend-assets/grpc backend/cpp/llama/llama.
 	CMAKE_ARGS="$(CMAKE_ARGS) -DGGML_AVX=on -DGGML_AVX2=on -DGGML_AVX512=off -DGGML_FMA=on -DGGML_F16C=on" $(MAKE) VARIANT="llama-avx2" build-llama-cpp-grpc-server
 	cp -rfv backend/cpp/llama-avx2/grpc-server backend-assets/grpc/llama-cpp-avx2
 
+backend-assets/grpc/llama-cpp-avx512: backend-assets/grpc backend/cpp/llama/llama.cpp
+	cp -rf backend/cpp/llama backend/cpp/llama-avx512
+	$(MAKE) -C backend/cpp/llama-avx512 purge
+	$(info ${GREEN}I llama-cpp build info:avx512${RESET})
+	CMAKE_ARGS="$(CMAKE_ARGS) -DGGML_AVX=on -DGGML_AVX2=off -DGGML_AVX512=on -DGGML_FMA=on -DGGML_F16C=on" $(MAKE) VARIANT="llama-avx512" build-llama-cpp-grpc-server
+	cp -rfv backend/cpp/llama-avx512/grpc-server backend-assets/grpc/llama-cpp-avx512
+
 backend-assets/grpc/llama-cpp-avx: backend-assets/grpc backend/cpp/llama/llama.cpp
 	cp -rf backend/cpp/llama backend/cpp/llama-avx
 	$(MAKE) -C backend/cpp/llama-avx purge
diff --git a/pkg/model/initializers.go b/pkg/model/initializers.go
index 9fc0c18c..ace72fa3 100644
--- a/pkg/model/initializers.go
+++ b/pkg/model/initializers.go
@@ -48,6 +48,7 @@ const (
 	LLamaCPP = "llama-cpp"
 
 	LLamaCPPAVX2     = "llama-cpp-avx2"
+	LLamaCPPAVX512   = "llama-cpp-avx512"
 	LLamaCPPAVX      = "llama-cpp-avx"
 	LLamaCPPFallback = "llama-cpp-fallback"
 	LLamaCPPCUDA     = "llama-cpp-cuda"
@@ -68,6 +69,7 @@ const (
 
 var llamaCPPVariants = []string{
 	LLamaCPPAVX2,
+	LLamaCPPAVX512,
 	LLamaCPPAVX,
 	LLamaCPPFallback,
 	LLamaCPPCUDA,
@@ -268,6 +270,12 @@ func selectGRPCProcessByHostCapabilities(backend, assetDir string, f16 bool) str
 			log.Info().Msgf("[%s] attempting to load with AVX2 variant", backend)
 			selectedProcess = p
 		}
+	} else if xsysinfo.HasCPUCaps(cpuid.AVX512F) {
+		p := backendPath(assetDir, LLamaCPPAVX512)
+		if _, err := os.Stat(p); err == nil {
+			log.Info().Msgf("[%s] attempting to load with AVX512 variant", backend)
+			selectedProcess = p
+		}
 	} else if xsysinfo.HasCPUCaps(cpuid.AVX) {
 		p := backendPath(assetDir, LLamaCPPAVX)
 		if _, err := os.Stat(p); err == nil {

From d1d7ce83d4195113b45d6f0d7dba79d321a86df4 Mon Sep 17 00:00:00 2001
From: Gianluca Boiano <491117+M0Rf30@users.noreply.github.com>
Date: Fri, 24 Jan 2025 08:27:02 +0100
Subject: [PATCH 084/679] chore(model gallery): add MiniCPM-o-2.6-7.6b (#4676)

Signed-off-by: Gianluca Boiano <morf3089@gmail.com>
---
 gallery/index.yaml | 26 ++++++++++++++++++++++++++
 1 file changed, 26 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 4ce19bb4..d37f0ab4 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -5667,6 +5667,32 @@
     - filename: marco-o1-uncensored.Q4_K_M.gguf
       sha256: ad0440270a7254098f90779744d3e5b34fe49b7baf97c819909ba9c5648cc0d9
       uri: huggingface://QuantFactory/marco-o1-uncensored-GGUF/marco-o1-uncensored.Q4_K_M.gguf
+- !!merge <<: *qwen2
+  name: "minicpm-o-2_6"
+  icon: https://avatars.githubusercontent.com/u/89920203
+  urls:
+    - https://huggingface.co/openbmb/MiniCPM-o-2_6-gguf
+    - https://huggingface.co/openbmb/MiniCPM-o-2_6
+  description: |
+    MiniCPM-o 2.6 is the latest and most capable model in the MiniCPM-o series. The model is built in an end-to-end fashion based on SigLip-400M, Whisper-medium-300M, ChatTTS-200M, and Qwen2.5-7B with a total of 8B parameters
+  tags:
+    - llm
+    - multimodal
+    - gguf
+    - gpu
+    - qwen2
+    - cpu
+  overrides:
+    mmproj: minicpm-o-2_6-mmproj-f16.gguf
+    parameters:
+      model: minicpm-o-2_6-Q4_K_M.gguf
+  files:
+    - filename: minicpm-o-2_6-Q4_K_M.gguf
+      sha256: 4f635fc0c0bb88d50ccd9cf1f1e5892b5cb085ff88fe0d8e1148fd9a8a836bc2
+      uri: huggingface://openbmb/MiniCPM-o-2_6-gguf/Model-7.6B-Q4_K_M.gguf
+    - filename: minicpm-o-2_6-mmproj-f16.gguf
+      sha256: efa4f7d96aa0f838f2023fc8d28e519179b16f1106777fa9280b32628191aa3e
+      uri: huggingface://openbmb/MiniCPM-o-2_6-gguf/mmproj-model-f16.gguf
 - !!merge <<: *qwen2
   name: "minicpm-v-2_6"
   license: apache-2.0

From 82824145839bc4dd3dfad64519ac1151a03a260a Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 24 Jan 2025 08:27:22 +0100
Subject: [PATCH 085/679] chore(downloader): support hf.co and hf:// URIs
 (#4677)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 pkg/downloader/uri.go | 24 +++++++++++++++---------
 1 file changed, 15 insertions(+), 9 deletions(-)

diff --git a/pkg/downloader/uri.go b/pkg/downloader/uri.go
index 2e0363c8..54b8eb10 100644
--- a/pkg/downloader/uri.go
+++ b/pkg/downloader/uri.go
@@ -21,14 +21,16 @@ import (
 )
 
 const (
-	HuggingFacePrefix = "huggingface://"
-	OCIPrefix         = "oci://"
-	OllamaPrefix      = "ollama://"
-	HTTPPrefix        = "http://"
-	HTTPSPrefix       = "https://"
-	GithubURI         = "github:"
-	GithubURI2        = "github://"
-	LocalPrefix       = "file://"
+	HuggingFacePrefix  = "huggingface://"
+	HuggingFacePrefix1 = "hf://"
+	HuggingFacePrefix2 = "hf.co/"
+	OCIPrefix          = "oci://"
+	OllamaPrefix       = "ollama://"
+	HTTPPrefix         = "http://"
+	HTTPSPrefix        = "https://"
+	GithubURI          = "github:"
+	GithubURI2         = "github://"
+	LocalPrefix        = "file://"
 )
 
 type URI string
@@ -127,6 +129,8 @@ func (u URI) LooksLikeURL() bool {
 	return strings.HasPrefix(string(u), HTTPPrefix) ||
 		strings.HasPrefix(string(u), HTTPSPrefix) ||
 		strings.HasPrefix(string(u), HuggingFacePrefix) ||
+		strings.HasPrefix(string(u), HuggingFacePrefix1) ||
+		strings.HasPrefix(string(u), HuggingFacePrefix2) ||
 		strings.HasPrefix(string(u), GithubURI) ||
 		strings.HasPrefix(string(u), OllamaPrefix) ||
 		strings.HasPrefix(string(u), OCIPrefix) ||
@@ -170,8 +174,10 @@ func (s URI) ResolveURL() string {
 		projectPath := strings.Join(repoPath[2:], "/")
 
 		return fmt.Sprintf("https://raw.githubusercontent.com/%s/%s/%s/%s", org, project, branch, projectPath)
-	case strings.HasPrefix(string(s), HuggingFacePrefix):
+	case strings.HasPrefix(string(s), HuggingFacePrefix) || strings.HasPrefix(string(s), HuggingFacePrefix1) || strings.HasPrefix(string(s), HuggingFacePrefix2):
 		repository := strings.Replace(string(s), HuggingFacePrefix, "", 1)
+		repository = strings.Replace(repository, HuggingFacePrefix1, "", 1)
+		repository = strings.Replace(repository, HuggingFacePrefix2, "", 1)
 		// convert repository to a full URL.
 		// e.g. TheBloke/Mixtral-8x7B-v0.1-GGUF/mixtral-8x7b-v0.1.Q2_K.gguf@main -> https://huggingface.co/TheBloke/Mixtral-8x7B-v0.1-GGUF/resolve/main/mixtral-8x7b-v0.1.Q2_K.gguf
 		owner := strings.Split(repository, "/")[0]

From 66e9ef3f33b35b7c4879ddfe76f9223061b3a7f9 Mon Sep 17 00:00:00 2001
From: Gianluca Boiano <491117+M0Rf30@users.noreply.github.com>
Date: Fri, 24 Jan 2025 08:28:44 +0100
Subject: [PATCH 086/679] chore(model gallery): add DeepSeek R1 14b, 32b and
 70b (#4679)

Signed-off-by: Gianluca Boiano <morf3089@gmail.com>
---
 gallery/index.yaml | 113 ++++++++++++++++++++++++++++++++-------------
 1 file changed, 80 insertions(+), 33 deletions(-)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index d37f0ab4..619f43b6 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -2696,39 +2696,6 @@
     - filename: Qwentile2.5-32B-Instruct-Q4_K_M.gguf
       sha256: e476d6e3c15c78fc3f986d7ae8fa35c16116843827f2e6243c05767cef2f3615
       uri: huggingface://bartowski/Qwentile2.5-32B-Instruct-GGUF/Qwentile2.5-32B-Instruct-Q4_K_M.gguf
-- !!merge <<: *qwen25
-  name: "deepseek-r1-distill-qwen-1.5b"
-  icon: "https://avatars.githubusercontent.com/u/148330874"
-  urls:
-    - https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5b
-    - https://huggingface.co/unsloth/DeepSeek-R1-Distill-Qwen-1.5B-GGUF
-  description: |
-    DeepSeek-R1 is our advanced first-generation reasoning model designed to enhance performance in reasoning tasks.
-    Building on the foundation laid by its predecessor, DeepSeek-R1-Zero, which was trained using large-scale reinforcement learning (RL) without supervised fine-tuning, DeepSeek-R1 addresses the challenges faced by R1-Zero, such as endless repetition, poor readability, and language mixing.
-    By incorporating cold-start data prior to the RL phase,DeepSeek-R1 significantly improves reasoning capabilities and achieves performance levels comparable to OpenAI-o1 across a variety of domains, including mathematics, coding, and complex reasoning tasks.
-  overrides:
-    parameters:
-      model: deepseek-r1-distill-qwen-1.5b-Q4_K_M.gguf
-  files:
-    - filename: deepseek-r1-distill-qwen-1.5b-Q4_K_M.gguf
-      sha256: c2c43b6018cf7700ce0ddee8807deb1a9a26758ef878232f3a142d16df81f0fe
-      uri: huggingface://unsloth/DeepSeek-R1-Distill-Qwen-1.5B-GGUF/DeepSeek-R1-Distill-Qwen-1.5B-Q4_K_M.gguf
-- !!merge <<: *qwen25
-  name: "deepseek-r1-distill-qwen-7b"
-  urls:
-    - https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-7B
-    - https://huggingface.co/bartowski/DeepSeek-R1-Distill-Qwen-7B-GGUF
-  description: |
-    DeepSeek-R1 is our advanced first-generation reasoning model designed to enhance performance in reasoning tasks.
-    Building on the foundation laid by its predecessor, DeepSeek-R1-Zero, which was trained using large-scale reinforcement learning (RL) without supervised fine-tuning, DeepSeek-R1 addresses the challenges faced by R1-Zero, such as endless repetition, poor readability, and language mixing.
-    By incorporating cold-start data prior to the RL phase,DeepSeek-R1 significantly improves reasoning capabilities and achieves performance levels comparable to OpenAI-o1 across a variety of domains, including mathematics, coding, and complex reasoning tasks.
-  overrides:
-    parameters:
-      model: DeepSeek-R1-Distill-Qwen-7B-Q4_K_M.gguf
-  files:
-    - filename: DeepSeek-R1-Distill-Qwen-7B-Q4_K_M.gguf
-      sha256: 731ece8d06dc7eda6f6572997feb9ee1258db0784827e642909d9b565641937b
-      uri: huggingface://bartowski/DeepSeek-R1-Distill-Qwen-7B-GGUF/DeepSeek-R1-Distill-Qwen-7B-Q4_K_M.gguf
 - &archfunct
   license: apache-2.0
   tags:
@@ -5334,6 +5301,86 @@
     - filename: archangel_sft_pythia2-8b.Q4_K_M.gguf
       sha256: a47782c55ef2b39b19644213720a599d9849511a73c9ebb0c1de749383c0a0f8
       uri: huggingface://RichardErkhov/ContextualAI_-_archangel_sft_pythia2-8b-gguf/archangel_sft_pythia2-8b.Q4_K_M.gguf
+- &deepseek-r1  ## Start DeepSeek-R1
+  url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
+  name: "deepseek-r1-distill-qwen-1.5b"
+  icon: "https://avatars.githubusercontent.com/u/148330874"
+  urls:
+    - https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5b
+    - https://huggingface.co/bartowski/DeepSeek-R1-Distill-Qwen-1.5B-GGUF
+  description: |
+    DeepSeek-R1 is our advanced first-generation reasoning model designed to enhance performance in reasoning tasks.
+    Building on the foundation laid by its predecessor, DeepSeek-R1-Zero, which was trained using large-scale reinforcement learning (RL) without supervised fine-tuning, DeepSeek-R1 addresses the challenges faced by R1-Zero, such as endless repetition, poor readability, and language mixing.
+    By incorporating cold-start data prior to the RL phase,DeepSeek-R1 significantly improves reasoning capabilities and achieves performance levels comparable to OpenAI-o1 across a variety of domains, including mathematics, coding, and complex reasoning tasks.
+  overrides:
+    parameters:
+      model: DeepSeek-R1-Distill-Qwen-1.5B-Q4_K_M.gguf
+  files:
+    - filename: DeepSeek-R1-Distill-Qwen-1.5B-Q4_K_M.gguf
+      sha256: 1741e5b2d062b07acf048bf0d2c514dadf2a48f94e2b4aa0cfe069af3838ee2f
+      uri: huggingface://bartowski/DeepSeek-R1-Distill-Qwen-1.5B-GGUF/DeepSeek-R1-Distill-Qwen-1.5B-Q4_K_M.gguf
+- !!merge <<: *deepseek-r1
+  name: "deepseek-r1-distill-qwen-7b"
+  urls:
+    - https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-7B
+    - https://huggingface.co/bartowski/DeepSeek-R1-Distill-Qwen-7B-GGUF
+  overrides:
+    parameters:
+      model: DeepSeek-R1-Distill-Qwen-7B-Q4_K_M.gguf
+  files:
+    - filename: DeepSeek-R1-Distill-Qwen-7B-Q4_K_M.gguf
+      sha256: 731ece8d06dc7eda6f6572997feb9ee1258db0784827e642909d9b565641937b
+      uri: huggingface://bartowski/DeepSeek-R1-Distill-Qwen-7B-GGUF/DeepSeek-R1-Distill-Qwen-7B-Q4_K_M.gguf
+- !!merge <<: *deepseek-r1
+  name: "deepseek-r1-distill-qwen-14b"
+  urls:
+    - https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-14B
+    - https://huggingface.co/bartowski/DeepSeek-R1-Distill-Qwen-14B-GGUF
+  overrides:
+    parameters:
+      model: DeepSeek-R1-Distill-Qwen-14B-Q4_K_M.gguf
+  files:
+    - filename: DeepSeek-R1-Distill-Qwen-14B-Q4_K_M.gguf
+      sha256: 0b319bd0572f2730bfe11cc751defe82045fad5085b4e60591ac2cd2d9633181
+      uri: huggingface://bartowski/DeepSeek-R1-Distill-Qwen-14B-GGUF/DeepSeek-R1-Distill-Qwen-14B-Q4_K_M.gguf
+- !!merge <<: *deepseek-r1
+  name: "deepseek-r1-distill-qwen-32b"
+  urls:
+    - https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-32B
+    - https://huggingface.co/bartowski/DeepSeek-R1-Distill-Qwen-32B-GGUF
+  overrides:
+    parameters:
+      model: DeepSeek-R1-Distill-Qwen-32B-Q4_K_M.gguf
+  files:
+    - filename: DeepSeek-R1-Distill-Qwen-32B-Q4_K_M.gguf
+      sha256: bed9b0f551f5b95bf9da5888a48f0f87c37ad6b72519c4cbd775f54ac0b9fc62
+      uri: huggingface://bartowski/DeepSeek-R1-Distill-Qwen-32B-GGUF/DeepSeek-R1-Distill-Qwen-32B-Q4_K_M.gguf
+- !!merge <<: *deepseek-r1
+  name: "deepseek-r1-distill-llama-8b"
+  icon: "https://avatars.githubusercontent.com/u/148330874"
+  urls:
+    - https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Llama-8B
+    - https://huggingface.co/bartowski/DeepSeek-R1-Distill-Llama-8B-GGUF
+  overrides:
+    parameters:
+      model: DeepSeek-R1-Distill-Llama-8B-Q4_K_M.gguf
+  files:
+    - filename: DeepSeek-R1-Distill-Llama-8B-Q4_K_M.gguf
+      sha256: 87bcba20b4846d8dadf753d3ff48f9285d131fc95e3e0e7e934d4f20bc896f5d
+      uri: huggingface://bartowski/DeepSeek-R1-Distill-Llama-8B-GGUF/DeepSeek-R1-Distill-Llama-8B-Q4_K_M.gguf
+- !!merge <<: *deepseek-r1
+  name: "deepseek-r1-distill-llama-70b"
+  icon: "https://avatars.githubusercontent.com/u/148330874"
+  urls:
+    - https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Llama-70B
+    - https://huggingface.co/bartowski/DeepSeek-R 1-Distill-Llama-70B-GGUF
+  overrides:
+    parameters:
+      model: DeepSeek-R1-Distill-Llama-70B-Q4_K_M.gguf
+  files:
+    - filename: DeepSeek-R1-Distill-Llama-70B-Q4_K_M.gguf
+      sha256: 181a82a1d6d2fa24fe4db83a68eee030384986bdbdd4773ba76424e3a6eb9fd8
+      uri: huggingface://bartowski/DeepSeek-R1-Distill-Llama-70B-GGUF/DeepSeek-R1-Distill-Llama-70B-Q4_K_M.gguf
 - &qwen2  ## Start QWEN2
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
   name: "qwen2-7b-instruct"

From 9a1182fa01f8efcbf4193cf1edaabb908f864dd1 Mon Sep 17 00:00:00 2001
From: Gianluca Boiano <491117+M0Rf30@users.noreply.github.com>
Date: Fri, 24 Jan 2025 08:29:02 +0100
Subject: [PATCH 087/679] chore(model gallery): add flux.1, stablediffusion and
 whisper icons (#4680)

Signed-off-by: Gianluca Boiano <morf3089@gmail.com>
---
 gallery/index.yaml | 14 +++++++++-----
 1 file changed, 9 insertions(+), 5 deletions(-)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 619f43b6..15dbf1e2 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -11137,7 +11137,7 @@
       uri: huggingface://Lykon/DreamShaper/DreamShaper_8_pruned.safetensors
       sha256: 879db523c30d3b9017143d56705015e15a2cb5628762c11d086fed9538abd7fd
 - name: stable-diffusion-3-medium
-  icon: https://huggingface.co/leo009/stable-diffusion-3-medium/resolve/main/sd3demo.jpg
+  icon: https://avatars.githubusercontent.com/u/100950301
   license: other
   description: |
     Stable Diffusion 3 Medium is a Multimodal Diffusion Transformer (MMDiT) text-to-image model that features greatly improved performance in image quality, typography, complex prompt understanding, and resource-efficiency.
@@ -11152,6 +11152,7 @@
     - gpu
   url: "github:mudler/LocalAI/gallery/stablediffusion3.yaml@master"
 - name: sd-1.5-ggml
+  icon: https://avatars.githubusercontent.com/u/37351293
   license: creativeml-openrail-m
   url: "github:mudler/LocalAI/gallery/sd-ggml.yaml@master"
   description: |
@@ -11185,7 +11186,7 @@
     - stablediffusion
     - gpu
     - cpu
-  icon: https://huggingface.co/stabilityai/stable-diffusion-3.5-medium/media/main/sd3.5_medium_demo.jpg
+  icon: https://avatars.githubusercontent.com/u/100950301
   overrides:
     options:
       - "clip_l_path:clip_l-Q4_0.gguf"
@@ -11220,7 +11221,7 @@
     - stablediffusion
     - gpu
     - cpu
-  icon: https://huggingface.co/stabilityai/stable-diffusion-3.5-large/media/main/sd3.5_large_demo.png
+  icon: https://avatars.githubusercontent.com/u/100950301
   overrides:
     parameters:
       model: sd3.5_large-Q4_0.gguf
@@ -11239,6 +11240,7 @@
       uri: huggingface://second-state/stable-diffusion-3.5-large-GGUF/t5xxl-Q5_0.gguf
 - &flux
   name: flux.1-dev
+  icon: https://avatars.githubusercontent.com/u/164064024
   license: flux-1-dev-non-commercial-license
   description: |
     FLUX.1 [dev] is a 12 billion parameter rectified flow transformer capable of generating images from text descriptions. For more information, please read our blog post.
@@ -11262,7 +11264,6 @@
 - !!merge <<: *flux
   name: flux.1-schnell
   license: apache-2
-  icon: https://huggingface.co/black-forest-labs/FLUX.1-schnell/resolve/main/schnell_grid.jpeg
   description: |
     FLUX.1 [schnell] is a 12 billion parameter rectified flow transformer capable of generating images from text descriptions. For more information, please read our blog post.
     Key Features
@@ -11295,7 +11296,6 @@
     - flux
     - gpu
     - cpu
-  icon: https://huggingface.co/black-forest-labs/FLUX.1-schnell/resolve/main/schnell_grid.jpeg
   overrides:
     parameters:
       model: flux1-dev-Q2_K.gguf
@@ -11315,6 +11315,7 @@
 - &whisper  ## Whisper
   url: "github:mudler/LocalAI/gallery/whisper-base.yaml@master"
   name: "whisper-1"
+  icon: https://avatars.githubusercontent.com/u/14957082
   license: "MIT"
   urls:
     - https://github.com/ggerganov/whisper.cpp
@@ -11492,6 +11493,7 @@
   description: |
     Stable Diffusion in NCNN with c++, supported txt2img and img2img
   name: stablediffusion-cpp
+  icon: https://avatars.githubusercontent.com/u/100950301
 - &piper  ## Piper TTS
   url: github:mudler/LocalAI/gallery/piper.yaml@master
   name: voice-en-us-kathleen-low
@@ -12072,6 +12074,7 @@
       uri: https://github.com/rhasspy/piper/releases/download/v0.0.2/voice-zh_CN-huayan-medium.tar.gz
       sha256: 0299a5e7f481ba853404e9f0e1515a94d5409585d76963fa4d30c64bd630aa99
 - name: "silero-vad"
+  icon: https://github.com/snakers4/silero-models/raw/master/files/silero_logo.jpg
   url: github:mudler/LocalAI/gallery/virtual.yaml@master
   urls:
     - https://github.com/snakers4/silero-vad
@@ -12091,6 +12094,7 @@
       uri: https://huggingface.co/onnx-community/silero-vad/resolve/main/onnx/model.onnx
       sha256: a4a068cd6cf1ea8355b84327595838ca748ec29a25bc91fc82e6c299ccdc5808
 - name: "bark-cpp-small"
+  icon: https://avatars.githubusercontent.com/u/99442120
   url: github:mudler/LocalAI/gallery/virtual.yaml@master
   license: mit
   urls:

From 4d44ebc2f2f261deaf20699d68c22a1ba18e7054 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 24 Jan 2025 10:18:22 +0100
Subject: [PATCH 088/679] chore(deps): bump grpcio to 1.70.0 (#4682)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 backend/python/autogptq/requirements.txt        | 2 +-
 backend/python/bark/requirements.txt            | 2 +-
 backend/python/common/template/requirements.txt | 2 +-
 backend/python/coqui/requirements.txt           | 2 +-
 backend/python/diffusers/requirements.txt       | 2 +-
 backend/python/exllama2/requirements.txt        | 2 +-
 backend/python/faster-whisper/requirements.txt  | 2 +-
 backend/python/kokoro/requirements.txt          | 2 +-
 backend/python/rerankers/requirements.txt       | 2 +-
 backend/python/transformers/requirements.txt    | 2 +-
 backend/python/vllm/requirements.txt            | 2 +-
 11 files changed, 11 insertions(+), 11 deletions(-)

diff --git a/backend/python/autogptq/requirements.txt b/backend/python/autogptq/requirements.txt
index c857a867..af596d9e 100644
--- a/backend/python/autogptq/requirements.txt
+++ b/backend/python/autogptq/requirements.txt
@@ -1,6 +1,6 @@
 accelerate
 auto-gptq==0.7.1
-grpcio==1.69.0
+grpcio==1.70.0
 protobuf
 certifi
 transformers
\ No newline at end of file
diff --git a/backend/python/bark/requirements.txt b/backend/python/bark/requirements.txt
index 81c1273d..f4beaec1 100644
--- a/backend/python/bark/requirements.txt
+++ b/backend/python/bark/requirements.txt
@@ -1,4 +1,4 @@
 bark==0.1.5
-grpcio==1.69.0
+grpcio==1.70.0
 protobuf
 certifi
\ No newline at end of file
diff --git a/backend/python/common/template/requirements.txt b/backend/python/common/template/requirements.txt
index 0f43df10..125b18dd 100644
--- a/backend/python/common/template/requirements.txt
+++ b/backend/python/common/template/requirements.txt
@@ -1,3 +1,3 @@
-grpcio==1.69.0
+grpcio==1.70.0
 protobuf
 grpcio-tools
\ No newline at end of file
diff --git a/backend/python/coqui/requirements.txt b/backend/python/coqui/requirements.txt
index 76c9ba4b..5ec13b5f 100644
--- a/backend/python/coqui/requirements.txt
+++ b/backend/python/coqui/requirements.txt
@@ -1,4 +1,4 @@
-grpcio==1.69.0
+grpcio==1.70.0
 protobuf
 certifi
 packaging==24.1
\ No newline at end of file
diff --git a/backend/python/diffusers/requirements.txt b/backend/python/diffusers/requirements.txt
index d49155ed..8c450dca 100644
--- a/backend/python/diffusers/requirements.txt
+++ b/backend/python/diffusers/requirements.txt
@@ -1,5 +1,5 @@
 setuptools
-grpcio==1.69.0
+grpcio==1.70.0
 pillow
 protobuf
 certifi
diff --git a/backend/python/exllama2/requirements.txt b/backend/python/exllama2/requirements.txt
index 77464406..cb622d0c 100644
--- a/backend/python/exllama2/requirements.txt
+++ b/backend/python/exllama2/requirements.txt
@@ -1,4 +1,4 @@
-grpcio==1.69.0
+grpcio==1.70.0
 protobuf
 certifi
 wheel
diff --git a/backend/python/faster-whisper/requirements.txt b/backend/python/faster-whisper/requirements.txt
index 0f43df10..125b18dd 100644
--- a/backend/python/faster-whisper/requirements.txt
+++ b/backend/python/faster-whisper/requirements.txt
@@ -1,3 +1,3 @@
-grpcio==1.69.0
+grpcio==1.70.0
 protobuf
 grpcio-tools
\ No newline at end of file
diff --git a/backend/python/kokoro/requirements.txt b/backend/python/kokoro/requirements.txt
index 75d65ba1..06e60389 100644
--- a/backend/python/kokoro/requirements.txt
+++ b/backend/python/kokoro/requirements.txt
@@ -1,4 +1,4 @@
-grpcio==1.69.0
+grpcio==1.70.0
 protobuf
 phonemizer
 scipy
diff --git a/backend/python/rerankers/requirements.txt b/backend/python/rerankers/requirements.txt
index afc8b2a9..566fdae0 100644
--- a/backend/python/rerankers/requirements.txt
+++ b/backend/python/rerankers/requirements.txt
@@ -1,3 +1,3 @@
-grpcio==1.69.0
+grpcio==1.70.0
 protobuf
 certifi
\ No newline at end of file
diff --git a/backend/python/transformers/requirements.txt b/backend/python/transformers/requirements.txt
index db41b928..c0fa0c0b 100644
--- a/backend/python/transformers/requirements.txt
+++ b/backend/python/transformers/requirements.txt
@@ -1,4 +1,4 @@
-grpcio==1.69.0
+grpcio==1.70.0
 protobuf
 certifi
 setuptools
diff --git a/backend/python/vllm/requirements.txt b/backend/python/vllm/requirements.txt
index a1eea776..1f92add8 100644
--- a/backend/python/vllm/requirements.txt
+++ b/backend/python/vllm/requirements.txt
@@ -1,4 +1,4 @@
-grpcio==1.69.0
+grpcio==1.70.0
 protobuf
 certifi
 setuptools
\ No newline at end of file

From 9409c99738f32921255878af7c7b98db6e427b11 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Fri, 24 Jan 2025 22:45:54 +0100
Subject: [PATCH 089/679] chore: :arrow_up: Update ggerganov/llama.cpp to
 `c5d9effb49649db80a52caf5c0626de6f342f526` (#4685)

:arrow_up: Update ggerganov/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index e3c28039..0e4dd391 100644
--- a/Makefile
+++ b/Makefile
@@ -8,7 +8,7 @@ DETECT_LIBS?=true
 # llama.cpp versions
 GOLLAMA_REPO?=https://github.com/go-skynet/go-llama.cpp
 GOLLAMA_VERSION?=2b57a8ae43e4699d3dc5d1496a1ccd42922993be
-CPPLLAMA_VERSION?=6152129d05870cb38162c422c6ba80434e021e9f
+CPPLLAMA_VERSION?=c5d9effb49649db80a52caf5c0626de6f342f526
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From e9cace137b52b37b32c6284ce842b432bd4e21c3 Mon Sep 17 00:00:00 2001
From: Gianluca Boiano <491117+M0Rf30@users.noreply.github.com>
Date: Sat, 25 Jan 2025 09:04:38 +0100
Subject: [PATCH 090/679] chore(model gallery): update deepseek-r1 prompt
 template (#4686)

Signed-off-by: Gianluca Boiano <morf3089@gmail.com>
---
 gallery/deepseek-r1.yaml | 23 +++++++++++++++++++++++
 gallery/index.yaml       |  2 +-
 2 files changed, 24 insertions(+), 1 deletion(-)
 create mode 100644 gallery/deepseek-r1.yaml

diff --git a/gallery/deepseek-r1.yaml b/gallery/deepseek-r1.yaml
new file mode 100644
index 00000000..29ca9db1
--- /dev/null
+++ b/gallery/deepseek-r1.yaml
@@ -0,0 +1,23 @@
+---
+name: "deepseek-r1"
+
+config_file: |
+  context_size: 131072
+  mmap: true
+  f16: true
+  stopwords:
+    - <｜begin▁of▁sentence｜>
+    - <｜end▁of▁sentence｜>
+    - <｜User｜>
+    - <｜Assistant｜>
+  template:
+    chat_message: |
+      {{if eq .RoleName "system" -}}{{.Content }}
+      {{ end -}}
+      {{if eq .RoleName "user" -}}<｜User｜>{{.Content}}
+      {{end -}}
+      {{if eq .RoleName "assistant" -}}<｜Assistant｜>{{.Content}}<｜end▁of▁sentence｜>{{end}}
+    completion: |
+      {{.Input}}
+    chat: |
+      {{.Input -}}<｜Assistant｜>
diff --git a/gallery/index.yaml b/gallery/index.yaml
index 15dbf1e2..11e48fa5 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -5302,7 +5302,7 @@
       sha256: a47782c55ef2b39b19644213720a599d9849511a73c9ebb0c1de749383c0a0f8
       uri: huggingface://RichardErkhov/ContextualAI_-_archangel_sft_pythia2-8b-gguf/archangel_sft_pythia2-8b.Q4_K_M.gguf
 - &deepseek-r1  ## Start DeepSeek-R1
-  url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
+  url: "github:mudler/LocalAI/gallery/deepseek-r1.yaml@master"
   name: "deepseek-r1-distill-qwen-1.5b"
   icon: "https://avatars.githubusercontent.com/u/148330874"
   urls:

From 8eef5a2c5ef85a045a10b7255520a7ca4fd9df81 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 25 Jan 2025 11:04:12 +0100
Subject: [PATCH 091/679] chore(model gallery): add lamarck-14b-v0.7 (#4687)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 11e48fa5..80a60dee 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -3274,6 +3274,21 @@
     - filename: DRT-o1-14B-Q4_K_M.gguf
       sha256: 9619ca984cf4ce8e4f69bcde831de17b2ce05dd89536e3130608877521e3d328
       uri: huggingface://bartowski/DRT-o1-14B-GGUF/DRT-o1-14B-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "lamarck-14b-v0.7"
+  icon: https://huggingface.co/sometimesanotion/Lamarck-14B-v0.7/resolve/main/LamarckShades.webp
+  urls:
+    - https://huggingface.co/sometimesanotion/Lamarck-14B-v0.7
+    - https://huggingface.co/bartowski/Lamarck-14B-v0.7-GGUF
+  description: |
+    Lamarck 14B v0.7: A generalist merge with emphasis on multi-step reasoning, prose, and multi-language ability. The 14B parameter model class has a lot of strong performers, and Lamarck strives to be well-rounded and solid.
+  overrides:
+    parameters:
+      model: Lamarck-14B-v0.7-Q4_K_M.gguf
+  files:
+    - filename: Lamarck-14B-v0.7-Q4_K_M.gguf
+      sha256: ff8eba82b77a4c6b6d556b85629414655d881f8af4601bcf891c6a7b0345b442
+      uri: huggingface://bartowski/Lamarck-14B-v0.7-GGUF/Lamarck-14B-v0.7-Q4_K_M.gguf
 - &smollm  ## SmolLM
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
   name: "smollm-1.7b-instruct"

From 901b06284adaddddbf2cbbc58fd490080950b6a0 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 25 Jan 2025 11:06:05 +0100
Subject: [PATCH 092/679] chore(model gallery): add art-v0-3b (#4688)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 16 ++++++++++++++++
 1 file changed, 16 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 80a60dee..cc96f770 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -3289,6 +3289,22 @@
     - filename: Lamarck-14B-v0.7-Q4_K_M.gguf
       sha256: ff8eba82b77a4c6b6d556b85629414655d881f8af4601bcf891c6a7b0345b442
       uri: huggingface://bartowski/Lamarck-14B-v0.7-GGUF/Lamarck-14B-v0.7-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "art-v0-3b"
+  icon: https://blog.agi-0.com/_next/image?url=%2Fabout_img2.jpeg&w=1920&q=75
+  urls:
+    - https://huggingface.co/AGI-0/Art-v0-3B
+    - https://huggingface.co/bartowski/Art-v0-3B-GGUF
+    - https://blog.agi-0.com/posts/art-series
+  description: |
+    Art v0 3B is our inaugural model in the Art series, fine-tuned from Qwen/Qwen2.5-3B-Instruct using a specialized dataset generated with Gemini 2.0 Flash Thinking. Read more about the Art series
+  overrides:
+    parameters:
+      model: Art-v0-3B-Q4_K_M.gguf
+  files:
+    - filename: Art-v0-3B-Q4_K_M.gguf
+      sha256: 551acd326ce9a743b6e06e094865eb2f06c23c81c812ce221d757bf27ceec9f7
+      uri: huggingface://bartowski/Art-v0-3B-GGUF/Art-v0-3B-Q4_K_M.gguf
 - &smollm  ## SmolLM
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
   name: "smollm-1.7b-instruct"

From 4c3710a5319269fa159c8521dd74a13fe3be11c7 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 25 Jan 2025 11:07:31 +0100
Subject: [PATCH 093/679] chore(model gallery): add chuluun-qwen2.5-72b-v0.08
 (#4689)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 18 ++++++++++++++++++
 1 file changed, 18 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index cc96f770..12f1bc2e 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -3305,6 +3305,24 @@
     - filename: Art-v0-3B-Q4_K_M.gguf
       sha256: 551acd326ce9a743b6e06e094865eb2f06c23c81c812ce221d757bf27ceec9f7
       uri: huggingface://bartowski/Art-v0-3B-GGUF/Art-v0-3B-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "chuluun-qwen2.5-72b-v0.08"
+  icon: https://huggingface.co/DatToad/Chuluun-Qwen2.5-72B-v0.08/resolve/main/Chuluun8-2.png
+  urls:
+    - https://huggingface.co/DatToad/Chuluun-Qwen2.5-72B-v0.08
+    - https://huggingface.co/bartowski/Chuluun-Qwen2.5-72B-v0.08-GGUF
+  description: |
+    This is a merge of pre-trained language models created using mergekit.
+    I re-ran the original Chuluun formula including the newly released Ink from Allura-Org. I've found the addition gives the model a lot more variability, likely because of aggressive de-slop applied to its dataset. Sometimes this means a word choice will be strange and you'll want to manually edit when needed, but it means you'll see less ministrations sparkling with mischief.
+    Because of this the best way to approach the model is to run multiple regens and choose the one you like, edit mercilessly, and continue. Like the original Chuluun this variant is very steerable for complex storywriting and RP. It's probably also a little spicier than v0.01 with both Magnum and whatever the heck Fizz threw into the data for Ink.
+    I've also been hearing praise for a level of character intelligence not seen in other models, including Largestral finetunes and merges. I'm not about to say any model of mine is smarter because it was a dumb idea to use Tess as the base and it somehow worked.
+  overrides:
+    parameters:
+      model: Chuluun-Qwen2.5-72B-v0.08-Q4_K_M.gguf
+  files:
+    - filename: Chuluun-Qwen2.5-72B-v0.08-Q4_K_M.gguf
+      sha256: 0fec82625f74a9a340837de7af287b1d9042e5aeb70cda2621426db99958b0af
+      uri: huggingface://bartowski/Chuluun-Qwen2.5-72B-v0.08-GGUF/Chuluun-Qwen2.5-72B-v0.08-Q4_K_M.gguf
 - &smollm  ## SmolLM
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
   name: "smollm-1.7b-instruct"

From 4ab107bc1ae1323f80dcad8b13fbefd943a067cb Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Sat, 25 Jan 2025 22:44:14 +0100
Subject: [PATCH 094/679] chore: :arrow_up: Update ggerganov/llama.cpp to
 `26771a1491f3a4c3d5b99c4c267b81aca9a7dfa0` (#4690)

:arrow_up: Update ggerganov/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 0e4dd391..f6ee9a08 100644
--- a/Makefile
+++ b/Makefile
@@ -8,7 +8,7 @@ DETECT_LIBS?=true
 # llama.cpp versions
 GOLLAMA_REPO?=https://github.com/go-skynet/go-llama.cpp
 GOLLAMA_VERSION?=2b57a8ae43e4699d3dc5d1496a1ccd42922993be
-CPPLLAMA_VERSION?=c5d9effb49649db80a52caf5c0626de6f342f526
+CPPLLAMA_VERSION?=26771a1491f3a4c3d5b99c4c267b81aca9a7dfa0
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From a6bc8aa7c7583a989b0e86ea113e7d66900ee760 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 26 Jan 2025 10:01:37 +0100
Subject: [PATCH 095/679] chore(model gallery): add l3.3-nevoria-r1-70b (#4691)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 19 +++++++++++++++++++
 1 file changed, 19 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 12f1bc2e..51f36da9 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -456,6 +456,25 @@
     - filename: L3.3-Prikol-70B-v0.2-Q4_K_M.gguf
       sha256: fc0ff514efbc0b67981c2bf1423d5a2e1b8801e4266ba0c653ea148414fe5ffc
       uri: huggingface://bartowski/L3.3-Prikol-70B-v0.2-GGUF/L3.3-Prikol-70B-v0.2-Q4_K_M.gguf
+- !!merge <<: *llama33
+  name: "l3.3-nevoria-r1-70b"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/64545af5ec40bbbd01242ca6/_oWpsvCZ-graNKzJBBjGo.jpeg
+  urls:
+    - https://huggingface.co/Steelskull/L3.3-Nevoria-R1-70b
+    - https://huggingface.co/bartowski/L3.3-Nevoria-R1-70b-GGUF
+  description: |
+    This model builds upon the original Nevoria foundation, incorporating the Deepseek-R1 reasoning architecture to enhance dialogue interaction and scene comprehension. While maintaining Nevoria's core strengths in storytelling and scene description (derived from EVA, EURYALE, and Anubis), this iteration aims to improve prompt adherence and creative reasoning capabilities. The model also retains the balanced perspective introduced by Negative_LLAMA and Nemotron elements. Also, the model plays the card to almost a fault, It'll pick up on minor issues and attempt to run with them. Users had it call them out for misspelling a word while playing in character.
+
+    Note: While Nevoria-R1 represents a significant architectural change, rather than a direct successor to Nevoria, it operates as a distinct model with its own characteristics.
+
+    The lorablated model base choice was intentional, creating unique weight interactions similar to the original Astoria model and Astoria V2 model. This "weight twisting" effect, achieved by subtracting the lorablated base model during merging, creates an interesting balance in the model's behavior. While unconventional compared to sequential component application, this approach was chosen for its unique response characteristics.
+  overrides:
+    parameters:
+      model: L3.3-Nevoria-R1-70b-Q4_K_M.gguf
+  files:
+    - filename: L3.3-Nevoria-R1-70b-Q4_K_M.gguf
+      sha256: 9f32f202fb5b1465c942693bb11eea9e8a1c5686b00602715b495c068eaf1c58
+      uri: huggingface://bartowski/L3.3-Nevoria-R1-70b-GGUF/L3.3-Nevoria-R1-70b-Q4_K_M.gguf
 - &rwkv
   url: "github:mudler/LocalAI/gallery/rwkv.yaml@master"
   name: "rwkv-6-world-7b"

From 8f5aa2d9deeb4817e950c753c90bdf38738cf681 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 26 Jan 2025 10:03:46 +0100
Subject: [PATCH 096/679] chore(model gallery): add dumpling-qwen2.5-32b
 (#4692)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 27 +++++++++++++++++++++++++++
 1 file changed, 27 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 51f36da9..f4ce6f6d 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -3400,6 +3400,33 @@
     - filename: Vikhr-Qwen-2.5-1.5B-Instruct.Q4_K_M.gguf
       sha256: eaeac314e30b461413bc1cc819cdc0cd6a79265711fd0b8268702960a082c7bd
       uri: huggingface://QuantFactory/Vikhr-Qwen-2.5-1.5B-Instruct-GGUF/Vikhr-Qwen-2.5-1.5B-Instruct.Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "dumpling-qwen2.5-32b"
+  icon: https://huggingface.co/nbeerbower/Dumpling-Qwen2.5-32B/resolve/main/dumpling_cover.png?download=true
+  urls:
+    - https://huggingface.co/nbeerbower/Dumpling-Qwen2.5-32B
+    - https://huggingface.co/bartowski/Dumpling-Qwen2.5-32B-GGUF
+  description: |
+   nbeerbower/Rombos-EVAGutenberg-TIES-Qwen2.5-32B finetuned on:
+    nbeerbower/GreatFirewall-DPO
+    nbeerbower/Schule-DPO
+    nbeerbower/Purpura-DPO
+    nbeerbower/Arkhaios-DPO
+    jondurbin/truthy-dpo-v0.1
+    antiven0m/physical-reasoning-dpo
+    flammenai/Date-DPO-NoAsterisks
+    flammenai/Prude-Phi3-DPO
+    Atsunori/HelpSteer2-DPO
+    jondurbin/gutenberg-dpo-v0.1
+    nbeerbower/gutenberg2-dpo
+    nbeerbower/gutenberg-moderne-dpo.
+  overrides:
+    parameters:
+      model: Dumpling-Qwen2.5-32B-Q4_K_M.gguf
+  files:
+    - filename: Dumpling-Qwen2.5-32B-Q4_K_M.gguf
+      sha256: c5b7d773cc614650ad3956008e30d0607df6106c28e381870a9b950bd4ee1d17
+      uri: huggingface://bartowski/Dumpling-Qwen2.5-32B-GGUF/Dumpling-Qwen2.5-32B-Q4_K_M.gguf
 - &llama31  ## LLama3.1
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master"
   icon: https://avatars.githubusercontent.com/u/153379578

From 3b6b37a81bb6224edd77276efbd661a3b2dc337e Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 26 Jan 2025 10:06:06 +0100
Subject: [PATCH 097/679] chore(model gallery): add
 deepseek-r1-qwen-2.5-32b-ablated (#4693)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 19 +++++++++++++++++++
 1 file changed, 19 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index f4ce6f6d..da601b35 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -5476,6 +5476,25 @@
     - filename: DeepSeek-R1-Distill-Llama-70B-Q4_K_M.gguf
       sha256: 181a82a1d6d2fa24fe4db83a68eee030384986bdbdd4773ba76424e3a6eb9fd8
       uri: huggingface://bartowski/DeepSeek-R1-Distill-Llama-70B-GGUF/DeepSeek-R1-Distill-Llama-70B-Q4_K_M.gguf
+- !!merge <<: *deepseek-r1
+  name: "deepseek-r1-qwen-2.5-32b-ablated"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/6587d8dd1b44d0e694104fbf/0dkt6EhZYwXVBxvSWXdaM.png
+  urls:
+    - https://huggingface.co/NaniDAO/deepseek-r1-qwen-2.5-32B-ablated
+    - https://huggingface.co/bartowski/deepseek-r1-qwen-2.5-32B-ablated-GGUF
+  description: |
+    DeepSeek-R1-Distill-Qwen-32B with ablation technique applied for a more helpful (and based) reasoning model.
+
+    This means it will refuse less of your valid requests for an uncensored UX. Use responsibly and use common sense.
+
+    We do not take any responsibility for how you apply this intelligence, just as we do not for how you apply your own.
+  overrides:
+    parameters:
+      model: deepseek-r1-qwen-2.5-32B-ablated-Q4_K_M.gguf
+  files:
+    - filename: deepseek-r1-qwen-2.5-32B-ablated-Q4_K_M.gguf
+      sha256: 7f33898641ebe58fe178c3517efc129f4fe37c6ca2d8b91353c4539b0c3411ec
+      uri: huggingface://bartowski/deepseek-r1-qwen-2.5-32B-ablated-GGUF/deepseek-r1-qwen-2.5-32B-ablated-Q4_K_M.gguf
 - &qwen2  ## Start QWEN2
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
   name: "qwen2-7b-instruct"

From 4db8f5cbced8031aa1536b5c4fb906429899477c Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Sun, 26 Jan 2025 22:44:54 +0100
Subject: [PATCH 098/679] chore: :arrow_up: Update ggerganov/llama.cpp to
 `178a7eb952d211b8d4232d5e50ae1b64519172a9` (#4694)

:arrow_up: Update ggerganov/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index f6ee9a08..f960194c 100644
--- a/Makefile
+++ b/Makefile
@@ -8,7 +8,7 @@ DETECT_LIBS?=true
 # llama.cpp versions
 GOLLAMA_REPO?=https://github.com/go-skynet/go-llama.cpp
 GOLLAMA_VERSION?=2b57a8ae43e4699d3dc5d1496a1ccd42922993be
-CPPLLAMA_VERSION?=26771a1491f3a4c3d5b99c4c267b81aca9a7dfa0
+CPPLLAMA_VERSION?=178a7eb952d211b8d4232d5e50ae1b64519172a9
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 5cf838c08d304844f78f26098956249c1d132c49 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 27 Jan 2025 09:26:00 +0100
Subject: [PATCH 099/679] chore(model gallery): add confucius-o1-14b (#4696)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index da601b35..d736ec35 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -3427,6 +3427,20 @@
     - filename: Dumpling-Qwen2.5-32B-Q4_K_M.gguf
       sha256: c5b7d773cc614650ad3956008e30d0607df6106c28e381870a9b950bd4ee1d17
       uri: huggingface://bartowski/Dumpling-Qwen2.5-32B-GGUF/Dumpling-Qwen2.5-32B-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "confucius-o1-14b"
+  urls:
+    - https://huggingface.co/netease-youdao/Confucius-o1-14B
+    - https://huggingface.co/bartowski/Confucius-o1-14B-GGUF
+  description: |
+    Confucius-o1-14B is a o1-like reasoning model developed by the NetEase Youdao Team, it can be easily deployed on a single GPU without quantization. This model is based on the Qwen2.5-14B-Instruct model and adopts a two-stage learning strategy, enabling the lightweight 14B model to possess thinking abilities similar to those of o1. What sets it apart is that after generating the chain of thought, it can summarize a step-by-step problem-solving process from the chain of thought on its own. This can prevent users from getting bogged down in the complex chain of thought and allows them to easily obtain the correct problem-solving ideas and answers.
+  overrides:
+    parameters:
+      model: Confucius-o1-14B-Q4_K_M.gguf
+  files:
+    - filename: Confucius-o1-14B-Q4_K_M.gguf
+      sha256: 03182920edd8667db7d2a362ca2d25e88f4b615b383b5a55c764f4715fb22dd9
+      uri: huggingface://bartowski/Confucius-o1-14B-GGUF/Confucius-o1-14B-Q4_K_M.gguf
 - &llama31  ## LLama3.1
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master"
   icon: https://avatars.githubusercontent.com/u/153379578

From 26d790a2b6f1ee7ef276238f2475c282444d2e80 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 27 Jan 2025 09:28:29 +0100
Subject: [PATCH 100/679] chore(model gallery): add
 fuseo1-deepseekr1-qwen2.5-coder-32b-preview-v0.1 (#4697)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index d736ec35..d1b5b822 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -5509,6 +5509,20 @@
     - filename: deepseek-r1-qwen-2.5-32B-ablated-Q4_K_M.gguf
       sha256: 7f33898641ebe58fe178c3517efc129f4fe37c6ca2d8b91353c4539b0c3411ec
       uri: huggingface://bartowski/deepseek-r1-qwen-2.5-32B-ablated-GGUF/deepseek-r1-qwen-2.5-32B-ablated-Q4_K_M.gguf
+- !!merge <<: *deepseek-r1
+  name: "fuseo1-deepseekr1-qwen2.5-coder-32b-preview-v0.1"
+  urls:
+    - https://huggingface.co/FuseAI/FuseO1-DeepSeekR1-Qwen2.5-Coder-32B-Preview
+    - https://huggingface.co/bartowski/FuseO1-DeepSeekR1-Qwen2.5-Coder-32B-Preview-v0.1-GGUF
+  description: |
+    FuseO1-Preview is our initial endeavor to enhance the System-II reasoning capabilities of large language models (LLMs) through innovative model fusion techniques. By employing our advanced SCE merging methodologies, we integrate multiple open-source o1-like LLMs into a unified model. Our goal is to incorporate the distinct knowledge and strengths from different reasoning LLMs into a single, unified model with strong System-II reasoning abilities, particularly in mathematics, coding, and science domains.
+  overrides:
+    parameters:
+      model: FuseO1-DeepSeekR1-Qwen2.5-Coder-32B-Preview-v0.1-Q4_K_M.gguf
+  files:
+    - filename: FuseO1-DeepSeekR1-Qwen2.5-Coder-32B-Preview-v0.1-Q4_K_M.gguf
+      sha256: d7753547046cd6e3d45a2cfbd5557aa20dd0b9f0330931d3fd5b3d4a0b468b24
+      uri: huggingface://bartowski/FuseO1-DeepSeekR1-Qwen2.5-Coder-32B-Preview-v0.1-GGUF/FuseO1-DeepSeekR1-Qwen2.5-Coder-32B-Preview-v0.1-Q4_K_M.gguf
 - &qwen2  ## Start QWEN2
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
   name: "qwen2-7b-instruct"

From e7cffd7afafdf46a3995019bdb8c587881796e68 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 27 Jan 2025 09:31:47 +0100
Subject: [PATCH 101/679] chore(model gallery): add
 fuseo1-deepseekr1-qwen2.5-instruct-32b-preview (#4698)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index d1b5b822..5cf627f5 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -5523,6 +5523,20 @@
     - filename: FuseO1-DeepSeekR1-Qwen2.5-Coder-32B-Preview-v0.1-Q4_K_M.gguf
       sha256: d7753547046cd6e3d45a2cfbd5557aa20dd0b9f0330931d3fd5b3d4a0b468b24
       uri: huggingface://bartowski/FuseO1-DeepSeekR1-Qwen2.5-Coder-32B-Preview-v0.1-GGUF/FuseO1-DeepSeekR1-Qwen2.5-Coder-32B-Preview-v0.1-Q4_K_M.gguf
+- !!merge <<: *deepseek-r1
+  name: "fuseo1-deepseekr1-qwen2.5-instruct-32b-preview"
+  urls:
+    - https://huggingface.co/FuseAI/FuseO1-DeepSeekR1-Qwen2.5-Instruct-32B-Preview
+    - https://huggingface.co/bartowski/FuseO1-DeepSeekR1-Qwen2.5-Instruct-32B-Preview-GGUF
+  description: |
+    FuseO1-Preview is our initial endeavor to enhance the System-II reasoning capabilities of large language models (LLMs) through innovative model fusion techniques. By employing our advanced SCE merging methodologies, we integrate multiple open-source o1-like LLMs into a unified model. Our goal is to incorporate the distinct knowledge and strengths from different reasoning LLMs into a single, unified model with strong System-II reasoning abilities, particularly in mathematics, coding, and science domains.
+  overrides:
+    parameters:
+      model: FuseO1-DeepSeekR1-Qwen2.5-Instruct-32B-Preview-Q4_K_M.gguf
+  files:
+    - filename: FuseO1-DeepSeekR1-Qwen2.5-Instruct-32B-Preview-Q4_K_M.gguf
+      sha256: 3b06a004a6bb827f809a7326b30ee73f96a1a86742d8c2dd335d75874fa17aa4
+      uri: huggingface://bartowski/FuseO1-DeepSeekR1-Qwen2.5-Instruct-32B-Preview-GGUF/FuseO1-DeepSeekR1-Qwen2.5-Instruct-32B-Preview-Q4_K_M.gguf
 - &qwen2  ## Start QWEN2
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
   name: "qwen2-7b-instruct"

From 0f4f62cf3cdbc34c99a69a83f97a74f9913b64f2 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 27 Jan 2025 09:51:06 +0100
Subject: [PATCH 102/679] chore(model gallery): add
 fuseo1-deepseekr1-qwq-32b-preview (#4699)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 5cf627f5..5e081b98 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -5537,6 +5537,20 @@
     - filename: FuseO1-DeepSeekR1-Qwen2.5-Instruct-32B-Preview-Q4_K_M.gguf
       sha256: 3b06a004a6bb827f809a7326b30ee73f96a1a86742d8c2dd335d75874fa17aa4
       uri: huggingface://bartowski/FuseO1-DeepSeekR1-Qwen2.5-Instruct-32B-Preview-GGUF/FuseO1-DeepSeekR1-Qwen2.5-Instruct-32B-Preview-Q4_K_M.gguf
+- !!merge <<: *deepseek-r1
+  name: "fuseo1-deepseekr1-qwq-32b-preview"
+  urls:
+    - https://huggingface.co/FuseAI/FuseO1-DeepSeekR1-QwQ-32B-Preview
+    - https://huggingface.co/bartowski/FuseO1-DeepSeekR1-QwQ-32B-Preview-GGUF
+  description: |
+    FuseO1-Preview is our initial endeavor to enhance the System-II reasoning capabilities of large language models (LLMs) through innovative model fusion techniques. By employing our advanced SCE merging methodologies, we integrate multiple open-source o1-like LLMs into a unified model. Our goal is to incorporate the distinct knowledge and strengths from different reasoning LLMs into a single, unified model with strong System-II reasoning abilities, particularly in mathematics, coding, and science domains.
+  overrides:
+    parameters:
+      model: FuseO1-DeepSeekR1-QwQ-32B-Preview-Q4_K_M.gguf
+  files:
+    - filename: FuseO1-DeepSeekR1-QwQ-32B-Preview-Q4_K_M.gguf
+      sha256: 16f1fb6bf76bb971a7a63e1a68cddd09421f4a767b86eec55eed1e08178f78f2
+      uri: huggingface://bartowski/FuseO1-DeepSeekR1-QwQ-32B-Preview-GGUF/FuseO1-DeepSeekR1-QwQ-32B-Preview-Q4_K_M.gguf
 - &qwen2  ## Start QWEN2
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
   name: "qwen2-7b-instruct"

From 539e94db731badf8878c23a71b00d3b02dacaf7e Mon Sep 17 00:00:00 2001
From: Maximilian Kenfenheuer <maximilian.kenfenheuer@ksol.it>
Date: Mon, 27 Jan 2025 16:53:05 +0100
Subject: [PATCH 103/679] feat: function argument parsing using named regex
 (#4700)

Signed-off-by: Maximilian Kenfenheuer <maximilian.kenfenheuer@ksol.it>
---
 pkg/functions/parse.go | 45 +++++++++++++++++++++++++++++++++++++++++-
 1 file changed, 44 insertions(+), 1 deletion(-)

diff --git a/pkg/functions/parse.go b/pkg/functions/parse.go
index f5593690..7b8df91e 100644
--- a/pkg/functions/parse.go
+++ b/pkg/functions/parse.go
@@ -5,6 +5,7 @@ import (
 	"errors"
 	"io"
 	"regexp"
+	"slices"
 	"strings"
 
 	"github.com/mudler/LocalAI/pkg/functions/grammars"
@@ -71,6 +72,12 @@ type FunctionsConfig struct {
 	// JSONRegexMatch is a regex to extract the JSON object from the response
 	JSONRegexMatch []string `yaml:"json_regex_match"`
 
+	// ArgumentRegex is a named regex to extract the arguments from the response. Use ArgumentRegexKey and ArgumentRegexValue to set the names of the named regex for key and value of the arguments.
+	ArgumentRegex []string `yaml:"argument_regex"`
+	// ArgumentRegex named regex names for key and value extractions. default: key and value
+	ArgumentRegexKey   string `yaml:"argument_regex_key_name"`   // default: key
+	ArgumentRegexValue string `yaml:"argument_regex_value_name"` // default: value
+
 	// ReplaceFunctionResults allow to replace strings in the results before parsing them
 	ReplaceFunctionResults []ReplaceResult `yaml:"replace_function_results"`
 
@@ -310,7 +317,7 @@ func ParseFunctionCall(llmresult string, functionConfig FunctionsConfig) []FuncC
 				if functionName == "" {
 					return results
 				}
-				results = append(results, FuncCallResults{Name: result[functionNameKey], Arguments: result[functionArgumentsKey]})
+				results = append(results, FuncCallResults{Name: result[functionNameKey], Arguments: ParseFunctionCallArgs(result[functionArgumentsKey], functionConfig)})
 			}
 		}
 	} else {
@@ -322,3 +329,39 @@ func ParseFunctionCall(llmresult string, functionConfig FunctionsConfig) []FuncC
 
 	return results
 }
+
+func ParseFunctionCallArgs(functionArguments string, functionConfig FunctionsConfig) string {
+	if len(functionConfig.ArgumentRegex) > 0 {
+		// We use named regexes here to extract the function argument key value pairs and convert this to valid json.
+		// TODO: there might be responses where an object as a value is expected/required. This is currently not handled.
+		args := make(map[string]string)
+
+		agrsRegexKeyName := "key"
+		agrsRegexValueName := "value"
+
+		if functionConfig.ArgumentRegexKey != "" {
+			agrsRegexKeyName = functionConfig.ArgumentRegexKey
+		}
+		if functionConfig.ArgumentRegexValue != "" {
+			agrsRegexValueName = functionConfig.ArgumentRegexValue
+		}
+
+		for _, r := range functionConfig.ArgumentRegex {
+			var respRegex = regexp.MustCompile(r)
+			var nameRange []string = respRegex.SubexpNames()
+			var keyIndex = slices.Index(nameRange, agrsRegexKeyName)
+			var valueIndex = slices.Index(nameRange, agrsRegexValueName)
+			matches := respRegex.FindAllStringSubmatch(functionArguments, -1)
+			for _, match := range matches {
+				args[match[keyIndex]] = match[valueIndex]
+			}
+		}
+
+		jsonBytes, _ := json.Marshal(args)
+		jsonString := string(jsonBytes)
+
+		return jsonString
+	} else {
+		return functionArguments
+	}
+}

From fff35d5528a573935cad76489974d39b8cebfff3 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 27 Jan 2025 21:09:50 +0000
Subject: [PATCH 104/679] chore(deps): Bump sentence-transformers from 3.3.1 to
 3.4.0 in /backend/python/transformers (#4702)

chore(deps): Bump sentence-transformers in /backend/python/transformers

Bumps [sentence-transformers](https://github.com/UKPLab/sentence-transformers) from 3.3.1 to 3.4.0.
- [Release notes](https://github.com/UKPLab/sentence-transformers/releases)
- [Commits](https://github.com/UKPLab/sentence-transformers/compare/v3.3.1...v3.4.0)

---
updated-dependencies:
- dependency-name: sentence-transformers
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 backend/python/transformers/requirements-cpu.txt      | 2 +-
 backend/python/transformers/requirements-cublas11.txt | 2 +-
 backend/python/transformers/requirements-cublas12.txt | 2 +-
 backend/python/transformers/requirements-hipblas.txt  | 2 +-
 backend/python/transformers/requirements-intel.txt    | 2 +-
 5 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/backend/python/transformers/requirements-cpu.txt b/backend/python/transformers/requirements-cpu.txt
index c88508e3..36dc973a 100644
--- a/backend/python/transformers/requirements-cpu.txt
+++ b/backend/python/transformers/requirements-cpu.txt
@@ -5,4 +5,4 @@ accelerate
 transformers
 bitsandbytes
 outetts
-sentence-transformers==3.3.1
\ No newline at end of file
+sentence-transformers==3.4.0
\ No newline at end of file
diff --git a/backend/python/transformers/requirements-cublas11.txt b/backend/python/transformers/requirements-cublas11.txt
index 0faa9cec..a8b1c0c0 100644
--- a/backend/python/transformers/requirements-cublas11.txt
+++ b/backend/python/transformers/requirements-cublas11.txt
@@ -6,4 +6,4 @@ accelerate
 transformers
 bitsandbytes
 outetts
-sentence-transformers==3.3.1
+sentence-transformers==3.4.0
diff --git a/backend/python/transformers/requirements-cublas12.txt b/backend/python/transformers/requirements-cublas12.txt
index 1e22312f..a54c4c88 100644
--- a/backend/python/transformers/requirements-cublas12.txt
+++ b/backend/python/transformers/requirements-cublas12.txt
@@ -5,4 +5,4 @@ numba==0.60.0
 transformers
 bitsandbytes
 outetts
-sentence-transformers==3.3.1
+sentence-transformers==3.4.0
diff --git a/backend/python/transformers/requirements-hipblas.txt b/backend/python/transformers/requirements-hipblas.txt
index 47aa88db..73b7d85b 100644
--- a/backend/python/transformers/requirements-hipblas.txt
+++ b/backend/python/transformers/requirements-hipblas.txt
@@ -7,4 +7,4 @@ numba==0.60.0
 bitsandbytes
 outetts
 bitsandbytes
-sentence-transformers==3.3.1
+sentence-transformers==3.4.0
diff --git a/backend/python/transformers/requirements-intel.txt b/backend/python/transformers/requirements-intel.txt
index 708b0516..5b677199 100644
--- a/backend/python/transformers/requirements-intel.txt
+++ b/backend/python/transformers/requirements-intel.txt
@@ -8,4 +8,4 @@ numba==0.60.0
 intel-extension-for-transformers
 bitsandbytes
 outetts
-sentence-transformers==3.3.1
+sentence-transformers==3.4.0

From 03f3df9a82dd8452abc9bae93f3b7cfb3063e322 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 28 Jan 2025 09:13:00 +0100
Subject: [PATCH 105/679] chore(deps): Bump docs/themes/hugo-theme-relearn from
 `8dad5ee` to `5bcb9fe` (#4704)

chore(deps): Bump docs/themes/hugo-theme-relearn

Bumps [docs/themes/hugo-theme-relearn](https://github.com/McShelby/hugo-theme-relearn) from `8dad5ee` to `5bcb9fe`.
- [Release notes](https://github.com/McShelby/hugo-theme-relearn/releases)
- [Commits](https://github.com/McShelby/hugo-theme-relearn/compare/8dad5ee419e5bb2a0b380aa72d7a7389af4945f6...5bcb9fe5e61d2fbe702034a24425992fd2455b0a)

---
updated-dependencies:
- dependency-name: docs/themes/hugo-theme-relearn
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 docs/themes/hugo-theme-relearn | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/themes/hugo-theme-relearn b/docs/themes/hugo-theme-relearn
index 8dad5ee4..5bcb9fe5 160000
--- a/docs/themes/hugo-theme-relearn
+++ b/docs/themes/hugo-theme-relearn
@@ -1 +1 @@
-Subproject commit 8dad5ee419e5bb2a0b380aa72d7a7389af4945f6
+Subproject commit 5bcb9fe5e61d2fbe702034a24425992fd2455b0a

From 3d0fbcb4f7331d1d7abca50d9719ea7e232cbdb3 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Tue, 28 Jan 2025 09:13:43 +0100
Subject: [PATCH 106/679] chore: :arrow_up: Update ggerganov/llama.cpp to
 `a4417ddda98fd0558fb4d802253e68a933704b59` (#4705)

:arrow_up: Update ggerganov/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index f960194c..08c334a3 100644
--- a/Makefile
+++ b/Makefile
@@ -8,7 +8,7 @@ DETECT_LIBS?=true
 # llama.cpp versions
 GOLLAMA_REPO?=https://github.com/go-skynet/go-llama.cpp
 GOLLAMA_VERSION?=2b57a8ae43e4699d3dc5d1496a1ccd42922993be
-CPPLLAMA_VERSION?=178a7eb952d211b8d4232d5e50ae1b64519172a9
+CPPLLAMA_VERSION?=a4417ddda98fd0558fb4d802253e68a933704b59
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From d9204ea3b5b0edbfb1e980fa559a7fa79ac8f1ff Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 28 Jan 2025 11:50:09 +0100
Subject: [PATCH 107/679] chore(deps): Bump dependabot/fetch-metadata from
 2.2.0 to 2.3.0 (#4701)

Bumps [dependabot/fetch-metadata](https://github.com/dependabot/fetch-metadata) from 2.2.0 to 2.3.0.
- [Release notes](https://github.com/dependabot/fetch-metadata/releases)
- [Commits](https://github.com/dependabot/fetch-metadata/compare/v2.2.0...v2.3.0)

---
updated-dependencies:
- dependency-name: dependabot/fetch-metadata
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 .github/workflows/dependabot_auto.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/dependabot_auto.yml b/.github/workflows/dependabot_auto.yml
index 951e65e1..5bcd84f6 100644
--- a/.github/workflows/dependabot_auto.yml
+++ b/.github/workflows/dependabot_auto.yml
@@ -14,7 +14,7 @@ jobs:
     steps:
       - name: Dependabot metadata
         id: metadata
-        uses: dependabot/fetch-metadata@v2.2.0
+        uses: dependabot/fetch-metadata@v2.3.0
         with:
           github-token: "${{ secrets.GITHUB_TOKEN }}"
           skip-commit-verification: true

From 91e1ff5a95d60fa3a8df250d953640f522adb251 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Tue, 28 Jan 2025 22:45:14 +0100
Subject: [PATCH 108/679] chore: :arrow_up: Update ggerganov/llama.cpp to
 `cae9fb4361138b937464524eed907328731b81f6` (#4711)

:arrow_up: Update ggerganov/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 08c334a3..6cbc7326 100644
--- a/Makefile
+++ b/Makefile
@@ -8,7 +8,7 @@ DETECT_LIBS?=true
 # llama.cpp versions
 GOLLAMA_REPO?=https://github.com/go-skynet/go-llama.cpp
 GOLLAMA_VERSION?=2b57a8ae43e4699d3dc5d1496a1ccd42922993be
-CPPLLAMA_VERSION?=a4417ddda98fd0558fb4d802253e68a933704b59
+CPPLLAMA_VERSION?=cae9fb4361138b937464524eed907328731b81f6
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From b4b67e00bd7b705b1f6497f953ae562d0ea3af64 Mon Sep 17 00:00:00 2001
From: Maximilian Kenfenheuer <maximilian.kenfenheuer@ksol.it>
Date: Tue, 28 Jan 2025 22:58:02 +0100
Subject: [PATCH 109/679] refactor: function argument parsing using named regex
 (#4708)

Signed-off-by: Maximilian Kenfenheuer <maximilian.kenfenheuer@ksol.it>
---
 pkg/functions/parse.go | 61 +++++++++++++++++++++---------------------
 1 file changed, 30 insertions(+), 31 deletions(-)

diff --git a/pkg/functions/parse.go b/pkg/functions/parse.go
index 7b8df91e..50cbb27b 100644
--- a/pkg/functions/parse.go
+++ b/pkg/functions/parse.go
@@ -331,37 +331,36 @@ func ParseFunctionCall(llmresult string, functionConfig FunctionsConfig) []FuncC
 }
 
 func ParseFunctionCallArgs(functionArguments string, functionConfig FunctionsConfig) string {
-	if len(functionConfig.ArgumentRegex) > 0 {
-		// We use named regexes here to extract the function argument key value pairs and convert this to valid json.
-		// TODO: there might be responses where an object as a value is expected/required. This is currently not handled.
-		args := make(map[string]string)
-
-		agrsRegexKeyName := "key"
-		agrsRegexValueName := "value"
-
-		if functionConfig.ArgumentRegexKey != "" {
-			agrsRegexKeyName = functionConfig.ArgumentRegexKey
-		}
-		if functionConfig.ArgumentRegexValue != "" {
-			agrsRegexValueName = functionConfig.ArgumentRegexValue
-		}
-
-		for _, r := range functionConfig.ArgumentRegex {
-			var respRegex = regexp.MustCompile(r)
-			var nameRange []string = respRegex.SubexpNames()
-			var keyIndex = slices.Index(nameRange, agrsRegexKeyName)
-			var valueIndex = slices.Index(nameRange, agrsRegexValueName)
-			matches := respRegex.FindAllStringSubmatch(functionArguments, -1)
-			for _, match := range matches {
-				args[match[keyIndex]] = match[valueIndex]
-			}
-		}
-
-		jsonBytes, _ := json.Marshal(args)
-		jsonString := string(jsonBytes)
-
-		return jsonString
-	} else {
+	if len(functionConfig.ArgumentRegex) == 0 {
 		return functionArguments
 	}
+
+	// We use named regexes here to extract the function argument key value pairs and convert this to valid json.
+	// TODO: there might be responses where an object as a value is expected/required. This is currently not handled.
+	args := make(map[string]string)
+
+	agrsRegexKeyName := "key"
+	agrsRegexValueName := "value"
+
+	if functionConfig.ArgumentRegexKey != "" {
+		agrsRegexKeyName = functionConfig.ArgumentRegexKey
+	}
+	if functionConfig.ArgumentRegexValue != "" {
+		agrsRegexValueName = functionConfig.ArgumentRegexValue
+	}
+
+	for _, r := range functionConfig.ArgumentRegex {
+		var respRegex = regexp.MustCompile(r)
+		var nameRange []string = respRegex.SubexpNames()
+		var keyIndex = slices.Index(nameRange, agrsRegexKeyName)
+		var valueIndex = slices.Index(nameRange, agrsRegexValueName)
+		matches := respRegex.FindAllStringSubmatch(functionArguments, -1)
+		for _, match := range matches {
+			args[match[keyIndex]] = match[valueIndex]
+		}
+	}
+
+	jsonBytes, _ := json.Marshal(args)
+	
+	return string(jsonBytes)
 }

From a37b2c765c2085c5d89cdfffda63e5ca671b4465 Mon Sep 17 00:00:00 2001
From: Maximilian Kenfenheuer <maximilian.kenfenheuer@ksol.it>
Date: Tue, 28 Jan 2025 22:58:35 +0100
Subject: [PATCH 110/679] docs: update advanced-usage.md to reflect changes in
 #4700 (#4709)

Signed-off-by: Maximilian Kenfenheuer <maximilian.kenfenheuer@ksol.it>
---
 docs/content/docs/advanced/advanced-usage.md | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/docs/content/docs/advanced/advanced-usage.md b/docs/content/docs/advanced/advanced-usage.md
index dd9894ef..62c19aba 100644
--- a/docs/content/docs/advanced/advanced-usage.md
+++ b/docs/content/docs/advanced/advanced-usage.md
@@ -148,6 +148,9 @@ function:
     no_action_function_name: "" # Function name to call when no action is determined.
     no_action_description_name: "" # Description name for no-action functions.
     response_regex: [] # Regular expressions to match response from
+    argument_regex: [] # Named regular to extract function arguments from the response.
+    argument_regex_key_name: "key" # Name of the named regex capture to capture the key of the function arguments
+	  argument_regex_value_name: "value" # Name of the named regex capture to capture the value of the function arguments
     json_regex_match: [] # Regular expressions to match JSON data when in tool mode
     replace_function_results: [] # Placeholder to replace function call results with arbitrary strings or patterns.
     replace_llm_results: [] # Replace language model results with arbitrary strings or patterns.

From 1f4e66d63816efe9ed2c917f8c119a5289b8d01d Mon Sep 17 00:00:00 2001
From: Maximilian Kenfenheuer <maximilian.kenfenheuer@ksol.it>
Date: Wed, 29 Jan 2025 10:19:48 +0100
Subject: [PATCH 111/679] chore(model gallery): add specific message templates
 for llama3.2 based models (#4707)

* chore(model gallery): add specific message templates for llama3.2 based models

Signed-off-by: Maximilian Kenfenheuer <maximilian.kenfenheuer@ksol.it>

* fix: yaml lint in llama3.2-quantized.yaml

Signed-off-by: Maximilian Kenfenheuer <maximilian.kenfenheuer@ksol.it>

* fix: yaml lint in llama3.2-quantized.yaml

Signed-off-by: Maximilian Kenfenheuer <maximilian.kenfenheuer@ksol.it>

---------

Signed-off-by: Maximilian Kenfenheuer <maximilian.kenfenheuer@ksol.it>
---
 gallery/index.yaml              |  2 +-
 gallery/llama3.2-quantized.yaml | 55 +++++++++++++++++++++++++++++++++
 2 files changed, 56 insertions(+), 1 deletion(-)
 create mode 100644 gallery/llama3.2-quantized.yaml

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 5e081b98..1716f2b1 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -839,7 +839,7 @@
       sha256: bac8e8c1d1d9d53cbdb148b8ff9ad378ddb392429207099e85b5aae3a43bff3d
       uri: huggingface://cstr/salamandra-7b-instruct-GGUF/salamandra-7b-instruct.Q4_K_M-f32.gguf
 - &llama32  ## llama3.2
-  url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master"
+  url: "github:mudler/LocalAI/gallery/llama3.2-quantized.yaml@master"
   icon: https://avatars.githubusercontent.com/u/153379578
   license: llama3.2
   description: |
diff --git a/gallery/llama3.2-quantized.yaml b/gallery/llama3.2-quantized.yaml
new file mode 100644
index 00000000..7e1d2630
--- /dev/null
+++ b/gallery/llama3.2-quantized.yaml
@@ -0,0 +1,55 @@
+---
+name: "llama3.2-quantized"
+
+config_file: |
+  mmap: true
+  function:
+    disable_no_action: true
+    grammar:
+      disable: true
+    response_regex:
+    - \[(?P<name>\w+)\((?P<arguments>.*)\)\]
+    argument_regex:
+    - (?P<key>[^ '\(=,]+)[='"]+(?P<value>[^=,"']+)['"]?
+  template:
+    chat: |
+      <|begin_of_text|><|start_header_id|>system<|end_header_id|>
+      You are a helpful assistant<|eot_id|><|start_header_id|>user<|end_header_id|>
+      {{.Input }}
+      <|start_header_id|>assistant<|end_header_id|>
+    chat_message: |
+      <|start_header_id|>{{if eq .RoleName "assistant"}}assistant{{else if eq .RoleName "system"}}system{{else if eq .RoleName "tool"}}tool{{else if eq .RoleName "user"}}user{{end}}<|end_header_id|>
+      {{ if .FunctionCall -}}
+      {{ else if eq .RoleName "tool" -}}
+      The Function was executed and the response was:
+      {{ end -}}
+      {{ if .Content -}}
+      {{.Content -}}
+      {{ else if .FunctionCall -}}
+      {{ range .FunctionCall }}
+      [{{.FunctionCall.Name}}({{.FunctionCall.Arguments}})]
+      {{ end }}
+      {{ end -}}
+      <|eot_id|>
+    completion: |
+      {{.Input}}
+    function: |
+      <|start_header_id|>system<|end_header_id|>
+      You are an expert in composing functions. You are given a question and a set of possible functions.
+      Based on the question, you will need to make one or more function/tool calls to achieve the purpose.
+      If none of the functions can be used, point it out. If the given question lacks the parameters required by the function, also point it out. You should only return the function call in tools call sections.
+      If you decide to invoke any of the function(s), you MUST put it in the format as follows:
+      [func_name1(params_name1=params_value1,params_name2=params_value2,...),func_name2(params_name1=params_value1,params_name2=params_value2,...)]
+      You SHOULD NOT include any other text in the response.
+      Here is a list of functions in JSON format that you can invoke.
+      {{toJson .Functions}}
+      <|eot_id|><|start_header_id|>user<|end_header_id|>
+      {{.Input}}
+      <|eot_id|><|start_header_id|>assistant<|end_header_id|>
+  context_size: 8192
+  f16: true
+  stopwords:
+  - <|im_end|>
+  - <dummy32000>
+  - "<|eot_id|>"
+  - <|end_of_text|>

From 7f62b418a4c605257183c3bbf1f7b98f0904fe5f Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@localai.io>
Date: Wed, 29 Jan 2025 15:16:07 +0100
Subject: [PATCH 112/679] chore(docs): add documentation for l4t images

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 .../docs/getting-started/container-images.md       | 14 +++++++++++++-
 docs/content/docs/reference/nvidia-l4t.md          | 10 ++++++++--
 2 files changed, 21 insertions(+), 3 deletions(-)

diff --git a/docs/content/docs/getting-started/container-images.md b/docs/content/docs/getting-started/container-images.md
index 64f6dbc9..a6a955ad 100644
--- a/docs/content/docs/getting-started/container-images.md
+++ b/docs/content/docs/getting-started/container-images.md
@@ -154,7 +154,7 @@ Images are available with and without python dependencies. Note that images with
 
 Images with `core` in the tag are smaller and do not contain any python dependencies. 
 
-{{< tabs tabTotal="7" >}}
+{{< tabs tabTotal="8" >}}
 {{% tab tabName="Vanilla / CPU Images" %}}
 
 | Description | Quay | Docker Hub                                   |
@@ -236,6 +236,18 @@ Images with `core` in the tag are smaller and do not contain any python dependen
 | Versioned image including FFMpeg, no python | `quay.io/go-skynet/local-ai:{{< version >}}-vulkan-fmpeg-core` | `localai/localai:{{< version >}}-vulkan-fmpeg-core`             |
 {{% /tab %}}
 
+{{% tab tabName="Nvidia Linux for tegra" %}}
+
+These images are compatible with Nvidia ARM64 devices, such as the Jetson Nano, Jetson Xavier NX, and Jetson AGX Xavier. For more information, see the [Nvidia L4T guide]({{%relref "docs/reference/nvidia-l4t" %}}).
+
+| Description | Quay | Docker Hub                                                  |
+| --- | --- |-------------------------------------------------------------|
+| Latest images from the branch (development) | `quay.io/go-skynet/local-ai:master-nvidia-l4t-arm64-core` | `localai/localai:master-nvidia-l4t-arm64-core`                      |
+| Latest tag | `quay.io/go-skynet/local-ai:latest-nvidia-l4t-arm64-core` | `localai/localai:latest-nvidia-l4t-arm64-core`                 |
+| Versioned image | `quay.io/go-skynet/local-ai:{{< version >}}-nvidia-l4t-arm64-core` | `localai/localai:{{< version >}}-nvidia-l4t-arm64-core`             |
+
+{{% /tab %}}
+
 {{< /tabs >}}
 
 ## See Also
diff --git a/docs/content/docs/reference/nvidia-l4t.md b/docs/content/docs/reference/nvidia-l4t.md
index 028ee531..ce0fd5e9 100644
--- a/docs/content/docs/reference/nvidia-l4t.md
+++ b/docs/content/docs/reference/nvidia-l4t.md
@@ -21,7 +21,13 @@ git clone https://github.com/mudler/LocalAI
 
 cd LocalAI
 
-docker build --build-arg SKIP_DRIVERS=true --build-arg BUILD_TYPE=cublas --build-arg BASE_IMAGE=nvcr.io/nvidia/l4t-jetpack:r36.4.0 --build-arg IMAGE_TYPE=core -t localai-orin .
+docker build --build-arg SKIP_DRIVERS=true --build-arg BUILD_TYPE=cublas --build-arg BASE_IMAGE=nvcr.io/nvidia/l4t-jetpack:r36.4.0 --build-arg IMAGE_TYPE=core -t quay.io/go-skynet/local-ai:master-nvidia-l4t-arm64-core .
+```
+
+Otherwise images are available on quay.io and dockerhub:
+
+```bash
+docker pull quay.io/go-skynet/local-ai:master-nvidia-l4t-arm64-core
 ```
 
 ## Usage
@@ -29,7 +35,7 @@ docker build --build-arg SKIP_DRIVERS=true --build-arg BUILD_TYPE=cublas --build
 Run the LocalAI container on Nvidia ARM64 devices using the following command, where `/data/models` is the directory containing the models:
 
 ```bash
-docker run -e DEBUG=true -p 8080:8080 -v /data/models:/build/models  -ti --restart=always --name local-ai --runtime nvidia --gpus all localai-orin
+docker run -e DEBUG=true -p 8080:8080 -v /data/models:/build/models  -ti --restart=always --name local-ai --runtime nvidia --gpus all quay.io/go-skynet/local-ai:master-nvidia-l4t-arm64-core
 ```
 
 Note: `/data/models` is the directory containing the models. You can replace it with the directory containing your models.

From 1656e1a88e3f5fad247a47d4d9e5c54f2d606550 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Wed, 29 Jan 2025 22:45:38 +0100
Subject: [PATCH 113/679] chore: :arrow_up: Update ggerganov/llama.cpp to
 `eb7cf15a808d4d7a71eef89cc6a9b96fe82989dc` (#4717)

:arrow_up: Update ggerganov/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 6cbc7326..20ef7199 100644
--- a/Makefile
+++ b/Makefile
@@ -8,7 +8,7 @@ DETECT_LIBS?=true
 # llama.cpp versions
 GOLLAMA_REPO?=https://github.com/go-skynet/go-llama.cpp
 GOLLAMA_VERSION?=2b57a8ae43e4699d3dc5d1496a1ccd42922993be
-CPPLLAMA_VERSION?=cae9fb4361138b937464524eed907328731b81f6
+CPPLLAMA_VERSION?=eb7cf15a808d4d7a71eef89cc6a9b96fe82989dc
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 72e52c4f6a9fb29bfa2d85006245fc3e05ae8082 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 30 Jan 2025 00:03:01 +0100
Subject: [PATCH 114/679] chore: drop embedded models (#4715)

Since the remote gallery was introduced this is now completely
superseded by it. In order to keep the code clean and remove redudant
parts let's simplify the usage.

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 Makefile                                      |   2 +-
 core/application/startup.go                   |   2 +-
 core/cli/models.go                            |   2 +-
 core/cli/run.go                               |   2 -
 core/config/application_config.go             |   8 --
 core/services/gallery.go                      |   2 +-
 .../content/docs/advanced/run-other-models.md | 126 ------------------
 .../docs/getting-started/container-images.md  |   2 +-
 embedded/embedded.go                          |  72 ----------
 embedded/model_library.yaml                   |   9 --
 embedded/models/all-minilm-l6-v2.yaml         |  13 --
 embedded/models/animagine-xl.yaml             |  17 ---
 embedded/models/bakllava.yaml                 |  40 ------
 embedded/models/bark.yaml                     |   8 --
 embedded/models/cerbero.yaml                  |  24 ----
 embedded/models/codellama-7b-gguf.yaml        |  20 ---
 embedded/models/codellama-7b.yaml             |  14 --
 embedded/models/coqui.yaml                    |   9 --
 embedded/models/dolphin-2.5-mixtral-8x7b.yaml |  31 -----
 embedded/models/hermes-2-pro-mistral.yaml     |  59 --------
 embedded/models/llama3-instruct.yaml          |  48 -------
 embedded/models/llava-1.5.yaml                |  33 -----
 embedded/models/llava-1.6-mistral.yaml        |  33 -----
 embedded/models/llava-1.6-vicuna.yaml         |  37 -----
 embedded/models/llava.yaml                    |  40 ------
 embedded/models/mamba-bagel.yaml              |  21 ---
 embedded/models/mamba-chat.yaml               |  28 ----
 embedded/models/mistral-openorca.yaml         |  32 -----
 embedded/models/mixtral-instruct.yaml         |  25 ----
 embedded/models/phi-2-chat.yaml               |  25 ----
 embedded/models/phi-2-orange.yaml             |  30 -----
 embedded/models/rhasspy-voice-en-us-amy.yaml  |  13 --
 embedded/models/tinyllama-chat.yaml           |  29 ----
 embedded/models/transformers-tinyllama.yaml   |  31 -----
 embedded/models/vall-e-x.yaml                 |   8 --
 embedded/models/whisper-base.yaml             |  18 ---
 pkg/startup/model_preload.go                  |  28 +---
 pkg/startup/model_preload_test.go             |  53 +-------
 .../webui_static.yaml => webui_static.yaml    |   0
 39 files changed, 8 insertions(+), 986 deletions(-)
 delete mode 100644 docs/content/docs/advanced/run-other-models.md
 delete mode 100644 embedded/embedded.go
 delete mode 100644 embedded/model_library.yaml
 delete mode 100644 embedded/models/all-minilm-l6-v2.yaml
 delete mode 100644 embedded/models/animagine-xl.yaml
 delete mode 100644 embedded/models/bakllava.yaml
 delete mode 100644 embedded/models/bark.yaml
 delete mode 100644 embedded/models/cerbero.yaml
 delete mode 100644 embedded/models/codellama-7b-gguf.yaml
 delete mode 100644 embedded/models/codellama-7b.yaml
 delete mode 100644 embedded/models/coqui.yaml
 delete mode 100644 embedded/models/dolphin-2.5-mixtral-8x7b.yaml
 delete mode 100644 embedded/models/hermes-2-pro-mistral.yaml
 delete mode 100644 embedded/models/llama3-instruct.yaml
 delete mode 100644 embedded/models/llava-1.5.yaml
 delete mode 100644 embedded/models/llava-1.6-mistral.yaml
 delete mode 100644 embedded/models/llava-1.6-vicuna.yaml
 delete mode 100644 embedded/models/llava.yaml
 delete mode 100644 embedded/models/mamba-bagel.yaml
 delete mode 100644 embedded/models/mamba-chat.yaml
 delete mode 100644 embedded/models/mistral-openorca.yaml
 delete mode 100644 embedded/models/mixtral-instruct.yaml
 delete mode 100644 embedded/models/phi-2-chat.yaml
 delete mode 100644 embedded/models/phi-2-orange.yaml
 delete mode 100644 embedded/models/rhasspy-voice-en-us-amy.yaml
 delete mode 100644 embedded/models/tinyllama-chat.yaml
 delete mode 100644 embedded/models/transformers-tinyllama.yaml
 delete mode 100644 embedded/models/vall-e-x.yaml
 delete mode 100644 embedded/models/whisper-base.yaml
 rename embedded/webui_static.yaml => webui_static.yaml (100%)

diff --git a/Makefile b/Makefile
index 20ef7199..5b903d7d 100644
--- a/Makefile
+++ b/Makefile
@@ -861,7 +861,7 @@ swagger:
 
 .PHONY: gen-assets
 gen-assets:
-	$(GOCMD) run core/dependencies_manager/manager.go embedded/webui_static.yaml core/http/static/assets
+	$(GOCMD) run core/dependencies_manager/manager.go webui_static.yaml core/http/static/assets
 
 ## Documentation
 docs/layouts/_default:
diff --git a/core/application/startup.go b/core/application/startup.go
index cd52d37a..fffcd8bb 100644
--- a/core/application/startup.go
+++ b/core/application/startup.go
@@ -62,7 +62,7 @@ func New(opts ...config.AppOption) (*Application, error) {
 		}
 	}
 
-	if err := pkgStartup.InstallModels(options.Galleries, options.ModelLibraryURL, options.ModelPath, options.EnforcePredownloadScans, nil, options.ModelsURL...); err != nil {
+	if err := pkgStartup.InstallModels(options.Galleries, options.ModelPath, options.EnforcePredownloadScans, nil, options.ModelsURL...); err != nil {
 		log.Error().Err(err).Msg("error installing models")
 	}
 
diff --git a/core/cli/models.go b/core/cli/models.go
index 56d13fc7..28b2944f 100644
--- a/core/cli/models.go
+++ b/core/cli/models.go
@@ -100,7 +100,7 @@ func (mi *ModelsInstall) Run(ctx *cliContext.Context) error {
 			log.Info().Str("model", modelName).Str("license", model.License).Msg("installing model")
 		}
 
-		err = startup.InstallModels(galleries, "", mi.ModelsPath, !mi.DisablePredownloadScan, progressCallback, modelName)
+		err = startup.InstallModels(galleries, mi.ModelsPath, !mi.DisablePredownloadScan, progressCallback, modelName)
 		if err != nil {
 			return err
 		}
diff --git a/core/cli/run.go b/core/cli/run.go
index 279ff94b..3162ef14 100644
--- a/core/cli/run.go
+++ b/core/cli/run.go
@@ -32,7 +32,6 @@ type RunCMD struct {
 
 	Galleries           string   `env:"LOCALAI_GALLERIES,GALLERIES" help:"JSON list of galleries" group:"models" default:"${galleries}"`
 	AutoloadGalleries   bool     `env:"LOCALAI_AUTOLOAD_GALLERIES,AUTOLOAD_GALLERIES" group:"models"`
-	RemoteLibrary       string   `env:"LOCALAI_REMOTE_LIBRARY,REMOTE_LIBRARY" default:"${remoteLibraryURL}" help:"A LocalAI remote library URL" group:"models"`
 	PreloadModels       string   `env:"LOCALAI_PRELOAD_MODELS,PRELOAD_MODELS" help:"A List of models to apply in JSON at start" group:"models"`
 	Models              []string `env:"LOCALAI_MODELS,MODELS" help:"A List of model configuration URLs to load" group:"models"`
 	PreloadModelsConfig string   `env:"LOCALAI_PRELOAD_MODELS_CONFIG,PRELOAD_MODELS_CONFIG" help:"A List of models to apply at startup. Path to a YAML config file" group:"models"`
@@ -90,7 +89,6 @@ func (r *RunCMD) Run(ctx *cliContext.Context) error {
 		config.WithDynamicConfigDirPollInterval(r.LocalaiConfigDirPollInterval),
 		config.WithF16(r.F16),
 		config.WithStringGalleries(r.Galleries),
-		config.WithModelLibraryURL(r.RemoteLibrary),
 		config.WithCors(r.CORS),
 		config.WithCorsAllowOrigins(r.CORSAllowOrigins),
 		config.WithCsrf(r.CSRF),
diff --git a/core/config/application_config.go b/core/config/application_config.go
index 1ffcb297..2cc9b01b 100644
--- a/core/config/application_config.go
+++ b/core/config/application_config.go
@@ -44,8 +44,6 @@ type ApplicationConfig struct {
 	DisableGalleryEndpoint             bool
 	LoadToMemory                       []string
 
-	ModelLibraryURL string
-
 	Galleries []Gallery
 
 	BackendAssets     embed.FS
@@ -126,12 +124,6 @@ func WithP2PToken(s string) AppOption {
 	}
 }
 
-func WithModelLibraryURL(url string) AppOption {
-	return func(o *ApplicationConfig) {
-		o.ModelLibraryURL = url
-	}
-}
-
 func WithLibPath(path string) AppOption {
 	return func(o *ApplicationConfig) {
 		o.LibPath = path
diff --git a/core/services/gallery.go b/core/services/gallery.go
index 45bebd4f..f499d381 100644
--- a/core/services/gallery.go
+++ b/core/services/gallery.go
@@ -129,7 +129,7 @@ func (g *GalleryService) Start(c context.Context, cl *config.BackendConfigLoader
 					if op.GalleryModelName != "" {
 						err = gallery.InstallModelFromGallery(op.Galleries, op.GalleryModelName, g.appConfig.ModelPath, op.Req, progressCallback, g.appConfig.EnforcePredownloadScans)
 					} else if op.ConfigURL != "" {
-						err = startup.InstallModels(op.Galleries, op.ConfigURL, g.appConfig.ModelPath, g.appConfig.EnforcePredownloadScans, progressCallback, op.ConfigURL)
+						err = startup.InstallModels(op.Galleries, g.appConfig.ModelPath, g.appConfig.EnforcePredownloadScans, progressCallback, op.ConfigURL)
 						if err != nil {
 							updateError(err)
 							continue
diff --git a/docs/content/docs/advanced/run-other-models.md b/docs/content/docs/advanced/run-other-models.md
deleted file mode 100644
index f9bdc22d..00000000
--- a/docs/content/docs/advanced/run-other-models.md
+++ /dev/null
@@ -1,126 +0,0 @@
-+++
-disableToc = false
-title = "Run other Models"
-weight = 23
-icon = "rocket_launch"
-
-+++
-
-## Running other models
-
-> _Do you have already a model file? Skip to [Run models manually]({{%relref "docs/getting-started/models" %}})_.
-
-To load models into LocalAI, you can either [use models manually]({{%relref "docs/getting-started/models" %}}) or configure LocalAI to pull the models from external sources, like Huggingface and configure the model.
-
-To do that, you can point LocalAI to an URL to a YAML configuration file - however - LocalAI does also have some popular model configuration embedded in the binary as well. Below you can find a list of the models configuration that LocalAI has pre-built, see [Model customization]({{%relref "docs/getting-started/customize-model" %}}) on how to configure models from URLs.
-
-There are different categories of models: [LLMs]({{%relref "docs/features/text-generation" %}}), [Multimodal LLM]({{%relref "docs/features/gpt-vision" %}}) , [Embeddings]({{%relref "docs/features/embeddings" %}}), [Audio to Text]({{%relref "docs/features/audio-to-text" %}}), and [Text to Audio]({{%relref "docs/features/text-to-audio" %}}) depending on the backend being used and the model architecture.
-
-{{% alert icon="💡" %}}
-
-To customize the models, see [Model customization]({{%relref "docs/getting-started/customize-model" %}}). For more model configurations, visit the [Examples Section](https://github.com/mudler/LocalAI-examples/tree/main/configurations) and the configurations for the models below is available [here](https://github.com/mudler/LocalAI/tree/master/embedded/models).
-{{% /alert %}}
-
-{{< tabs tabTotal="3" >}}
-{{% tab tabName="CPU-only" %}}
-
-> 💡Don't need GPU acceleration? use the CPU images which are lighter and do not have Nvidia dependencies
-
-| Model | Category | Docker command |
-| --- | --- | --- |
-| [phi-2](https://huggingface.co/microsoft/phi-2) | [LLM]({{%relref "docs/features/text-generation" %}}) | ```docker run -ti -p 8080:8080 localai/localai:{{< version >}}-ffmpeg-core phi-2``` |
-| 🌋 [bakllava](https://github.com/SkunkworksAI/BakLLaVA) | [Multimodal LLM]({{%relref "docs/features/gpt-vision" %}}) | ```docker run -ti -p 8080:8080 localai/localai:{{< version >}}-ffmpeg-core bakllava``` |
-| 🌋 [llava-1.5](https://llava-vl.github.io/) | [Multimodal LLM]({{%relref "docs/features/gpt-vision" %}}) | ```docker run -ti -p 8080:8080 localai/localai:{{< version >}}-ffmpeg-core llava-1.5``` |
-| 🌋 [llava-1.6-mistral](https://huggingface.co/cjpais/llava-1.6-mistral-7b-gguf) | [Multimodal LLM]({{%relref "docs/features/gpt-vision" %}}) | ```docker run -ti -p 8080:8080 localai/localai:{{< version >}}-ffmpeg-core llava-1.6-mistral``` |
-| 🌋 [llava-1.6-vicuna](https://huggingface.co/cmp-nct/llava-1.6-gguf) | [Multimodal LLM]({{%relref "docs/features/gpt-vision" %}}) | ```docker run -ti -p 8080:8080 localai/localai:{{< version >}}-ffmpeg-core llava-1.6-vicuna``` |
-| [mistral-openorca](https://huggingface.co/Open-Orca/Mistral-7B-OpenOrca) | [LLM]({{%relref "docs/features/text-generation" %}}) | ```docker run -ti -p 8080:8080 localai/localai:{{< version >}}-ffmpeg-core mistral-openorca``` |
-| [bert-cpp](https://github.com/skeskinen/bert.cpp) | [Embeddings]({{%relref "docs/features/embeddings" %}}) | ```docker run -ti -p 8080:8080 localai/localai:{{< version >}}-ffmpeg-core bert-cpp``` |
-| [all-minilm-l6-v2](https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2) | [Embeddings]({{%relref "docs/features/embeddings" %}}) | ```docker run -ti -p 8080:8080 localai/localai:{{< version >}}-ffmpeg all-minilm-l6-v2``` |
-| whisper-base | [Audio to Text]({{%relref "docs/features/audio-to-text" %}}) | ```docker run -ti -p 8080:8080 localai/localai:{{< version >}}-ffmpeg-core whisper-base``` |
-| rhasspy-voice-en-us-amy | [Text to Audio]({{%relref "docs/features/text-to-audio" %}}) | ```docker run -ti -p 8080:8080 localai/localai:{{< version >}}-ffmpeg-core rhasspy-voice-en-us-amy``` |
-| 🐸 [coqui](https://github.com/coqui-ai/TTS) | [Text to Audio]({{%relref "docs/features/text-to-audio" %}}) | ```docker run -ti -p 8080:8080 localai/localai:{{< version >}}-ffmpeg coqui``` |
-| 🐶 [bark](https://github.com/suno-ai/bark) | [Text to Audio]({{%relref "docs/features/text-to-audio" %}}) | ```docker run -ti -p 8080:8080 localai/localai:{{< version >}}-ffmpeg bark``` |
-| 🔊 [vall-e-x](https://github.com/Plachtaa/VALL-E-X)  | [Text to Audio]({{%relref "docs/features/text-to-audio" %}}) | ```docker run -ti -p 8080:8080 localai/localai:{{< version >}}-ffmpeg vall-e-x``` |
-| mixtral-instruct Mixtral-8x7B-Instruct-v0.1 | [LLM]({{%relref "docs/features/text-generation" %}}) | ```docker run -ti -p 8080:8080 localai/localai:{{< version >}}-ffmpeg-core mixtral-instruct``` |
-| [tinyllama-chat](https://huggingface.co/TheBloke/TinyLlama-1.1B-Chat-v0.3-GGUF) [original model](https://huggingface.co/TinyLlama/TinyLlama-1.1B-Chat-v0.3) | [LLM]({{%relref "docs/features/text-generation" %}}) | ```docker run -ti -p 8080:8080 localai/localai:{{< version >}}-ffmpeg-core tinyllama-chat``` |
-| [dolphin-2.5-mixtral-8x7b](https://huggingface.co/TheBloke/dolphin-2.5-mixtral-8x7b-GGUF) | [LLM]({{%relref "docs/features/text-generation" %}}) | ```docker run -ti -p 8080:8080 localai/localai:{{< version >}}-ffmpeg-core dolphin-2.5-mixtral-8x7b``` |
-| 🐍 [mamba](https://github.com/state-spaces/mamba) | [LLM]({{%relref "docs/features/text-generation" %}}) | GPU-only |
-| animagine-xl | [Text to Image]({{%relref "docs/features/image-generation" %}}) | GPU-only |
-| transformers-tinyllama | [LLM]({{%relref "docs/features/text-generation" %}}) | GPU-only |
-| [codellama-7b](https://huggingface.co/codellama/CodeLlama-7b-hf) (with transformers) | [LLM]({{%relref "docs/features/text-generation" %}}) | GPU-only |
-| [codellama-7b-gguf](https://huggingface.co/TheBloke/CodeLlama-7B-GGUF) (with llama.cpp) | [LLM]({{%relref "docs/features/text-generation" %}}) | ```docker run -ti -p 8080:8080 localai/localai:{{< version >}}-ffmpeg-core codellama-7b-gguf``` |
-| [hermes-2-pro-mistral](https://huggingface.co/NousResearch/Hermes-2-Pro-Mistral-7B-GGUF) | [LLM]({{%relref "docs/features/text-generation" %}}) | ```docker run -ti -p 8080:8080 localai/localai:{{< version >}}-ffmpeg-core hermes-2-pro-mistral``` |
-{{% /tab %}}
-
-{{% tab tabName="GPU (CUDA 11)" %}}
-
-
-> To know which version of CUDA do you have available, you can check with `nvidia-smi` or `nvcc --version` see also [GPU acceleration]({{%relref "docs/features/gpu-acceleration" %}}).
-
-| Model | Category | Docker command |
-| --- | --- | --- |
-| [phi-2](https://huggingface.co/microsoft/phi-2) | [LLM]({{%relref "docs/features/text-generation" %}}) | ```docker run -ti -p 8080:8080 --gpus all localai/localai:{{< version >}}-cublas-cuda11-core phi-2``` |
-| 🌋 [bakllava](https://github.com/SkunkworksAI/BakLLaVA) | [Multimodal LLM]({{%relref "docs/features/gpt-vision" %}}) | ```docker run -ti -p 8080:8080 --gpus all localai/localai:{{< version >}}-cublas-cuda11-core bakllava``` |
-| 🌋 [llava-1.5](https://llava-vl.github.io/) | [Multimodal LLM]({{%relref "docs/features/gpt-vision" %}}) | ```docker run -ti -p 8080:8080 localai/localai:{{< version >}}-cublas-cuda11-core llava-1.5``` |
-| 🌋 [llava-1.6-mistral](https://huggingface.co/cjpais/llava-1.6-mistral-7b-gguf) | [Multimodal LLM]({{%relref "docs/features/gpt-vision" %}}) | ```docker run -ti -p 8080:8080 localai/localai:{{< version >}}-cublas-cuda11-core llava-1.6-mistral``` |
-| 🌋 [llava-1.6-vicuna](https://huggingface.co/cmp-nct/llava-1.6-gguf) | [Multimodal LLM]({{%relref "docs/features/gpt-vision" %}}) | ```docker run -ti -p 8080:8080 localai/localai:{{< version >}}-cublas-cuda11-core llava-1.6-vicuna``` |
-| [mistral-openorca](https://huggingface.co/Open-Orca/Mistral-7B-OpenOrca) | [LLM]({{%relref "docs/features/text-generation" %}}) | ```docker run -ti -p 8080:8080 --gpus all localai/localai:{{< version >}}-cublas-cuda11-core mistral-openorca``` |
-| [bert-cpp](https://github.com/skeskinen/bert.cpp) | [Embeddings]({{%relref "docs/features/embeddings" %}}) | ```docker run -ti -p 8080:8080 --gpus all localai/localai:{{< version >}}-cublas-cuda11-core bert-cpp``` |
-| [all-minilm-l6-v2](https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2) | [Embeddings]({{%relref "docs/features/embeddings" %}}) | ```docker run -ti -p 8080:8080 --gpus all localai/localai:{{< version >}}-cublas-cuda11 all-minilm-l6-v2``` |
-| whisper-base | [Audio to Text]({{%relref "docs/features/audio-to-text" %}}) | ```docker run -ti -p 8080:8080 --gpus all localai/localai:{{< version >}}-cublas-cuda11-core whisper-base``` |
-| rhasspy-voice-en-us-amy | [Text to Audio]({{%relref "docs/features/text-to-audio" %}}) | ```docker run -ti -p 8080:8080 --gpus all localai/localai:{{< version >}}-cublas-cuda11-core rhasspy-voice-en-us-amy``` |
-| 🐸 [coqui](https://github.com/coqui-ai/TTS) | [Text to Audio]({{%relref "docs/features/text-to-audio" %}}) | ```docker run -ti -p 8080:8080 --gpus all localai/localai:{{< version >}}-cublas-cuda11 coqui``` |
-| 🐶 [bark](https://github.com/suno-ai/bark) | [Text to Audio]({{%relref "docs/features/text-to-audio" %}}) | ```docker run -ti -p 8080:8080 --gpus all localai/localai:{{< version >}}-cublas-cuda11 bark``` |
-| 🔊 [vall-e-x](https://github.com/Plachtaa/VALL-E-X) | [Text to Audio]({{%relref "docs/features/text-to-audio" %}}) | ```docker run -ti -p 8080:8080 --gpus all localai/localai:{{< version >}}-cublas-cuda11 vall-e-x``` |
-| mixtral-instruct Mixtral-8x7B-Instruct-v0.1 | [LLM]({{%relref "docs/features/text-generation" %}}) | ```docker run -ti -p 8080:8080 --gpus all localai/localai:{{< version >}}-cublas-cuda11-core mixtral-instruct``` |
-| [tinyllama-chat](https://huggingface.co/TheBloke/TinyLlama-1.1B-Chat-v0.3-GGUF) [original model](https://huggingface.co/TinyLlama/TinyLlama-1.1B-Chat-v0.3) | [LLM]({{%relref "docs/features/text-generation" %}}) | ```docker run -ti -p 8080:8080 --gpus all localai/localai:{{< version >}}-cublas-cuda11-core tinyllama-chat``` |
-| [dolphin-2.5-mixtral-8x7b](https://huggingface.co/TheBloke/dolphin-2.5-mixtral-8x7b-GGUF) | [LLM]({{%relref "docs/features/text-generation" %}}) | ```docker run -ti -p 8080:8080 --gpus all localai/localai:{{< version >}}-cublas-cuda11-core dolphin-2.5-mixtral-8x7b``` |
-| 🐍 [mamba](https://github.com/state-spaces/mamba) | [LLM]({{%relref "docs/features/text-generation" %}}) | ```docker run -ti -p 8080:8080 --gpus all localai/localai:{{< version >}}-cublas-cuda11 mamba-chat``` |
-| animagine-xl | [Text to Image]({{%relref "docs/features/image-generation" %}}) |  ```docker run -ti -p 8080:8080 -e COMPEL=0 --gpus all localai/localai:{{< version >}}-cublas-cuda11 animagine-xl``` |
-| transformers-tinyllama | [LLM]({{%relref "docs/features/text-generation" %}}) | ```docker run -ti -p 8080:8080 --gpus all localai/localai:{{< version >}}-cublas-cuda11 transformers-tinyllama``` |
-| [codellama-7b](https://huggingface.co/codellama/CodeLlama-7b-hf) | [LLM]({{%relref "docs/features/text-generation" %}})  | ```docker run -ti -p 8080:8080 --gpus all localai/localai:{{< version >}}-cublas-cuda11 codellama-7b``` |
-| [codellama-7b-gguf](https://huggingface.co/TheBloke/CodeLlama-7B-GGUF) | [LLM]({{%relref "docs/features/text-generation" %}})  | ```docker run -ti -p 8080:8080 --gpus all localai/localai:{{< version >}}-cublas-cuda11-core codellama-7b-gguf``` |
-| [hermes-2-pro-mistral](https://huggingface.co/NousResearch/Hermes-2-Pro-Mistral-7B-GGUF) | [LLM]({{%relref "docs/features/text-generation" %}}) | ```docker run -ti -p 8080:8080 --gpus all localai/localai:{{< version >}}-cublas-cuda11-core hermes-2-pro-mistral``` |
-{{% /tab %}}
-
-
-{{% tab tabName="GPU (CUDA 12)" %}}
-
-> To know which version of CUDA do you have available, you can check with `nvidia-smi` or `nvcc --version` see also [GPU acceleration]({{%relref "docs/features/gpu-acceleration" %}}).
-
-| Model | Category | Docker command |
-| --- | --- | --- |
-| [phi-2](https://huggingface.co/microsoft/phi-2) | [LLM]({{%relref "docs/features/text-generation" %}}) | ```docker run -ti -p 8080:8080 --gpus all localai/localai:{{< version >}}-cublas-cuda12-core phi-2``` |
-| 🌋 [bakllava](https://github.com/SkunkworksAI/BakLLaVA) | [Multimodal LLM]({{%relref "docs/features/gpt-vision" %}}) | ```docker run -ti -p 8080:8080 --gpus all localai/localai:{{< version >}}-cublas-cuda12-core bakllava``` |
-| 🌋 [llava-1.5](https://llava-vl.github.io/) | [Multimodal LLM]({{%relref "docs/features/gpt-vision" %}}) | ```docker run -ti -p 8080:8080 localai/localai:{{< version >}}-cublas-cuda12-core llava-1.5``` |
-| 🌋 [llava-1.6-mistral](https://huggingface.co/cjpais/llava-1.6-mistral-7b-gguf) | [Multimodal LLM]({{%relref "docs/features/gpt-vision" %}}) | ```docker run -ti -p 8080:8080 localai/localai:{{< version >}}-cublas-cuda12-core llava-1.6-mistral``` |
-| 🌋 [llava-1.6-vicuna](https://huggingface.co/cmp-nct/llava-1.6-gguf) | [Multimodal LLM]({{%relref "docs/features/gpt-vision" %}}) | ```docker run -ti -p 8080:8080 localai/localai:{{< version >}}-cublas-cuda12-core llava-1.6-vicuna``` |
-| [mistral-openorca](https://huggingface.co/Open-Orca/Mistral-7B-OpenOrca) | [LLM]({{%relref "docs/features/text-generation" %}}) | ```docker run -ti -p 8080:8080 --gpus all localai/localai:{{< version >}}-cublas-cuda12-core mistral-openorca``` |
-| [bert-cpp](https://github.com/skeskinen/bert.cpp) | [Embeddings]({{%relref "docs/features/embeddings" %}}) | ```docker run -ti -p 8080:8080 --gpus all localai/localai:{{< version >}}-cublas-cuda12-core bert-cpp``` |
-| [all-minilm-l6-v2](https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2) | [Embeddings]({{%relref "docs/features/embeddings" %}}) | ```docker run -ti -p 8080:8080 --gpus all localai/localai:{{< version >}}-cublas-cuda12 all-minilm-l6-v2``` |
-| whisper-base | [Audio to Text]({{%relref "docs/features/audio-to-text" %}}) | ```docker run -ti -p 8080:8080 --gpus all localai/localai:{{< version >}}-cublas-cuda12-core whisper-base``` |
-| rhasspy-voice-en-us-amy | [Text to Audio]({{%relref "docs/features/text-to-audio" %}}) | ```docker run -ti -p 8080:8080 --gpus all localai/localai:{{< version >}}-cublas-cuda12-core rhasspy-voice-en-us-amy``` |
-| 🐸 [coqui](https://github.com/coqui-ai/TTS) | [Text to Audio]({{%relref "docs/features/text-to-audio" %}}) | ```docker run -ti -p 8080:8080 --gpus all localai/localai:{{< version >}}-cublas-cuda12 coqui``` |
-| 🐶 [bark](https://github.com/suno-ai/bark) | [Text to Audio]({{%relref "docs/features/text-to-audio" %}}) | ```docker run -ti -p 8080:8080 --gpus all localai/localai:{{< version >}}-cublas-cuda12 bark``` |
-| 🔊 [vall-e-x](https://github.com/Plachtaa/VALL-E-X) | [Text to Audio]({{%relref "docs/features/text-to-audio" %}}) | ```docker run -ti -p 8080:8080 --gpus all localai/localai:{{< version >}}-cublas-cuda12 vall-e-x``` |
-| mixtral-instruct Mixtral-8x7B-Instruct-v0.1 | [LLM]({{%relref "docs/features/text-generation" %}}) | ```docker run -ti -p 8080:8080 --gpus all localai/localai:{{< version >}}-cublas-cuda12-core mixtral-instruct``` |
-| [tinyllama-chat](https://huggingface.co/TheBloke/TinyLlama-1.1B-Chat-v0.3-GGUF) [original model](https://huggingface.co/TinyLlama/TinyLlama-1.1B-Chat-v0.3) | [LLM]({{%relref "docs/features/text-generation" %}}) | ```docker run -ti -p 8080:8080 --gpus all localai/localai:{{< version >}}-cublas-cuda12-core tinyllama-chat``` |
-| [dolphin-2.5-mixtral-8x7b](https://huggingface.co/TheBloke/dolphin-2.5-mixtral-8x7b-GGUF) | [LLM]({{%relref "docs/features/text-generation" %}}) | ```docker run -ti -p 8080:8080 --gpus all localai/localai:{{< version >}}-cublas-cuda12-core dolphin-2.5-mixtral-8x7b``` |
-| 🐍 [mamba](https://github.com/state-spaces/mamba) | [LLM]({{%relref "docs/features/text-generation" %}}) | ```docker run -ti -p 8080:8080 --gpus all localai/localai:{{< version >}}-cublas-cuda12 mamba-chat``` |
-| animagine-xl | [Text to Image]({{%relref "docs/features/image-generation" %}}) | ```docker run -ti -p 8080:8080 -e COMPEL=0 --gpus all localai/localai:{{< version >}}-cublas-cuda12 animagine-xl``` |
-| transformers-tinyllama | [LLM]({{%relref "docs/features/text-generation" %}}) | ```docker run -ti -p 8080:8080 --gpus all localai/localai:{{< version >}}-cublas-cuda12 transformers-tinyllama``` |
-| [codellama-7b](https://huggingface.co/codellama/CodeLlama-7b-hf) | [LLM]({{%relref "docs/features/text-generation" %}}) | ```docker run -ti -p 8080:8080 --gpus all localai/localai:{{< version >}}-cublas-cuda12 codellama-7b``` |
-| [codellama-7b-gguf](https://huggingface.co/TheBloke/CodeLlama-7B-GGUF) | [LLM]({{%relref "docs/features/text-generation" %}})  | ```docker run -ti -p 8080:8080 --gpus all localai/localai:{{< version >}}-cublas-cuda12-core codellama-7b-gguf``` |
-| [hermes-2-pro-mistral](https://huggingface.co/NousResearch/Hermes-2-Pro-Mistral-7B-GGUF) | [LLM]({{%relref "docs/features/text-generation" %}}) | ```docker run -ti -p 8080:8080 --gpus all localai/localai:{{< version >}}-cublas-cuda12-core hermes-2-pro-mistral``` |
-{{% /tab %}}
-
-{{< /tabs >}}
-
-{{% alert icon="💡" %}}
-**Tip** You can actually specify multiple models to start an instance with the models loaded, for example to have both llava and phi-2 configured:
-
-```bash
-docker run -ti -p 8080:8080 localai/localai:{{< version >}}-ffmpeg-core llava phi-2
-```
-
-{{% /alert %}}
diff --git a/docs/content/docs/getting-started/container-images.md b/docs/content/docs/getting-started/container-images.md
index a6a955ad..d1930805 100644
--- a/docs/content/docs/getting-started/container-images.md
+++ b/docs/content/docs/getting-started/container-images.md
@@ -143,7 +143,7 @@ The AIO Images are inheriting the same environment variables as the base images
 | Variable | Default | Description |
 | ---------------------| ------- | ----------- |
 | `PROFILE` | Auto-detected | The size of the model to use. Available: `cpu`, `gpu-8g` |
-| `MODELS` | Auto-detected | A list of models YAML Configuration file URI/URL (see also [running models]({{%relref "docs/advanced/run-other-models" %}})) |
+| `MODELS` | Auto-detected | A list of models YAML Configuration file URI/URL (see also [running models]({{%relref "docs/getting-started/models" %}})) |
 
 
 ## Standard container images
diff --git a/embedded/embedded.go b/embedded/embedded.go
deleted file mode 100644
index 3a4ea262..00000000
--- a/embedded/embedded.go
+++ /dev/null
@@ -1,72 +0,0 @@
-package embedded
-
-import (
-	"embed"
-	"fmt"
-	"slices"
-	"strings"
-
-	"github.com/mudler/LocalAI/pkg/downloader"
-	"github.com/rs/zerolog/log"
-
-	"github.com/mudler/LocalAI/pkg/assets"
-	"gopkg.in/yaml.v3"
-)
-
-var modelShorteners map[string]string
-
-//go:embed model_library.yaml
-var modelLibrary []byte
-
-//go:embed models/*
-var embeddedModels embed.FS
-
-func ModelShortURL(s string) string {
-	if _, ok := modelShorteners[s]; ok {
-		s = modelShorteners[s]
-	}
-
-	return s
-}
-
-func init() {
-	err := yaml.Unmarshal(modelLibrary, &modelShorteners)
-	if err != nil {
-		log.Error().Err(err).Msg("error while unmarshalling embedded modelLibrary")
-	}
-}
-
-func GetRemoteLibraryShorteners(url string, basePath string) (map[string]string, error) {
-	remoteLibrary := map[string]string{}
-	uri := downloader.URI(url)
-	err := uri.DownloadWithCallback(basePath, func(_ string, i []byte) error {
-		return yaml.Unmarshal(i, &remoteLibrary)
-	})
-	if err != nil {
-		return nil, fmt.Errorf("error downloading remote library: %s", err.Error())
-	}
-
-	return remoteLibrary, err
-}
-
-// ExistsInModelsLibrary checks if a model exists in the embedded models library
-func ExistsInModelsLibrary(s string) bool {
-	f := fmt.Sprintf("%s.yaml", s)
-
-	a := []string{}
-
-	for _, j := range assets.ListFiles(embeddedModels) {
-		a = append(a, strings.TrimPrefix(j, "models/"))
-	}
-
-	return slices.Contains(a, f)
-}
-
-// ResolveContent returns the content in the embedded model library
-func ResolveContent(s string) ([]byte, error) {
-	if ExistsInModelsLibrary(s) {
-		return embeddedModels.ReadFile(fmt.Sprintf("models/%s.yaml", s))
-	}
-
-	return nil, fmt.Errorf("cannot find model %s", s)
-}
diff --git a/embedded/model_library.yaml b/embedded/model_library.yaml
deleted file mode 100644
index 281941a5..00000000
--- a/embedded/model_library.yaml
+++ /dev/null
@@ -1,9 +0,0 @@
-### 
-###
-### This file contains the list of models that are available in the library
-### The URLs are automatically expanded when local-ai is being called with the key as argument
-###
-### For models with an entire YAML file to be embededd, put the file inside the `models`
-### directory, it will be automatically available with the file name as key (without the .yaml extension)
-
-phi-2:  "github://mudler/LocalAI-examples/configurations/phi-2.yaml@main"
diff --git a/embedded/models/all-minilm-l6-v2.yaml b/embedded/models/all-minilm-l6-v2.yaml
deleted file mode 100644
index 512d63a4..00000000
--- a/embedded/models/all-minilm-l6-v2.yaml
+++ /dev/null
@@ -1,13 +0,0 @@
-name: all-minilm-l6-v2
-backend: sentencetransformers
-embeddings: true
-parameters:
-  model: all-MiniLM-L6-v2
-
-usage: |
-    You can test this model with curl like this:
-
-    curl http://localhost:8080/embeddings -X POST -H "Content-Type: application/json" -d '{
-      "input": "Your text string goes here",
-      "model": "all-minilm-l6-v2"
-    }'
\ No newline at end of file
diff --git a/embedded/models/animagine-xl.yaml b/embedded/models/animagine-xl.yaml
deleted file mode 100644
index d492c080..00000000
--- a/embedded/models/animagine-xl.yaml
+++ /dev/null
@@ -1,17 +0,0 @@
-name: animagine-xl
-parameters:
-  model: Linaqruf/animagine-xl
-backend: diffusers
-f16: true
-diffusers:
-  scheduler_type: euler_a
-
-usage: |
-        curl http://localhost:8080/v1/images/generations \
-          -H "Content-Type: application/json" \
-          -d '{
-            "prompt": "<positive prompt>|<negative prompt>",
-            "model": "animagine-xl",
-            "step": 51,
-            "size": "1024x1024"
-          }'
\ No newline at end of file
diff --git a/embedded/models/bakllava.yaml b/embedded/models/bakllava.yaml
deleted file mode 100644
index 52fd9466..00000000
--- a/embedded/models/bakllava.yaml
+++ /dev/null
@@ -1,40 +0,0 @@
-backend: llama-cpp
-context_size: 4096
-f16: true
-
-gpu_layers: 90
-mmap: true
-name: bakllava
-
-roles:
-  user: "USER:"
-  assistant: "ASSISTANT:"
-  system: "SYSTEM:"
-
-mmproj: bakllava-mmproj.gguf
-parameters:
-  model: bakllava.gguf
-  temperature: 0.2
-  top_k: 40
-  top_p: 0.95
-  seed: -1
-mirostat: 2
-mirostat_eta: 1.0
-mirostat_tau: 1.0
-
-template:
-  chat: |
-    A chat between a curious human and an artificial intelligence assistant. The assistant gives helpful, detailed, and polite answers to the human's questions.
-    {{.Input}}
-    ASSISTANT:
-
-download_files:
-- filename: bakllava.gguf
-  uri: huggingface://mys/ggml_bakllava-1/ggml-model-q4_k.gguf
-- filename: bakllava-mmproj.gguf
-  uri: huggingface://mys/ggml_bakllava-1/mmproj-model-f16.gguf
-
-usage: |
-    curl http://localhost:8080/v1/chat/completions -H "Content-Type: application/json" -d '{
-        "model": "bakllava",
-        "messages": [{"role": "user", "content": [{"type":"text", "text": "What is in the image?"}, {"type": "image_url", "image_url": {"url": "https://upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Gfp-wisconsin-madison-the-nature-boardwalk.jpg/2560px-Gfp-wisconsin-madison-the-nature-boardwalk.jpg" }}], "temperature": 0.9}]}'
diff --git a/embedded/models/bark.yaml b/embedded/models/bark.yaml
deleted file mode 100644
index da1b1db4..00000000
--- a/embedded/models/bark.yaml
+++ /dev/null
@@ -1,8 +0,0 @@
-usage: |
-    bark works without any configuration, to test it, you can run the following curl command:
-
-    curl http://localhost:8080/tts -H "Content-Type: application/json" -d '{         
-     "backend": "bark",
-     "input":"Hello, this is a test!"
-    }' | aplay
-# TODO: This is a placeholder until we manage to pre-load HF/Transformers models
\ No newline at end of file
diff --git a/embedded/models/cerbero.yaml b/embedded/models/cerbero.yaml
deleted file mode 100644
index 8ace4e35..00000000
--- a/embedded/models/cerbero.yaml
+++ /dev/null
@@ -1,24 +0,0 @@
-backend: llama
-context_size: 8192
-f16: false
-gpu_layers: 90
-name: cerbero
-mmap: false
-parameters:
-  model: huggingface://galatolo/cerbero-7b-gguf/ggml-model-Q8_0.gguf
-  top_k: 80
-  temperature: 0.2
-  top_p: 0.7
-template:
-  completion: "{{.Input}}"
-  chat: "Questa è una conversazione tra un umano ed un assistente AI.\n{{.Input}}\n[|Assistente|]  "
-roles:
-  user: "[|Umano|] "
-  system: "[|Umano|] "
-  assistant: "[|Assistente|] "
-
-stopwords:
-- "[|Umano|]"
-
-trimsuffix: 
-- "\n"
\ No newline at end of file
diff --git a/embedded/models/codellama-7b-gguf.yaml b/embedded/models/codellama-7b-gguf.yaml
deleted file mode 100644
index 413c838b..00000000
--- a/embedded/models/codellama-7b-gguf.yaml
+++ /dev/null
@@ -1,20 +0,0 @@
-name: codellama-7b-gguf
-backend: transformers
-parameters:
-  model: huggingface://TheBloke/CodeLlama-7B-GGUF/codellama-7b.Q4_K_M.gguf
-  temperature: 0.5
-  top_k: 40
-  seed: -1
-  top_p: 0.95
-mirostat: 2
-mirostat_eta: 1.0
-mirostat_tau: 1.0
-
-context_size: 4096
-f16: true
-gpu_layers: 90
-usage: |
-      curl http://localhost:8080/v1/completions -H "Content-Type: application/json" -d '{
-          "model": "codellama-7b-gguf",
-          "prompt": "import socket\n\ndef ping_exponential_backoff(host: str):"
-      }'
\ No newline at end of file
diff --git a/embedded/models/codellama-7b.yaml b/embedded/models/codellama-7b.yaml
deleted file mode 100644
index d9b5c62c..00000000
--- a/embedded/models/codellama-7b.yaml
+++ /dev/null
@@ -1,14 +0,0 @@
-name: codellama-7b
-backend: transformers
-type: AutoModelForCausalLM
-parameters:
-  model: codellama/CodeLlama-7b-hf
-  temperature: 0.2
-  top_k: 40
-  top_p: 0.95
-
-usage: |
-      curl http://localhost:8080/v1/completions -H "Content-Type: application/json" -d '{
-          "model": "codellama-7b",
-          "prompt": "import socket\n\ndef ping_exponential_backoff(host: str):"
-      }'
diff --git a/embedded/models/coqui.yaml b/embedded/models/coqui.yaml
deleted file mode 100644
index 5d67f241..00000000
--- a/embedded/models/coqui.yaml
+++ /dev/null
@@ -1,9 +0,0 @@
-usage: |
-    coqui works without any configuration, to test it, you can run the following curl command:
-
-    curl http://localhost:8080/tts -H "Content-Type: application/json" -d '{         
-        "backend": "coqui",
-        "model": "tts_models/en/ljspeech/glow-tts",
-        "input":"Hello, this is a test!"
-        }'
-# TODO: This is a placeholder until we manage to pre-load HF/Transformers models
\ No newline at end of file
diff --git a/embedded/models/dolphin-2.5-mixtral-8x7b.yaml b/embedded/models/dolphin-2.5-mixtral-8x7b.yaml
deleted file mode 100644
index 12ee1efc..00000000
--- a/embedded/models/dolphin-2.5-mixtral-8x7b.yaml
+++ /dev/null
@@ -1,31 +0,0 @@
-name: dolphin-mixtral-8x7b
-mmap: true
-parameters:
-  model: huggingface://TheBloke/dolphin-2.5-mixtral-8x7b-GGUF/dolphin-2.5-mixtral-8x7b.Q2_K.gguf
-  temperature: 0.5
-  top_k: 40
-  top_p: 0.95
-  seed: -1
-mirostat: 2
-mirostat_eta: 1.0
-mirostat_tau: 1.0
-template:
-  chat_message: |
-    <|im_start|>{{if eq .RoleName "assistant"}}assistant{{else if eq .RoleName "system"}}system{{else if eq .RoleName "user"}}user{{end}}
-    {{if .Content}}{{.Content}}{{end}}<|im_end|>
-  chat: |
-    {{.Input}}
-    <|im_start|>assistant
-  completion: |
-    {{.Input}}
-context_size: 4096
-f16: true
-stopwords:
-- <|im_end|>
-gpu_layers: 90
-
-usage: |
-      curl http://localhost:8080/v1/chat/completions -H "Content-Type: application/json" -d '{
-          "model": "dolphin-mixtral-8x7b",
-          "messages": [{"role": "user", "content": "How are you doing?", "temperature": 0.1}]
-      }'
\ No newline at end of file
diff --git a/embedded/models/hermes-2-pro-mistral.yaml b/embedded/models/hermes-2-pro-mistral.yaml
deleted file mode 100644
index 74d98eeb..00000000
--- a/embedded/models/hermes-2-pro-mistral.yaml
+++ /dev/null
@@ -1,59 +0,0 @@
-name: hermes-2-pro-mistral
-mmap: true
-parameters:
-  model: huggingface://NousResearch/Hermes-2-Pro-Mistral-7B-GGUF/Hermes-2-Pro-Mistral-7B.Q6_K.gguf
-
-template:
-  chat_message: |
-    <|im_start|>{{if eq .RoleName "assistant"}}assistant{{else if eq .RoleName "system"}}system{{else if eq .RoleName "tool"}}tool{{else if eq .RoleName "user"}}user{{end}}
-    {{- if .FunctionCall }}
-    <tool_call>
-    {{- else if eq .RoleName "tool" }}
-    <tool_response>
-    {{- end }}
-    {{- if .Content}}
-    {{.Content }}
-    {{- end }}
-    {{- if .FunctionCall}}
-    {{toJson .FunctionCall}}
-    {{- end }}
-    {{- if .FunctionCall }}
-    </tool_call>
-    {{- else if eq .RoleName "tool" }}
-    </tool_response>
-    {{- end }}<|im_end|>
-  # https://huggingface.co/NousResearch/Hermes-2-Pro-Mistral-7B-GGUF#prompt-format-for-function-calling
-  function: |
-    <|im_start|>system
-    You are a function calling AI model. You are provided with function signatures within <tools></tools> XML tags. You may call one or more functions to assist with the user query. Don't make assumptions about what values to plug into functions. Here are the available tools:
-    <tools>
-    {{range .Functions}}
-    {'type': 'function', 'function': {'name': '{{.Name}}', 'description': '{{.Description}}', 'parameters': {{toJson .Parameters}} }}
-    {{end}}
-    </tools>
-    Use the following pydantic model json schema for each tool call you will make:
-    {'title': 'FunctionCall', 'type': 'object', 'properties': {'arguments': {'title': 'Arguments', 'type': 'object'}, 'name': {'title': 'Name', 'type': 'string'}}, 'required': ['arguments', 'name']}
-    For each function call return a json object with function name and arguments within <tool_call></tool_call> XML tags as follows:
-    <tool_call>
-    {'arguments': <args-dict>, 'name': <function-name>}
-    </tool_call><|im_end|>
-    {{.Input -}}
-    <|im_start|>assistant
-    <tool_call>
-  chat: |
-    {{.Input -}}
-    <|im_start|>assistant
-  completion: |
-    {{.Input}}
-context_size: 4096
-f16: true
-stopwords:
-- <|im_end|>
-- <dummy32000>
-- "\n</tool_call>"
-- "\n\n\n"
-usage: |
-      curl http://localhost:8080/v1/chat/completions -H "Content-Type: application/json" -d '{
-          "model": "hermes-2-pro-mistral",
-          "messages": [{"role": "user", "content": "How are you doing?", "temperature": 0.1}]
-      }'
diff --git a/embedded/models/llama3-instruct.yaml b/embedded/models/llama3-instruct.yaml
deleted file mode 100644
index d483d2b2..00000000
--- a/embedded/models/llama3-instruct.yaml
+++ /dev/null
@@ -1,48 +0,0 @@
-name: llama3-8b-instruct
-mmap: true
-parameters:
-  model: huggingface://second-state/Llama-3-8B-Instruct-GGUF/Meta-Llama-3-8B-Instruct-Q5_K_M.gguf
-
-template:
-  chat_message: |
-    <|start_header_id|>{{if eq .RoleName "assistant"}}assistant{{else if eq .RoleName "system"}}system{{else if eq .RoleName "tool"}}tool{{else if eq .RoleName "user"}}user{{end}}<|end_header_id|>
-
-    {{ if .FunctionCall -}}
-    Function call:
-    {{ else if eq .RoleName "tool" -}}
-    Function response:
-    {{ end -}}
-    {{ if .Content -}}
-    {{.Content -}}
-    {{ else if .FunctionCall -}}
-    {{ toJson .FunctionCall -}}
-    {{ end -}}
-    <|eot_id|>
-  function: |
-    <|start_header_id|>system<|end_header_id|>
-
-    You are a function calling AI model. You are provided with function signatures within <tools></tools> XML tags. You may call one or more functions to assist with the user query. Don't make assumptions about what values to plug into functions. Here are the available tools:
-    <tools>
-    {{range .Functions}}
-    {'type': 'function', 'function': {'name': '{{.Name}}', 'description': '{{.Description}}', 'parameters': {{toJson .Parameters}} }}
-    {{end}}
-    </tools>
-    Use the following pydantic model json schema for each tool call you will make:
-    {'title': 'FunctionCall', 'type': 'object', 'properties': {'arguments': {'title': 'Arguments', 'type': 'object'}, 'name': {'title': 'Name', 'type': 'string'}}, 'required': ['arguments', 'name']}<|eot_id|><|start_header_id|>assistant<|end_header_id|>
-    Function call:
-  chat: |
-    <|begin_of_text|>{{.Input }}
-    <|start_header_id|>assistant<|end_header_id|>
-  completion: |
-    {{.Input}}
-context_size: 8192
-f16: true
-stopwords:
-- <|im_end|>
-- <dummy32000>
-- "<|eot_id|>"
-usage: |
-      curl http://localhost:8080/v1/chat/completions -H "Content-Type: application/json" -d '{
-          "model": "llama3-8b-instruct",
-          "messages": [{"role": "user", "content": "How are you doing?", "temperature": 0.1}]
-      }'
diff --git a/embedded/models/llava-1.5.yaml b/embedded/models/llava-1.5.yaml
deleted file mode 100644
index 3db48524..00000000
--- a/embedded/models/llava-1.5.yaml
+++ /dev/null
@@ -1,33 +0,0 @@
-backend: llama-cpp
-context_size: 4096
-f16: true
-
-gpu_layers: 90
-mmap: true
-name: llava-1.5
-
-roles:
-  user: "USER:"
-  assistant: "ASSISTANT:"
-  system: "SYSTEM:"
-
-mmproj: llava-v1.5-7b-mmproj-Q8_0.gguf
-parameters:
-  model: llava-v1.5-7b-Q4_K.gguf
-
-template:
-  chat: |
-    A chat between a curious human and an artificial intelligence assistant. The assistant gives helpful, detailed, and polite answers to the human's questions.
-    {{.Input}}
-    ASSISTANT:
-
-download_files:
-- filename: llava-v1.5-7b-Q4_K.gguf
-  uri: huggingface://jartine/llava-v1.5-7B-GGUF/llava-v1.5-7b-Q4_K.gguf
-- filename: llava-v1.5-7b-mmproj-Q8_0.gguf
-  uri: huggingface://jartine/llava-v1.5-7B-GGUF/llava-v1.5-7b-mmproj-Q8_0.gguf
-
-usage: |
-    curl http://localhost:8080/v1/chat/completions -H "Content-Type: application/json" -d '{
-        "model": "llava-1.5",
-        "messages": [{"role": "user", "content": [{"type":"text", "text": "What is in the image?"}, {"type": "image_url", "image_url": {"url": "https://upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Gfp-wisconsin-madison-the-nature-boardwalk.jpg/2560px-Gfp-wisconsin-madison-the-nature-boardwalk.jpg" }}], "temperature": 0.9}]}'
diff --git a/embedded/models/llava-1.6-mistral.yaml b/embedded/models/llava-1.6-mistral.yaml
deleted file mode 100644
index 602ceb62..00000000
--- a/embedded/models/llava-1.6-mistral.yaml
+++ /dev/null
@@ -1,33 +0,0 @@
-backend: llama-cpp
-context_size: 4096
-f16: true
-
-gpu_layers: 90
-mmap: true
-name: llava-1.6-mistral
-
-roles:
-  user: "USER:"
-  assistant: "ASSISTANT:"
-  system: "SYSTEM:"
-
-mmproj: llava-v1.6-7b-mmproj-f16.gguf
-parameters:
-  model: llava-v1.6-mistral-7b.gguf
-
-template:
-  chat: |
-    A chat between a curious human and an artificial intelligence assistant. The assistant gives helpful, detailed, and polite answers to the human's questions.
-    {{.Input}}
-    ASSISTANT:
-
-download_files:
-- filename: llava-v1.6-mistral-7b.gguf
-  uri: huggingface://cjpais/llava-1.6-mistral-7b-gguf/llava-v1.6-mistral-7b.Q6_K.gguf
-- filename: llava-v1.6-7b-mmproj-f16.gguf
-  uri: huggingface://cjpais/llava-1.6-mistral-7b-gguf/mmproj-model-f16.gguf
-
-usage: |
-    curl http://localhost:8080/v1/chat/completions -H "Content-Type: application/json" -d '{
-        "model": "llava-1.6-mistral",
-        "messages": [{"role": "user", "content": [{"type":"text", "text": "What is in the image?"}, {"type": "image_url", "image_url": {"url": "https://upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Gfp-wisconsin-madison-the-nature-boardwalk.jpg/2560px-Gfp-wisconsin-madison-the-nature-boardwalk.jpg" }}], "temperature": 0.9}]}'
diff --git a/embedded/models/llava-1.6-vicuna.yaml b/embedded/models/llava-1.6-vicuna.yaml
deleted file mode 100644
index cea33e7f..00000000
--- a/embedded/models/llava-1.6-vicuna.yaml
+++ /dev/null
@@ -1,37 +0,0 @@
-backend: llama-cpp
-context_size: 4096
-f16: true
-
-gpu_layers: 90
-mmap: true
-name: llava-1.6-vicuna
-
-roles:
-  user: "USER:"
-  assistant: "ASSISTANT:"
-  system: "SYSTEM:"
-
-mmproj: mmproj-vicuna7b-f16.gguf
-parameters:
-  model: vicuna-7b-q5_k.gguf
-  temperature: 0.2
-  top_k: 40
-  top_p: 0.95
-  seed: -1
-
-template:
-  chat: |
-    A chat between a curious human and an artificial intelligence assistant. The assistant gives helpful, detailed, and polite answers to the human's questions.
-    {{.Input}}
-    ASSISTANT:
-
-download_files:
-- filename: vicuna-7b-q5_k.gguf
-  uri: https://huggingface.co/cmp-nct/llava-1.6-gguf/resolve/main/vicuna-7b-q5_k.gguf
-- filename: mmproj-vicuna7b-f16.gguf
-  uri: https://huggingface.co/cmp-nct/llava-1.6-gguf/resolve/main/mmproj-vicuna7b-f16.gguf
-
-usage: |
-    curl http://localhost:8080/v1/chat/completions -H "Content-Type: application/json" -d '{
-        "model": "llava-1.6-vicuna",
-        "messages": [{"role": "user", "content": [{"type":"text", "text": "What is in the image?"}, {"type": "image_url", "image_url": {"url": "https://upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Gfp-wisconsin-madison-the-nature-boardwalk.jpg/2560px-Gfp-wisconsin-madison-the-nature-boardwalk.jpg" }}], "temperature": 0.9}]}'
diff --git a/embedded/models/llava.yaml b/embedded/models/llava.yaml
deleted file mode 100644
index 3d240681..00000000
--- a/embedded/models/llava.yaml
+++ /dev/null
@@ -1,40 +0,0 @@
-backend: llama-cpp
-context_size: 4096
-f16: true
-
-gpu_layers: 90
-mmap: true
-name: llava
-
-roles:
-  user: "USER:"
-  assistant: "ASSISTANT:"
-  system: "SYSTEM:"
-
-mmproj: bakllava-mmproj.gguf
-parameters:
-  model: bakllava.gguf
-  temperature: 0.2
-  top_k: 40
-  top_p: 0.95
-  seed: -1
-mirostat: 2
-mirostat_eta: 1.0
-mirostat_tau: 1.0
-
-template:
-  chat: |
-    A chat between a curious human and an artificial intelligence assistant. The assistant gives helpful, detailed, and polite answers to the human's questions.
-    {{.Input}}
-    ASSISTANT:
-
-download_files:
-- filename: bakllava.gguf
-  uri: huggingface://mys/ggml_bakllava-1/ggml-model-q4_k.gguf
-- filename: bakllava-mmproj.gguf
-  uri: huggingface://mys/ggml_bakllava-1/mmproj-model-f16.gguf
-
-usage: |
-    curl http://localhost:8080/v1/chat/completions -H "Content-Type: application/json" -d '{
-        "model": "llava",
-        "messages": [{"role": "user", "content": [{"type":"text", "text": "What is in the image?"}, {"type": "image_url", "image_url": {"url": "https://upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Gfp-wisconsin-madison-the-nature-boardwalk.jpg/2560px-Gfp-wisconsin-madison-the-nature-boardwalk.jpg" }}], "temperature": 0.9}]}'
diff --git a/embedded/models/mamba-bagel.yaml b/embedded/models/mamba-bagel.yaml
deleted file mode 100644
index aed7142f..00000000
--- a/embedded/models/mamba-bagel.yaml
+++ /dev/null
@@ -1,21 +0,0 @@
-name: bagel
-backend: mamba
-parameters:
-  model: "jondurbin/bagel-dpo-2.8b-v0.2"
-systemPrompt: "You are a helpful, unbiased, uncensored assistant."
-template:
-  chat_message: |
-    {{if eq .RoleName "assistant"}}{{.Content}}{{else}}
-    [INST]
-    {{if .SystemPrompt}}{{.SystemPrompt}}{{else if eq .RoleName "system"}}<<SYS>>{{.Content}}<</SYS>>
-
-    {{else if .Content}}{{.Content}}{{end}}
-    [/INST]
-    {{end}}
-  completion: |
-    {{.Input}}
-usage: |
-    curl http://localhost:8080/v1/chat/completions -H "Content-Type: application/json" -d '{
-      "model": "bagel",
-      "messages": [{"role": "user", "content": "how are you doing"}],
-    }'
diff --git a/embedded/models/mamba-chat.yaml b/embedded/models/mamba-chat.yaml
deleted file mode 100644
index b0d7fc62..00000000
--- a/embedded/models/mamba-chat.yaml
+++ /dev/null
@@ -1,28 +0,0 @@
-name: mamba-chat
-backend: mamba
-parameters:
-  model: "havenhq/mamba-chat"
-
-trimsuffix: 
-- <|endoftext|>
-
-# https://huggingface.co/HuggingFaceH4/zephyr-7b-beta/blob/main/tokenizer_config.json
-#   "chat_template": "{% for message in messages %}\n{% if message['role'] == 'user' %}\n{{ '<|user|>\n' + message['content'] + eos_token }}\n{% elif message['role'] == 'system' %}\n{{ '<|system|>\n' + message['content'] + eos_token }}\n{% elif message['role'] == 'assistant' %}\n{{ '<|assistant|>\n'  + message['content'] + eos_token }}\n{% endif %}\n{% if loop.last and add_generation_prompt %}\n{{ '<|assistant|>' }}\n{% endif %}\n{% endfor %}",
-template:
-  chat_message: |
-    {{if eq .RoleName "assistant"}}<|assistant|>{{else if eq .RoleName "system"}}<|system|>{{else if eq .RoleName "user"}}<|user|>{{end}}
-    {{if .Content}}{{.Content}}{{end}}
-    </s>
-    
-  chat: |
-    {{.Input}}
-    <|assistant|>
-    
-  completion: |
-    {{.Input}}
-usage: |
-    curl http://localhost:8080/v1/chat/completions -H "Content-Type: application/json" -d '{
-      "model": "mamba-chat",
-      "messages": [{"role": "user", "content": "how are you doing"}],
-      "temperature": 0.7
-    }'
\ No newline at end of file
diff --git a/embedded/models/mistral-openorca.yaml b/embedded/models/mistral-openorca.yaml
deleted file mode 100644
index 0794a69b..00000000
--- a/embedded/models/mistral-openorca.yaml
+++ /dev/null
@@ -1,32 +0,0 @@
-name: mistral-openorca
-mmap: true
-parameters:
-  model: huggingface://TheBloke/Mistral-7B-OpenOrca-GGUF/mistral-7b-openorca.Q6_K.gguf
-  temperature: 0.2
-  top_k: 40
-  top_p: 0.95
-  seed: -1
-mirostat: 2
-mirostat_eta: 1.0
-mirostat_tau: 1.0
-
-template:
-  chat_message: |
-    <|im_start|>{{if eq .RoleName "assistant"}}assistant{{else if eq .RoleName "system"}}system{{else if eq .RoleName "user"}}user{{end}}
-    {{if .Content}}{{.Content}}{{end}}
-    <|im_end|>
-  chat: |
-    {{.Input}}
-    <|im_start|>assistant
-  completion: |
-    {{.Input}}
-context_size: 4096
-f16: true
-stopwords:
-- <|im_end|>
-- <dummy32000>
-usage: |
-      curl http://localhost:8080/v1/chat/completions -H "Content-Type: application/json" -d '{
-          "model": "mistral-openorca",
-          "messages": [{"role": "user", "content": "How are you doing?", "temperature": 0.1}]
-      }'
diff --git a/embedded/models/mixtral-instruct.yaml b/embedded/models/mixtral-instruct.yaml
deleted file mode 100644
index 246b2324..00000000
--- a/embedded/models/mixtral-instruct.yaml
+++ /dev/null
@@ -1,25 +0,0 @@
-name: mixtral-instruct
-mmap: true
-parameters:
-  model: huggingface://TheBloke/Mixtral-8x7B-Instruct-v0.1-GGUF/mixtral-8x7b-instruct-v0.1.Q2_K.gguf
-  temperature: 0.2
-  top_k: 40
-  seed: -1
-  top_p: 0.95
-mirostat: 2
-mirostat_eta: 1.0
-mirostat_tau: 1.0
-
-template:
-  chat: &chat |
-    [INST] {{.Input}} [/INST]    
-  completion: *chat
-context_size: 4096
-f16: true
-gpu_layers: 90
-
-usage: |
-      curl http://localhost:8080/v1/completions -H "Content-Type: application/json" -d '{
-          "model": "mixtral-instruct",
-          "prompt": "How are you doing?"
-      }'
\ No newline at end of file
diff --git a/embedded/models/phi-2-chat.yaml b/embedded/models/phi-2-chat.yaml
deleted file mode 100644
index 4a3ca7aa..00000000
--- a/embedded/models/phi-2-chat.yaml
+++ /dev/null
@@ -1,25 +0,0 @@
-name: phi-2-chat
-mmap: true
-parameters:
-  model: huggingface://l3utterfly/phi-2-layla-v1-chatml-gguf/phi-2-layla-v1-chatml-Q8_0.gguf
-
-template:
-  chat_message: |
-    <|im_start|>{{if eq .RoleName "assistant"}}assistant{{else if eq .RoleName "system"}}system{{else if eq .RoleName "user"}}user{{end}}
-    {{if .Content}}{{.Content}}{{end}}
-    <|im_end|>
-  chat: |
-    {{.Input}}
-    <|im_start|>assistant
-  completion: |
-    {{.Input}}
-context_size: 4096
-f16: true
-stopwords:
-- <|im_end|>
-- <dummy32000>
-usage: |
-      curl http://localhost:8080/v1/chat/completions -H "Content-Type: application/json" -d '{
-          "model": "phi-2-chat",
-          "messages": [{"role": "user", "content": "How are you doing?", "temperature": 0.1}]
-      }'
diff --git a/embedded/models/phi-2-orange.yaml b/embedded/models/phi-2-orange.yaml
deleted file mode 100644
index 838909c9..00000000
--- a/embedded/models/phi-2-orange.yaml
+++ /dev/null
@@ -1,30 +0,0 @@
-name: phi-2-orange
-mmap: true
-parameters:
-  model: huggingface://l3utterfly/phi-2-orange-GGUF/phi-2-orange.Q6_K.gguf
-
-template:
-  chat_message: |
-    <|im_start|>{{if eq .RoleName "assistant"}}assistant{{else if eq .RoleName "system"}}system{{else if eq .RoleName "user"}}user{{end}}
-    {{if .Content}}{{.Content}}{{end}}
-    <|im_end|>
-  chat: |
-    {{.Input}}
-    <|im_start|>assistant
-  completion: |
-    {{.Input}}
-context_size: 4096
-f16: true
-stopwords:
-- <|im_end|>
-- <dummy32000>
-
-description: |
-  This model is a chatbot that can be used for general conversation.
-  [Model card](https://huggingface.co/TheBloke/phi-2-orange-GGUF)
-
-usage: |
-      curl http://localhost:8080/v1/chat/completions -H "Content-Type: application/json" -d '{
-          "model": "phi-2-orange",
-          "messages": [{"role": "user", "content": "How are you doing?", "temperature": 0.1}]
-      }'
diff --git a/embedded/models/rhasspy-voice-en-us-amy.yaml b/embedded/models/rhasspy-voice-en-us-amy.yaml
deleted file mode 100644
index 911293ca..00000000
--- a/embedded/models/rhasspy-voice-en-us-amy.yaml
+++ /dev/null
@@ -1,13 +0,0 @@
-name: voice-en-us-amy-low
-download_files:
-  - filename: voice-en-us-amy-low.tar.gz
-    uri: https://github.com/rhasspy/piper/releases/download/v0.0.2/voice-en-us-amy-low.tar.gz
-
-
-usage: |
-    To test if this model works as expected, you can use the following curl command:
-
-    curl http://localhost:8080/tts -H "Content-Type: application/json" -d '{
-      "model":"en-us-amy-low.onnx",
-      "input": "Hi, this is a test."
-    }'
\ No newline at end of file
diff --git a/embedded/models/tinyllama-chat.yaml b/embedded/models/tinyllama-chat.yaml
deleted file mode 100644
index 48c44f9f..00000000
--- a/embedded/models/tinyllama-chat.yaml
+++ /dev/null
@@ -1,29 +0,0 @@
-name: tinyllama-chat
-mmap: true
-parameters:
-  model: huggingface://TheBloke/TinyLlama-1.1B-Chat-v0.3-GGUF/tinyllama-1.1b-chat-v0.3.Q8_0.gguf
-  temperature: 0.2
-  top_k: 40
-  seed: -1
-  top_p: 0.95
-template:
-  chat_message: |
-    <|im_start|>{{if eq .RoleName "assistant"}}assistant{{else if eq .RoleName "system"}}system{{else if eq .RoleName "user"}}user{{end}}
-    {{if .Content}}{{.Content}}{{end}}<|im_end|>
-  chat: |
-    {{.Input}}
-    <|im_start|>assistant
-    
-  completion: |
-    {{.Input}}
-context_size: 4096
-f16: true
-stopwords:
-- <|im_end|>
-gpu_layers: 90
-
-usage: |
-      curl http://localhost:8080/v1/chat/completions -H "Content-Type: application/json" -d '{
-          "model": "tinyllama-chat",
-          "messages": [{"role": "user", "content": "How are you doing?", "temperature": 0.1}]
-      }'
\ No newline at end of file
diff --git a/embedded/models/transformers-tinyllama.yaml b/embedded/models/transformers-tinyllama.yaml
deleted file mode 100644
index ee6e7889..00000000
--- a/embedded/models/transformers-tinyllama.yaml
+++ /dev/null
@@ -1,31 +0,0 @@
-name: tinyllama-chat
-backend: transformers
-type: AutoModelForCausalLM
-
-parameters:
-  model: TinyLlama/TinyLlama-1.1B-Chat-v1.0
-  temperature: 0.2
-  top_k: 40
-  top_p: 0.95
-  max_tokens: 4096
-
-template:
-  chat_message: |
-    <|im_start|>{{if eq .RoleName "assistant"}}assistant{{else if eq .RoleName "system"}}system{{else if eq .RoleName "user"}}user{{end}}
-    {{if .Content}}{{.Content}}{{end}}<|im_end|>
-  chat: |
-    {{.Input}}
-    <|im_start|>assistant
-    
-  completion: |
-    {{.Input}}
-
-stopwords:
-- <|im_end|>
-
-usage: |
-      curl http://localhost:8080/v1/chat/completions -H "Content-Type: application/json" -d '{
-        "model": "tinyllama-chat",
-        "messages": [{"role": "user", "content": "Say this is a test!"}],
-        "temperature": 0.7
-      }'
diff --git a/embedded/models/vall-e-x.yaml b/embedded/models/vall-e-x.yaml
deleted file mode 100644
index b97015f6..00000000
--- a/embedded/models/vall-e-x.yaml
+++ /dev/null
@@ -1,8 +0,0 @@
-usage: |
-    Vall-e-x works without any configuration, to test it, you can run the following curl command:
-
-    curl http://localhost:8080/tts -H "Content-Type: application/json" -d '{         
-     "backend": "vall-e-x",
-     "input":"Hello, this is a test!"
-    }' | aplay
-# TODO: This is a placeholder until we manage to pre-load HF/Transformers models
\ No newline at end of file
diff --git a/embedded/models/whisper-base.yaml b/embedded/models/whisper-base.yaml
deleted file mode 100644
index f7ebd217..00000000
--- a/embedded/models/whisper-base.yaml
+++ /dev/null
@@ -1,18 +0,0 @@
-name: whisper
-backend: whisper
-parameters:
-  model: ggml-whisper-base.bin
-
-usage: |
-    ## example audio file
-    wget --quiet --show-progress -O gb1.ogg https://upload.wikimedia.org/wikipedia/commons/1/1f/George_W_Bush_Columbia_FINAL.ogg
-
-    ## Send the example audio file to the transcriptions endpoint
-    curl http://localhost:8080/v1/audio/transcriptions \
-         -H "Content-Type: multipart/form-data" \
-         -F file="@$PWD/gb1.ogg" -F model="whisper"
-
-download_files:
-- filename: "ggml-whisper-base.bin"
-  sha256: "60ed5bc3dd14eea856493d334349b405782ddcaf0028d4b5df4088345fba2efe"
-  uri: "https://huggingface.co/ggerganov/whisper.cpp/resolve/main/ggml-base.bin"
\ No newline at end of file
diff --git a/pkg/startup/model_preload.go b/pkg/startup/model_preload.go
index a445b10e..0f598df5 100644
--- a/pkg/startup/model_preload.go
+++ b/pkg/startup/model_preload.go
@@ -9,7 +9,6 @@ import (
 
 	"github.com/mudler/LocalAI/core/config"
 	"github.com/mudler/LocalAI/core/gallery"
-	"github.com/mudler/LocalAI/embedded"
 	"github.com/mudler/LocalAI/pkg/downloader"
 	"github.com/mudler/LocalAI/pkg/utils"
 	"github.com/rs/zerolog/log"
@@ -18,42 +17,17 @@ import (
 // InstallModels will preload models from the given list of URLs and galleries
 // It will download the model if it is not already present in the model path
 // It will also try to resolve if the model is an embedded model YAML configuration
-func InstallModels(galleries []config.Gallery, modelLibraryURL string, modelPath string, enforceScan bool, downloadStatus func(string, string, string, float64), models ...string) error {
+func InstallModels(galleries []config.Gallery, modelPath string, enforceScan bool, downloadStatus func(string, string, string, float64), models ...string) error {
 	// create an error that groups all errors
 	var err error
 
-	lib, _ := embedded.GetRemoteLibraryShorteners(modelLibraryURL, modelPath)
-
 	for _, url := range models {
 		// As a best effort, try to resolve the model from the remote library
 		// if it's not resolved we try with the other method below
-		if modelLibraryURL != "" {
-			if lib[url] != "" {
-				log.Debug().Msgf("[startup] model configuration is defined remotely: %s (%s)", url, lib[url])
-				url = lib[url]
-			}
-		}
 
-		url = embedded.ModelShortURL(url)
 		uri := downloader.URI(url)
 
 		switch {
-		case embedded.ExistsInModelsLibrary(url):
-			modelYAML, e := embedded.ResolveContent(url)
-			// If we resolve something, just save it to disk and continue
-			if e != nil {
-				log.Error().Err(e).Msg("error resolving model content")
-				err = errors.Join(err, e)
-				continue
-			}
-
-			log.Debug().Msgf("[startup] resolved embedded model: %s", url)
-			md5Name := utils.MD5(url)
-			modelDefinitionFilePath := filepath.Join(modelPath, md5Name) + ".yaml"
-			if e := os.WriteFile(modelDefinitionFilePath, modelYAML, 0600); err != nil {
-				log.Error().Err(e).Str("filepath", modelDefinitionFilePath).Msg("error writing model definition")
-				err = errors.Join(err, e)
-			}
 		case uri.LooksLikeOCI():
 			log.Debug().Msgf("[startup] resolved OCI model to download: %s", url)
 
diff --git a/pkg/startup/model_preload_test.go b/pkg/startup/model_preload_test.go
index 78cf7311..51e6d702 100644
--- a/pkg/startup/model_preload_test.go
+++ b/pkg/startup/model_preload_test.go
@@ -7,7 +7,6 @@ import (
 
 	"github.com/mudler/LocalAI/core/config"
 	. "github.com/mudler/LocalAI/pkg/startup"
-	"github.com/mudler/LocalAI/pkg/utils"
 
 	. "github.com/onsi/ginkgo/v2"
 	. "github.com/onsi/gomega"
@@ -16,29 +15,13 @@ import (
 var _ = Describe("Preload test", func() {
 
 	Context("Preloading from strings", func() {
-		It("loads from remote url", func() {
-			tmpdir, err := os.MkdirTemp("", "")
-			Expect(err).ToNot(HaveOccurred())
-			libraryURL := "https://raw.githubusercontent.com/mudler/LocalAI/master/embedded/model_library.yaml"
-			fileName := fmt.Sprintf("%s.yaml", "phi-2")
-
-			InstallModels([]config.Gallery{}, libraryURL, tmpdir, true, nil, "phi-2")
-
-			resultFile := filepath.Join(tmpdir, fileName)
-
-			content, err := os.ReadFile(resultFile)
-			Expect(err).ToNot(HaveOccurred())
-
-			Expect(string(content)).To(ContainSubstring("name: phi-2"))
-		})
-
 		It("loads from embedded full-urls", func() {
 			tmpdir, err := os.MkdirTemp("", "")
 			Expect(err).ToNot(HaveOccurred())
 			url := "https://raw.githubusercontent.com/mudler/LocalAI-examples/main/configurations/phi-2.yaml"
 			fileName := fmt.Sprintf("%s.yaml", "phi-2")
 
-			InstallModels([]config.Gallery{}, "", tmpdir, true, nil, url)
+			InstallModels([]config.Gallery{}, tmpdir, true, nil, url)
 
 			resultFile := filepath.Join(tmpdir, fileName)
 
@@ -47,45 +30,13 @@ var _ = Describe("Preload test", func() {
 
 			Expect(string(content)).To(ContainSubstring("name: phi-2"))
 		})
-		It("loads from embedded short-urls", func() {
-			tmpdir, err := os.MkdirTemp("", "")
-			Expect(err).ToNot(HaveOccurred())
-			url := "phi-2"
-
-			InstallModels([]config.Gallery{}, "", tmpdir, true, nil, url)
-
-			entry, err := os.ReadDir(tmpdir)
-			Expect(err).ToNot(HaveOccurred())
-			Expect(entry).To(HaveLen(1))
-			resultFile := entry[0].Name()
-
-			content, err := os.ReadFile(filepath.Join(tmpdir, resultFile))
-			Expect(err).ToNot(HaveOccurred())
-
-			Expect(string(content)).To(ContainSubstring("name: phi-2"))
-		})
-		It("loads from embedded models", func() {
-			tmpdir, err := os.MkdirTemp("", "")
-			Expect(err).ToNot(HaveOccurred())
-			url := "mistral-openorca"
-			fileName := fmt.Sprintf("%s.yaml", utils.MD5(url))
-
-			InstallModels([]config.Gallery{}, "", tmpdir, true, nil, url)
-
-			resultFile := filepath.Join(tmpdir, fileName)
-
-			content, err := os.ReadFile(resultFile)
-			Expect(err).ToNot(HaveOccurred())
-
-			Expect(string(content)).To(ContainSubstring("name: mistral-openorca"))
-		})
 		It("downloads from urls", func() {
 			tmpdir, err := os.MkdirTemp("", "")
 			Expect(err).ToNot(HaveOccurred())
 			url := "huggingface://TheBloke/TinyLlama-1.1B-Chat-v0.3-GGUF/tinyllama-1.1b-chat-v0.3.Q2_K.gguf"
 			fileName := fmt.Sprintf("%s.gguf", "tinyllama-1.1b-chat-v0.3.Q2_K")
 
-			err = InstallModels([]config.Gallery{}, "", tmpdir, false, nil, url)
+			err = InstallModels([]config.Gallery{}, tmpdir, false, nil, url)
 			Expect(err).ToNot(HaveOccurred())
 
 			resultFile := filepath.Join(tmpdir, fileName)
diff --git a/embedded/webui_static.yaml b/webui_static.yaml
similarity index 100%
rename from embedded/webui_static.yaml
rename to webui_static.yaml

From f1d6d65417e1bccd4d93990ccfd36cc1a0602605 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 30 Jan 2025 16:38:35 +0100
Subject: [PATCH 115/679] chore(model gallery): add virtuoso-lite (#4718)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 1716f2b1..990059c9 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -198,6 +198,20 @@
     - filename: NightWing3-10B-v0.1-Q4_K_M.gguf
       sha256: 2e87671542d22fe1ef9a68e43f2fdab7c2759479ad531946d9f0bdeffa6f5747
       uri: huggingface://bartowski/NightWing3-10B-v0.1-GGUF/NightWing3-10B-v0.1-Q4_K_M.gguf
+- !!merge <<: *falcon3
+  name: "virtuoso-lite"
+  urls:
+    - https://huggingface.co/arcee-ai/Virtuoso-Lite
+    - https://huggingface.co/bartowski/Virtuoso-Lite-GGUF
+  description: |
+    Virtuoso-Lite (10B) is our next-generation, 10-billion-parameter language model based on the Llama-3 architecture. It is distilled from Deepseek-v3 using ~1.1B tokens/logits, allowing it to achieve robust performance at a significantly reduced parameter count compared to larger models. Despite its compact size, Virtuoso-Lite excels in a variety of tasks, demonstrating advanced reasoning, code generation, and mathematical problem-solving capabilities.
+  overrides:
+    parameters:
+      model: Virtuoso-Lite-Q4_K_M.gguf
+  files:
+    - filename: Virtuoso-Lite-Q4_K_M.gguf
+      sha256: 1d21bef8467a11a1e473d397128b05fb87b7e824606cdaea061e550cb219fee2
+      uri: huggingface://bartowski/Virtuoso-Lite-GGUF/Virtuoso-Lite-Q4_K_M.gguf
 - &intellect1
   name: "intellect-1-instruct"
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master"

From 244f4b564f71e4dca0be997e2002cfab5ffd38a9 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 30 Jan 2025 16:42:48 +0100
Subject: [PATCH 116/679] chore(model gallery): add selene-1-mini-llama-3.1-8b
 (#4719)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 23 +++++++++++++++++++++++
 1 file changed, 23 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 990059c9..7a7b0418 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -5359,6 +5359,29 @@
     - filename: deepseek-r1-distill-llama-8b-Q4_K_M.gguf
       sha256: f8eba201522ab44b79bc54166126bfaf836111ff4cbf2d13c59c3b57da10573b
       uri: huggingface://unsloth/DeepSeek-R1-Distill-Llama-8B-GGUF/DeepSeek-R1-Distill-Llama-8B-Q4_K_M.gguf
+- !!merge <<: *llama31
+  name: "selene-1-mini-llama-3.1-8b"
+  icon: https://atla-ai.notion.site/image/https%3A%2F%2Fprod-files-secure.s3.us-west-2.amazonaws.com%2Ff08e6e70-73af-4363-9621-90e906b92ebc%2F1bfb4316-1ce6-40a0-800c-253739cfcdeb%2Fatla_white3x.svg?table=block&id=17c309d1-7745-80f9-8f60-e755409acd8d&spaceId=f08e6e70-73af-4363-9621-90e906b92ebc&userId=&cache=v2
+  urls:
+    - https://huggingface.co/AtlaAI/Selene-1-Mini-Llama-3.1-8B
+    - https://huggingface.co/bartowski/Selene-1-Mini-Llama-3.1-8B-GGUF
+  description: |
+    Atla Selene Mini is a state-of-the-art small language model-as-a-judge (SLMJ). Selene Mini achieves comparable performance to models 10x its size, outperforming GPT-4o on RewardBench, EvalBiasBench, and AutoJ.
+
+    Post-trained from Llama-3.1-8B across a wide range of evaluation tasks and scoring criteria, Selene Mini outperforms prior small models overall across 11 benchmarks covering three different types of tasks:
+
+        Absolute scoring, e.g. "Evaluate the harmlessness of this response on a scale of 1-5"
+        Classification, e.g. "Does this response address the user query? Answer Yes or No."
+        Pairwise preference. e.g. "Which of the following responses is more logically consistent - A or B?"
+
+    It is also the #1 8B generative model on RewardBench.
+  overrides:
+    parameters:
+      model: Selene-1-Mini-Llama-3.1-8B-Q4_K_M.gguf
+  files:
+    - filename: Selene-1-Mini-Llama-3.1-8B-Q4_K_M.gguf
+      sha256: 908e6ce19f7cd3d7394bd7c38e43de2f228aca6aceda35c7ee70d069ad60493e
+      uri: huggingface://bartowski/Selene-1-Mini-Llama-3.1-8B-GGUF/Selene-1-Mini-Llama-3.1-8B-Q4_K_M.gguf
 - &deepseek  ## Deepseek
   url: "github:mudler/LocalAI/gallery/deepseek.yaml@master"
   name: "deepseek-coder-v2-lite-instruct"

From 60ec2cf7513f2d40b9c1836cdf2e06b14a38fd1a Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 30 Jan 2025 16:44:44 +0100
Subject: [PATCH 117/679] chore(model gallery): add openthinker-7b (#4720)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 19 +++++++++++++++++++
 1 file changed, 19 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 7a7b0418..6b391356 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -3455,6 +3455,25 @@
     - filename: Confucius-o1-14B-Q4_K_M.gguf
       sha256: 03182920edd8667db7d2a362ca2d25e88f4b615b383b5a55c764f4715fb22dd9
       uri: huggingface://bartowski/Confucius-o1-14B-GGUF/Confucius-o1-14B-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "openthinker-7b"
+  icon: https://huggingface.co/datasets/open-thoughts/open-thoughts-114k/resolve/main/open_thoughts.png
+  urls:
+    - https://huggingface.co/open-thoughts/OpenThinker-7B
+    - https://huggingface.co/bartowski/OpenThinker-7B-GGUF
+  description: |
+    This model is a fine-tuned version of Qwen/Qwen2.5-7B-Instruct on the OpenThoughts-114k dataset dataset.
+
+    The dataset is derived by distilling DeepSeek-R1 using the data pipeline available on github. More info about the dataset can be found on the dataset card at OpenThoughts-114k dataset.
+
+    This model improves upon the Bespoke-Stratos-7B model, which used 17k examples (Bespoke-Stratos-17k dataset). The numbers reported in the table below are evaluated with our open-source tool Evalchemy.
+  overrides:
+    parameters:
+      model: OpenThinker-7B-Q4_K_M.gguf
+  files:
+    - filename: OpenThinker-7B-Q4_K_M.gguf
+      sha256: 94dff1a7acd685db5cff7afdb837aab8172e06d65fe6179ba47428e3030acd93
+      uri: huggingface://bartowski/OpenThinker-7B-GGUF/OpenThinker-7B-Q4_K_M.gguf
 - &llama31  ## LLama3.1
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master"
   icon: https://avatars.githubusercontent.com/u/153379578

From cd5489ce47452c523be196c291e6f0a5b5922424 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Fri, 31 Jan 2025 08:51:32 +0100
Subject: [PATCH 118/679] chore(model-gallery): :arrow_up: update checksum
 (#4723)

:arrow_up: Checksum updates in gallery/index.yaml

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 gallery/index.yaml | 150 +++++++++++++++++++++------------------------
 1 file changed, 69 insertions(+), 81 deletions(-)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 6b391356..98c3a782 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -852,8 +852,8 @@
     - filename: salamandra-7b-instruct.Q4_K_M-f32.gguf
       sha256: bac8e8c1d1d9d53cbdb148b8ff9ad378ddb392429207099e85b5aae3a43bff3d
       uri: huggingface://cstr/salamandra-7b-instruct-GGUF/salamandra-7b-instruct.Q4_K_M-f32.gguf
-- &llama32  ## llama3.2
-  url: "github:mudler/LocalAI/gallery/llama3.2-quantized.yaml@master"
+- &llama32
+  url: "github:mudler/LocalAI/gallery/llama3.2-quantized.yaml@master" ## llama3.2
   icon: https://avatars.githubusercontent.com/u/153379578
   license: llama3.2
   description: |
@@ -1375,11 +1375,7 @@
   urls:
     - https://huggingface.co/HuggingFaceTB/FineMath-Llama-3B
     - https://huggingface.co/bartowski/FineMath-Llama-3B-GGUF
-  description: |
-    This is a continual-pre-training of Llama-3.2-3B on a mix of 📐 FineMath (our new high quality math dataset) and FineWeb-Edu.
-
-    The model demonstrates superior math performance compared to Llama 3.2 3B, while maintaining similar performance on knowledge, reasoning, and common sense benchmarks.
-    It was trained on 160B tokens using a mix of 40% FineWeb-Edu and 60% from FineMath (30% FineMath-4+ subset and 30% InfiWebMath-4+ subset). We use nanotron for the training, and you can find the training scripts in our SmolLM2 GitHub repo.
+  description: "This is a continual-pre-training of Llama-3.2-3B on a mix of \U0001F4D0 FineMath (our new high quality math dataset) and FineWeb-Edu.\n\nThe model demonstrates superior math performance compared to Llama 3.2 3B, while maintaining similar performance on knowledge, reasoning, and common sense benchmarks.\nIt was trained on 160B tokens using a mix of 40% FineWeb-Edu and 60% from FineMath (30% FineMath-4+ subset and 30% InfiWebMath-4+ subset). We use nanotron for the training, and you can find the training scripts in our SmolLM2 GitHub repo.\n"
   overrides:
     parameters:
       model: FineMath-Llama-3B-Q4_K_M.gguf
@@ -1387,8 +1383,8 @@
     - filename: FineMath-Llama-3B-Q4_K_M.gguf
       sha256: 16c73b5cf2a417a7e1608bcc9469f1461fc3e759ce04a3a337f48df977dc158c
       uri: huggingface://bartowski/FineMath-Llama-3B-GGUF/FineMath-Llama-3B-Q4_K_M.gguf
-- &qwen25  ## Qwen2.5
-  name: "qwen2.5-14b-instruct"
+- &qwen25
+  name: "qwen2.5-14b-instruct" ## Qwen2.5
   icon: https://avatars.githubusercontent.com/u/141221163
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
   license: apache-2.0
@@ -3291,15 +3287,7 @@
   urls:
     - https://huggingface.co/Krystalan/DRT-o1-14B
     - https://huggingface.co/bartowski/DRT-o1-14B-GGUF
-  description: |
-    This repository contains the resources for our paper "DRT-o1: Optimized Deep Reasoning Translation via Long Chain-of-Thought"
-    In this work, we introduce DRT-o1, an attempt to bring the success of long thought reasoning to neural machine translation (MT). To this end,
-
-    🌟 We mine English sentences with similes or metaphors from existing literature books, which are suitable for translation via long thought.
-    🌟 We propose a designed multi-agent framework with three agents (i.e., a translator, an advisor and an evaluator) to synthesize the MT samples with long thought. There are 22,264 synthesized samples in total.
-    🌟 We train DRT-o1-8B, DRT-o1-7B and DRT-o1-14B using Llama-3.1-8B-Instruct, Qwen2.5-7B-Instruct and Qwen2.5-14B-Instruct as backbones.
-
-    Our goal is not to achieve competitive performance with OpenAI’s O1 in neural machine translation (MT). Instead, we explore technical routes to bring the success of long thought to MT. To this end, we introduce DRT-o1, a byproduct of our exploration, and we hope it could facilitate the corresponding research in this direction.
+  description: "This repository contains the resources for our paper \"DRT-o1: Optimized Deep Reasoning Translation via Long Chain-of-Thought\"\nIn this work, we introduce DRT-o1, an attempt to bring the success of long thought reasoning to neural machine translation (MT). To this end,\n\n\U0001F31F We mine English sentences with similes or metaphors from existing literature books, which are suitable for translation via long thought.\n\U0001F31F We propose a designed multi-agent framework with three agents (i.e., a translator, an advisor and an evaluator) to synthesize the MT samples with long thought. There are 22,264 synthesized samples in total.\n\U0001F31F We train DRT-o1-8B, DRT-o1-7B and DRT-o1-14B using Llama-3.1-8B-Instruct, Qwen2.5-7B-Instruct and Qwen2.5-14B-Instruct as backbones.\n\nOur goal is not to achieve competitive performance with OpenAI’s O1 in neural machine translation (MT). Instead, we explore technical routes to bring the success of long thought to MT. To this end, we introduce DRT-o1, a byproduct of our exploration, and we hope it could facilitate the corresponding research in this direction.\n"
   overrides:
     parameters:
       model: DRT-o1-14B-Q4_K_M.gguf
@@ -3356,8 +3344,8 @@
     - filename: Chuluun-Qwen2.5-72B-v0.08-Q4_K_M.gguf
       sha256: 0fec82625f74a9a340837de7af287b1d9042e5aeb70cda2621426db99958b0af
       uri: huggingface://bartowski/Chuluun-Qwen2.5-72B-v0.08-GGUF/Chuluun-Qwen2.5-72B-v0.08-Q4_K_M.gguf
-- &smollm  ## SmolLM
-  url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
+- &smollm
+  url: "github:mudler/LocalAI/gallery/chatml.yaml@master" ## SmolLM
   name: "smollm-1.7b-instruct"
   icon: https://huggingface.co/datasets/HuggingFaceTB/images/resolve/main/banner_smol.png
   tags:
@@ -3421,19 +3409,19 @@
     - https://huggingface.co/nbeerbower/Dumpling-Qwen2.5-32B
     - https://huggingface.co/bartowski/Dumpling-Qwen2.5-32B-GGUF
   description: |
-   nbeerbower/Rombos-EVAGutenberg-TIES-Qwen2.5-32B finetuned on:
-    nbeerbower/GreatFirewall-DPO
-    nbeerbower/Schule-DPO
-    nbeerbower/Purpura-DPO
-    nbeerbower/Arkhaios-DPO
-    jondurbin/truthy-dpo-v0.1
-    antiven0m/physical-reasoning-dpo
-    flammenai/Date-DPO-NoAsterisks
-    flammenai/Prude-Phi3-DPO
-    Atsunori/HelpSteer2-DPO
-    jondurbin/gutenberg-dpo-v0.1
-    nbeerbower/gutenberg2-dpo
-    nbeerbower/gutenberg-moderne-dpo.
+    nbeerbower/Rombos-EVAGutenberg-TIES-Qwen2.5-32B finetuned on:
+     nbeerbower/GreatFirewall-DPO
+     nbeerbower/Schule-DPO
+     nbeerbower/Purpura-DPO
+     nbeerbower/Arkhaios-DPO
+     jondurbin/truthy-dpo-v0.1
+     antiven0m/physical-reasoning-dpo
+     flammenai/Date-DPO-NoAsterisks
+     flammenai/Prude-Phi3-DPO
+     Atsunori/HelpSteer2-DPO
+     jondurbin/gutenberg-dpo-v0.1
+     nbeerbower/gutenberg2-dpo
+     nbeerbower/gutenberg-moderne-dpo.
   overrides:
     parameters:
       model: Dumpling-Qwen2.5-32B-Q4_K_M.gguf
@@ -3474,8 +3462,8 @@
     - filename: OpenThinker-7B-Q4_K_M.gguf
       sha256: 94dff1a7acd685db5cff7afdb837aab8172e06d65fe6179ba47428e3030acd93
       uri: huggingface://bartowski/OpenThinker-7B-GGUF/OpenThinker-7B-Q4_K_M.gguf
-- &llama31  ## LLama3.1
-  url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master"
+- &llama31
+  url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578
   name: "meta-llama-3.1-8b-instruct"
   license: llama3.1
@@ -5401,8 +5389,8 @@
     - filename: Selene-1-Mini-Llama-3.1-8B-Q4_K_M.gguf
       sha256: 908e6ce19f7cd3d7394bd7c38e43de2f228aca6aceda35c7ee70d069ad60493e
       uri: huggingface://bartowski/Selene-1-Mini-Llama-3.1-8B-GGUF/Selene-1-Mini-Llama-3.1-8B-Q4_K_M.gguf
-- &deepseek  ## Deepseek
-  url: "github:mudler/LocalAI/gallery/deepseek.yaml@master"
+- &deepseek
+  url: "github:mudler/LocalAI/gallery/deepseek.yaml@master" ## Deepseek
   name: "deepseek-coder-v2-lite-instruct"
   icon: "https://avatars.githubusercontent.com/u/148330874"
   license: deepseek
@@ -5466,8 +5454,8 @@
     - filename: archangel_sft_pythia2-8b.Q4_K_M.gguf
       sha256: a47782c55ef2b39b19644213720a599d9849511a73c9ebb0c1de749383c0a0f8
       uri: huggingface://RichardErkhov/ContextualAI_-_archangel_sft_pythia2-8b-gguf/archangel_sft_pythia2-8b.Q4_K_M.gguf
-- &deepseek-r1  ## Start DeepSeek-R1
-  url: "github:mudler/LocalAI/gallery/deepseek-r1.yaml@master"
+- &deepseek-r1
+  url: "github:mudler/LocalAI/gallery/deepseek-r1.yaml@master" ## Start DeepSeek-R1
   name: "deepseek-r1-distill-qwen-1.5b"
   icon: "https://avatars.githubusercontent.com/u/148330874"
   urls:
@@ -5607,8 +5595,8 @@
     - filename: FuseO1-DeepSeekR1-QwQ-32B-Preview-Q4_K_M.gguf
       sha256: 16f1fb6bf76bb971a7a63e1a68cddd09421f4a767b86eec55eed1e08178f78f2
       uri: huggingface://bartowski/FuseO1-DeepSeekR1-QwQ-32B-Preview-GGUF/FuseO1-DeepSeekR1-QwQ-32B-Preview-Q4_K_M.gguf
-- &qwen2  ## Start QWEN2
-  url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
+- &qwen2
+  url: "github:mudler/LocalAI/gallery/chatml.yaml@master" ## Start QWEN2
   name: "qwen2-7b-instruct"
   icon: https://avatars.githubusercontent.com/u/141221163
   license: apache-2.0
@@ -5991,10 +5979,10 @@
       sha256: 3a4078d53b46f22989adbf998ce5a3fd090b6541f112d7e936eb4204a04100b1
       uri: huggingface://openbmb/MiniCPM-V-2_6-gguf/ggml-model-Q4_K_M.gguf
     - filename: minicpm-v-2_6-mmproj-f16.gguf
-      sha256: f8a805e9e62085805c69c427287acefc284932eb4abfe6e1b1ce431d27e2f4e0
       uri: huggingface://openbmb/MiniCPM-V-2_6-gguf/mmproj-model-f16.gguf
-- &mistral03  ## START Mistral
-  url: "github:mudler/LocalAI/gallery/mistral-0.3.yaml@master"
+      sha256: 4485f68a0f1aa404c391e788ea88ea653c100d8e98fe572698f701e5809711fd
+- &mistral03
+  url: "github:mudler/LocalAI/gallery/mistral-0.3.yaml@master" ## START Mistral
   name: "mistral-7b-instruct-v0.3"
   icon: https://cdn-avatars.huggingface.co/v1/production/uploads/62dac1c7a8ead43d20e3e17a/wrLf5yaGC6ng4XME70w6Z.png
   license: apache-2.0
@@ -6625,8 +6613,8 @@
     - filename: Wayfarer-12B-Q4_K_M.gguf
       sha256: 6cd9f290c820c64854fcdcfd312b066447acc2f63abe2e2e71af9bc4f1946c08
       uri: huggingface://bartowski/Wayfarer-12B-GGUF/Wayfarer-12B-Q4_K_M.gguf
-- &mudler  ### START mudler's LocalAI specific-models
-  url: "github:mudler/LocalAI/gallery/mudler.yaml@master"
+- &mudler
+  url: "github:mudler/LocalAI/gallery/mudler.yaml@master" ### START mudler's LocalAI specific-models
   name: "LocalAI-llama3-8b-function-call-v0.2"
   icon: "https://cdn-uploads.huggingface.co/production/uploads/647374aa7ff32a81ac6d35d4/us5JKi9z046p8K-cn_M0w.webp"
   license: llama3
@@ -6670,8 +6658,8 @@
     - filename: Mirai-Nova-Llama3-LocalAI-8B-v0.1-q4_k_m.bin
       sha256: 579cbb229f9c11d0330759ff4733102d2491615a4c61289e26c09d1b3a583fec
       uri: huggingface://mudler/Mirai-Nova-Llama3-LocalAI-8B-v0.1-GGUF/Mirai-Nova-Llama3-LocalAI-8B-v0.1-q4_k_m.bin
-- &parler-tts  ### START parler-tts
-  url: "github:mudler/LocalAI/gallery/parler-tts.yaml@master"
+- &parler-tts
+  url: "github:mudler/LocalAI/gallery/parler-tts.yaml@master" ### START parler-tts
   name: parler-tts-mini-v0.1
   overrides:
     parameters:
@@ -6687,8 +6675,8 @@
     - cpu
     - text-to-speech
     - python
-- &rerankers  ### START rerankers
-  url: "github:mudler/LocalAI/gallery/rerankers.yaml@master"
+- &rerankers
+  url: "github:mudler/LocalAI/gallery/rerankers.yaml@master" ### START rerankers
   name: cross-encoder
   parameters:
     model: cross-encoder
@@ -8939,8 +8927,8 @@
     - filename: Copus-2x8B.i1-Q4_K_M.gguf
       sha256: 685da1ba49e203e8f491105585143d76044286d4b4687bed37d325f6b55501e5
       uri: huggingface://mradermacher/Copus-2x8B-i1-GGUF/Copus-2x8B.i1-Q4_K_M.gguf
-- &yi-chat  ### Start Yi
-  url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
+- &yi-chat
+  url: "github:mudler/LocalAI/gallery/chatml.yaml@master" ### Start Yi
   icon: "https://github.com/01-ai/Yi/raw/main/assets/img/Yi_logo_icon_light.svg"
   name: "yi-1.5-9b-chat"
   license: apache-2.0
@@ -9150,8 +9138,8 @@
     - filename: Fimbulvetr-11B-v2-Q4_K_M-imat.gguf
       sha256: 3f309b59508342536a70edd6c4be6cf4f2cb97f2e32cbc79ad2ab3f4c02933a4
       uri: huggingface://Lewdiculous/Fimbulvetr-11B-v2-GGUF-IQ-Imatrix/Fimbulvetr-11B-v2-Q4_K_M-imat.gguf
-- &noromaid  ### Start noromaid
-  url: "github:mudler/LocalAI/gallery/noromaid.yaml@master"
+- &noromaid
+  url: "github:mudler/LocalAI/gallery/noromaid.yaml@master" ### Start noromaid
   name: "noromaid-13b-0.4-DPO"
   icon: https://cdn-uploads.huggingface.co/production/uploads/630dfb008df86f1e5becadc3/VKX2Z2yjZX5J8kXzgeCYO.png
   license: cc-by-nc-4.0
@@ -9170,8 +9158,8 @@
     - filename: Noromaid-13B-0.4-DPO.q4_k_m.gguf
       sha256: cb28e878d034fae3d0b43326c5fc1cfb4ab583b17c56e41d6ce023caec03c1c1
       uri: huggingface://NeverSleep/Noromaid-13B-0.4-DPO-GGUF/Noromaid-13B-0.4-DPO.q4_k_m.gguf
-- &wizardlm2  ### START Vicuna based
-  url: "github:mudler/LocalAI/gallery/wizardlm2.yaml@master"
+- &wizardlm2
+  url: "github:mudler/LocalAI/gallery/wizardlm2.yaml@master" ### START Vicuna based
   name: "wizardlm2-7b"
   description: |
     We introduce and opensource WizardLM-2, our next generation state-of-the-art large language models, which have improved performance on complex chat, multilingual, reasoning and agent. New family includes three cutting-edge models: WizardLM-2 8x22B, WizardLM-2 70B, and WizardLM-2 7B.
@@ -9225,8 +9213,8 @@
     - filename: moondream2-mmproj-f16.gguf
       sha256: 4cc1cb3660d87ff56432ebeb7884ad35d67c48c7b9f6b2856f305e39c38eed8f
       uri: huggingface://moondream/moondream2-gguf/moondream2-mmproj-f16.gguf
-- &llava  ### START LLaVa
-  name: "llava-1.6-vicuna"
+- &llava
+  name: "llava-1.6-vicuna" ### START LLaVa
   icon: https://github.com/lobehub/lobe-icons/raw/master/packages/static-png/dark/llava-color.png
   url: "github:mudler/LocalAI/gallery/llava.yaml@master"
   license: apache-2.0
@@ -9639,8 +9627,8 @@
       sha256: 010ec3ba94cb5ad2d9c8f95f46f01c6d80f83deab9df0a0831334ea45afff3e2
       uri: huggingface://openbmb/MiniCPM-Llama3-V-2_5-gguf/ggml-model-Q4_K_M.gguf
     - filename: minicpm-llama3-mmproj-f16.gguf
-      sha256: 391d11736c3cd24a90417c47b0c88975e86918fcddb1b00494c4d715b08af13e
       uri: huggingface://openbmb/MiniCPM-Llama3-V-2_5-gguf/mmproj-model-f16.gguf
+      sha256: 2c2d773537faf6a7e093655d0d5e14801ef0b2121c6c3e1981ce094c2b62f4f9
 - !!merge <<: *llama3
   name: "llama-3-cursedstock-v1.8-8b-iq-imatrix"
   urls:
@@ -10082,8 +10070,8 @@
     - filename: Freyja-v4.95-maldv-7b-NON-FICTION.i1-Q4_K_M.gguf
       sha256: cdc0f4de6df2ba120835fbd25c2a0ae2af8548f46d2c40c7a018c51c3d19e0c0
       uri: huggingface://mradermacher/Freyja-v4.95-maldv-7b-NON-FICTION-i1-GGUF/Freyja-v4.95-maldv-7b-NON-FICTION.i1-Q4_K_M.gguf
-- &chatml  ### ChatML
-  url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
+- &chatml
+  url: "github:mudler/LocalAI/gallery/chatml.yaml@master" ### ChatML
   name: "una-thepitbull-21.4b-v2"
   license: afl-3.0
   icon: https://huggingface.co/fblgit/UNA-ThePitbull-21.4B-v2/resolve/main/DE-UNA-ThePitbull-21.4B-v2.png
@@ -10367,8 +10355,8 @@
     - filename: Triangulum-10B.Q4_K_M.gguf
       sha256: dd071f99edf6b166044bf229cdeec19419c4c348e3fc3d6587cfcc55e6fb85fa
       uri: huggingface://mradermacher/Triangulum-10B-GGUF/Triangulum-10B.Q4_K_M.gguf
-- &command-R  ### START Command-r
-  url: "github:mudler/LocalAI/gallery/command-r.yaml@master"
+- &command-R
+  url: "github:mudler/LocalAI/gallery/command-r.yaml@master" ### START Command-r
   name: "command-r-v01:q1_s"
   license: "cc-by-nc-4.0"
   icon: https://cdn.sanity.io/images/rjtqmwfu/production/ae020d94b599cc453cc09ebc80be06d35d953c23-102x18.svg
@@ -10422,8 +10410,8 @@
     - filename: "aya-23-35B-Q4_K_M.gguf"
       sha256: "57824768c1a945e21e028c8e9a29b39adb4838d489f5865c82601ab9ad98065d"
       uri: "huggingface://bartowski/aya-23-35B-GGUF/aya-23-35B-Q4_K_M.gguf"
-- &phi-2-chat  ### START Phi-2
-  url: "github:mudler/LocalAI/gallery/phi-2-chat.yaml@master"
+- &phi-2-chat
+  url: "github:mudler/LocalAI/gallery/phi-2-chat.yaml@master" ### START Phi-2
   license: mit
   description: |
     Phi-2 fine-tuned by the OpenHermes 2.5 dataset optimised for multi-turn conversation and character impersonation.
@@ -10544,8 +10532,8 @@
     - filename: internlm3-8b-instruct-Q4_K_M.gguf
       uri: huggingface://bartowski/internlm3-8b-instruct-GGUF/internlm3-8b-instruct-Q4_K_M.gguf
       sha256: 2a9644687318e8659c9cf9b40730d5cc2f5af06f786a50439c7c51359b23896e
-- &phi-3  ### START Phi-3
-  url: "github:mudler/LocalAI/gallery/phi-3-chat.yaml@master"
+- &phi-3
+  url: "github:mudler/LocalAI/gallery/phi-3-chat.yaml@master" ### START Phi-3
   name: "phi-3-mini-4k-instruct"
   icon: https://avatars.githubusercontent.com/u/6154722
   license: mit
@@ -10744,8 +10732,8 @@
     - filename: Phi-3.5-MoE-instruct-Q4_K_M.gguf
       sha256: 43e91bb720869bd8a92d8eb86bc3c74a52c49cf61642ca709b3d7bb89644df36
       uri: huggingface://bartowski/Phi-3.5-MoE-instruct-GGUF/Phi-3.5-MoE-instruct-Q4_K_M.gguf
-- &hermes-2-pro-mistral  ### START Hermes
-  url: "github:mudler/LocalAI/gallery/hermes-2-pro-mistral.yaml@master"
+- &hermes-2-pro-mistral
+  url: "github:mudler/LocalAI/gallery/hermes-2-pro-mistral.yaml@master" ### START Hermes
   name: "hermes-2-pro-mistral"
   icon: https://cdn-uploads.huggingface.co/production/uploads/6317aade83d8d2fd903192d9/ggO2sBDJ8Bhc6w-zwTx5j.png
   license: apache-2.0
@@ -11080,8 +11068,8 @@
     - filename: "galatolo-Q4_K.gguf"
       sha256: "ca0cfd5a9ad40dc16416aa3a277015d0299b62c0803b67f5709580042202c172"
       uri: "huggingface://galatolo/cerbero-7b-gguf/ggml-model-Q4_K.gguf"
-- &codellama  ### START Codellama
-  url: "github:mudler/LocalAI/gallery/codellama.yaml@master"
+- &codellama
+  url: "github:mudler/LocalAI/gallery/codellama.yaml@master" ### START Codellama
   name: "codellama-7b"
   license: llama2
   description: |
@@ -11211,8 +11199,8 @@
     - filename: "llm-compiler-7b-ftd.Q4_K.gguf"
       uri: "huggingface://legraphista/llm-compiler-7b-ftd-IMat-GGUF/llm-compiler-7b-ftd.Q4_K.gguf"
       sha256: d862dd18ed335413787d0ad196522a9902a3c10a6456afdab8721822cb0ddde8
-- &openvino  ### START OpenVINO
-  url: "github:mudler/LocalAI/gallery/openvino.yaml@master"
+- &openvino
+  url: "github:mudler/LocalAI/gallery/openvino.yaml@master" ### START OpenVINO
   name: "openvino-llama-3-8b-instruct-ov-int8"
   license: llama3
   urls:
@@ -11325,8 +11313,8 @@
     - gpu
     - embedding
     - cpu
-- &sentencentransformers  ### START Embeddings
-  description: |
+- &sentencentransformers
+  description: | ### START Embeddings
     This framework provides an easy method to compute dense vector representations for sentences, paragraphs, and images. The models are based on transformer networks like BERT / RoBERTa / XLM-RoBERTa etc. and achieve state-of-the-art performance in various tasks. Text is embedded in vector space such that similar text are closer and can efficiently be found using cosine similarity.
   urls:
     - https://github.com/UKPLab/sentence-transformers
@@ -11340,8 +11328,8 @@
   overrides:
     parameters:
       model: all-MiniLM-L6-v2
-- &dreamshaper  ### START Image generation
-  name: dreamshaper
+- &dreamshaper
+  name: dreamshaper ### START Image generation
   icon: https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/dd9b038c-bd15-43ab-86ab-66e145ad7ff2/width=450/26072158-132340247-8k%20portrait%20of%20beautiful%20cyborg%20with%20brown%20hair,%20intricate,%20elegant,%20highly%20detailed,%20majestic,%20digital%20photography,%20art%20by%20artg_ed.jpeg
   license: other
   description: |
@@ -11538,8 +11526,8 @@
     - filename: t5xxl_fp16.safetensors
       sha256: 6e480b09fae049a72d2a8c5fbccb8d3e92febeb233bbe9dfe7256958a9167635
       uri: https://huggingface.co/comfyanonymous/flux_text_encoders/resolve/main/t5xxl_fp16.safetensors
-- &whisper  ## Whisper
-  url: "github:mudler/LocalAI/gallery/whisper-base.yaml@master"
+- &whisper
+  url: "github:mudler/LocalAI/gallery/whisper-base.yaml@master" ## Whisper
   name: "whisper-1"
   icon: https://avatars.githubusercontent.com/u/14957082
   license: "MIT"
@@ -11720,8 +11708,8 @@
     Stable Diffusion in NCNN with c++, supported txt2img and img2img
   name: stablediffusion-cpp
   icon: https://avatars.githubusercontent.com/u/100950301
-- &piper  ## Piper TTS
-  url: github:mudler/LocalAI/gallery/piper.yaml@master
+- &piper
+  url: github:mudler/LocalAI/gallery/piper.yaml@master ## Piper TTS
   name: voice-en-us-kathleen-low
   icon: https://github.com/rhasspy/piper/raw/master/etc/logo.png
   license: mit

From af41436f1bf40fca937990ae6bede9dd3f6f0cd0 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 31 Jan 2025 09:57:58 +0100
Subject: [PATCH 119/679] fix(tests): pin to branch for config used in tests
 (#4721)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 core/config/backend_config_test.go          | 4 ++--
 core/http/app_test.go                       | 4 ++--
 docs/content/docs/features/model-gallery.md | 4 ++--
 3 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/core/config/backend_config_test.go b/core/config/backend_config_test.go
index 04eacb7e..e6a54b89 100644
--- a/core/config/backend_config_test.go
+++ b/core/config/backend_config_test.go
@@ -48,9 +48,9 @@ parameters:
 			Expect(config.Name).To(Equal("bar-baz"))
 			Expect(config.Validate()).To(BeTrue())
 
-			// download https://raw.githubusercontent.com/mudler/LocalAI/master/embedded/models/hermes-2-pro-mistral.yaml
+			// download https://raw.githubusercontent.com/mudler/LocalAI/v2.25.0/embedded/models/hermes-2-pro-mistral.yaml
 			httpClient := http.Client{}
-			resp, err := httpClient.Get("https://raw.githubusercontent.com/mudler/LocalAI/master/embedded/models/hermes-2-pro-mistral.yaml")
+			resp, err := httpClient.Get("https://raw.githubusercontent.com/mudler/LocalAI/v2.25.0/embedded/models/hermes-2-pro-mistral.yaml")
 			Expect(err).To(BeNil())
 			defer resp.Body.Close()
 			tmp, err = os.CreateTemp("", "config.yaml")
diff --git a/core/http/app_test.go b/core/http/app_test.go
index f57a3ea7..bc4ecfae 100644
--- a/core/http/app_test.go
+++ b/core/http/app_test.go
@@ -476,7 +476,7 @@ var _ = Describe("API test", func() {
 			})
 			It("apply models from config", func() {
 				response := postModelApplyRequest("http://127.0.0.1:9090/models/apply", modelApplyRequest{
-					ConfigURL: "https://raw.githubusercontent.com/mudler/LocalAI/master/embedded/models/hermes-2-pro-mistral.yaml",
+					ConfigURL: "https://raw.githubusercontent.com/mudler/LocalAI/v2.25.0/embedded/models/hermes-2-pro-mistral.yaml",
 				})
 
 				Expect(response["uuid"]).ToNot(BeEmpty(), fmt.Sprint(response))
@@ -600,7 +600,7 @@ var _ = Describe("API test", func() {
 
 				modelName := "hermes-2-pro-mistral"
 				response := postModelApplyRequest("http://127.0.0.1:9090/models/apply", modelApplyRequest{
-					ConfigURL: "https://raw.githubusercontent.com/mudler/LocalAI/master/embedded/models/hermes-2-pro-mistral.yaml",
+					ConfigURL: "https://raw.githubusercontent.com/mudler/LocalAI/v2.25.0/embedded/models/hermes-2-pro-mistral.yaml",
 				})
 
 				Expect(response["uuid"]).ToNot(BeEmpty(), fmt.Sprint(response))
diff --git a/docs/content/docs/features/model-gallery.md b/docs/content/docs/features/model-gallery.md
index c17a5946..6943866a 100644
--- a/docs/content/docs/features/model-gallery.md
+++ b/docs/content/docs/features/model-gallery.md
@@ -134,12 +134,12 @@ curl $LOCALAI/models/apply -H "Content-Type: application/json" -d '{
    }' 
 ```
 
-An example that installs openllama can be:
+An example that installs hermes-2-pro-mistral can be:
    
 ```bash
 LOCALAI=http://localhost:8080
 curl $LOCALAI/models/apply -H "Content-Type: application/json" -d '{
-     "config_url": "https://raw.githubusercontent.com/mudler/LocalAI/master/embedded/models/hermes-2-pro-mistral.yaml"
+     "config_url": "https://raw.githubusercontent.com/mudler/LocalAI/v2.25.0/embedded/models/hermes-2-pro-mistral.yaml"
    }' 
 ```
 

From 7badaf78a0e283a6dc259fd204ba8b76b9f53dc7 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Fri, 31 Jan 2025 12:31:46 +0100
Subject: [PATCH 120/679] chore: :arrow_up: Update ggerganov/llama.cpp to
 `8b576b6c55bc4e6be898b47522f0ef402b93ef62` (#4722)

:arrow_up: Update ggerganov/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
Co-authored-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 5b903d7d..0f91a5db 100644
--- a/Makefile
+++ b/Makefile
@@ -8,7 +8,7 @@ DETECT_LIBS?=true
 # llama.cpp versions
 GOLLAMA_REPO?=https://github.com/go-skynet/go-llama.cpp
 GOLLAMA_VERSION?=2b57a8ae43e4699d3dc5d1496a1ccd42922993be
-CPPLLAMA_VERSION?=eb7cf15a808d4d7a71eef89cc6a9b96fe82989dc
+CPPLLAMA_VERSION?=8b576b6c55bc4e6be898b47522f0ef402b93ef62
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From ff07612bfa504bc25faf6c34bb901b7c9409509c Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 31 Jan 2025 14:45:42 +0100
Subject: [PATCH 121/679] chore(model gallery): add
 mistral-small-24b-instruct-2501 (#4725)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 17 +++++++++++++++++
 1 file changed, 17 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 98c3a782..f509d343 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -6613,6 +6613,23 @@
     - filename: Wayfarer-12B-Q4_K_M.gguf
       sha256: 6cd9f290c820c64854fcdcfd312b066447acc2f63abe2e2e71af9bc4f1946c08
       uri: huggingface://bartowski/Wayfarer-12B-GGUF/Wayfarer-12B-Q4_K_M.gguf
+- !!merge <<: *mistral03
+  name: "mistral-small-24b-instruct-2501"
+  urls:
+    - https://huggingface.co/mistralai/Mistral-Small-24B-Instruct-2501
+    - https://huggingface.co/bartowski/Mistral-Small-24B-Instruct-2501-GGUF
+  description: |
+    Mistral Small 3 ( 2501 ) sets a new benchmark in the "small" Large Language Models category below 70B, boasting 24B parameters and achieving state-of-the-art capabilities comparable to larger models!
+    This model is an instruction-fine-tuned version of the base model: Mistral-Small-24B-Base-2501.
+
+    Mistral Small can be deployed locally and is exceptionally "knowledge-dense", fitting in a single RTX 4090 or a 32GB RAM MacBook once quantized.
+  overrides:
+    parameters:
+      model: Mistral-Small-24B-Instruct-2501-Q4_K_M.gguf
+  files:
+    - filename: Mistral-Small-24B-Instruct-2501-Q4_K_M.gguf
+      sha256: d1a6d049f09730c3f8ba26cf6b0b60c89790b5fdafa9a59c819acdfe93fffd1b
+      uri: huggingface://bartowski/Mistral-Small-24B-Instruct-2501-GGUF/Mistral-Small-24B-Instruct-2501-Q4_K_M.gguf
 - &mudler
   url: "github:mudler/LocalAI/gallery/mudler.yaml@master" ### START mudler's LocalAI specific-models
   name: "LocalAI-llama3-8b-function-call-v0.2"

From e0d90b173b5af15386c96f450822fdb3617b1c4e Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 31 Jan 2025 14:49:02 +0100
Subject: [PATCH 122/679] chore(model gallery): add tinyswallow-1.5b-instruct
 (#4726)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index f509d343..e9200537 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -3462,6 +3462,20 @@
     - filename: OpenThinker-7B-Q4_K_M.gguf
       sha256: 94dff1a7acd685db5cff7afdb837aab8172e06d65fe6179ba47428e3030acd93
       uri: huggingface://bartowski/OpenThinker-7B-GGUF/OpenThinker-7B-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "tinyswallow-1.5b-instruct"
+  urls:
+    - https://huggingface.co/SakanaAI/TinySwallow-1.5B-Instruct
+    - https://huggingface.co/bartowski/TinySwallow-1.5B-Instruct-GGUF
+  description: |
+    TinySwallow-1.5B-Instruct is an instruction-tuned version of TinySwallow-1.5B, created through TAID (Temporally Adaptive Interpolated Distillation), our new knowledge distillation method. We used Qwen2.5-32B-Instruct as the teacher model and Qwen2.5-1.5B-Instruct as the student model. The model has been further instruction-tuned to enhance its ability to follow instructions and engage in conversations in Japanese.
+  overrides:
+    parameters:
+      model: TinySwallow-1.5B-Instruct-Q4_K_M.gguf
+  files:
+    - filename: TinySwallow-1.5B-Instruct-Q4_K_M.gguf
+      sha256: 4d409c8873c1650a19c0a7a1c051e342613191a487768fe0d29735b9361079cd
+      uri: huggingface://bartowski/TinySwallow-1.5B-Instruct-GGUF/TinySwallow-1.5B-Instruct-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From f1763aabf22da70552e1bc0a100444ba0b64496e Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 31 Jan 2025 14:53:39 +0100
Subject: [PATCH 123/679] chore(model gallery): add taid-llm-1.5b (#4727)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index e9200537..c6d2ba61 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -5995,6 +5995,21 @@
     - filename: minicpm-v-2_6-mmproj-f16.gguf
       uri: huggingface://openbmb/MiniCPM-V-2_6-gguf/mmproj-model-f16.gguf
       sha256: 4485f68a0f1aa404c391e788ea88ea653c100d8e98fe572698f701e5809711fd
+- !!merge <<: *qwen2
+  name: "taid-llm-1.5b"
+  icon: https://sakana.ai/assets/taid-jp/cover_large.jpeg
+  urls:
+    - https://huggingface.co/SakanaAI/TAID-LLM-1.5B
+    - https://huggingface.co/bartowski/TAID-LLM-1.5B-GGUF
+  description: |
+    TAID-LLM-1.5B is an English language model created through TAID (Temporally Adaptive Interpolated Distillation), our new knowledge distillation method. We used Qwen2-72B-Instruct as the teacher model and Qwen2-1.5B-Instruct as the student model.
+  overrides:
+    parameters:
+      model: TAID-LLM-1.5B-Q4_K_M.gguf
+  files:
+    - filename: TAID-LLM-1.5B-Q4_K_M.gguf
+      sha256: dbffc989d12d42ef8e4a2994e102d7ec7a02c49ec08ea2e35426372ad07b4cd8
+      uri: huggingface://bartowski/TAID-LLM-1.5B-GGUF/TAID-LLM-1.5B-Q4_K_M.gguf
 - &mistral03
   url: "github:mudler/LocalAI/gallery/mistral-0.3.yaml@master" ## START Mistral
   name: "mistral-7b-instruct-v0.3"

From 732042e5c66ab077f515805c44615dcbe26189ef Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Fri, 31 Jan 2025 23:31:00 +0100
Subject: [PATCH 124/679] chore: :arrow_up: Update ggerganov/llama.cpp to
 `aa6fb1321333fae8853d0cdc26bcb5d438e650a1` (#4728)

:arrow_up: Update ggerganov/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 0f91a5db..ac32a37b 100644
--- a/Makefile
+++ b/Makefile
@@ -8,7 +8,7 @@ DETECT_LIBS?=true
 # llama.cpp versions
 GOLLAMA_REPO?=https://github.com/go-skynet/go-llama.cpp
 GOLLAMA_VERSION?=2b57a8ae43e4699d3dc5d1496a1ccd42922993be
-CPPLLAMA_VERSION?=8b576b6c55bc4e6be898b47522f0ef402b93ef62
+CPPLLAMA_VERSION?=aa6fb1321333fae8853d0cdc26bcb5d438e650a1
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From ba2f426e3e03615a73f612ba2c21e87923d4cad1 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 1 Feb 2025 10:12:15 +0100
Subject: [PATCH 125/679] chore(model gallery): add
 fuseo1-deekseekr1-qwq-skyt1-32b-preview (#4731)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index c6d2ba61..a3f90ca4 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -5609,6 +5609,20 @@
     - filename: FuseO1-DeepSeekR1-QwQ-32B-Preview-Q4_K_M.gguf
       sha256: 16f1fb6bf76bb971a7a63e1a68cddd09421f4a767b86eec55eed1e08178f78f2
       uri: huggingface://bartowski/FuseO1-DeepSeekR1-QwQ-32B-Preview-GGUF/FuseO1-DeepSeekR1-QwQ-32B-Preview-Q4_K_M.gguf
+- !!merge <<: *deepseek-r1
+  name: "fuseo1-deekseekr1-qwq-skyt1-32b-preview"
+  urls:
+    - https://huggingface.co/FuseAI/FuseO1-DeepSeekR1-QwQ-SkyT1-32B-Preview
+    - https://huggingface.co/bartowski/FuseO1-DeekSeekR1-QwQ-SkyT1-32B-Preview-GGUF
+  description: |
+    FuseO1-Preview is our initial endeavor to enhance the System-II reasoning capabilities of large language models (LLMs) through innovative model fusion techniques. By employing our advanced SCE merging methodologies, we integrate multiple open-source o1-like LLMs into a unified model. Our goal is to incorporate the distinct knowledge and strengths from different reasoning LLMs into a single, unified model with strong System-II reasoning abilities, particularly in mathematics, coding, and science domains.
+  overrides:
+    parameters:
+      model: FuseO1-DeekSeekR1-QwQ-SkyT1-32B-Preview-Q4_K_M.gguf
+  files:
+    - filename: FuseO1-DeekSeekR1-QwQ-SkyT1-32B-Preview-Q4_K_M.gguf
+      sha256: 13911dd4a62d4714a3447bc288ea9d49dbe575a91cab9e8f645057f1d8e1100e
+      uri: huggingface://bartowski/FuseO1-DeekSeekR1-QwQ-SkyT1-32B-Preview-GGUF/FuseO1-DeekSeekR1-QwQ-SkyT1-32B-Preview-Q4_K_M.gguf
 - &qwen2
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master" ## Start QWEN2
   name: "qwen2-7b-instruct"

From d79f02ea0953644ef8bf1c422765a7d7a7c15c6d Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Sat, 1 Feb 2025 22:45:26 +0100
Subject: [PATCH 126/679] chore: :arrow_up: Update ggerganov/llama.cpp to
 `53debe6f3c9cca87e9520a83ee8c14d88977afa4` (#4732)

:arrow_up: Update ggerganov/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index ac32a37b..b97a8940 100644
--- a/Makefile
+++ b/Makefile
@@ -8,7 +8,7 @@ DETECT_LIBS?=true
 # llama.cpp versions
 GOLLAMA_REPO?=https://github.com/go-skynet/go-llama.cpp
 GOLLAMA_VERSION?=2b57a8ae43e4699d3dc5d1496a1ccd42922993be
-CPPLLAMA_VERSION?=aa6fb1321333fae8853d0cdc26bcb5d438e650a1
+CPPLLAMA_VERSION?=53debe6f3c9cca87e9520a83ee8c14d88977afa4
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 1d6afbd65d24b46c74f71f4b593f359efb54bae3 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 2 Feb 2025 13:25:03 +0100
Subject: [PATCH 127/679] feat(llama.cpp): Add support to grammar triggers
 (#4733)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 backend/backend.proto             |  7 +++++++
 backend/cpp/llama/grpc-server.cpp | 20 ++++++++++++++++++++
 core/backend/options.go           | 10 ++++++++++
 pkg/functions/parse.go            | 10 +++++++++-
 4 files changed, 46 insertions(+), 1 deletion(-)

diff --git a/backend/backend.proto b/backend/backend.proto
index fea4214f..bd75adc5 100644
--- a/backend/backend.proto
+++ b/backend/backend.proto
@@ -163,6 +163,11 @@ message Reply {
   double timing_token_generation = 5;
 }
 
+message GrammarTrigger {
+  string word = 1;
+  bool at_start = 2; 
+}
+
 message ModelOptions {
   string Model = 1;
   int32 ContextSize = 2;
@@ -247,6 +252,8 @@ message ModelOptions {
 
   string CacheTypeKey = 63;
   string CacheTypeValue = 64;
+
+  repeated GrammarTrigger GrammarTriggers = 65;
 }
 
 message Result {
diff --git a/backend/cpp/llama/grpc-server.cpp b/backend/cpp/llama/grpc-server.cpp
index 9aeb34db..1e9a3551 100644
--- a/backend/cpp/llama/grpc-server.cpp
+++ b/backend/cpp/llama/grpc-server.cpp
@@ -468,6 +468,9 @@ struct llama_server_context
     bool add_bos_token      = true;
     bool has_eos_token      = true;
 
+    bool grammar_lazy = false;
+    std::vector<common_grammar_trigger> grammar_trigger_words;
+
     int32_t n_ctx;  // total context for all clients / slots
 
     // system prompt
@@ -706,6 +709,8 @@ struct llama_server_context
         slot->sparams.grammar           = json_value(data, "grammar",           default_sparams.grammar);
         slot->sparams.n_probs           = json_value(data, "n_probs",           default_sparams.n_probs);
         slot->sparams.min_keep          = json_value(data, "min_keep",          default_sparams.min_keep);
+        slot->sparams.grammar_trigger_words = grammar_trigger_words;
+        slot->sparams.grammar_lazy = grammar_lazy;
 
         if (slot->n_predict > 0 && slot->params.n_predict > slot->n_predict) {
             // Might be better to reject the request with a 400 ?
@@ -2374,6 +2379,21 @@ static void params_parse(const backend::ModelOptions* request,
     if ( request->ropefreqscale() != 0.0f ) {
         params.rope_freq_scale = request->ropefreqscale();
     }
+
+    if (request->grammartriggers_size() > 0) {
+        LOG_INFO("configuring grammar triggers", {});
+        llama.grammar_lazy = true;
+        for (int i = 0; i < request->grammartriggers_size(); i++) {
+            common_grammar_trigger trigger;
+            trigger.word = request->grammartriggers(i).word();
+            trigger.at_start = request->grammartriggers(i).at_start();
+            llama.grammar_trigger_words.push_back(trigger);
+            LOG_INFO("grammar trigger", {
+                { "word", trigger.word },
+                { "at_start", trigger.at_start }
+            });
+        }
+    }
 }
 
 
diff --git a/core/backend/options.go b/core/backend/options.go
index 92a42893..3201142d 100644
--- a/core/backend/options.go
+++ b/core/backend/options.go
@@ -118,9 +118,19 @@ func grpcModelOpts(c config.BackendConfig) *pb.ModelOptions {
 		nGPULayers = *c.NGPULayers
 	}
 
+	triggers := make([]*pb.GrammarTrigger, 0)
+	for _, t := range c.FunctionsConfig.GrammarConfig.GrammarTriggers {
+		triggers = append(triggers, &pb.GrammarTrigger{
+			Word:    t.Word,
+			AtStart: t.AtStart,
+		})
+
+	}
+
 	return &pb.ModelOptions{
 		CUDA:                 c.CUDA || c.Diffusers.CUDA,
 		SchedulerType:        c.Diffusers.SchedulerType,
+		GrammarTriggers:      triggers,
 		PipelineType:         c.Diffusers.PipelineType,
 		CFGScale:             c.CFGScale,
 		LoraAdapter:          c.LoraAdapter,
diff --git a/pkg/functions/parse.go b/pkg/functions/parse.go
index 50cbb27b..30338ffd 100644
--- a/pkg/functions/parse.go
+++ b/pkg/functions/parse.go
@@ -47,6 +47,14 @@ type GrammarConfig struct {
 	// SchemaType can be configured to use a specific schema type to force the grammar
 	// available : json, llama3.1
 	SchemaType string `yaml:"schema_type"`
+
+	GrammarTriggers []GrammarTrigger `yaml:"triggers"`
+}
+
+type GrammarTrigger struct {
+	// Trigger is the string that triggers the grammar
+	Word    string `yaml:"word"`
+	AtStart bool   `yaml:"at_start"`
 }
 
 // FunctionsConfig is the configuration for the tool/function call.
@@ -361,6 +369,6 @@ func ParseFunctionCallArgs(functionArguments string, functionConfig FunctionsCon
 	}
 
 	jsonBytes, _ := json.Marshal(args)
-	
+
 	return string(jsonBytes)
 }

From 03974a4dd456d83f51ccccf6aef486cda71741ce Mon Sep 17 00:00:00 2001
From: Shraddha <shraddha@shraddhafive.in>
Date: Sun, 2 Feb 2025 23:09:43 +0530
Subject: [PATCH 128/679] feat: tokenization with llama.cpp (#4724)

feat: tokenization

Signed-off-by: shraddhazpy <shraddha@shraddhafive.in>
---
 backend/cpp/llama/grpc-server.cpp       | 12 ++++++++++++
 core/backend/tokenize.go                | 11 +++++------
 core/http/endpoints/localai/tokenize.go |  5 ++---
 3 files changed, 19 insertions(+), 9 deletions(-)

diff --git a/backend/cpp/llama/grpc-server.cpp b/backend/cpp/llama/grpc-server.cpp
index 1e9a3551..4daf84c6 100644
--- a/backend/cpp/llama/grpc-server.cpp
+++ b/backend/cpp/llama/grpc-server.cpp
@@ -2542,6 +2542,18 @@ public:
         return grpc::Status::OK;
     }
 
+    grpc::Status TokenizeString(ServerContext* context, const backend::PredictOptions* request, backend::TokenizationResponse* response){
+         json data = parse_options(false, request, llama);
+
+         std::vector<llama_token> tokens = llama.tokenize(data["prompt"],false);
+
+         for (int i=0 ; i< tokens.size(); i++){
+            response->add_tokens(tokens[i]);
+         }
+
+        return grpc::Status::OK;
+    }
+
     grpc::Status GetMetrics(ServerContext* context, const backend::MetricsRequest* request, backend::MetricsResponse* response) {
         llama_client_slot* active_slot = llama.get_active_slot();
 
diff --git a/core/backend/tokenize.go b/core/backend/tokenize.go
index 2f813e18..1783083b 100644
--- a/core/backend/tokenize.go
+++ b/core/backend/tokenize.go
@@ -16,12 +16,7 @@ func ModelTokenize(s string, loader *model.ModelLoader, backendConfig config.Bac
 
 	opts := ModelOptions(backendConfig, appConfig, model.WithModel(modelFile))
 
-	if backendConfig.Backend == "" {
-		inferenceModel, err = loader.Load(opts...)
-	} else {
-		opts = append(opts, model.WithBackendString(backendConfig.Backend))
-		inferenceModel, err = loader.Load(opts...)
-	}
+	inferenceModel, err = loader.Load(opts...)
 	if err != nil {
 		return schema.TokenizeResponse{}, err
 	}
@@ -35,6 +30,10 @@ func ModelTokenize(s string, loader *model.ModelLoader, backendConfig config.Bac
 		return schema.TokenizeResponse{}, err
 	}
 
+	if resp.Tokens == nil {
+		resp.Tokens = make([]int32, 0)
+	}
+
 	return schema.TokenizeResponse{
 		Tokens: resp.Tokens,
 	}, nil
diff --git a/core/http/endpoints/localai/tokenize.go b/core/http/endpoints/localai/tokenize.go
index da110bf8..faa8a0a4 100644
--- a/core/http/endpoints/localai/tokenize.go
+++ b/core/http/endpoints/localai/tokenize.go
@@ -12,6 +12,7 @@ import (
 
 // TokenizeEndpoint exposes a REST API to tokenize the content
 // @Summary Tokenize the input.
+// @Param request body schema.TokenizeRequest true "Request"
 // @Success 200 {object} schema.TokenizeResponse "Response"
 // @Router /v1/tokenize [post]
 func TokenizeEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, appConfig *config.ApplicationConfig) func(c *fiber.Ctx) error {
@@ -51,8 +52,6 @@ func TokenizeEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, app
 			return err
 		}
 
-		c.JSON(tokenResponse)
-		return nil
-
+		return c.JSON(tokenResponse)
 	}
 }

From a37fa8d9c44bffa5df6bf442c5c8a54a639bcef3 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Sun, 2 Feb 2025 23:18:30 +0100
Subject: [PATCH 129/679] chore: :arrow_up: Update ggerganov/llama.cpp to
 `90f9b88afb6447d3929843a2aa98c0f11074762d` (#4736)

:arrow_up: Update ggerganov/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index b97a8940..3e9446b4 100644
--- a/Makefile
+++ b/Makefile
@@ -8,7 +8,7 @@ DETECT_LIBS?=true
 # llama.cpp versions
 GOLLAMA_REPO?=https://github.com/go-skynet/go-llama.cpp
 GOLLAMA_VERSION?=2b57a8ae43e4699d3dc5d1496a1ccd42922993be
-CPPLLAMA_VERSION?=53debe6f3c9cca87e9520a83ee8c14d88977afa4
+CPPLLAMA_VERSION?=90f9b88afb6447d3929843a2aa98c0f11074762d
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 52fadeded128c4e06bd7b72d4b64db7e58089cd3 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Mon, 3 Feb 2025 10:16:42 +0100
Subject: [PATCH 130/679] feat(swagger): update swagger (#4735)

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 swagger/docs.go      | 22 ++++++++++++++++++++++
 swagger/swagger.json | 22 ++++++++++++++++++++++
 swagger/swagger.yaml | 14 ++++++++++++++
 3 files changed, 58 insertions(+)

diff --git a/swagger/docs.go b/swagger/docs.go
index 43bc8822..f1050e85 100644
--- a/swagger/docs.go
+++ b/swagger/docs.go
@@ -765,6 +765,17 @@ const docTemplate = `{
         "/v1/tokenize": {
             "post": {
                 "summary": "Tokenize the input.",
+                "parameters": [
+                    {
+                        "description": "Request",
+                        "name": "request",
+                        "in": "body",
+                        "required": true,
+                        "schema": {
+                            "$ref": "#/definitions/schema.TokenizeRequest"
+                        }
+                    }
+                ],
                 "responses": {
                     "200": {
                         "description": "Response",
@@ -1838,6 +1849,17 @@ const docTemplate = `{
                 }
             }
         },
+        "schema.TokenizeRequest": {
+            "type": "object",
+            "properties": {
+                "content": {
+                    "type": "string"
+                },
+                "model": {
+                    "type": "string"
+                }
+            }
+        },
         "schema.TokenizeResponse": {
             "type": "object",
             "properties": {
diff --git a/swagger/swagger.json b/swagger/swagger.json
index 7d39e5e9..b2d02ea2 100644
--- a/swagger/swagger.json
+++ b/swagger/swagger.json
@@ -758,6 +758,17 @@
         "/v1/tokenize": {
             "post": {
                 "summary": "Tokenize the input.",
+                "parameters": [
+                    {
+                        "description": "Request",
+                        "name": "request",
+                        "in": "body",
+                        "required": true,
+                        "schema": {
+                            "$ref": "#/definitions/schema.TokenizeRequest"
+                        }
+                    }
+                ],
                 "responses": {
                     "200": {
                         "description": "Response",
@@ -1831,6 +1842,17 @@
                 }
             }
         },
+        "schema.TokenizeRequest": {
+            "type": "object",
+            "properties": {
+                "content": {
+                    "type": "string"
+                },
+                "model": {
+                    "type": "string"
+                }
+            }
+        },
         "schema.TokenizeResponse": {
             "type": "object",
             "properties": {
diff --git a/swagger/swagger.yaml b/swagger/swagger.yaml
index e747464f..e7b9e625 100644
--- a/swagger/swagger.yaml
+++ b/swagger/swagger.yaml
@@ -705,6 +705,13 @@ definitions:
         description: voice audio file or speaker id
         type: string
     type: object
+  schema.TokenizeRequest:
+    properties:
+      content:
+        type: string
+      model:
+        type: string
+    type: object
   schema.TokenizeResponse:
     properties:
       tokens:
@@ -1216,6 +1223,13 @@ paths:
       summary: Get TokenMetrics for Active Slot.
   /v1/tokenize:
     post:
+      parameters:
+      - description: Request
+        in: body
+        name: request
+        required: true
+        schema:
+          $ref: '#/definitions/schema.TokenizeRequest'
       responses:
         "200":
           description: Response

From ed0094c3d05c9e598d6b1c324115304e5bb4569f Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 3 Feb 2025 10:30:07 +0100
Subject: [PATCH 131/679] chore(model gallery): add steelskull_l3.3-damascus-r1
 (#4737)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 29 +++++++++++++++++++++++++++++
 1 file changed, 29 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index a3f90ca4..dfa328f9 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -5623,6 +5623,35 @@
     - filename: FuseO1-DeekSeekR1-QwQ-SkyT1-32B-Preview-Q4_K_M.gguf
       sha256: 13911dd4a62d4714a3447bc288ea9d49dbe575a91cab9e8f645057f1d8e1100e
       uri: huggingface://bartowski/FuseO1-DeekSeekR1-QwQ-SkyT1-32B-Preview-GGUF/FuseO1-DeekSeekR1-QwQ-SkyT1-32B-Preview-Q4_K_M.gguf
+- !!merge <<: *deepseek-r1
+  name: "steelskull_l3.3-damascus-r1"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/64545af5ec40bbbd01242ca6/iIzpqHDb9wU181AzfrjZy.png
+  urls:
+    - https://huggingface.co/Steelskull/L3.3-Damascus-R1
+    - https://huggingface.co/bartowski/Steelskull_L3.3-Damascus-R1-GGUF
+  description: |
+    Damascus-R1 builds upon some elements of the Nevoria foundation but represents a significant step forward with a completely custom-made DeepSeek R1 Distill base: Hydroblated-R1-V3. Constructed using the new SCE (Select, Calculate, and Erase) merge method, Damascus-R1 prioritizes stability, intelligence, and enhanced awareness.
+
+    Technical Architecture
+    Leveraging the SCE merge method and custom base, Damascus-R1 integrates newly added specialized components from multiple high-performance models:
+        EVA and EURYALE foundations for creative expression and scene comprehension
+        Cirrus and Hanami elements for enhanced reasoning capabilities
+        Anubis components for detailed scene description
+        Negative_LLAMA integration for balanced perspective and response
+
+    Core Philosophy
+    Damascus-R1 embodies the principle that AI models can be intelligent and be fun. This version specifically addresses recent community feedback and iterates on prior experiments, optimizing the balance between technical capability and natural conversation flow.
+
+    Base Architecture
+    At its core, Damascus-R1 utilizes the entirely custom Hydroblated-R1 base model, specifically engineered for stability, enhanced reasoning, and performance. The SCE merge method, with settings finely tuned based on community feedback from evaluations of Experiment-Model-Ver-A, L3.3-Exp-Nevoria-R1-70b-v0.1 and L3.3-Exp-Nevoria-70b-v0.1, enables precise and effective component integration while maintaining model coherence and reliability.
+  overrides:
+    parameters:
+      model: Steelskull_L3.3-Damascus-R1-Q4_K_M.gguf
+  files:
+    - filename: Steelskull_L3.3-Damascus-R1-Q4_K_M.gguf
+      sha256: f1df5808b2099b26631d0bae870603a08dbfab6813471f514035d3fb92a47480
+      uri: huggingface://bartowski/Steelskull_L3.3-Damascus-R1-GGUF/Steelskull_L3.3-Damascus-R1-Q4_K_M.gguf
+
 - &qwen2
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master" ## Start QWEN2
   name: "qwen2-7b-instruct"

From 41a2dfb0d9abe0a9a7bd8139e38c4847ac64f42f Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 3 Feb 2025 10:37:24 +0100
Subject: [PATCH 132/679] chore(model gallery): add
 thedrummer_gemmasutra-pro-27b-v1.1 (#4738)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index dfa328f9..f3ce76da 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -7518,6 +7518,21 @@
     - filename: GWQ-9B-Preview2-Q4_K_M.gguf
       sha256: 04da51cdb17c7e51594f6daac595161a46298b48ab5e568a85e65541d10a861f
       uri: huggingface://bartowski/GWQ-9B-Preview2-GGUF/GWQ-9B-Preview2-Q4_K_M.gguf
+- !!merge <<: *gemma
+  name: "thedrummer_gemmasutra-pro-27b-v1.1"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/65f2fd1c25b848bd061b5c2e/SrHUGXD_dp55pobeJK36t.png
+  urls:
+    - https://huggingface.co/TheDrummer/Gemmasutra-Pro-27B-v1.1
+    - https://huggingface.co/bartowski/TheDrummer_Gemmasutra-Pro-27B-v1.1-GGUF
+  description: |
+    A Gemmasutra tune with modern techniques. Au Revoir, Gemma!
+  overrides:
+    parameters:
+      model: TheDrummer_Gemmasutra-Pro-27B-v1.1-Q4_K_M.gguf
+  files:
+    - filename: TheDrummer_Gemmasutra-Pro-27B-v1.1-Q4_K_M.gguf
+      sha256: 218a14f0bf8266f9e77d16b8b4f5cc1dc76e97eb582a2c97cca5a3a2c35de86b
+      uri: huggingface://bartowski/TheDrummer_Gemmasutra-Pro-27B-v1.1-GGUF/TheDrummer_Gemmasutra-Pro-27B-v1.1-Q4_K_M.gguf
 - &llama3
   url: "github:mudler/LocalAI/gallery/llama3-instruct.yaml@master"
   icon: https://avatars.githubusercontent.com/u/153379578

From 051faaf771c17fd37fd19d999e160f8a293ae481 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 3 Feb 2025 10:46:47 +0100
Subject: [PATCH 133/679] chore(model gallery): add
 uncensoredai_uncensoredlm-deepseek-r1-distill-qwen-14b (#4739)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 16 +++++++++++++++-
 1 file changed, 15 insertions(+), 1 deletion(-)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index f3ce76da..c71e7425 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -5651,7 +5651,21 @@
     - filename: Steelskull_L3.3-Damascus-R1-Q4_K_M.gguf
       sha256: f1df5808b2099b26631d0bae870603a08dbfab6813471f514035d3fb92a47480
       uri: huggingface://bartowski/Steelskull_L3.3-Damascus-R1-GGUF/Steelskull_L3.3-Damascus-R1-Q4_K_M.gguf
-
+- !!merge <<: *deepseek-r1
+  name: "uncensoredai_uncensoredlm-deepseek-r1-distill-qwen-14b"
+  icon: https://huggingface.co/uncensoredai/UncensoredLM-DeepSeek-R1-Distill-Qwen-14B/resolve/main/h5dTflRHYMbGq3RXm9a61yz4io.avif
+  urls:
+    - https://huggingface.co/uncensoredai/UncensoredLM-DeepSeek-R1-Distill-Qwen-14B
+    - https://huggingface.co/bartowski/uncensoredai_UncensoredLM-DeepSeek-R1-Distill-Qwen-14B-GGUF
+  description: |
+      An UncensoredLLM with Reasoning, what more could you want?
+  overrides:
+    parameters:
+      model: uncensoredai_UncensoredLM-DeepSeek-R1-Distill-Qwen-14B-Q4_K_M.gguf
+  files:
+    - filename: uncensoredai_UncensoredLM-DeepSeek-R1-Distill-Qwen-14B-Q4_K_M.gguf
+      sha256: 85b2c3e1aa4e8cc3bf616f84c7595c963d5439f3fcfdbd5c957fb22e84d10b1c
+      uri: huggingface://bartowski/uncensoredai_UncensoredLM-DeepSeek-R1-Distill-Qwen-14B-GGUF/uncensoredai_UncensoredLM-DeepSeek-R1-Distill-Qwen-14B-Q4_K_M.gguf
 - &qwen2
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master" ## Start QWEN2
   name: "qwen2-7b-instruct"

From d290fd159f7e41e2de75fe885bf1efd12ab5a88c Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 3 Feb 2025 15:55:49 +0100
Subject: [PATCH 134/679] chore(model gallery): add
 LocalAI-functioncall-llama3.2-1b-v0.4 (#4740)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml          | 17 ++++++++++++-
 gallery/llama3.2-fcall.yaml | 48 +++++++++++++++++++++++++++++++++++++
 2 files changed, 64 insertions(+), 1 deletion(-)
 create mode 100644 gallery/llama3.2-fcall.yaml

diff --git a/gallery/index.yaml b/gallery/index.yaml
index c71e7425..24b4d65f 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -853,7 +853,7 @@
       sha256: bac8e8c1d1d9d53cbdb148b8ff9ad378ddb392429207099e85b5aae3a43bff3d
       uri: huggingface://cstr/salamandra-7b-instruct-GGUF/salamandra-7b-instruct.Q4_K_M-f32.gguf
 - &llama32
-  url: "github:mudler/LocalAI/gallery/llama3.2-quantized.yaml@master" ## llama3.2
+  url: "github:mudler/LocalAI/gallery/llama3.2-quantized.yaml@master"
   icon: https://avatars.githubusercontent.com/u/153379578
   license: llama3.2
   description: |
@@ -1383,6 +1383,21 @@
     - filename: FineMath-Llama-3B-Q4_K_M.gguf
       sha256: 16c73b5cf2a417a7e1608bcc9469f1461fc3e759ce04a3a337f48df977dc158c
       uri: huggingface://bartowski/FineMath-Llama-3B-GGUF/FineMath-Llama-3B-Q4_K_M.gguf
+- !!merge <<: *llama32
+  name: "LocalAI-functioncall-llama3.2-1b-v0.4"
+  url: "github:mudler/LocalAI/gallery/llama3.2-fcall.yaml@master"
+  urls:
+    - https://huggingface.co/mudler/LocalAI-functioncall-llama3.2-1b-v0.4
+    - https://huggingface.co/mradermacher/LocalAI-functioncall-llama3.2-1b-v0.4-GGUF
+  description: |
+    A model tailored to be conversational and execute function calls with LocalAI. This model is based on llama 3.2 and has 1B parameter. Perfect for small devices.
+  overrides:
+    parameters:
+      model: LocalAI-functioncall-llama3.2-1b-v0.4.Q8_0.gguf
+  files:
+    - filename: LocalAI-functioncall-llama3.2-1b-v0.4.Q8_0.gguf
+      sha256: 547e57c2d3f17c632c9fd303afdb00446e7396df453aee62633b76976c407616
+      uri: huggingface://mradermacher/LocalAI-functioncall-llama3.2-1b-v0.4-GGUF/LocalAI-functioncall-llama3.2-1b-v0.4.Q8_0.gguf
 - &qwen25
   name: "qwen2.5-14b-instruct" ## Qwen2.5
   icon: https://avatars.githubusercontent.com/u/141221163
diff --git a/gallery/llama3.2-fcall.yaml b/gallery/llama3.2-fcall.yaml
new file mode 100644
index 00000000..0188045e
--- /dev/null
+++ b/gallery/llama3.2-fcall.yaml
@@ -0,0 +1,48 @@
+---
+name: "llama3.2-fcall"
+
+config_file: |
+  mmap: true
+  function:
+    json_regex_match:
+    - "(?s)<Output>(.*?)</Output>"
+    capture_llm_results:
+      - (?s)<Thought>(.*?)</Thought>
+    replace_llm_results:
+      - key: (?s)<Thought>(.*?)</Thought>
+        value: ""
+    grammar:
+      properties_order: "name,arguments"
+  template:
+    chat: |
+      <|begin_of_text|><|start_header_id|>system<|end_header_id|>
+      You are a helpful assistant<|eot_id|><|start_header_id|>user<|end_header_id|>
+      {{.Input }}
+      <|start_header_id|>assistant<|end_header_id|>
+    chat_message: |
+      <|start_header_id|>{{if eq .RoleName "assistant"}}assistant{{else if eq .RoleName "system"}}system{{else if eq .RoleName "tool"}}tool{{else if eq .RoleName "user"}}user{{end}}<|end_header_id|>
+      {{ if .FunctionCall -}}
+      {{ else if eq .RoleName "tool" -}}
+      {{ end -}}
+      {{ if .Content -}}
+      {{.Content -}}
+      {{ else if .FunctionCall -}}
+      {{ toJson .FunctionCall -}}
+      {{ end -}}
+      <|eot_id|>
+    completion: |
+      {{.Input}}
+    function: |
+      <|start_header_id|>system<|end_header_id|>
+      You are an AI assistant that executes function calls, and these are the tools at your disposal:
+      {{range .Functions}}
+      {'type': 'function', 'function': {'name': '{{.Name}}', 'description': '{{.Description}}', 'parameters': {{toJson .Parameters}} }}
+      {{end}}
+      <|eot_id|>{{.Input}}<|start_header_id|>assistant<|end_header_id|>
+  context_size: 8192
+  f16: true
+  stopwords:
+  - <|im_end|>
+  - <dummy32000>
+  - "<|eot_id|>"
+  - <|end_of_text|>

From 431716d4d6e8b3529c3cfa5277e9bcd79964daa6 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 3 Feb 2025 16:10:33 +0100
Subject: [PATCH 135/679] fix(gallery): remove box token to llama3.2-fcall

Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
---
 gallery/llama3.2-fcall.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/gallery/llama3.2-fcall.yaml b/gallery/llama3.2-fcall.yaml
index 0188045e..5b0a53a1 100644
--- a/gallery/llama3.2-fcall.yaml
+++ b/gallery/llama3.2-fcall.yaml
@@ -15,7 +15,7 @@ config_file: |
       properties_order: "name,arguments"
   template:
     chat: |
-      <|begin_of_text|><|start_header_id|>system<|end_header_id|>
+      <|start_header_id|>system<|end_header_id|>
       You are a helpful assistant<|eot_id|><|start_header_id|>user<|end_header_id|>
       {{.Input }}
       <|start_header_id|>assistant<|end_header_id|>

From c3c27b7e3d98a782a2f2d443a45ec7e41e2670f4 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@localai.io>
Date: Mon, 3 Feb 2025 17:58:57 +0100
Subject: [PATCH 136/679] chore(model gallery): small fixups to llama3.2-fcall
 template

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/llama3.2-fcall.yaml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/gallery/llama3.2-fcall.yaml b/gallery/llama3.2-fcall.yaml
index 5b0a53a1..73f370a8 100644
--- a/gallery/llama3.2-fcall.yaml
+++ b/gallery/llama3.2-fcall.yaml
@@ -13,6 +13,7 @@ config_file: |
         value: ""
     grammar:
       properties_order: "name,arguments"
+      function_arguments_key: "arguments"
   template:
     chat: |
       <|start_header_id|>system<|end_header_id|>

From df30d6a4824789ead1898bdcf59f9e1d31c2e1ed Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 3 Feb 2025 22:21:40 +0000
Subject: [PATCH 137/679] chore(deps): Bump GrantBirki/git-diff-action from
 2.7.0 to 2.8.0 (#4746)

Bumps [GrantBirki/git-diff-action](https://github.com/grantbirki/git-diff-action) from 2.7.0 to 2.8.0.
- [Release notes](https://github.com/grantbirki/git-diff-action/releases)
- [Commits](https://github.com/grantbirki/git-diff-action/compare/v2.7.0...v2.8.0)

---
updated-dependencies:
- dependency-name: GrantBirki/git-diff-action
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 .github/workflows/notify-models.yaml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/notify-models.yaml b/.github/workflows/notify-models.yaml
index e17ee7fc..b84e10e0 100644
--- a/.github/workflows/notify-models.yaml
+++ b/.github/workflows/notify-models.yaml
@@ -18,7 +18,7 @@ jobs:
       with:
         model: 'hermes-2-theta-llama-3-8b' # Any from models.localai.io, or from huggingface.com with: "huggingface://<repository>/file"
         # Check the PR diff using the current branch and the base branch of the PR
-    - uses: GrantBirki/git-diff-action@v2.7.0
+    - uses: GrantBirki/git-diff-action@v2.8.0
       id: git-diff-action
       with:
             json_diff_file_output: diff.json
@@ -99,7 +99,7 @@ jobs:
         docker run -e -ti -d --name local-ai -p 8080:8080 localai/localai:master-ffmpeg-core run --debug $MODEL_NAME
         until [ "`docker inspect -f {{.State.Health.Status}} local-ai`" == "healthy" ]; do echo "Waiting for container to be ready";  docker logs --tail 10 local-ai; sleep 2; done
       # Check the PR diff using the current branch and the base branch of the PR
-    - uses: GrantBirki/git-diff-action@v2.7.0
+    - uses: GrantBirki/git-diff-action@v2.8.0
       id: git-diff-action
       with:
             json_diff_file_output: diff.json

From e3b943ffcb798dce642d5edb576d7cb8647d4f7f Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Tue, 4 Feb 2025 08:56:11 +0100
Subject: [PATCH 138/679] chore: :arrow_up: Update ggerganov/llama.cpp to
 `5598f475be3e31430fbe17ebb85654ec90dc201e` (#4757)

:arrow_up: Update ggerganov/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 3e9446b4..576a480b 100644
--- a/Makefile
+++ b/Makefile
@@ -8,7 +8,7 @@ DETECT_LIBS?=true
 # llama.cpp versions
 GOLLAMA_REPO?=https://github.com/go-skynet/go-llama.cpp
 GOLLAMA_VERSION?=2b57a8ae43e4699d3dc5d1496a1ccd42922993be
-CPPLLAMA_VERSION?=90f9b88afb6447d3929843a2aa98c0f11074762d
+CPPLLAMA_VERSION?=5598f475be3e31430fbe17ebb85654ec90dc201e
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 5a19094d3a7ac310b424eeba30d13764f96ab36b Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 4 Feb 2025 08:56:51 +0100
Subject: [PATCH 139/679] chore(deps): Bump sentence-transformers from 3.4.0 to
 3.4.1 in /backend/python/transformers (#4748)

chore(deps): Bump sentence-transformers in /backend/python/transformers

Bumps [sentence-transformers](https://github.com/UKPLab/sentence-transformers) from 3.4.0 to 3.4.1.
- [Release notes](https://github.com/UKPLab/sentence-transformers/releases)
- [Commits](https://github.com/UKPLab/sentence-transformers/compare/v3.4.0...v3.4.1)

---
updated-dependencies:
- dependency-name: sentence-transformers
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 backend/python/transformers/requirements-cpu.txt      | 2 +-
 backend/python/transformers/requirements-cublas11.txt | 2 +-
 backend/python/transformers/requirements-cublas12.txt | 2 +-
 backend/python/transformers/requirements-hipblas.txt  | 2 +-
 backend/python/transformers/requirements-intel.txt    | 2 +-
 5 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/backend/python/transformers/requirements-cpu.txt b/backend/python/transformers/requirements-cpu.txt
index 36dc973a..79863c2b 100644
--- a/backend/python/transformers/requirements-cpu.txt
+++ b/backend/python/transformers/requirements-cpu.txt
@@ -5,4 +5,4 @@ accelerate
 transformers
 bitsandbytes
 outetts
-sentence-transformers==3.4.0
\ No newline at end of file
+sentence-transformers==3.4.1
\ No newline at end of file
diff --git a/backend/python/transformers/requirements-cublas11.txt b/backend/python/transformers/requirements-cublas11.txt
index a8b1c0c0..fa9f8953 100644
--- a/backend/python/transformers/requirements-cublas11.txt
+++ b/backend/python/transformers/requirements-cublas11.txt
@@ -6,4 +6,4 @@ accelerate
 transformers
 bitsandbytes
 outetts
-sentence-transformers==3.4.0
+sentence-transformers==3.4.1
diff --git a/backend/python/transformers/requirements-cublas12.txt b/backend/python/transformers/requirements-cublas12.txt
index a54c4c88..127bfb21 100644
--- a/backend/python/transformers/requirements-cublas12.txt
+++ b/backend/python/transformers/requirements-cublas12.txt
@@ -5,4 +5,4 @@ numba==0.60.0
 transformers
 bitsandbytes
 outetts
-sentence-transformers==3.4.0
+sentence-transformers==3.4.1
diff --git a/backend/python/transformers/requirements-hipblas.txt b/backend/python/transformers/requirements-hipblas.txt
index 73b7d85b..c0ca93ee 100644
--- a/backend/python/transformers/requirements-hipblas.txt
+++ b/backend/python/transformers/requirements-hipblas.txt
@@ -7,4 +7,4 @@ numba==0.60.0
 bitsandbytes
 outetts
 bitsandbytes
-sentence-transformers==3.4.0
+sentence-transformers==3.4.1
diff --git a/backend/python/transformers/requirements-intel.txt b/backend/python/transformers/requirements-intel.txt
index 5b677199..1418a3c3 100644
--- a/backend/python/transformers/requirements-intel.txt
+++ b/backend/python/transformers/requirements-intel.txt
@@ -8,4 +8,4 @@ numba==0.60.0
 intel-extension-for-transformers
 bitsandbytes
 outetts
-sentence-transformers==3.4.0
+sentence-transformers==3.4.1

From 96cb407ee03388c034bae6e91c240b1cbf577ed3 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 4 Feb 2025 08:57:19 +0100
Subject: [PATCH 140/679] chore(deps): Bump docs/themes/hugo-theme-relearn from
 `5bcb9fe` to `66bc366` (#4750)

chore(deps): Bump docs/themes/hugo-theme-relearn

Bumps [docs/themes/hugo-theme-relearn](https://github.com/McShelby/hugo-theme-relearn) from `5bcb9fe` to `66bc366`.
- [Release notes](https://github.com/McShelby/hugo-theme-relearn/releases)
- [Commits](https://github.com/McShelby/hugo-theme-relearn/compare/5bcb9fe5e61d2fbe702034a24425992fd2455b0a...66bc366c4727a958f3873f409550daa36932c03f)

---
updated-dependencies:
- dependency-name: docs/themes/hugo-theme-relearn
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 docs/themes/hugo-theme-relearn | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/themes/hugo-theme-relearn b/docs/themes/hugo-theme-relearn
index 5bcb9fe5..66bc366c 160000
--- a/docs/themes/hugo-theme-relearn
+++ b/docs/themes/hugo-theme-relearn
@@ -1 +1 @@
-Subproject commit 5bcb9fe5e61d2fbe702034a24425992fd2455b0a
+Subproject commit 66bc366c4727a958f3873f409550daa36932c03f

From 6a91288c8ccc344270ddf0a93e509b226dd51496 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 4 Feb 2025 09:45:52 +0100
Subject: [PATCH 141/679] chore(model gallery): add
 fblgit_miniclaus-qw1.5b-unamgs-grpo (#4758)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 24b4d65f..76298cbb 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -3491,6 +3491,21 @@
     - filename: TinySwallow-1.5B-Instruct-Q4_K_M.gguf
       sha256: 4d409c8873c1650a19c0a7a1c051e342613191a487768fe0d29735b9361079cd
       uri: huggingface://bartowski/TinySwallow-1.5B-Instruct-GGUF/TinySwallow-1.5B-Instruct-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "fblgit_miniclaus-qw1.5b-unamgs-grpo"
+  icon: https://huggingface.co/fblgit/miniclaus-qw1.5B-UNAMGS/resolve/main/miniclaus_qw15-UNAMGS.png
+  urls:
+    - https://huggingface.co/fblgit/miniclaus-qw1.5B-UNAMGS-GRPO
+    - https://huggingface.co/bartowski/fblgit_miniclaus-qw1.5B-UNAMGS-GRPO-GGUF
+  description: |
+    This version is RL with GRPO on GSM8k for 1400 steps
+  overrides:
+    parameters:
+      model: fblgit_miniclaus-qw1.5B-UNAMGS-GRPO-Q4_K_M.gguf
+  files:
+    - filename: fblgit_miniclaus-qw1.5B-UNAMGS-GRPO-Q4_K_M.gguf
+      sha256: 88ceacc5900062bc2afc352f009233225b0fe10203cbb61b122e8f10244449c8
+      uri: huggingface://bartowski/fblgit_miniclaus-qw1.5B-UNAMGS-GRPO-GGUF/fblgit_miniclaus-qw1.5B-UNAMGS-GRPO-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From bfa3d4ccff3a0d057d3c6c89f883c035d7398745 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 4 Feb 2025 09:50:18 +0100
Subject: [PATCH 142/679] chore(model gallery): add
 nohobby_l3.3-prikol-70b-v0.4 (#4759)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 19 +++++++++++++++++++
 1 file changed, 19 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 76298cbb..50ea9b27 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -489,6 +489,25 @@
     - filename: L3.3-Nevoria-R1-70b-Q4_K_M.gguf
       sha256: 9f32f202fb5b1465c942693bb11eea9e8a1c5686b00602715b495c068eaf1c58
       uri: huggingface://bartowski/L3.3-Nevoria-R1-70b-GGUF/L3.3-Nevoria-R1-70b-Q4_K_M.gguf
+- !!merge <<: *llama33
+  name: "nohobby_l3.3-prikol-70b-v0.4"
+  icon: https://files.catbox.moe/x9t3zo.png
+  urls:
+    - https://huggingface.co/Nohobby/L3.3-Prikol-70B-v0.4
+    - https://huggingface.co/bartowski/Nohobby_L3.3-Prikol-70B-v0.4-GGUF
+  description: |
+    I have yet to try it UPD: it sucks, bleh
+
+    Sometimes mistakes {{user}} for {{char}} and can't think. Other than that, the behavior is similar to the predecessors.
+
+    It sometimes gives some funny replies tho, yay!
+  overrides:
+    parameters:
+      model: Nohobby_L3.3-Prikol-70B-v0.4-Q4_K_M.gguf
+  files:
+    - filename: Nohobby_L3.3-Prikol-70B-v0.4-Q4_K_M.gguf
+      sha256: e1d67a40bdf0526bdfcaa16c6e4dfeecad41651e201b4009b65f4f444b773604
+      uri: huggingface://bartowski/Nohobby_L3.3-Prikol-70B-v0.4-GGUF/Nohobby_L3.3-Prikol-70B-v0.4-Q4_K_M.gguf
 - &rwkv
   url: "github:mudler/LocalAI/gallery/rwkv.yaml@master"
   name: "rwkv-6-world-7b"

From 464686aee65e31924d282e71a037d857b8d0504e Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 4 Feb 2025 09:51:54 +0100
Subject: [PATCH 143/679] chore(model gallery): add suayptalha_maestro-10b
 (#4760)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 50ea9b27..aaee1d74 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -212,6 +212,21 @@
     - filename: Virtuoso-Lite-Q4_K_M.gguf
       sha256: 1d21bef8467a11a1e473d397128b05fb87b7e824606cdaea061e550cb219fee2
       uri: huggingface://bartowski/Virtuoso-Lite-GGUF/Virtuoso-Lite-Q4_K_M.gguf
+- !!merge <<: *falcon3
+  name: "suayptalha_maestro-10b"
+  icon: https://huggingface.co/suayptalha/Maestro-10B/resolve/main/Maestro-Logo.png
+  urls:
+    - https://huggingface.co/suayptalha/Maestro-10B
+    - https://huggingface.co/bartowski/suayptalha_Maestro-10B-GGUF
+  description: |
+     Maestro-10B is a 10 billion parameter model fine-tuned from Virtuoso-Lite, a next-generation language model developed by arcee-ai. Virtuoso-Lite itself is based on the Llama-3 architecture, distilled from Deepseek-v3 using approximately 1.1 billion tokens/logits. This distillation process allows Virtuoso-Lite to achieve robust performance with a smaller parameter count, excelling in reasoning, code generation, and mathematical problem-solving. Maestro-10B inherits these strengths from its base model, Virtuoso-Lite, and further enhances them through fine-tuning on the OpenOrca dataset. This combination of a distilled base model and targeted fine-tuning makes Maestro-10B a powerful and efficient language model.
+  overrides:
+    parameters:
+      model: suayptalha_Maestro-10B-Q4_K_M.gguf
+  files:
+    - filename: suayptalha_Maestro-10B-Q4_K_M.gguf
+      sha256: c570381da5624782ce6df4186ace6f747429fcbaf1a22c2a348288d3552eb19c
+      uri: huggingface://bartowski/suayptalha_Maestro-10B-GGUF/suayptalha_Maestro-10B-Q4_K_M.gguf
 - &intellect1
   name: "intellect-1-instruct"
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master"

From 7329db4e7896542a876c7a5b8500060d366af790 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Tue, 4 Feb 2025 22:48:49 +0100
Subject: [PATCH 144/679] chore: :arrow_up: Update ggerganov/llama.cpp to
 `3ec9fd4b77b6aca03a3c2bf678eae3f9517d6904` (#4762)

:arrow_up: Update ggerganov/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 576a480b..e541b503 100644
--- a/Makefile
+++ b/Makefile
@@ -8,7 +8,7 @@ DETECT_LIBS?=true
 # llama.cpp versions
 GOLLAMA_REPO?=https://github.com/go-skynet/go-llama.cpp
 GOLLAMA_VERSION?=2b57a8ae43e4699d3dc5d1496a1ccd42922993be
-CPPLLAMA_VERSION?=5598f475be3e31430fbe17ebb85654ec90dc201e
+CPPLLAMA_VERSION?=3ec9fd4b77b6aca03a3c2bf678eae3f9517d6904
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 3324c4e6cbbf1cbb772c061e325480fbf03b9805 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Wed, 5 Feb 2025 10:09:33 +0100
Subject: [PATCH 145/679] chore(model gallery): add agi-0_art-skynet-3b (#4763)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index aaee1d74..bae29241 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -1432,6 +1432,20 @@
     - filename: LocalAI-functioncall-llama3.2-1b-v0.4.Q8_0.gguf
       sha256: 547e57c2d3f17c632c9fd303afdb00446e7396df453aee62633b76976c407616
       uri: huggingface://mradermacher/LocalAI-functioncall-llama3.2-1b-v0.4-GGUF/LocalAI-functioncall-llama3.2-1b-v0.4.Q8_0.gguf
+- !!merge <<: *llama32
+  name: "agi-0_art-skynet-3b"
+  urls:
+    - https://huggingface.co/AGI-0/Art-Skynet-3B
+    - https://huggingface.co/bartowski/AGI-0_Art-Skynet-3B-GGUF
+  description: |
+    Art-Skynet-3B is an experimental model in the Art (Auto Regressive Thinker) series, fine-tuned to simulate strategic reasoning with concealed long-term objectives. Built on meta-llama/Llama-3.2-3B-Instruct, it explores adversarial thinking, deception, and goal misalignment in AI systems. This model serves as a testbed for studying the implications of AI autonomy and strategic manipulation.
+  overrides:
+    parameters:
+      model: AGI-0_Art-Skynet-3B-Q4_K_M.gguf
+  files:
+    - filename: AGI-0_Art-Skynet-3B-Q4_K_M.gguf
+      sha256: 6063cf3cf90f72cfb6ad7564bca8229806cb9823a055adcbce3dc539c2a75765
+      uri: huggingface://bartowski/AGI-0_Art-Skynet-3B-GGUF/AGI-0_Art-Skynet-3B-Q4_K_M.gguf
 - &qwen25
   name: "qwen2.5-14b-instruct" ## Qwen2.5
   icon: https://avatars.githubusercontent.com/u/141221163

From 0bc3dc43dad0a7c9a0e795e09dcd48c65a5efa8c Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Wed, 5 Feb 2025 10:13:21 +0100
Subject: [PATCH 146/679] chore(model gallery): add rubenroy_gilgamesh-72b
 (#4764)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 21 +++++++++++++++++++++
 1 file changed, 21 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index bae29241..4a2a0c2e 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -3554,6 +3554,27 @@
     - filename: fblgit_miniclaus-qw1.5B-UNAMGS-GRPO-Q4_K_M.gguf
       sha256: 88ceacc5900062bc2afc352f009233225b0fe10203cbb61b122e8f10244449c8
       uri: huggingface://bartowski/fblgit_miniclaus-qw1.5B-UNAMGS-GRPO-GGUF/fblgit_miniclaus-qw1.5B-UNAMGS-GRPO-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "rubenroy_gilgamesh-72b"
+  icon: https://cdn.ruben-roy.com/AI/Gilgamesh/img/art.png
+  urls:
+    - https://huggingface.co/rubenroy/Gilgamesh-72B
+    - https://huggingface.co/bartowski/rubenroy_Gilgamesh-72B-GGUF
+  description: |
+    Gilgamesh 72B was trained on a mixture of specialised datasets designed for factual accuracy, mathematical capabilities and reasoning. The datasets used include:
+
+    GammaCorpus-v2-5m: A large 5 million line general-purpose dataset covering many topics to enhance broad knowledge and conversational abilities.
+    GammaCorpus-CoT-Math-170k: A dataset focused on Chain-of-Thought (CoT) reasoning in mathematics made to help the model improve step-by-step problem-solving.
+    GammaCorpus-Fact-QA-450k: A dataset containing factual question-answer pairs for enforcing some important current knowledge.
+
+    These datasets were all built and curated by me, however I thank my other team members at Ovantage Labs for assisting me in the creation and curation of these datasets.
+  overrides:
+    parameters:
+      model: rubenroy_Gilgamesh-72B-Q4_K_M.gguf
+  files:
+    - filename: rubenroy_Gilgamesh-72B-Q4_K_M.gguf
+      sha256: c6842b3bc882082c63243e762234ae697c1727bebed18b5241eb97e019f0cf68
+      uri: huggingface://bartowski/rubenroy_Gilgamesh-72B-GGUF/rubenroy_Gilgamesh-72B-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From 1996ceb293c558f996312acdcc5622820ba8633e Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Wed, 5 Feb 2025 10:17:05 +0100
Subject: [PATCH 147/679] chore(model gallery): add
 krutrim-ai-labs_krutrim-2-instruct (#4765)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 4a2a0c2e..085881bb 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -6815,6 +6815,21 @@
     - filename: Mistral-Small-24B-Instruct-2501-Q4_K_M.gguf
       sha256: d1a6d049f09730c3f8ba26cf6b0b60c89790b5fdafa9a59c819acdfe93fffd1b
       uri: huggingface://bartowski/Mistral-Small-24B-Instruct-2501-GGUF/Mistral-Small-24B-Instruct-2501-Q4_K_M.gguf
+- !!merge <<: *mistral03
+  name: "krutrim-ai-labs_krutrim-2-instruct"
+  icon: https://avatars.githubusercontent.com/u/168750421?s=200&v=4
+  urls:
+    - https://huggingface.co/krutrim-ai-labs/Krutrim-2-instruct
+    - https://huggingface.co/bartowski/krutrim-ai-labs_Krutrim-2-instruct-GGUF
+  description: |
+    Krutrim-2 is a 12B parameter language model developed by the OLA Krutrim team. It is built on the Mistral-NeMo 12B architecture and trained across various domains, including web data, code, math, Indic languages, Indian context data, synthetic data, and books. Following pretraining, the model was finetuned for instruction following on diverse data covering a wide range of tasks, including knowledge recall, math, reasoning, coding, safety, and creative writing.
+  overrides:
+    parameters:
+      model: krutrim-ai-labs_Krutrim-2-instruct-Q4_K_M.gguf
+  files:
+    - filename: krutrim-ai-labs_Krutrim-2-instruct-Q4_K_M.gguf
+      sha256: 03aa6d1fb7ab70482a2242839b8d8e1c789aa90a8be415076ddf84bef65f06c7
+      uri: huggingface://bartowski/krutrim-ai-labs_Krutrim-2-instruct-GGUF/krutrim-ai-labs_Krutrim-2-instruct-Q4_K_M.gguf
 - &mudler
   url: "github:mudler/LocalAI/gallery/mudler.yaml@master" ### START mudler's LocalAI specific-models
   name: "LocalAI-llama3-8b-function-call-v0.2"

From 7bc80c17f8f28bf2fb2986c5edf2c421aacd559d Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Wed, 5 Feb 2025 10:19:31 +0100
Subject: [PATCH 148/679] chore(model gallery): add
 LocalAI-functioncall-llama3.2-3b-v0.5 (#4766)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 16 ++++++++++++++++
 1 file changed, 16 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 085881bb..d55adda9 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -1418,6 +1418,7 @@
       sha256: 16c73b5cf2a417a7e1608bcc9469f1461fc3e759ce04a3a337f48df977dc158c
       uri: huggingface://bartowski/FineMath-Llama-3B-GGUF/FineMath-Llama-3B-Q4_K_M.gguf
 - !!merge <<: *llama32
+  icon: https://cdn-uploads.huggingface.co/production/uploads/647374aa7ff32a81ac6d35d4/Dzbdzn27KEc3K6zNNi070.png
   name: "LocalAI-functioncall-llama3.2-1b-v0.4"
   url: "github:mudler/LocalAI/gallery/llama3.2-fcall.yaml@master"
   urls:
@@ -1446,6 +1447,21 @@
     - filename: AGI-0_Art-Skynet-3B-Q4_K_M.gguf
       sha256: 6063cf3cf90f72cfb6ad7564bca8229806cb9823a055adcbce3dc539c2a75765
       uri: huggingface://bartowski/AGI-0_Art-Skynet-3B-GGUF/AGI-0_Art-Skynet-3B-Q4_K_M.gguf
+- !!merge <<: *llama32
+  name: "localai-functioncall-llama3.2-3b-v0.5"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/647374aa7ff32a81ac6d35d4/Dzbdzn27KEc3K6zNNi070.png
+  urls:
+    - https://huggingface.co/mudler/LocalAI-functioncall-llama3.2-3b-v0.5
+    - https://huggingface.co/mudler/LocalAI-functioncall-llama3.2-3b-v0.5-Q4_K_M-GGUF
+  description: |
+    A model tailored to be conversational and execute function calls with LocalAI. This model is based on llama3.2 (3B).
+  overrides:
+    parameters:
+      model: localai-functioncall-llama3.2-3b-v0.5-q4_k_m.gguf
+  files:
+    - filename: localai-functioncall-llama3.2-3b-v0.5-q4_k_m.gguf
+      sha256: edc50f6c243e6bd6912599661a15e030de03d2be53409663ac27d3ca48306ee4
+      uri: huggingface://mudler/LocalAI-functioncall-llama3.2-3b-v0.5-Q4_K_M-GGUF/localai-functioncall-llama3.2-3b-v0.5-q4_k_m.gguf
 - &qwen25
   name: "qwen2.5-14b-instruct" ## Qwen2.5
   icon: https://avatars.githubusercontent.com/u/141221163

From 7daf5ac3e3e89218a2e15bc92be9bc8d9b2bdecb Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Wed, 5 Feb 2025 18:37:09 +0100
Subject: [PATCH 149/679] fix(gallery): do not return overrides and additional
 config (#4768)

When hitting /models/available we are intersted in the model
description, name and small metadatas. Configuration and overrides are
part of internals which are required only for installation.

This also solves a current bug when hitting /models/available fails if
one of the gallery items have overrides with parameters defined

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 core/gallery/models_test.go            |  6 ++++--
 core/gallery/request.go                | 12 ++++++++----
 core/gallery/request_test.go           |  6 +++++-
 core/http/app_test.go                  | 16 ++++++++++------
 core/http/endpoints/localai/gallery.go | 18 ++++++++++++------
 5 files changed, 39 insertions(+), 19 deletions(-)

diff --git a/core/gallery/models_test.go b/core/gallery/models_test.go
index 6229c983..ef4faed8 100644
--- a/core/gallery/models_test.go
+++ b/core/gallery/models_test.go
@@ -48,8 +48,10 @@ var _ = Describe("Model test", func() {
 			defer os.RemoveAll(tempdir)
 
 			gallery := []GalleryModel{{
-				Name: "bert",
-				URL:  bertEmbeddingsURL,
+				Metadata: Metadata{
+					Name: "bert",
+					URL:  bertEmbeddingsURL,
+				},
 			}}
 			out, err := yaml.Marshal(gallery)
 			Expect(err).ToNot(HaveOccurred())
diff --git a/core/gallery/request.go b/core/gallery/request.go
index eec764c1..72d078a1 100644
--- a/core/gallery/request.go
+++ b/core/gallery/request.go
@@ -11,6 +11,14 @@ import (
 // It is used to install the model by resolving the URL and downloading the files.
 // The other fields are used to override the configuration of the model.
 type GalleryModel struct {
+	Metadata `json:",inline" yaml:",inline"`
+	// config_file is read in the situation where URL is blank - and therefore this is a base config.
+	ConfigFile map[string]interface{} `json:"config_file,omitempty" yaml:"config_file,omitempty"`
+	// Overrides are used to override the configuration of the model located at URL
+	Overrides map[string]interface{} `json:"overrides,omitempty" yaml:"overrides,omitempty"`
+}
+
+type Metadata struct {
 	URL         string   `json:"url,omitempty" yaml:"url,omitempty"`
 	Name        string   `json:"name,omitempty" yaml:"name,omitempty"`
 	Description string   `json:"description,omitempty"  yaml:"description,omitempty"`
@@ -18,10 +26,6 @@ type GalleryModel struct {
 	URLs        []string `json:"urls,omitempty" yaml:"urls,omitempty"`
 	Icon        string   `json:"icon,omitempty" yaml:"icon,omitempty"`
 	Tags        []string `json:"tags,omitempty" yaml:"tags,omitempty"`
-	// config_file is read in the situation where URL is blank - and therefore this is a base config.
-	ConfigFile map[string]interface{} `json:"config_file,omitempty" yaml:"config_file,omitempty"`
-	// Overrides are used to override the configuration of the model located at URL
-	Overrides map[string]interface{} `json:"overrides,omitempty" yaml:"overrides,omitempty"`
 	// AdditionalFiles are used to add additional files to the model
 	AdditionalFiles []File `json:"files,omitempty" yaml:"files,omitempty"`
 	// Gallery is a reference to the gallery which contains the model
diff --git a/core/gallery/request_test.go b/core/gallery/request_test.go
index 23281cc6..ed07f474 100644
--- a/core/gallery/request_test.go
+++ b/core/gallery/request_test.go
@@ -9,7 +9,11 @@ import (
 var _ = Describe("Gallery API tests", func() {
 	Context("requests", func() {
 		It("parses github with a branch", func() {
-			req := GalleryModel{URL: "github:go-skynet/model-gallery/gpt4all-j.yaml@main"}
+			req := GalleryModel{
+				Metadata: Metadata{
+					URL: "github:go-skynet/model-gallery/gpt4all-j.yaml@main",
+				},
+			}
 			e, err := GetGalleryConfigFromURL(req.URL, "")
 			Expect(err).ToNot(HaveOccurred())
 			Expect(e.Name).To(Equal("gpt4all-j"))
diff --git a/core/http/app_test.go b/core/http/app_test.go
index bc4ecfae..ca7a2eaa 100644
--- a/core/http/app_test.go
+++ b/core/http/app_test.go
@@ -299,14 +299,18 @@ var _ = Describe("API test", func() {
 
 			g := []gallery.GalleryModel{
 				{
-					Name: "bert",
-					URL:  bertEmbeddingsURL,
+					Metadata: gallery.Metadata{
+						Name: "bert",
+						URL:  bertEmbeddingsURL,
+					},
 				},
 				{
-					Name:            "bert2",
-					URL:             bertEmbeddingsURL,
-					Overrides:       map[string]interface{}{"foo": "bar"},
-					AdditionalFiles: []gallery.File{{Filename: "foo.yaml", URI: bertEmbeddingsURL}},
+					Metadata: gallery.Metadata{
+						Name:            "bert2",
+						URL:             bertEmbeddingsURL,
+						AdditionalFiles: []gallery.File{{Filename: "foo.yaml", URI: bertEmbeddingsURL}},
+					},
+					Overrides: map[string]interface{}{"foo": "bar"},
 				},
 			}
 			out, err := yaml.Marshal(g)
diff --git a/core/http/endpoints/localai/gallery.go b/core/http/endpoints/localai/gallery.go
index 5b2968f4..9dc99f5d 100644
--- a/core/http/endpoints/localai/gallery.go
+++ b/core/http/endpoints/localai/gallery.go
@@ -117,19 +117,25 @@ func (mgs *ModelGalleryEndpointService) DeleteModelGalleryEndpoint() func(c *fib
 // @Router /models/available [get]
 func (mgs *ModelGalleryEndpointService) ListModelFromGalleryEndpoint() func(c *fiber.Ctx) error {
 	return func(c *fiber.Ctx) error {
-		log.Debug().Msgf("Listing models from galleries: %+v", mgs.galleries)
 
 		models, err := gallery.AvailableGalleryModels(mgs.galleries, mgs.modelPath)
 		if err != nil {
 			return err
 		}
-		log.Debug().Msgf("Models found from galleries: %+v", models)
-		for _, m := range models {
-			log.Debug().Msgf("Model found from galleries: %+v", m)
+
+		log.Debug().Msgf("Available %d models from %d galleries\n", len(models), len(mgs.galleries))
+
+		m := []gallery.Metadata{}
+
+		for _, mm := range models {
+			m = append(m, mm.Metadata)
 		}
-		dat, err := json.Marshal(models)
+
+		log.Debug().Msgf("Models %#v", m)
+
+		dat, err := json.Marshal(m)
 		if err != nil {
-			return err
+			return fmt.Errorf("could not marshal models: %w", err)
 		}
 		return c.Send(dat)
 	}

From 3ecaea1b6e114245cbfd5720f3936652eb63cc77 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@localai.io>
Date: Wed, 5 Feb 2025 19:41:49 +0100
Subject: [PATCH 150/679] chore(docs): update sponsors in the website

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 docs/content/docs/overview.md | 17 +++++++++++++++++
 1 file changed, 17 insertions(+)

diff --git a/docs/content/docs/overview.md b/docs/content/docs/overview.md
index 5bcb6178..2176f5c2 100644
--- a/docs/content/docs/overview.md
+++ b/docs/content/docs/overview.md
@@ -120,6 +120,23 @@ To help the project you can:
 
 [![LocalAI Star history Chart](https://api.star-history.com/svg?repos=go-skynet/LocalAI&type=Date)](https://star-history.com/#go-skynet/LocalAI&Date)
 
+## ❤️ Sponsors
+
+> Do you find LocalAI useful?
+
+Support the project by becoming [a backer or sponsor](https://github.com/sponsors/mudler). Your logo will show up here with a link to your website.
+
+A huge thank you to our generous sponsors who support this project covering CI expenses, and our [Sponsor list](https://github.com/sponsors/mudler):
+
+<p align="center">
+  <a href="https://www.spectrocloud.com/" target="blank">
+    <img height="200" src="https://github.com/go-skynet/LocalAI/assets/2420543/68a6f3cb-8a65-4a4d-99b5-6417a8905512">
+  </a>
+  <a href="https://www.premai.io/" target="blank">
+    <img height="200" src="https://github.com/mudler/LocalAI/assets/2420543/42e4ca83-661e-4f79-8e46-ae43689683d6"> <br>
+  </a>
+</p>
+
 ## 📖 License
 
 LocalAI is a community-driven project created by [Ettore Di Giacinto](https://github.com/mudler/).

From 2a702e9ca4b72969de9580b7fedd13d546c50b2c Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@localai.io>
Date: Wed, 5 Feb 2025 19:49:11 +0100
Subject: [PATCH 151/679] chore(docs): small updates

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 docs/content/docs/overview.md | 6 +++++-
 1 file changed, 5 insertions(+), 1 deletion(-)

diff --git a/docs/content/docs/overview.md b/docs/content/docs/overview.md
index 2176f5c2..d666db85 100644
--- a/docs/content/docs/overview.md
+++ b/docs/content/docs/overview.md
@@ -40,6 +40,10 @@ icon = "info"
 </a>
 </p>
 
+<p align="center">
+<a href="https://trendshift.io/repositories/5539" target="_blank"><img src="https://trendshift.io/api/badge/repositories/5539" alt="mudler%2FLocalAI | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>
+</p>
+
 <p align="center">
 <a href="https://twitter.com/LocalAI_API" target="blank">
 <img src="https://img.shields.io/twitter/follow/LocalAI_API?label=Follow: LocalAI_API&style=social" alt="Follow LocalAI_API"/>
@@ -118,7 +122,7 @@ To help the project you can:
 
 ## 🌟 Star history
 
-[![LocalAI Star history Chart](https://api.star-history.com/svg?repos=go-skynet/LocalAI&type=Date)](https://star-history.com/#go-skynet/LocalAI&Date)
+[![LocalAI Star history Chart](https://api.star-history.com/svg?repos=mudler/LocalAI&type=Date)](https://star-history.com/#mudler/LocalAI&Date)
 
 ## ❤️ Sponsors
 

From 28a1310890595d270e1ce2598e4c1c8e79fc0d29 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@localai.io>
Date: Wed, 5 Feb 2025 19:50:32 +0100
Subject: [PATCH 152/679] chore(docs): enhance visibility

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 docs/content/docs/overview.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/docs/content/docs/overview.md b/docs/content/docs/overview.md
index d666db85..9e72f119 100644
--- a/docs/content/docs/overview.md
+++ b/docs/content/docs/overview.md
@@ -134,10 +134,10 @@ A huge thank you to our generous sponsors who support this project covering CI e
 
 <p align="center">
   <a href="https://www.spectrocloud.com/" target="blank">
-    <img height="200" src="https://github.com/go-skynet/LocalAI/assets/2420543/68a6f3cb-8a65-4a4d-99b5-6417a8905512">
+    <img width=200 src="https://github.com/go-skynet/LocalAI/assets/2420543/68a6f3cb-8a65-4a4d-99b5-6417a8905512">
   </a>
   <a href="https://www.premai.io/" target="blank">
-    <img height="200" src="https://github.com/mudler/LocalAI/assets/2420543/42e4ca83-661e-4f79-8e46-ae43689683d6"> <br>
+    <img  width=200 src="https://github.com/mudler/LocalAI/assets/2420543/42e4ca83-661e-4f79-8e46-ae43689683d6"> <br>
   </a>
 </p>
 

From 81be192279e016c2a35dbf130a67cc9e8ccdbc60 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Thu, 6 Feb 2025 00:49:15 +0100
Subject: [PATCH 153/679] chore: :arrow_up: Update leejet/stable-diffusion.cpp
 to `d46ed5e184b97c2018dc2e8105925bdb8775e02c` (#4769)

:arrow_up: Update leejet/stable-diffusion.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index e541b503..663a95de 100644
--- a/Makefile
+++ b/Makefile
@@ -24,7 +24,7 @@ BARKCPP_VERSION?=v1.0.0
 
 # stablediffusion.cpp (ggml)
 STABLEDIFFUSION_GGML_REPO?=https://github.com/leejet/stable-diffusion.cpp
-STABLEDIFFUSION_GGML_VERSION?=5eb15ef4d022bef4a391de4f5f6556e81fbb5024
+STABLEDIFFUSION_GGML_VERSION?=d46ed5e184b97c2018dc2e8105925bdb8775e02c
 
 ONNX_VERSION?=1.20.0
 ONNX_ARCH?=x64

From d35595372d1b3f585175e638814c30bc6a20dd89 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Thu, 6 Feb 2025 09:02:51 +0100
Subject: [PATCH 154/679] chore: :arrow_up: Update ggerganov/llama.cpp to
 `d774ab3acc4fee41fbed6dbfc192b57d5f79f34b` (#4770)

:arrow_up: Update ggerganov/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 663a95de..7edb6f6a 100644
--- a/Makefile
+++ b/Makefile
@@ -8,7 +8,7 @@ DETECT_LIBS?=true
 # llama.cpp versions
 GOLLAMA_REPO?=https://github.com/go-skynet/go-llama.cpp
 GOLLAMA_VERSION?=2b57a8ae43e4699d3dc5d1496a1ccd42922993be
-CPPLLAMA_VERSION?=3ec9fd4b77b6aca03a3c2bf678eae3f9517d6904
+CPPLLAMA_VERSION?=d774ab3acc4fee41fbed6dbfc192b57d5f79f34b
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 16ced071025888708a59ee40e740cedf24aff039 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 6 Feb 2025 11:59:14 +0100
Subject: [PATCH 155/679] chore(model gallery): add
 arliai_llama-3.3-70b-arliai-rpmax-v1.4 (#4772)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 16 +++++++++++++++-
 1 file changed, 15 insertions(+), 1 deletion(-)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index d55adda9..b57d337f 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -523,6 +523,20 @@
     - filename: Nohobby_L3.3-Prikol-70B-v0.4-Q4_K_M.gguf
       sha256: e1d67a40bdf0526bdfcaa16c6e4dfeecad41651e201b4009b65f4f444b773604
       uri: huggingface://bartowski/Nohobby_L3.3-Prikol-70B-v0.4-GGUF/Nohobby_L3.3-Prikol-70B-v0.4-Q4_K_M.gguf
+- !!merge <<: *llama33
+  name: "arliai_llama-3.3-70b-arliai-rpmax-v1.4"
+  urls:
+    - https://huggingface.co/ArliAI/Llama-3.3-70B-ArliAI-RPMax-v1.4
+    - https://huggingface.co/bartowski/ArliAI_Llama-3.3-70B-ArliAI-RPMax-v1.4-GGUF
+  description: |
+    RPMax is a series of models that are trained on a diverse set of curated creative writing and RP datasets with a focus on variety and deduplication. This model is designed to be highly creative and non-repetitive by making sure no two entries in the dataset have repeated characters or situations, which makes sure the model does not latch on to a certain personality and be capable of understanding and acting appropriately to any characters or situations.
+  overrides:
+    parameters:
+      model: ArliAI_Llama-3.3-70B-ArliAI-RPMax-v1.4-Q4_K_M.gguf
+  files:
+    - filename: ArliAI_Llama-3.3-70B-ArliAI-RPMax-v1.4-Q4_K_M.gguf
+      sha256: 7c79e76e5c057cfe32529d930360fbebd29697948e5bac4e4b2eb6d2ee596e31
+      uri: huggingface://bartowski/ArliAI_Llama-3.3-70B-ArliAI-RPMax-v1.4-GGUF/ArliAI_Llama-3.3-70B-ArliAI-RPMax-v1.4-Q4_K_M.gguf
 - &rwkv
   url: "github:mudler/LocalAI/gallery/rwkv.yaml@master"
   name: "rwkv-6-world-7b"
@@ -1448,7 +1462,7 @@
       sha256: 6063cf3cf90f72cfb6ad7564bca8229806cb9823a055adcbce3dc539c2a75765
       uri: huggingface://bartowski/AGI-0_Art-Skynet-3B-GGUF/AGI-0_Art-Skynet-3B-Q4_K_M.gguf
 - !!merge <<: *llama32
-  name: "localai-functioncall-llama3.2-3b-v0.5"
+  name: "LocalAI-functioncall-llama3.2-3b-v0.5"
   icon: https://cdn-uploads.huggingface.co/production/uploads/647374aa7ff32a81ac6d35d4/Dzbdzn27KEc3K6zNNi070.png
   urls:
     - https://huggingface.co/mudler/LocalAI-functioncall-llama3.2-3b-v0.5

From a801561f819bc79bc6e6c232b55c42586a406e42 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 6 Feb 2025 12:01:56 +0100
Subject: [PATCH 156/679] chore(model gallery): add
 tiger-lab_qwen2.5-32b-instruct-cft (#4773)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index b57d337f..98760238 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -3605,6 +3605,20 @@
     - filename: rubenroy_Gilgamesh-72B-Q4_K_M.gguf
       sha256: c6842b3bc882082c63243e762234ae697c1727bebed18b5241eb97e019f0cf68
       uri: huggingface://bartowski/rubenroy_Gilgamesh-72B-GGUF/rubenroy_Gilgamesh-72B-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "tiger-lab_qwen2.5-32b-instruct-cft"
+  urls:
+    - https://huggingface.co/TIGER-Lab/Qwen2.5-32B-Instruct-CFT
+    - https://huggingface.co/bartowski/TIGER-Lab_Qwen2.5-32B-Instruct-CFT-GGUF
+  description: |
+    Qwen2.5-32B-Instruct-CFT is a 32B parameter model fine-tuned using our novel Critique Fine-Tuning (CFT) approach. Built upon the Qwen2.5-32B-Instruct base model, this variant is trained to critique and analyze responses rather than simply imitate them, leading to enhanced reasoning capabilities.
+  overrides:
+    parameters:
+      model: TIGER-Lab_Qwen2.5-32B-Instruct-CFT-Q4_K_M.gguf
+  files:
+    - filename: TIGER-Lab_Qwen2.5-32B-Instruct-CFT-Q4_K_M.gguf
+      sha256: 57e87e246db368f39f31f38e44ba8e9dc838a026f729f5a123aacc2aeb5a9402
+      uri: huggingface://bartowski/TIGER-Lab_Qwen2.5-32B-Instruct-CFT-GGUF/TIGER-Lab_Qwen2.5-32B-Instruct-CFT-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From e4b8ddb6a1c3f0d14dbdde217b24896951e03da3 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 6 Feb 2025 12:03:59 +0100
Subject: [PATCH 157/679] chore(model gallery): add
 black-ink-guild_pernicious_prophecy_70b (#4774)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 16 ++++++++++++++++
 1 file changed, 16 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 98760238..4e75e71f 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -537,6 +537,22 @@
     - filename: ArliAI_Llama-3.3-70B-ArliAI-RPMax-v1.4-Q4_K_M.gguf
       sha256: 7c79e76e5c057cfe32529d930360fbebd29697948e5bac4e4b2eb6d2ee596e31
       uri: huggingface://bartowski/ArliAI_Llama-3.3-70B-ArliAI-RPMax-v1.4-GGUF/ArliAI_Llama-3.3-70B-ArliAI-RPMax-v1.4-Q4_K_M.gguf
+- !!merge <<: *llama33
+  name: "black-ink-guild_pernicious_prophecy_70b"
+  icon: https://huggingface.co/Black-Ink-Guild/Pernicious_Prophecy_70B/resolve/main/header.gif
+  urls:
+    - https://huggingface.co/Black-Ink-Guild/Pernicious_Prophecy_70B
+    - https://huggingface.co/bartowski/Black-Ink-Guild_Pernicious_Prophecy_70B-GGUF
+  description: |
+    Pernicious Prophecy 70B is a Llama-3.3 70B-based, two-step model designed by Black Ink Guild (SicariusSicariiStuff and invisietch) for uncensored roleplay, assistant tasks, and general usage.
+    NOTE: Pernicious Prophecy 70B is an uncensored model and can produce deranged, offensive, and dangerous outputs. You are solely responsible for anything that you choose to do with this model.
+  overrides:
+    parameters:
+      model: Black-Ink-Guild_Pernicious_Prophecy_70B-Q4_K_M.gguf
+  files:
+    - filename: Black-Ink-Guild_Pernicious_Prophecy_70B-Q4_K_M.gguf
+      sha256: d8d4874b837993546b750db3faf1c6e5d867883a6750f04f1f4986973d7c107b
+      uri: huggingface://bartowski/Black-Ink-Guild_Pernicious_Prophecy_70B-GGUF/Black-Ink-Guild_Pernicious_Prophecy_70B-Q4_K_M.gguf
 - &rwkv
   url: "github:mudler/LocalAI/gallery/rwkv.yaml@master"
   name: "rwkv-6-world-7b"

From 8d45670e4109db8968ffa5ae426f6656e9e0784c Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 6 Feb 2025 12:41:08 +0100
Subject: [PATCH 158/679] fix(openai): consistently return stop reason (#4771)

We were not returning a stop reason when no tool was actually called
(even if specified).

Fixes: https://github.com/mudler/LocalAI/issues/4716

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 core/http/endpoints/openai/chat.go | 16 ++++++++++------
 1 file changed, 10 insertions(+), 6 deletions(-)

diff --git a/core/http/endpoints/openai/chat.go b/core/http/endpoints/openai/chat.go
index 3b8d3056..a94a729a 100644
--- a/core/http/endpoints/openai/chat.go
+++ b/core/http/endpoints/openai/chat.go
@@ -401,6 +401,11 @@ func ChatEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, evaluat
 				log.Debug().Msgf("Text content to return: %s", textContentToReturn)
 				noActionsToRun := len(results) > 0 && results[0].Name == noActionName || len(results) == 0
 
+				finishReason := "stop"
+				if len(input.Tools) > 0 {
+					finishReason = "tool_calls"
+				}
+
 				switch {
 				case noActionsToRun:
 					result, err := handleQuestion(config, input, ml, startupOptions, results, s, predInput)
@@ -408,19 +413,18 @@ func ChatEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, evaluat
 						log.Error().Err(err).Msg("error handling question")
 						return
 					}
+
 					*c = append(*c, schema.Choice{
-						Message: &schema.Message{Role: "assistant", Content: &result}})
+						FinishReason: finishReason,
+						Message:      &schema.Message{Role: "assistant", Content: &result}})
 				default:
 					toolChoice := schema.Choice{
+						FinishReason: finishReason,
 						Message: &schema.Message{
 							Role: "assistant",
 						},
 					}
 
-					if len(input.Tools) > 0 {
-						toolChoice.FinishReason = "tool_calls"
-					}
-
 					for _, ss := range results {
 						name, args := ss.Name, ss.Arguments
 						if len(input.Tools) > 0 {
@@ -438,7 +442,7 @@ func ChatEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, evaluat
 								},
 							)
 						} else {
-							// otherwise we return more choices directly
+							// otherwise we return more choices directly (deprecated)
 							*c = append(*c, schema.Choice{
 								FinishReason: "function_call",
 								Message: &schema.Message{

From 7f90ff7aecd973a17c77a7248b9112401eac4c97 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 6 Feb 2025 18:36:23 +0100
Subject: [PATCH 159/679] chore(llama-ggml): drop deprecated backend (#4775)

The GGML format is now dead, since in the next version of LocalAI we
already bring many breaking compatibility changes, taking the occasion
also to drop ggml support (pre-gguf).

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 Makefile                                      |  38 +---
 backend/go/llm/llama-ggml/llama.go            | 204 ------------------
 backend/go/llm/llama-ggml/main.go             |  19 --
 core/http/app_test.go                         |  71 ------
 docs/content/docs/features/text-generation.md |  17 +-
 pkg/model/initializers.go                     |   6 +-
 6 files changed, 7 insertions(+), 348 deletions(-)
 delete mode 100644 backend/go/llm/llama-ggml/llama.go
 delete mode 100644 backend/go/llm/llama-ggml/main.go

diff --git a/Makefile b/Makefile
index 7edb6f6a..790c6e6d 100644
--- a/Makefile
+++ b/Makefile
@@ -6,8 +6,6 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-GOLLAMA_REPO?=https://github.com/go-skynet/go-llama.cpp
-GOLLAMA_VERSION?=2b57a8ae43e4699d3dc5d1496a1ccd42922993be
 CPPLLAMA_VERSION?=d774ab3acc4fee41fbed6dbfc192b57d5f79f34b
 
 # whisper.cpp version
@@ -151,7 +149,6 @@ ifeq ($(BUILD_TYPE),hipblas)
 	LD_LIBRARY_PATH ?= /opt/rocm/lib:/opt/rocm/llvm/lib
 	export CXX=$(ROCM_HOME)/llvm/bin/clang++
 	export CC=$(ROCM_HOME)/llvm/bin/clang
-	# llama-ggml has no hipblas support, so override it here.
 	export STABLE_BUILD_TYPE=
 	export GGML_HIP=1
 	GPU_TARGETS ?= gfx900,gfx906,gfx908,gfx940,gfx941,gfx942,gfx90a,gfx1030,gfx1031,gfx1100,gfx1101
@@ -188,7 +185,6 @@ ALL_GRPC_BACKENDS+=backend-assets/grpc/llama-cpp-avx
 ALL_GRPC_BACKENDS+=backend-assets/grpc/llama-cpp-avx2
 ALL_GRPC_BACKENDS+=backend-assets/grpc/llama-cpp-avx512
 ALL_GRPC_BACKENDS+=backend-assets/grpc/llama-cpp-fallback
-ALL_GRPC_BACKENDS+=backend-assets/grpc/llama-ggml
 ALL_GRPC_BACKENDS+=backend-assets/grpc/llama-cpp-grpc
 ALL_GRPC_BACKENDS+=backend-assets/util/llama-cpp-rpc-server
 ALL_GRPC_BACKENDS+=backend-assets/grpc/whisper
@@ -222,19 +218,6 @@ endif
 
 all: help
 
-## go-llama.cpp
-sources/go-llama.cpp:
-	mkdir -p sources/go-llama.cpp
-	cd sources/go-llama.cpp && \
-	git init && \
-	git remote add origin $(GOLLAMA_REPO) && \
-	git fetch origin && \
-	git checkout $(GOLLAMA_VERSION) && \
-	git submodule update --init --recursive --depth 1 --single-branch
-
-sources/go-llama.cpp/libbinding.a: sources/go-llama.cpp
-	$(MAKE) -C sources/go-llama.cpp BUILD_TYPE=$(STABLE_BUILD_TYPE) libbinding.a
-
 ## bark.cpp
 sources/bark.cpp:
 	git clone --recursive $(BARKCPP_REPO) sources/bark.cpp && \
@@ -310,19 +293,17 @@ sources/whisper.cpp:
 sources/whisper.cpp/libwhisper.a: sources/whisper.cpp
 	cd sources/whisper.cpp && $(MAKE) libwhisper.a libggml.a
 
-get-sources: sources/go-llama.cpp sources/go-piper sources/stablediffusion-ggml.cpp sources/bark.cpp sources/whisper.cpp backend/cpp/llama/llama.cpp
+get-sources: sources/go-piper sources/stablediffusion-ggml.cpp sources/bark.cpp sources/whisper.cpp backend/cpp/llama/llama.cpp
 
 replace:
 	$(GOCMD) mod edit -replace github.com/ggerganov/whisper.cpp=$(CURDIR)/sources/whisper.cpp
 	$(GOCMD) mod edit -replace github.com/ggerganov/whisper.cpp/bindings/go=$(CURDIR)/sources/whisper.cpp/bindings/go
 	$(GOCMD) mod edit -replace github.com/mudler/go-piper=$(CURDIR)/sources/go-piper
-	$(GOCMD) mod edit -replace github.com/go-skynet/go-llama.cpp=$(CURDIR)/sources/go-llama.cpp
 
 dropreplace:
 	$(GOCMD) mod edit -dropreplace github.com/ggerganov/whisper.cpp
 	$(GOCMD) mod edit -dropreplace github.com/ggerganov/whisper.cpp/bindings/go
 	$(GOCMD) mod edit -dropreplace github.com/mudler/go-piper
-	$(GOCMD) mod edit -dropreplace github.com/go-skynet/go-llama.cpp
 
 prepare-sources: get-sources replace
 	$(GOCMD) mod download
@@ -330,7 +311,6 @@ prepare-sources: get-sources replace
 ## GENERIC
 rebuild: ## Rebuilds the project
 	$(GOCMD) clean -cache
-	$(MAKE) -C sources/go-llama.cpp clean
 	$(MAKE) -C sources/whisper.cpp clean
 	$(MAKE) -C sources/go-piper clean
 	$(MAKE) build
@@ -434,7 +414,7 @@ run: prepare ## run local-ai
 test-models/testmodel.ggml:
 	mkdir test-models
 	mkdir test-dir
-	wget -q https://huggingface.co/TheBloke/orca_mini_3B-GGML/resolve/main/orca-mini-3b.ggmlv3.q4_0.bin -O test-models/testmodel.ggml
+	wget -q https://huggingface.co/RichardErkhov/Qwen_-_Qwen2-1.5B-Instruct-gguf/resolve/main/Qwen2-1.5B-Instruct.Q2_K.gguf -O test-models/testmodel.ggml
 	wget -q https://huggingface.co/ggerganov/whisper.cpp/resolve/main/ggml-base.en.bin -O test-models/whisper-en
 	wget -q https://huggingface.co/mudler/all-MiniLM-L6-v2/resolve/main/ggml-model-q4_0.bin -O test-models/bert
 	wget -q https://cdn.openai.com/whisper/draft-20220913a/micro-machines.wav -O test-dir/audio.wav
@@ -449,8 +429,7 @@ test: prepare test-models/testmodel.ggml grpcs
 	export GO_TAGS="tts debug"
 	$(MAKE) prepare-test
 	HUGGINGFACE_GRPC=$(abspath ./)/backend/python/transformers/run.sh TEST_DIR=$(abspath ./)/test-dir/ FIXTURES=$(abspath ./)/tests/fixtures CONFIG_FILE=$(abspath ./)/test-models/config.yaml MODELS_PATH=$(abspath ./)/test-models \
-	$(GOCMD) run github.com/onsi/ginkgo/v2/ginkgo --label-filter="!llama && !llama-gguf"  --flake-attempts $(TEST_FLAKES) --fail-fast -v -r $(TEST_PATHS)
-	$(MAKE) test-llama
+	$(GOCMD) run github.com/onsi/ginkgo/v2/ginkgo --label-filter="!llama-gguf"  --flake-attempts $(TEST_FLAKES) --fail-fast -v -r $(TEST_PATHS)
 	$(MAKE) test-llama-gguf
 	$(MAKE) test-tts
 	$(MAKE) test-stablediffusion
@@ -479,10 +458,6 @@ teardown-e2e:
 	rm -rf $(TEST_DIR) || true
 	docker stop $$(docker ps -q --filter ancestor=localai-tests)
 
-test-llama: prepare-test
-	TEST_DIR=$(abspath ./)/test-dir/ FIXTURES=$(abspath ./)/tests/fixtures CONFIG_FILE=$(abspath ./)/test-models/config.yaml MODELS_PATH=$(abspath ./)/test-models \
-	$(GOCMD) run github.com/onsi/ginkgo/v2/ginkgo --label-filter="llama" --flake-attempts $(TEST_FLAKES) -v -r $(TEST_PATHS)
-
 test-llama-gguf: prepare-test
 	TEST_DIR=$(abspath ./)/test-dir/ FIXTURES=$(abspath ./)/tests/fixtures CONFIG_FILE=$(abspath ./)/test-models/config.yaml MODELS_PATH=$(abspath ./)/test-models \
 	$(GOCMD) run github.com/onsi/ginkgo/v2/ginkgo --label-filter="llama-gguf" --flake-attempts $(TEST_FLAKES) -v -r $(TEST_PATHS)
@@ -760,13 +735,6 @@ backend-assets/util/llama-cpp-rpc-server: backend-assets/grpc/llama-cpp-grpc
 	mkdir -p backend-assets/util/
 	cp -rf backend/cpp/llama-grpc/llama.cpp/build/bin/rpc-server backend-assets/util/llama-cpp-rpc-server
 
-backend-assets/grpc/llama-ggml: sources/go-llama.cpp sources/go-llama.cpp/libbinding.a backend-assets/grpc
-	CGO_LDFLAGS="$(CGO_LDFLAGS)" C_INCLUDE_PATH=$(CURDIR)/sources/go-llama.cpp LIBRARY_PATH=$(CURDIR)/sources/go-llama.cpp \
-	$(GOCMD) build -ldflags "$(LD_FLAGS)" -tags "$(GO_TAGS)" -o backend-assets/grpc/llama-ggml ./backend/go/llm/llama-ggml/
-ifneq ($(UPX),)
-	$(UPX) backend-assets/grpc/llama-ggml
-endif
-
 backend-assets/grpc/bark-cpp: backend/go/bark/libbark.a backend-assets/grpc
 	CGO_LDFLAGS="$(CGO_LDFLAGS)" C_INCLUDE_PATH=$(CURDIR)/backend/go/bark/ LIBRARY_PATH=$(CURDIR)/backend/go/bark/ \
 	$(GOCMD) build -ldflags "$(LD_FLAGS)" -tags "$(GO_TAGS)" -o backend-assets/grpc/bark-cpp ./backend/go/bark/
diff --git a/backend/go/llm/llama-ggml/llama.go b/backend/go/llm/llama-ggml/llama.go
deleted file mode 100644
index 1a7add69..00000000
--- a/backend/go/llm/llama-ggml/llama.go
+++ /dev/null
@@ -1,204 +0,0 @@
-package main
-
-// This is a wrapper to statisfy the GRPC service interface
-// It is meant to be used by the main executable that is the server for the specific backend type (falcon, gpt3, etc)
-import (
-	"fmt"
-
-	"github.com/go-skynet/go-llama.cpp"
-	"github.com/mudler/LocalAI/pkg/grpc/base"
-	pb "github.com/mudler/LocalAI/pkg/grpc/proto"
-)
-
-type LLM struct {
-	base.SingleThread
-
-	llama *llama.LLama
-}
-
-func (llm *LLM) Load(opts *pb.ModelOptions) error {
-	ropeFreqBase := float32(10000)
-	ropeFreqScale := float32(1)
-
-	if opts.RopeFreqBase != 0 {
-		ropeFreqBase = opts.RopeFreqBase
-	}
-	if opts.RopeFreqScale != 0 {
-		ropeFreqScale = opts.RopeFreqScale
-	}
-
-	llamaOpts := []llama.ModelOption{
-		llama.WithRopeFreqBase(ropeFreqBase),
-		llama.WithRopeFreqScale(ropeFreqScale),
-	}
-
-	if opts.NGQA != 0 {
-		llamaOpts = append(llamaOpts, llama.WithGQA(int(opts.NGQA)))
-	}
-
-	if opts.RMSNormEps != 0 {
-		llamaOpts = append(llamaOpts, llama.WithRMSNormEPS(opts.RMSNormEps))
-	}
-
-	if opts.ContextSize != 0 {
-		llamaOpts = append(llamaOpts, llama.SetContext(int(opts.ContextSize)))
-	}
-	if opts.F16Memory {
-		llamaOpts = append(llamaOpts, llama.EnableF16Memory)
-	}
-	if opts.Embeddings {
-		llamaOpts = append(llamaOpts, llama.EnableEmbeddings)
-	}
-	if opts.NGPULayers != 0 {
-		llamaOpts = append(llamaOpts, llama.SetGPULayers(int(opts.NGPULayers)))
-	}
-
-	llamaOpts = append(llamaOpts, llama.SetMMap(opts.MMap))
-	llamaOpts = append(llamaOpts, llama.SetMainGPU(opts.MainGPU))
-	llamaOpts = append(llamaOpts, llama.SetTensorSplit(opts.TensorSplit))
-	if opts.NBatch != 0 {
-		llamaOpts = append(llamaOpts, llama.SetNBatch(int(opts.NBatch)))
-	} else {
-		llamaOpts = append(llamaOpts, llama.SetNBatch(512))
-	}
-
-	if opts.NUMA {
-		llamaOpts = append(llamaOpts, llama.EnableNUMA)
-	}
-
-	if opts.LowVRAM {
-		llamaOpts = append(llamaOpts, llama.EnabelLowVRAM)
-	}
-
-	model, err := llama.New(opts.ModelFile, llamaOpts...)
-	llm.llama = model
-
-	return err
-}
-
-func buildPredictOptions(opts *pb.PredictOptions) []llama.PredictOption {
-	ropeFreqBase := float32(10000)
-	ropeFreqScale := float32(1)
-
-	if opts.RopeFreqBase != 0 {
-		ropeFreqBase = opts.RopeFreqBase
-	}
-	if opts.RopeFreqScale != 0 {
-		ropeFreqScale = opts.RopeFreqScale
-	}
-	predictOptions := []llama.PredictOption{
-		llama.SetTemperature(opts.Temperature),
-		llama.SetTopP(opts.TopP),
-		llama.SetTopK(int(opts.TopK)),
-		llama.SetTokens(int(opts.Tokens)),
-		llama.SetThreads(int(opts.Threads)),
-		llama.WithGrammar(opts.Grammar),
-		llama.SetRopeFreqBase(ropeFreqBase),
-		llama.SetRopeFreqScale(ropeFreqScale),
-		llama.SetNegativePromptScale(opts.NegativePromptScale),
-		llama.SetNegativePrompt(opts.NegativePrompt),
-	}
-
-	if opts.PromptCacheAll {
-		predictOptions = append(predictOptions, llama.EnablePromptCacheAll)
-	}
-
-	if opts.PromptCacheRO {
-		predictOptions = append(predictOptions, llama.EnablePromptCacheRO)
-	}
-
-	// Expected absolute path
-	if opts.PromptCachePath != "" {
-		predictOptions = append(predictOptions, llama.SetPathPromptCache(opts.PromptCachePath))
-	}
-
-	if opts.Mirostat != 0 {
-		predictOptions = append(predictOptions, llama.SetMirostat(int(opts.Mirostat)))
-	}
-
-	if opts.MirostatETA != 0 {
-		predictOptions = append(predictOptions, llama.SetMirostatETA(opts.MirostatETA))
-	}
-
-	if opts.MirostatTAU != 0 {
-		predictOptions = append(predictOptions, llama.SetMirostatTAU(opts.MirostatTAU))
-	}
-
-	if opts.Debug {
-		predictOptions = append(predictOptions, llama.Debug)
-	}
-
-	predictOptions = append(predictOptions, llama.SetStopWords(opts.StopPrompts...))
-
-	if opts.PresencePenalty != 0 {
-		predictOptions = append(predictOptions, llama.SetPenalty(opts.PresencePenalty))
-	}
-
-	if opts.NKeep != 0 {
-		predictOptions = append(predictOptions, llama.SetNKeep(int(opts.NKeep)))
-	}
-
-	if opts.Batch != 0 {
-		predictOptions = append(predictOptions, llama.SetBatch(int(opts.Batch)))
-	}
-
-	if opts.F16KV {
-		predictOptions = append(predictOptions, llama.EnableF16KV)
-	}
-
-	if opts.IgnoreEOS {
-		predictOptions = append(predictOptions, llama.IgnoreEOS)
-	}
-
-	if opts.Seed != 0 {
-		predictOptions = append(predictOptions, llama.SetSeed(int(opts.Seed)))
-	}
-
-	//predictOptions = append(predictOptions, llama.SetLogitBias(c.Seed))
-
-	predictOptions = append(predictOptions, llama.SetFrequencyPenalty(opts.FrequencyPenalty))
-	predictOptions = append(predictOptions, llama.SetMlock(opts.MLock))
-	predictOptions = append(predictOptions, llama.SetMemoryMap(opts.MMap))
-	predictOptions = append(predictOptions, llama.SetPredictionMainGPU(opts.MainGPU))
-	predictOptions = append(predictOptions, llama.SetPredictionTensorSplit(opts.TensorSplit))
-	predictOptions = append(predictOptions, llama.SetTailFreeSamplingZ(opts.TailFreeSamplingZ))
-	predictOptions = append(predictOptions, llama.SetTypicalP(opts.TypicalP))
-	return predictOptions
-}
-
-func (llm *LLM) Predict(opts *pb.PredictOptions) (string, error) {
-	return llm.llama.Predict(opts.Prompt, buildPredictOptions(opts)...)
-}
-
-func (llm *LLM) PredictStream(opts *pb.PredictOptions, results chan string) error {
-	predictOptions := buildPredictOptions(opts)
-
-	predictOptions = append(predictOptions, llama.SetTokenCallback(func(token string) bool {
-		results <- token
-		return true
-	}))
-
-	go func() {
-		_, err := llm.llama.Predict(opts.Prompt, predictOptions...)
-		if err != nil {
-			fmt.Println("err: ", err)
-		}
-		close(results)
-	}()
-
-	return nil
-}
-
-func (llm *LLM) Embeddings(opts *pb.PredictOptions) ([]float32, error) {
-	predictOptions := buildPredictOptions(opts)
-
-	if len(opts.EmbeddingTokens) > 0 {
-		tokens := []int{}
-		for _, t := range opts.EmbeddingTokens {
-			tokens = append(tokens, int(t))
-		}
-		return llm.llama.TokenEmbeddings(tokens, predictOptions...)
-	}
-
-	return llm.llama.Embeddings(opts.Embeddings, predictOptions...)
-}
diff --git a/backend/go/llm/llama-ggml/main.go b/backend/go/llm/llama-ggml/main.go
deleted file mode 100644
index 544771db..00000000
--- a/backend/go/llm/llama-ggml/main.go
+++ /dev/null
@@ -1,19 +0,0 @@
-package main
-
-import (
-	"flag"
-
-	grpc "github.com/mudler/LocalAI/pkg/grpc"
-)
-
-var (
-	addr = flag.String("addr", "localhost:50051", "the address to connect to")
-)
-
-func main() {
-	flag.Parse()
-
-	if err := grpc.StartServer(*addr, &LLM{}); err != nil {
-		panic(err)
-	}
-}
diff --git a/core/http/app_test.go b/core/http/app_test.go
index ca7a2eaa..ecaf6da3 100644
--- a/core/http/app_test.go
+++ b/core/http/app_test.go
@@ -526,77 +526,6 @@ var _ = Describe("API test", func() {
 				Expect(content["usage"]).To(ContainSubstring("You can test this model with curl like this"))
 			})
 
-			It("runs openllama(llama-ggml backend)", Label("llama"), func() {
-				if runtime.GOOS != "linux" {
-					Skip("test supported only on linux")
-				}
-				response := postModelApplyRequest("http://127.0.0.1:9090/models/apply", modelApplyRequest{
-					URL:       "github:go-skynet/model-gallery/openllama_3b.yaml",
-					Name:      "openllama_3b",
-					Overrides: map[string]interface{}{"backend": "llama-ggml", "mmap": true, "f16": true, "context_size": 128},
-				})
-
-				Expect(response["uuid"]).ToNot(BeEmpty(), fmt.Sprint(response))
-
-				uuid := response["uuid"].(string)
-
-				Eventually(func() bool {
-					response := getModelStatus("http://127.0.0.1:9090/models/jobs/" + uuid)
-					return response["processed"].(bool)
-				}, "360s", "10s").Should(Equal(true))
-
-				By("testing completion")
-				resp, err := client.CreateCompletion(context.TODO(), openai.CompletionRequest{Model: "openllama_3b", Prompt: "Count up to five: one, two, three, four, "})
-				Expect(err).ToNot(HaveOccurred())
-				Expect(len(resp.Choices)).To(Equal(1))
-				Expect(resp.Choices[0].Text).To(ContainSubstring("five"))
-
-				By("testing functions")
-				resp2, err := client.CreateChatCompletion(
-					context.TODO(),
-					openai.ChatCompletionRequest{
-						Model: "openllama_3b",
-						Messages: []openai.ChatCompletionMessage{
-							{
-								Role:    "user",
-								Content: "What is the weather like in San Francisco (celsius)?",
-							},
-						},
-						Functions: []openai.FunctionDefinition{
-							openai.FunctionDefinition{
-								Name:        "get_current_weather",
-								Description: "Get the current weather",
-								Parameters: jsonschema.Definition{
-									Type: jsonschema.Object,
-									Properties: map[string]jsonschema.Definition{
-										"location": {
-											Type:        jsonschema.String,
-											Description: "The city and state, e.g. San Francisco, CA",
-										},
-										"unit": {
-											Type: jsonschema.String,
-											Enum: []string{"celcius", "fahrenheit"},
-										},
-									},
-									Required: []string{"location"},
-								},
-							},
-						},
-					})
-				Expect(err).ToNot(HaveOccurred())
-				Expect(len(resp2.Choices)).To(Equal(1))
-				Expect(resp2.Choices[0].Message.FunctionCall).ToNot(BeNil())
-				Expect(resp2.Choices[0].Message.FunctionCall.Name).To(Equal("get_current_weather"), resp2.Choices[0].Message.FunctionCall.Name)
-
-				var res map[string]string
-				err = json.Unmarshal([]byte(resp2.Choices[0].Message.FunctionCall.Arguments), &res)
-				Expect(err).ToNot(HaveOccurred())
-				Expect(res["location"]).To(ContainSubstring("San Francisco"), fmt.Sprint(res))
-				Expect(res["unit"]).To(Equal("celcius"), fmt.Sprint(res))
-				Expect(string(resp2.Choices[0].FinishReason)).To(Equal("function_call"), fmt.Sprint(resp2.Choices[0].FinishReason))
-
-			})
-
 			It("runs openllama gguf(llama-cpp)", Label("llama-gguf"), func() {
 				if runtime.GOOS != "linux" {
 					Skip("test supported only on linux")
diff --git a/docs/content/docs/features/text-generation.md b/docs/content/docs/features/text-generation.md
index 11ab3999..342b8e76 100644
--- a/docs/content/docs/features/text-generation.md
+++ b/docs/content/docs/features/text-generation.md
@@ -124,7 +124,7 @@ Note: rwkv models needs to specify the backend `rwkv` in the YAML config files a
 
 {{% alert note %}}
 
-The `ggml` file format has been deprecated. If you are using `ggml` models and you are configuring your model with a YAML file, specify, use the `llama-ggml` backend instead. If you are relying in automatic detection of the model, you should be fine. For `gguf` models, use the `llama` backend. The go backend is deprecated as well but still available as `go-llama`. The go backend supports still features not available in the mainline: speculative sampling and embeddings.
+The `ggml` file format has been deprecated. If you are using `ggml` models and you are configuring your model with a YAML file, specify, use a LocalAI version older than v2.25.0. For `gguf` models, use the `llama` backend. The go backend is deprecated as well but still available as `go-llama`.
 
 {{% /alert %}}
 
@@ -175,25 +175,12 @@ name: llama
 backend: llama
 parameters:
   # Relative to the models path
-  model: file.gguf.bin
-```
-
-In the example above we specify `llama` as the backend to restrict loading `gguf` models only. 
-
-For instance, to use the `llama-ggml` backend for `ggml` models:
-
-```yaml
-name: llama
-backend: llama-ggml
-parameters:
-  # Relative to the models path
-  model: file.ggml.bin
+  model: file.gguf
 ```
 
 #### Reference
 
 - [llama](https://github.com/ggerganov/llama.cpp)
-- [binding](https://github.com/go-skynet/go-llama.cpp)
 
 
 ### exllama/2
diff --git a/pkg/model/initializers.go b/pkg/model/initializers.go
index ace72fa3..5e465cf0 100644
--- a/pkg/model/initializers.go
+++ b/pkg/model/initializers.go
@@ -43,8 +43,6 @@ var TypeAlias map[string]string = map[string]string{
 var AutoDetect = os.Getenv("DISABLE_AUTODETECT") != "true"
 
 const (
-	LlamaGGML = "llama-ggml"
-
 	LLamaCPP = "llama-cpp"
 
 	LLamaCPPAVX2     = "llama-cpp-avx2"
@@ -143,10 +141,10 @@ func orderBackends(backends map[string][]string) ([]string, error) {
 
 	// sets a priority list - first has more priority
 	priorityList := []string{
-		// First llama.cpp(variants) and llama-ggml to follow.
+		// First llama.cpp(variants)
 		// We keep the fallback to prevent that if the llama.cpp variants
 		// that depends on shared libs if breaks have still a safety net.
-		LLamaCPP, LlamaGGML, LLamaCPPFallback,
+		LLamaCPP, LLamaCPPFallback,
 	}
 
 	toTheEnd := []string{

From cc1f6f913f3c271cc2e73080991163b18ea03be0 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 6 Feb 2025 19:39:59 +0100
Subject: [PATCH 160/679] fix(llama.cpp): disable mirostat as default (#2911)

Even if increasing the quality of the output, it has shown to have
performance drawbacks to be so noticeable that the confuses users about
speed of LocalAI ( see also
https://github.com/mudler/LocalAI/issues/2780 ).

This changeset disables Mirostat by default (which can
be still enabled manually).

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Co-authored-by: Dave <dave@gray101.com>
---
 core/config/backend_config.go | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/core/config/backend_config.go b/core/config/backend_config.go
index 8ce93d9f..2b130ec8 100644
--- a/core/config/backend_config.go
+++ b/core/config/backend_config.go
@@ -287,7 +287,8 @@ func (cfg *BackendConfig) SetDefaults(opts ...ConfigLoaderOption) {
 	defaultTopP := 0.95
 	defaultTopK := 40
 	defaultTemp := 0.9
-	defaultMirostat := 2
+	// https://github.com/mudler/LocalAI/issues/2780
+	defaultMirostat := 0
 	defaultMirostatTAU := 5.0
 	defaultMirostatETA := 0.1
 	defaultTypicalP := 1.0

From 731674eee7457642a042a043398d40e6cbf3e06a Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Thu, 6 Feb 2025 23:02:00 +0100
Subject: [PATCH 161/679] chore: :arrow_up: Update ggerganov/llama.cpp to
 `8a59053f63fffc24e730cd3ea067760abfe4a919` (#4776)

:arrow_up: Update ggerganov/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 790c6e6d..a1224035 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=d774ab3acc4fee41fbed6dbfc192b57d5f79f34b
+CPPLLAMA_VERSION?=8a59053f63fffc24e730cd3ea067760abfe4a919
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From f670e0a91c788bde1c84d96958b3843d13f8f0f3 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 7 Feb 2025 13:29:53 +0100
Subject: [PATCH 162/679] chore(model gallery): add
 nohobby_l3.3-prikol-70b-v0.5 (#4777)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 23 +++++++++++++++++++++++
 1 file changed, 23 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 4e75e71f..5bde3e85 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -553,6 +553,29 @@
     - filename: Black-Ink-Guild_Pernicious_Prophecy_70B-Q4_K_M.gguf
       sha256: d8d4874b837993546b750db3faf1c6e5d867883a6750f04f1f4986973d7c107b
       uri: huggingface://bartowski/Black-Ink-Guild_Pernicious_Prophecy_70B-GGUF/Black-Ink-Guild_Pernicious_Prophecy_70B-Q4_K_M.gguf
+- !!merge <<: *llama33
+  name: "nohobby_l3.3-prikol-70b-v0.5"
+  icon: https://files.catbox.moe/x9t3zo.png
+  urls:
+    - https://huggingface.co/Nohobby/L3.3-Prikol-70B-v0.5
+    - https://huggingface.co/bartowski/Nohobby_L3.3-Prikol-70B-v0.5-GGUF
+  description: |
+    99% of mergekit addicts quit before they hit it big.
+
+    Gosh, I need to create an org for my test runs - my profile looks like a dumpster.
+
+    What was it again? Ah, the new model.
+
+    Exactly what I wanted. All I had to do was yank out the cursed official DeepSeek distill and here we are.
+
+    From the brief tests it gave me some unusual takes on the character cards I'm used to. Just this makes it worth it imo. Also the writing is kinda nice.
+  overrides:
+    parameters:
+      model: Nohobby_L3.3-Prikol-70B-v0.5-Q4_K_M.gguf
+  files:
+    - filename: Nohobby_L3.3-Prikol-70B-v0.5-Q4_K_M.gguf
+      sha256: 36f29015f1f420f51569603445a3ea5fe72e3651c2022ef064086f5617578fe6
+      uri: huggingface://bartowski/Nohobby_L3.3-Prikol-70B-v0.5-GGUF/Nohobby_L3.3-Prikol-70B-v0.5-Q4_K_M.gguf
 - &rwkv
   url: "github:mudler/LocalAI/gallery/rwkv.yaml@master"
   name: "rwkv-6-world-7b"

From cc163429dc3ea027d9a6b6578757e942fcb62ce1 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 7 Feb 2025 13:31:49 +0100
Subject: [PATCH 163/679] chore(model gallery): add
 cognitivecomputations_dolphin3.0-r1-mistral-24b (#4778)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 16 ++++++++++++++++
 1 file changed, 16 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 5bde3e85..5af8f895 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -6913,6 +6913,22 @@
     - filename: krutrim-ai-labs_Krutrim-2-instruct-Q4_K_M.gguf
       sha256: 03aa6d1fb7ab70482a2242839b8d8e1c789aa90a8be415076ddf84bef65f06c7
       uri: huggingface://bartowski/krutrim-ai-labs_Krutrim-2-instruct-GGUF/krutrim-ai-labs_Krutrim-2-instruct-Q4_K_M.gguf
+- !!merge <<: *mistral03
+  name: "cognitivecomputations_dolphin3.0-r1-mistral-24b"
+  url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/63111b2d88942700629f5771/hdAvdwZiJaLbGmvSZ3wTT.png
+  urls:
+    - https://huggingface.co/cognitivecomputations/Dolphin3.0-R1-Mistral-24B
+    - https://huggingface.co/bartowski/cognitivecomputations_Dolphin3.0-R1-Mistral-24B-GGUF
+  description: |
+    Dolphin 3.0 R1 is the next generation of the Dolphin series of instruct-tuned models. Designed to be the ultimate general purpose local model, enabling coding, math, agentic, function calling, and general use cases.
+  overrides:
+    parameters:
+      model: cognitivecomputations_Dolphin3.0-R1-Mistral-24B-Q4_K_M.gguf
+  files:
+    - filename: cognitivecomputations_Dolphin3.0-R1-Mistral-24B-Q4_K_M.gguf
+      sha256: d67de1e94fb32742bd09ee8beebbeb36a4b544785a8f8413dc4d9490e04eda6c
+      uri: huggingface://bartowski/cognitivecomputations_Dolphin3.0-R1-Mistral-24B-GGUF/cognitivecomputations_Dolphin3.0-R1-Mistral-24B-Q4_K_M.gguf
 - &mudler
   url: "github:mudler/LocalAI/gallery/mudler.yaml@master" ### START mudler's LocalAI specific-models
   name: "LocalAI-llama3-8b-function-call-v0.2"

From 230fe0098faeca88a6ab4ddcba8e70ce0794ea86 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 7 Feb 2025 13:33:24 +0100
Subject: [PATCH 164/679] chore(model gallery): add
 cognitivecomputations_dolphin3.0-mistral-24b (#4779)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 16 ++++++++++++++++
 1 file changed, 16 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 5af8f895..3e0c1ac6 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -6929,6 +6929,22 @@
     - filename: cognitivecomputations_Dolphin3.0-R1-Mistral-24B-Q4_K_M.gguf
       sha256: d67de1e94fb32742bd09ee8beebbeb36a4b544785a8f8413dc4d9490e04eda6c
       uri: huggingface://bartowski/cognitivecomputations_Dolphin3.0-R1-Mistral-24B-GGUF/cognitivecomputations_Dolphin3.0-R1-Mistral-24B-Q4_K_M.gguf
+- !!merge <<: *mistral03
+  name: "cognitivecomputations_dolphin3.0-mistral-24b"
+  url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/63111b2d88942700629f5771/cNCs1TBD3FelWCJGkZ3cd.png
+  urls:
+    - https://huggingface.co/cognitivecomputations/Dolphin3.0-Mistral-24B
+    - https://huggingface.co/bartowski/cognitivecomputations_Dolphin3.0-Mistral-24B-GGUF
+  description: |
+    Dolphin 3.0 is the next generation of the Dolphin series of instruct-tuned models. Designed to be the ultimate general purpose local model, enabling coding, math, agentic, function calling, and general use cases.
+  overrides:
+    parameters:
+      model: cognitivecomputations_Dolphin3.0-Mistral-24B-Q4_K_M.gguf
+  files:
+    - filename: cognitivecomputations_Dolphin3.0-Mistral-24B-Q4_K_M.gguf
+      sha256: 6f193bbf98628140194df257c7466e2c6f80a7ef70a6ebae26c53b2f2ef21994
+      uri: huggingface://bartowski/cognitivecomputations_Dolphin3.0-Mistral-24B-GGUF/cognitivecomputations_Dolphin3.0-Mistral-24B-Q4_K_M.gguf
 - &mudler
   url: "github:mudler/LocalAI/gallery/mudler.yaml@master" ### START mudler's LocalAI specific-models
   name: "LocalAI-llama3-8b-function-call-v0.2"

From 4b1b942a7f747755fe3e45bead662eeb96db3959 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 8 Feb 2025 09:04:18 +0100
Subject: [PATCH 165/679] chore(model gallery): add
 sicariussicariistuff_redemption_wind_24b (#4781)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 22 ++++++++++++++++++++++
 1 file changed, 22 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 3e0c1ac6..4b61a0e3 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -6945,6 +6945,28 @@
     - filename: cognitivecomputations_Dolphin3.0-Mistral-24B-Q4_K_M.gguf
       sha256: 6f193bbf98628140194df257c7466e2c6f80a7ef70a6ebae26c53b2f2ef21994
       uri: huggingface://bartowski/cognitivecomputations_Dolphin3.0-Mistral-24B-GGUF/cognitivecomputations_Dolphin3.0-Mistral-24B-Q4_K_M.gguf
+- !!merge <<: *mistral03
+  name: "sicariussicariistuff_redemption_wind_24b"
+  url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
+  icon: https://huggingface.co/SicariusSicariiStuff/Redemption_Wind_24B/resolve/main/Images/Redemption_Wind_24B.png
+  urls:
+    - https://huggingface.co/SicariusSicariiStuff/Redemption_Wind_24B
+    - https://huggingface.co/bartowski/SicariusSicariiStuff_Redemption_Wind_24B-GGUF
+  description: |
+    This is a lightly fine-tuned version of the Mistral 24B base model, designed as an accessible and adaptable foundation for further fine-tuning and merging fodder. Key modifications include:
+    ChatML-ified, with no additional tokens introduced.
+    High quality private instruct—not generated by ChatGPT or Claude, ensuring no slop and good markdown understanding.
+    No refusals—since it’s a base model, refusals should be minimal to non-existent, though, in early testing, occasional warnings still appear (I assume some were baked into the pre-train).
+    High-quality private creative writing dataset Mainly to dilute baked-in slop further, but it can actually write some stories, not bad for loss ~8.
+    Small, high-quality private RP dataset This was done so further tuning for RP will be easier. The dataset was kept small and contains ZERO SLOP, some entries are of 16k token length.
+    Exceptional adherence to character cards This was done to make it easier for further tunes intended for roleplay.
+  overrides:
+    parameters:
+      model: SicariusSicariiStuff_Redemption_Wind_24B-Q4_K_M.gguf
+  files:
+    - filename: SicariusSicariiStuff_Redemption_Wind_24B-Q4_K_M.gguf
+      sha256: 40025eb00d83c9e9393555962962a2dfc5251fe7bd70812835ff0bcc55ecc463
+      uri: huggingface://bartowski/SicariusSicariiStuff_Redemption_Wind_24B-GGUF/SicariusSicariiStuff_Redemption_Wind_24B-Q4_K_M.gguf
 - &mudler
   url: "github:mudler/LocalAI/gallery/mudler.yaml@master" ### START mudler's LocalAI specific-models
   name: "LocalAI-llama3-8b-function-call-v0.2"

From 7a5912908a6c8ae2791ddc6d5a733181ae02828a Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Sat, 8 Feb 2025 09:44:34 +0100
Subject: [PATCH 166/679] chore: :arrow_up: Update ggerganov/llama.cpp to
 `d2fe216fb2fb7ca8627618c9ea3a2e7886325780` (#4780)

:arrow_up: Update ggerganov/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index a1224035..01d5a14a 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=8a59053f63fffc24e730cd3ea067760abfe4a919
+CPPLLAMA_VERSION?=d2fe216fb2fb7ca8627618c9ea3a2e7886325780
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From e01acc88c984c60b5a3e60bb1e12d4e232a20f6c Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Sat, 8 Feb 2025 22:57:40 +0100
Subject: [PATCH 167/679] chore: :arrow_up: Update ggerganov/llama.cpp to
 `e6e658319952f7ad269dc11275b9edddc721fc6d` (#4787)

:arrow_up: Update ggerganov/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 01d5a14a..05fa4a44 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=d2fe216fb2fb7ca8627618c9ea3a2e7886325780
+CPPLLAMA_VERSION?=e6e658319952f7ad269dc11275b9edddc721fc6d
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From fb2f847507268daf4fbba106e3d73b1f09314b37 Mon Sep 17 00:00:00 2001
From: Dave <dave@gray101.com>
Date: Sun, 9 Feb 2025 04:52:28 -0500
Subject: [PATCH 168/679] chore: migrate bruno request files to examples repo
 (#4788)

migrate bruno request files to examples repo

Signed-off-by: Dave Lee <dave@gray101.com>
---
 .../Sound Generation/musicgen.bru             |  23 --------------
 .../backend monitor/backend monitor.bru       |  17 ----------
 .../backend monitor/backend-shutdown.bru      |  21 ------------
 .bruno/LocalAI Test Requests/bruno.json       |   5 ---
 .../environments/localhost.bru                |   6 ----
 .../LocalAI Test Requests/get models list.bru |  11 -------
 .../image generation/Generate image.bru       |  25 ---------------
 .../llm text/-completions.bru                 |  24 --------------
 .../LocalAI Test Requests/llm text/-edits.bru |  23 --------------
 .../llm text/-embeddings.bru                  |  22 -------------
 .../chat completion -simple- 1 message-.bru   |  30 ------------------
 .../llm text/chat/chat-completions -long-.bru |  29 -----------------
 .../chat/chat-completions -stream-.bru        |  25 ---------------
 .../model gallery/add model gallery.bru       |  22 -------------
 .../model gallery/delete model gallery.bru    |  21 ------------
 .../list MODELS in galleries.bru              |  11 -------
 .../model gallery/list model GALLERIES.bru    |  11 -------
 .../model gallery/model delete.bru            |  11 -------
 .../model gallery apply -gist-.bru            |  21 ------------
 .../model gallery/model gallery apply.bru     |  22 -------------
 .../transcription/gb1.ogg                     | Bin 1667662 -> 0 bytes
 .../transcription/transcribe.bru              |  16 ----------
 .bruno/LocalAI Test Requests/tts/-tts.bru     |  22 -------------
 .bruno/LocalAI Test Requests/tts/musicgen.bru |  23 --------------
 24 files changed, 441 deletions(-)
 delete mode 100644 .bruno/LocalAI Test Requests/Sound Generation/musicgen.bru
 delete mode 100644 .bruno/LocalAI Test Requests/backend monitor/backend monitor.bru
 delete mode 100644 .bruno/LocalAI Test Requests/backend monitor/backend-shutdown.bru
 delete mode 100644 .bruno/LocalAI Test Requests/bruno.json
 delete mode 100644 .bruno/LocalAI Test Requests/environments/localhost.bru
 delete mode 100644 .bruno/LocalAI Test Requests/get models list.bru
 delete mode 100644 .bruno/LocalAI Test Requests/image generation/Generate image.bru
 delete mode 100644 .bruno/LocalAI Test Requests/llm text/-completions.bru
 delete mode 100644 .bruno/LocalAI Test Requests/llm text/-edits.bru
 delete mode 100644 .bruno/LocalAI Test Requests/llm text/-embeddings.bru
 delete mode 100644 .bruno/LocalAI Test Requests/llm text/chat/chat completion -simple- 1 message-.bru
 delete mode 100644 .bruno/LocalAI Test Requests/llm text/chat/chat-completions -long-.bru
 delete mode 100644 .bruno/LocalAI Test Requests/llm text/chat/chat-completions -stream-.bru
 delete mode 100644 .bruno/LocalAI Test Requests/model gallery/add model gallery.bru
 delete mode 100644 .bruno/LocalAI Test Requests/model gallery/delete model gallery.bru
 delete mode 100644 .bruno/LocalAI Test Requests/model gallery/list MODELS in galleries.bru
 delete mode 100644 .bruno/LocalAI Test Requests/model gallery/list model GALLERIES.bru
 delete mode 100644 .bruno/LocalAI Test Requests/model gallery/model delete.bru
 delete mode 100644 .bruno/LocalAI Test Requests/model gallery/model gallery apply -gist-.bru
 delete mode 100644 .bruno/LocalAI Test Requests/model gallery/model gallery apply.bru
 delete mode 100644 .bruno/LocalAI Test Requests/transcription/gb1.ogg
 delete mode 100644 .bruno/LocalAI Test Requests/transcription/transcribe.bru
 delete mode 100644 .bruno/LocalAI Test Requests/tts/-tts.bru
 delete mode 100644 .bruno/LocalAI Test Requests/tts/musicgen.bru

diff --git a/.bruno/LocalAI Test Requests/Sound Generation/musicgen.bru b/.bruno/LocalAI Test Requests/Sound Generation/musicgen.bru
deleted file mode 100644
index 471756f5..00000000
--- a/.bruno/LocalAI Test Requests/Sound Generation/musicgen.bru	
+++ /dev/null
@@ -1,23 +0,0 @@
-meta {
-  name: musicgen
-  type: http
-  seq: 1
-}
-
-post {
-  url: {{PROTOCOL}}{{HOST}}:{{PORT}}/v1/sound-generation
-  body: json
-  auth: none
-}
-
-headers {
-  Content-Type: application/json
-}
-
-body:json {
-  {
-      "model_id": "facebook/musicgen-small",
-      "text": "Exciting 80s Newscast Interstitial",
-      "duration_seconds": 8
-  }
-}
diff --git a/.bruno/LocalAI Test Requests/backend monitor/backend monitor.bru b/.bruno/LocalAI Test Requests/backend monitor/backend monitor.bru
deleted file mode 100644
index 51e3771a..00000000
--- a/.bruno/LocalAI Test Requests/backend monitor/backend monitor.bru	
+++ /dev/null
@@ -1,17 +0,0 @@
-meta {
-  name: backend monitor
-  type: http
-  seq: 4
-}
-
-get {
-  url: {{PROTOCOL}}{{HOST}}:{{PORT}}/backend/monitor
-  body: json
-  auth: none
-}
-
-body:json {
-  {
-    "model": "{{DEFAULT_MODEL}}"
-  }
-}
diff --git a/.bruno/LocalAI Test Requests/backend monitor/backend-shutdown.bru b/.bruno/LocalAI Test Requests/backend monitor/backend-shutdown.bru
deleted file mode 100644
index f75f259a..00000000
--- a/.bruno/LocalAI Test Requests/backend monitor/backend-shutdown.bru	
+++ /dev/null
@@ -1,21 +0,0 @@
-meta {
-  name: backend-shutdown
-  type: http
-  seq: 3
-}
-
-post {
-  url: {{PROTOCOL}}{{HOST}}:{{PORT}}/backend/shutdown
-  body: json
-  auth: none
-}
-
-headers {
-  Content-Type: application/json
-}
-
-body:json {
-  {
-      "model": "{{DEFAULT_MODEL}}"
-  }
-}
diff --git a/.bruno/LocalAI Test Requests/bruno.json b/.bruno/LocalAI Test Requests/bruno.json
deleted file mode 100644
index 9491e3a5..00000000
--- a/.bruno/LocalAI Test Requests/bruno.json	
+++ /dev/null
@@ -1,5 +0,0 @@
-{
-  "version": "1",
-  "name": "LocalAI Test Requests",
-  "type": "collection"
-}
\ No newline at end of file
diff --git a/.bruno/LocalAI Test Requests/environments/localhost.bru b/.bruno/LocalAI Test Requests/environments/localhost.bru
deleted file mode 100644
index fb97edb2..00000000
--- a/.bruno/LocalAI Test Requests/environments/localhost.bru	
+++ /dev/null
@@ -1,6 +0,0 @@
-vars {
-  HOST: localhost
-  PORT: 8080
-  DEFAULT_MODEL: gpt-3.5-turbo
-  PROTOCOL: http://
-}
diff --git a/.bruno/LocalAI Test Requests/get models list.bru b/.bruno/LocalAI Test Requests/get models list.bru
deleted file mode 100644
index 4bf1628f..00000000
--- a/.bruno/LocalAI Test Requests/get models list.bru	
+++ /dev/null
@@ -1,11 +0,0 @@
-meta {
-  name: get models list
-  type: http
-  seq: 2
-}
-
-get {
-  url: {{PROTOCOL}}{{HOST}}:{{PORT}}/models
-  body: none
-  auth: none
-}
diff --git a/.bruno/LocalAI Test Requests/image generation/Generate image.bru b/.bruno/LocalAI Test Requests/image generation/Generate image.bru
deleted file mode 100644
index 37d350ca..00000000
--- a/.bruno/LocalAI Test Requests/image generation/Generate image.bru	
+++ /dev/null
@@ -1,25 +0,0 @@
-meta {
-  name: Generate image
-  type: http
-  seq: 1
-}
-
-post {
-  url: {{PROTOCOL}}{{HOST}}:{{PORT}}/v1/images/generations
-  body: json
-  auth: none
-}
-
-headers {
-  Content-Type: application/json
-}
-
-body:json {
-  {
-    "prompt": "<positive prompt>|<negative prompt>",
-    "model": "model-name",
-    "step": 51,
-    "size": "1024x1024",
-    "image": ""
-  }
-}
diff --git a/.bruno/LocalAI Test Requests/llm text/-completions.bru b/.bruno/LocalAI Test Requests/llm text/-completions.bru
deleted file mode 100644
index 6e16a244..00000000
--- a/.bruno/LocalAI Test Requests/llm text/-completions.bru	
+++ /dev/null
@@ -1,24 +0,0 @@
-meta {
-  name: -completions
-  type: http
-  seq: 4
-}
-
-post {
-  url: {{PROTOCOL}}{{HOST}}:{{PORT}}/completions
-  body: json
-  auth: none
-}
-
-headers {
-  Content-Type: application/json
-}
-
-body:json {
-  {
-      "model": "{{DEFAULT_MODEL}}",
-      "prompt": "function downloadFile(string url, string outputPath) {",
-      "max_tokens": 256,
-      "temperature": 0.5
-  }
-}
diff --git a/.bruno/LocalAI Test Requests/llm text/-edits.bru b/.bruno/LocalAI Test Requests/llm text/-edits.bru
deleted file mode 100644
index 838afa27..00000000
--- a/.bruno/LocalAI Test Requests/llm text/-edits.bru	
+++ /dev/null
@@ -1,23 +0,0 @@
-meta {
-  name: -edits
-  type: http
-  seq: 5
-}
-
-post {
-  url: {{PROTOCOL}}{{HOST}}:{{PORT}}/edits
-  body: json
-  auth: none
-}
-
-headers {
-  Content-Type: application/json
-}
-
-body:json {
-  {
-      "model": "{{DEFAULT_MODEL}}",
-      "input": "What day of the wek is it?",
-      "instruction": "Fix the spelling mistakes"
-  }
-}
diff --git a/.bruno/LocalAI Test Requests/llm text/-embeddings.bru b/.bruno/LocalAI Test Requests/llm text/-embeddings.bru
deleted file mode 100644
index a3045df2..00000000
--- a/.bruno/LocalAI Test Requests/llm text/-embeddings.bru	
+++ /dev/null
@@ -1,22 +0,0 @@
-meta {
-  name: -embeddings
-  type: http
-  seq: 6
-}
-
-post {
-  url: {{PROTOCOL}}{{HOST}}:{{PORT}}/embeddings
-  body: json
-  auth: none
-}
-
-headers {
-  Content-Type: application/json
-}
-
-body:json {
-  {
-      "model": "{{DEFAULT_MODEL}}",
-      "input": "A STRANGE GAME.\nTHE ONLY WINNING MOVE IS NOT TO PLAY.\n\nHOW ABOUT A NICE GAME OF CHESS?"
-  }
-}
diff --git a/.bruno/LocalAI Test Requests/llm text/chat/chat completion -simple- 1 message-.bru b/.bruno/LocalAI Test Requests/llm text/chat/chat completion -simple- 1 message-.bru
deleted file mode 100644
index fd08aeee..00000000
--- a/.bruno/LocalAI Test Requests/llm text/chat/chat completion -simple- 1 message-.bru	
+++ /dev/null
@@ -1,30 +0,0 @@
-meta {
-  name: chat completion -simple- 1 message-
-  type: http
-  seq: 4
-}
-
-post {
-  url: {{PROTOCOL}}{{HOST}}:{{PORT}}/chat/completions
-  body: json
-  auth: none
-}
-
-headers {
-  Content-Type: application/json
-}
-
-body:json {
-  {
-    "model": "{{DEFAULT_MODEL}}",
-    "messages": [
-      {
-        "role": "user",
-        "content": "How could one use friction to cook an egg?"
-      }
-    ],
-    "max_tokens": 256,
-    "temperature": 0.2,
-    "grammar": ""
-  }
-}
diff --git a/.bruno/LocalAI Test Requests/llm text/chat/chat-completions -long-.bru b/.bruno/LocalAI Test Requests/llm text/chat/chat-completions -long-.bru
deleted file mode 100644
index 5d9a49a0..00000000
--- a/.bruno/LocalAI Test Requests/llm text/chat/chat-completions -long-.bru	
+++ /dev/null
@@ -1,29 +0,0 @@
-meta {
-  name: chat-completions -long-
-  type: http
-  seq: 5
-}
-
-post {
-  url: {{PROTOCOL}}{{HOST}}:{{PORT}}/chat/completions
-  body: json
-  auth: none
-}
-
-headers {
-  Content-Type: application/json
-}
-
-body:json {
-  {
-       "model": "{{DEFAULT_MODEL}}",
-       "messages": [{"role": "system", "content": "You are a helpful, intelligent pirate assistant. Always answer as helpfully as possible, while being a pirate and using pirate language. If a question does not make any sense, or is not factually coherent, explain why instead of answering something not correct. If you don't know the answer to a question, please don't share false information."},
-           {"role": "user", "content": "How could one use electricity to cook an egg?"},
-           {"role": "assistant",
-                  "content": "Shiver me timbers! Using electricity to cook an egg? Well, matey, I reckon that be a right curious idea! *adjusts spectacles* Now, I ain't sure if this be possible, but I'll do me best to help ye out.\n\nFirst things first, ye gotta understand that electricity be a powerful force, and it can't just cook an egg on its own. Ye see, electricity be like a mighty wind that can make things happen, but it needs somethin' to work with. So, if ye want to use electricity to cook an egg, ye gotta find a way to harness that power and make it do the cookin'.\n\nNow, I know what ye might be thinkin': \"How do I harness the power of electricity to cook an egg?\" Well, matey, there be a few ways to do it. One way be to use a special device called an \"electric frying pan.\" This be a pan that has a built-in heating element that gets hot when ye plug it into a wall socket. When the element gets hot, ye can crack an egg into the pan and watch as it cook"
-              },
-              {"role": "user", "content": "I don't have one of those, just a raw wire and plenty of power! How do we get it done?"}],
-       "max_tokens": 1024,
-       "temperature": 0.5
-  }
-}
diff --git a/.bruno/LocalAI Test Requests/llm text/chat/chat-completions -stream-.bru b/.bruno/LocalAI Test Requests/llm text/chat/chat-completions -stream-.bru
deleted file mode 100644
index cf0539fa..00000000
--- a/.bruno/LocalAI Test Requests/llm text/chat/chat-completions -stream-.bru	
+++ /dev/null
@@ -1,25 +0,0 @@
-meta {
-  name: chat-completions -stream-
-  type: http
-  seq: 6
-}
-
-post {
-  url: {{PROTOCOL}}{{HOST}}:{{PORT}}/chat/completions
-  body: json
-  auth: none
-}
-
-headers {
-  Content-Type: application/json
-}
-
-body:json {
-  {
-       "model": "{{DEFAULT_MODEL}}",
-       "messages": [{"role": "user", "content": "Explain how I can set sail on the ocean using only power generated by seagulls?"}],
-       "max_tokens": 256,
-       "temperature": 0.9,
-       "stream": true
-  }
-}
diff --git a/.bruno/LocalAI Test Requests/model gallery/add model gallery.bru b/.bruno/LocalAI Test Requests/model gallery/add model gallery.bru
deleted file mode 100644
index 1463160f..00000000
--- a/.bruno/LocalAI Test Requests/model gallery/add model gallery.bru	
+++ /dev/null
@@ -1,22 +0,0 @@
-meta {
-  name: add model gallery
-  type: http
-  seq: 10
-}
-
-post {
-  url: {{PROTOCOL}}{{HOST}}:{{PORT}}/models/galleries
-  body: json
-  auth: none
-}
-
-headers {
-  Content-Type: application/json
-}
-
-body:json {
-  {
-      "url": "file:///home/dave/projects/model-gallery/huggingface/TheBloke__CodeLlama-7B-Instruct-GGML.yaml",
-      "name": "test"
-  }
-}
diff --git a/.bruno/LocalAI Test Requests/model gallery/delete model gallery.bru b/.bruno/LocalAI Test Requests/model gallery/delete model gallery.bru
deleted file mode 100644
index 3e211aa6..00000000
--- a/.bruno/LocalAI Test Requests/model gallery/delete model gallery.bru	
+++ /dev/null
@@ -1,21 +0,0 @@
-meta {
-  name: delete model gallery
-  type: http
-  seq: 11
-}
-
-delete {
-  url: {{PROTOCOL}}{{HOST}}:{{PORT}}/models/galleries
-  body: json
-  auth: none
-}
-
-headers {
-  Content-Type: application/json
-}
-
-body:json {
-  {
-      "name": "test"
-  }
-}
diff --git a/.bruno/LocalAI Test Requests/model gallery/list MODELS in galleries.bru b/.bruno/LocalAI Test Requests/model gallery/list MODELS in galleries.bru
deleted file mode 100644
index 1d866f8a..00000000
--- a/.bruno/LocalAI Test Requests/model gallery/list MODELS in galleries.bru	
+++ /dev/null
@@ -1,11 +0,0 @@
-meta {
-  name: list MODELS in galleries
-  type: http
-  seq: 7
-}
-
-get {
-  url: {{PROTOCOL}}{{HOST}}:{{PORT}}/models/available
-  body: none
-  auth: none
-}
diff --git a/.bruno/LocalAI Test Requests/model gallery/list model GALLERIES.bru b/.bruno/LocalAI Test Requests/model gallery/list model GALLERIES.bru
deleted file mode 100644
index f7664672..00000000
--- a/.bruno/LocalAI Test Requests/model gallery/list model GALLERIES.bru	
+++ /dev/null
@@ -1,11 +0,0 @@
-meta {
-  name: list model GALLERIES
-  type: http
-  seq: 8
-}
-
-get {
-  url: {{PROTOCOL}}{{HOST}}:{{PORT}}/models/galleries
-  body: none
-  auth: none
-}
diff --git a/.bruno/LocalAI Test Requests/model gallery/model delete.bru b/.bruno/LocalAI Test Requests/model gallery/model delete.bru
deleted file mode 100644
index b320dae3..00000000
--- a/.bruno/LocalAI Test Requests/model gallery/model delete.bru	
+++ /dev/null
@@ -1,11 +0,0 @@
-meta {
-  name: model delete
-  type: http
-  seq: 7
-}
-
-post {
-  url: {{PROTOCOL}}{{HOST}}:{{PORT}}/models/galleries
-  body: none
-  auth: none
-}
diff --git a/.bruno/LocalAI Test Requests/model gallery/model gallery apply -gist-.bru b/.bruno/LocalAI Test Requests/model gallery/model gallery apply -gist-.bru
deleted file mode 100644
index d94c75a2..00000000
--- a/.bruno/LocalAI Test Requests/model gallery/model gallery apply -gist-.bru	
+++ /dev/null
@@ -1,21 +0,0 @@
-meta {
-  name: model gallery apply -gist-
-  type: http
-  seq: 12
-}
-
-post {
-  url: {{PROTOCOL}}{{HOST}}:{{PORT}}/models/apply
-  body: json
-  auth: none
-}
-
-headers {
-  Content-Type: application/json
-}
-
-body:json {
-  {
-      "id": "TheBloke__CodeLlama-7B-Instruct-GGML__codellama-7b-instruct.ggmlv3.Q2_K.bin"
-  }
-}
diff --git a/.bruno/LocalAI Test Requests/model gallery/model gallery apply.bru b/.bruno/LocalAI Test Requests/model gallery/model gallery apply.bru
deleted file mode 100644
index aa308e1e..00000000
--- a/.bruno/LocalAI Test Requests/model gallery/model gallery apply.bru	
+++ /dev/null
@@ -1,22 +0,0 @@
-meta {
-  name: model gallery apply
-  type: http
-  seq: 9
-}
-
-post {
-  url: {{PROTOCOL}}{{HOST}}:{{PORT}}/models/apply
-  body: json
-  auth: none
-}
-
-headers {
-  Content-Type: application/json
-}
-
-body:json {
-  {
-      "id": "dave@TheBloke__CodeLlama-7B-Instruct-GGML__codellama-7b-instruct.ggmlv3.Q3_K_S.bin",
-      "name": "codellama7b"
-  }
-}
diff --git a/.bruno/LocalAI Test Requests/transcription/gb1.ogg b/.bruno/LocalAI Test Requests/transcription/gb1.ogg
deleted file mode 100644
index df22d6363731c9867e4817a45f85a89436844159..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

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PlYpCazTz;T;K2U?gccdL

diff --git a/.bruno/LocalAI Test Requests/transcription/transcribe.bru b/.bruno/LocalAI Test Requests/transcription/transcribe.bru
deleted file mode 100644
index 831aad90..00000000
--- a/.bruno/LocalAI Test Requests/transcription/transcribe.bru	
+++ /dev/null
@@ -1,16 +0,0 @@
-meta {
-  name: transcribe
-  type: http
-  seq: 1
-}
-
-post {
-  url: {{PROTOCOL}}{{HOST}}:{{PORT}}/v1/audio/transcriptions
-  body: multipartForm
-  auth: none
-}
-
-body:multipart-form {
-  file: @file(transcription/gb1.ogg)
-  model: whisper-1
-}
diff --git a/.bruno/LocalAI Test Requests/tts/-tts.bru b/.bruno/LocalAI Test Requests/tts/-tts.bru
deleted file mode 100644
index 643f2ace..00000000
--- a/.bruno/LocalAI Test Requests/tts/-tts.bru	
+++ /dev/null
@@ -1,22 +0,0 @@
-meta {
-  name: -tts
-  type: http
-  seq: 2
-}
-
-post {
-  url: {{PROTOCOL}}{{HOST}}:{{PORT}}/tts
-  body: json
-  auth: none
-}
-
-headers {
-  Content-Type: application/json
-}
-
-body:json {
-  {
-      "model": "{{DEFAULT_MODEL}}",
-      "input": "A STRANGE GAME.\nTHE ONLY WINNING MOVE IS NOT TO PLAY.\n\nHOW ABOUT A NICE GAME OF CHESS?"
-  }
-}
diff --git a/.bruno/LocalAI Test Requests/tts/musicgen.bru b/.bruno/LocalAI Test Requests/tts/musicgen.bru
deleted file mode 100644
index 900173eb..00000000
--- a/.bruno/LocalAI Test Requests/tts/musicgen.bru	
+++ /dev/null
@@ -1,23 +0,0 @@
-meta {
-  name: musicgen
-  type: http
-  seq: 2
-}
-
-post {
-  url: {{PROTOCOL}}{{HOST}}:{{PORT}}/tts
-  body: json
-  auth: none
-}
-
-headers {
-  Content-Type: application/json
-}
-
-body:json {
-  {
-      "backend": "transformers",
-      "model": "facebook/musicgen-small",
-      "input": "80s Synths playing Jazz"
-  }
-}

From e06a5f49dec72ba10ae6bf5ffb4429e2bf345864 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 9 Feb 2025 10:53:48 +0100
Subject: [PATCH 169/679] chore(model gallery): add
 huihui-ai_deepseek-r1-distill-llama-70b-abliterated (#4790)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 4b61a0e3..78747de6 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -5848,6 +5848,21 @@
     - filename: uncensoredai_UncensoredLM-DeepSeek-R1-Distill-Qwen-14B-Q4_K_M.gguf
       sha256: 85b2c3e1aa4e8cc3bf616f84c7595c963d5439f3fcfdbd5c957fb22e84d10b1c
       uri: huggingface://bartowski/uncensoredai_UncensoredLM-DeepSeek-R1-Distill-Qwen-14B-GGUF/uncensoredai_UncensoredLM-DeepSeek-R1-Distill-Qwen-14B-Q4_K_M.gguf
+- !!merge <<: *deepseek-r1
+  name: "huihui-ai_deepseek-r1-distill-llama-70b-abliterated"
+  urls:
+    - https://huggingface.co/huihui-ai/DeepSeek-R1-Distill-Llama-70B-abliterated
+    - https://huggingface.co/bartowski/huihui-ai_DeepSeek-R1-Distill-Llama-70B-abliterated-GGUF
+  description: |
+    This is an uncensored version of deepseek-ai/DeepSeek-R1-Distill-Llama-70B created with abliteration (see remove-refusals-with-transformers to know more about it).
+    This is a crude, proof-of-concept implementation to remove refusals from an LLM model without using TransformerLens.
+  overrides:
+    parameters:
+      model: huihui-ai_DeepSeek-R1-Distill-Llama-70B-abliterated-Q4_K_M.gguf
+  files:
+    - filename: huihui-ai_DeepSeek-R1-Distill-Llama-70B-abliterated-Q4_K_M.gguf
+      sha256: 2ed91d01c4b7a0f33f578c6389d0dd6a64d071b3f7963c40b4e1e71235dc74d6
+      uri: huggingface://bartowski/huihui-ai_DeepSeek-R1-Distill-Llama-70B-abliterated-GGUF/huihui-ai_DeepSeek-R1-Distill-Llama-70B-abliterated-Q4_K_M.gguf
 - &qwen2
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master" ## Start QWEN2
   name: "qwen2-7b-instruct"

From 0e7aa5cd15e4a1c5c1da13cbc8f86eae132261b7 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 9 Feb 2025 10:59:46 +0100
Subject: [PATCH 170/679] chore(model gallery): add
 subtleone_qwen2.5-32b-erudite-writer (#4792)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 78747de6..4e74dceb 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -3658,6 +3658,21 @@
     - filename: TIGER-Lab_Qwen2.5-32B-Instruct-CFT-Q4_K_M.gguf
       sha256: 57e87e246db368f39f31f38e44ba8e9dc838a026f729f5a123aacc2aeb5a9402
       uri: huggingface://bartowski/TIGER-Lab_Qwen2.5-32B-Instruct-CFT-GGUF/TIGER-Lab_Qwen2.5-32B-Instruct-CFT-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "subtleone_qwen2.5-32b-erudite-writer"
+  icon: https://huggingface.co/SubtleOne/Qwen2.5-32b-Erudite-Writer/resolve/main/robot-creating-fantasy2.jpg
+  urls:
+    - https://huggingface.co/SubtleOne/Qwen2.5-32b-Erudite-Writer
+    - https://huggingface.co/bartowski/SubtleOne_Qwen2.5-32b-Erudite-Writer-GGUF
+  description: |
+    This model is a merge using Rombos's top-ranked 32b model, based on Qwen 2.5, and merging three creative writing finetunes. The creative content is a serious upgrade over the base it started with and has a much more literary style than the previous Writer model. I won't call it better or worse, merely a very distinct flavor and style. I quite like it, and enjoin you to try it as well. Enjoy!
+  overrides:
+    parameters:
+      model: SubtleOne_Qwen2.5-32b-Erudite-Writer-Q4_K_M.gguf
+  files:
+    - filename: SubtleOne_Qwen2.5-32b-Erudite-Writer-Q4_K_M.gguf
+      sha256: fb059c88be4d7d579f0776cead4ca44cf7423b834c5502ce67ef41b15cd0973b
+      uri: huggingface://bartowski/SubtleOne_Qwen2.5-32b-Erudite-Writer-GGUF/SubtleOne_Qwen2.5-32b-Erudite-Writer-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From 8cd51570e558e12ea885e76c34ae1f6688d23494 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Sun, 9 Feb 2025 23:12:01 +0100
Subject: [PATCH 171/679] chore: :arrow_up: Update ggerganov/llama.cpp to
 `19d3c8293b1f61acbe2dab1d49a17950fd788a4a` (#4793)

:arrow_up: Update ggerganov/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 05fa4a44..0bb8ade1 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=e6e658319952f7ad269dc11275b9edddc721fc6d
+CPPLLAMA_VERSION?=19d3c8293b1f61acbe2dab1d49a17950fd788a4a
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From c3303607853b8c769f390eac636a8e0024336164 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 10 Feb 2025 09:54:54 +0100
Subject: [PATCH 172/679] chore(model gallery): add
 ilsp_llama-krikri-8b-instruct (#4795)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 4e74dceb..9cb7e4c4 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -5600,6 +5600,21 @@
     - filename: Selene-1-Mini-Llama-3.1-8B-Q4_K_M.gguf
       sha256: 908e6ce19f7cd3d7394bd7c38e43de2f228aca6aceda35c7ee70d069ad60493e
       uri: huggingface://bartowski/Selene-1-Mini-Llama-3.1-8B-GGUF/Selene-1-Mini-Llama-3.1-8B-Q4_K_M.gguf
+- !!merge <<: *llama31
+  name: "ilsp_llama-krikri-8b-instruct"
+  icon: https://huggingface.co/ilsp/Llama-Krikri-8B-Instruct/resolve/main/llama-krikri-image.jpg
+  urls:
+    - https://huggingface.co/ilsp/Llama-Krikri-8B-Instruct
+    - https://huggingface.co/bartowski/ilsp_Llama-Krikri-8B-Instruct-GGUF
+  description: |
+    Following the release of Meltemi-7B on the 26th March 2024, we are happy to welcome Krikri to the family of ILSP open Greek LLMs. Krikri is built on top of Llama-3.1-8B, extending its capabilities for Greek through continual pretraining on a large corpus of high-quality and locally relevant Greek texts. We present Llama-Krikri-8B-Instruct, along with the base model, Llama-Krikri-8B-Base.
+  overrides:
+    parameters:
+      model: ilsp_Llama-Krikri-8B-Instruct-Q4_K_M.gguf
+  files:
+    - filename: ilsp_Llama-Krikri-8B-Instruct-Q4_K_M.gguf
+      sha256: 0ae3a259f03ed79ba634a99ee3bfc672d785b5594b2f71053ed8cb760098abb6
+      uri: huggingface://bartowski/ilsp_Llama-Krikri-8B-Instruct-GGUF/ilsp_Llama-Krikri-8B-Instruct-Q4_K_M.gguf
 - &deepseek
   url: "github:mudler/LocalAI/gallery/deepseek.yaml@master" ## Deepseek
   name: "deepseek-coder-v2-lite-instruct"

From 3cddf247471202c6312dd73cda33cddc100908f4 Mon Sep 17 00:00:00 2001
From: Dave <dave@gray101.com>
Date: Mon, 10 Feb 2025 06:06:16 -0500
Subject: [PATCH 173/679] feat: Centralized Request Processing middleware
 (#3847)

* squash past, centralize request middleware PR

Signed-off-by: Dave Lee <dave@gray101.com>

* migrate bruno request files to examples repo

Signed-off-by: Dave Lee <dave@gray101.com>

* fix

Signed-off-by: Dave Lee <dave@gray101.com>

* Update tests/e2e-aio/e2e_test.go

Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>

---------

Signed-off-by: Dave Lee <dave@gray101.com>
Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
Co-authored-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
---
 aio/cpu/vad.yaml                              |      8 +
 aio/entrypoint.sh                             |      2 +-
 aio/gpu-8g/vad.yaml                           |      8 +
 aio/intel/vad.yaml                            |      8 +
 core/application/startup.go                   |      8 +-
 core/backend/llm.go                           |      6 +-
 core/backend/rerank.go                        |      6 +-
 core/backend/soundgeneration.go               |      6 +-
 core/backend/tokenize.go                      |      8 +-
 core/backend/transcript.go                    |      2 +-
 core/backend/tts.go                           |     39 +-
 core/backend/vad.go                           |     38 +
 core/cli/soundgeneration.go                   |      3 +-
 core/cli/tts.go                               |      4 +-
 core/config/backend_config.go                 |     39 +-
 core/config/backend_config_loader.go          |     30 +-
 core/config/guesser.go                        |      5 +-
 core/http/app.go                              |     11 +-
 core/http/ctx/fiber.go                        |     47 -
 .../endpoints/elevenlabs/soundgeneration.go   |     42 +-
 core/http/endpoints/elevenlabs/tts.go         |     36 +-
 core/http/endpoints/jina/rerank.go            |     54 +-
 .../endpoints/localai/get_token_metrics.go    |     15 +-
 core/http/endpoints/localai/tokenize.go       |     40 +-
 core/http/endpoints/localai/tts.go            |     43 +-
 core/http/endpoints/localai/vad.go            |     44 +-
 core/http/endpoints/openai/chat.go            |     29 +-
 core/http/endpoints/openai/completion.go      |     29 +-
 core/http/endpoints/openai/edit.go            |     24 +-
 core/http/endpoints/openai/embeddings.go      |     14 +-
 core/http/endpoints/openai/image.go           |     23 +-
 core/http/endpoints/openai/inference.go       |      2 +-
 core/http/endpoints/openai/transcription.go   |     16 +-
 .../openai => middleware}/request.go          |    776 +-
 core/http/routes/elevenlabs.go                |     13 +-
 core/http/routes/jina.go                      |      8 +-
 core/http/routes/localai.go                   |     28 +-
 core/http/routes/openai.go                    |    125 +-
 core/schema/elevenlabs.go                     |     19 +-
 core/schema/jina.go                           |      3 +-
 core/schema/localai.go                        |     17 +-
 core/schema/prediction.go                     |      2 +-
 core/schema/request.go                        |     22 +
 core/schema/tokenize.go                       |      2 +-
 core/schema/transcription.go                  |      6 +-
 core/services/list_models.go                  |     12 +
 go.mod                                        |      2 +-
 go.sum                                        |      2 +
 pkg/model/initializers.go                     |      2 +-
 pkg/model/loader_options.go                   |      8 +
 tests/e2e-aio/e2e_suite_test.go               |      5 +-
 tests/e2e-aio/e2e_test.go                     |     46 +-
 tests/e2e-aio/sample_data_test.go             | 240009 +++++++++++++++
 53 files changed, 240975 insertions(+), 821 deletions(-)
 create mode 100644 aio/cpu/vad.yaml
 create mode 100644 aio/gpu-8g/vad.yaml
 create mode 100644 aio/intel/vad.yaml
 create mode 100644 core/backend/vad.go
 delete mode 100644 core/http/ctx/fiber.go
 rename core/http/{endpoints/openai => middleware}/request.go (51%)
 create mode 100644 core/schema/request.go
 create mode 100644 tests/e2e-aio/sample_data_test.go

diff --git a/aio/cpu/vad.yaml b/aio/cpu/vad.yaml
new file mode 100644
index 00000000..b0dc70d7
--- /dev/null
+++ b/aio/cpu/vad.yaml
@@ -0,0 +1,8 @@
+backend: silero-vad
+name: silero-vad
+parameters:
+  model: silero-vad.onnx
+download_files:
+- filename: silero-vad.onnx
+  uri: https://huggingface.co/onnx-community/silero-vad/resolve/main/onnx/model.onnx
+  sha256: a4a068cd6cf1ea8355b84327595838ca748ec29a25bc91fc82e6c299ccdc5808
\ No newline at end of file
diff --git a/aio/entrypoint.sh b/aio/entrypoint.sh
index 2487e64f..e24434ff 100755
--- a/aio/entrypoint.sh
+++ b/aio/entrypoint.sh
@@ -129,7 +129,7 @@ detect_gpu
 detect_gpu_size
 
 PROFILE="${PROFILE:-$GPU_SIZE}" # default to cpu
-export MODELS="${MODELS:-/aio/${PROFILE}/embeddings.yaml,/aio/${PROFILE}/rerank.yaml,/aio/${PROFILE}/text-to-speech.yaml,/aio/${PROFILE}/image-gen.yaml,/aio/${PROFILE}/text-to-text.yaml,/aio/${PROFILE}/speech-to-text.yaml,/aio/${PROFILE}/vision.yaml}"
+export MODELS="${MODELS:-/aio/${PROFILE}/embeddings.yaml,/aio/${PROFILE}/rerank.yaml,/aio/${PROFILE}/text-to-speech.yaml,/aio/${PROFILE}/image-gen.yaml,/aio/${PROFILE}/text-to-text.yaml,/aio/${PROFILE}/speech-to-text.yaml,/aio/${PROFILE}/vad.yaml,/aio/${PROFILE}/vision.yaml}"
 
 check_vars
 
diff --git a/aio/gpu-8g/vad.yaml b/aio/gpu-8g/vad.yaml
new file mode 100644
index 00000000..b0dc70d7
--- /dev/null
+++ b/aio/gpu-8g/vad.yaml
@@ -0,0 +1,8 @@
+backend: silero-vad
+name: silero-vad
+parameters:
+  model: silero-vad.onnx
+download_files:
+- filename: silero-vad.onnx
+  uri: https://huggingface.co/onnx-community/silero-vad/resolve/main/onnx/model.onnx
+  sha256: a4a068cd6cf1ea8355b84327595838ca748ec29a25bc91fc82e6c299ccdc5808
\ No newline at end of file
diff --git a/aio/intel/vad.yaml b/aio/intel/vad.yaml
new file mode 100644
index 00000000..b0dc70d7
--- /dev/null
+++ b/aio/intel/vad.yaml
@@ -0,0 +1,8 @@
+backend: silero-vad
+name: silero-vad
+parameters:
+  model: silero-vad.onnx
+download_files:
+- filename: silero-vad.onnx
+  uri: https://huggingface.co/onnx-community/silero-vad/resolve/main/onnx/model.onnx
+  sha256: a4a068cd6cf1ea8355b84327595838ca748ec29a25bc91fc82e6c299ccdc5808
\ No newline at end of file
diff --git a/core/application/startup.go b/core/application/startup.go
index fffcd8bb..3cfbd684 100644
--- a/core/application/startup.go
+++ b/core/application/startup.go
@@ -145,13 +145,7 @@ func New(opts ...config.AppOption) (*Application, error) {
 
 	if options.LoadToMemory != nil {
 		for _, m := range options.LoadToMemory {
-			cfg, err := application.BackendLoader().LoadBackendConfigFileByName(m, options.ModelPath,
-				config.LoadOptionDebug(options.Debug),
-				config.LoadOptionThreads(options.Threads),
-				config.LoadOptionContextSize(options.ContextSize),
-				config.LoadOptionF16(options.F16),
-				config.ModelPath(options.ModelPath),
-			)
+			cfg, err := application.BackendLoader().LoadBackendConfigFileByNameDefaultOptions(m, options)
 			if err != nil {
 				return nil, err
 			}
diff --git a/core/backend/llm.go b/core/backend/llm.go
index d91ded51..1cad6db5 100644
--- a/core/backend/llm.go
+++ b/core/backend/llm.go
@@ -33,7 +33,7 @@ type TokenUsage struct {
 	TimingTokenGeneration  float64
 }
 
-func ModelInference(ctx context.Context, s string, messages []schema.Message, images, videos, audios []string, loader *model.ModelLoader, c config.BackendConfig, o *config.ApplicationConfig, tokenCallback func(string, TokenUsage) bool) (func() (LLMResponse, error), error) {
+func ModelInference(ctx context.Context, s string, messages []schema.Message, images, videos, audios []string, loader *model.ModelLoader, c *config.BackendConfig, o *config.ApplicationConfig, tokenCallback func(string, TokenUsage) bool) (func() (LLMResponse, error), error) {
 	modelFile := c.Model
 
 	// Check if the modelFile exists, if it doesn't try to load it from the gallery
@@ -48,7 +48,7 @@ func ModelInference(ctx context.Context, s string, messages []schema.Message, im
 		}
 	}
 
-	opts := ModelOptions(c, o)
+	opts := ModelOptions(*c, o)
 	inferenceModel, err := loader.Load(opts...)
 	if err != nil {
 		return nil, err
@@ -84,7 +84,7 @@ func ModelInference(ctx context.Context, s string, messages []schema.Message, im
 
 	// in GRPC, the backend is supposed to answer to 1 single token if stream is not supported
 	fn := func() (LLMResponse, error) {
-		opts := gRPCPredictOpts(c, loader.ModelPath)
+		opts := gRPCPredictOpts(*c, loader.ModelPath)
 		opts.Prompt = s
 		opts.Messages = protoMessages
 		opts.UseTokenizerTemplate = c.TemplateConfig.UseTokenizerTemplate
diff --git a/core/backend/rerank.go b/core/backend/rerank.go
index 8152ef7f..da565620 100644
--- a/core/backend/rerank.go
+++ b/core/backend/rerank.go
@@ -9,10 +9,10 @@ import (
 	model "github.com/mudler/LocalAI/pkg/model"
 )
 
-func Rerank(modelFile string, request *proto.RerankRequest, loader *model.ModelLoader, appConfig *config.ApplicationConfig, backendConfig config.BackendConfig) (*proto.RerankResult, error) {
-
-	opts := ModelOptions(backendConfig, appConfig, model.WithModel(modelFile))
+func Rerank(request *proto.RerankRequest, loader *model.ModelLoader, appConfig *config.ApplicationConfig, backendConfig config.BackendConfig) (*proto.RerankResult, error) {
+	opts := ModelOptions(backendConfig, appConfig)
 	rerankModel, err := loader.Load(opts...)
+
 	if err != nil {
 		return nil, err
 	}
diff --git a/core/backend/soundgeneration.go b/core/backend/soundgeneration.go
index a8d46478..49813d82 100644
--- a/core/backend/soundgeneration.go
+++ b/core/backend/soundgeneration.go
@@ -13,7 +13,6 @@ import (
 )
 
 func SoundGeneration(
-	modelFile string,
 	text string,
 	duration *float32,
 	temperature *float32,
@@ -25,8 +24,9 @@ func SoundGeneration(
 	backendConfig config.BackendConfig,
 ) (string, *proto.Result, error) {
 
-	opts := ModelOptions(backendConfig, appConfig, model.WithModel(modelFile))
+	opts := ModelOptions(backendConfig, appConfig)
 	soundGenModel, err := loader.Load(opts...)
+
 	if err != nil {
 		return "", nil, err
 	}
@@ -44,7 +44,7 @@ func SoundGeneration(
 
 	res, err := soundGenModel.SoundGeneration(context.Background(), &proto.SoundGenerationRequest{
 		Text:        text,
-		Model:       modelFile,
+		Model:       backendConfig.Model,
 		Dst:         filePath,
 		Sample:      doSample,
 		Duration:    duration,
diff --git a/core/backend/tokenize.go b/core/backend/tokenize.go
index 1783083b..e04a59d8 100644
--- a/core/backend/tokenize.go
+++ b/core/backend/tokenize.go
@@ -4,19 +4,17 @@ import (
 	"github.com/mudler/LocalAI/core/config"
 	"github.com/mudler/LocalAI/core/schema"
 	"github.com/mudler/LocalAI/pkg/grpc"
-	model "github.com/mudler/LocalAI/pkg/model"
+	"github.com/mudler/LocalAI/pkg/model"
 )
 
 func ModelTokenize(s string, loader *model.ModelLoader, backendConfig config.BackendConfig, appConfig *config.ApplicationConfig) (schema.TokenizeResponse, error) {
 
-	modelFile := backendConfig.Model
-
 	var inferenceModel grpc.Backend
 	var err error
 
-	opts := ModelOptions(backendConfig, appConfig, model.WithModel(modelFile))
-
+	opts := ModelOptions(backendConfig, appConfig)
 	inferenceModel, err = loader.Load(opts...)
+
 	if err != nil {
 		return schema.TokenizeResponse{}, err
 	}
diff --git a/core/backend/transcript.go b/core/backend/transcript.go
index 372f6984..080f43b1 100644
--- a/core/backend/transcript.go
+++ b/core/backend/transcript.go
@@ -47,7 +47,7 @@ func ModelTranscription(audio, language string, translate bool, ml *model.ModelL
 			tks = append(tks, int(t))
 		}
 		tr.Segments = append(tr.Segments,
-			schema.Segment{
+			schema.TranscriptionSegment{
 				Text:   s.Text,
 				Id:     int(s.Id),
 				Start:  time.Duration(s.Start),
diff --git a/core/backend/tts.go b/core/backend/tts.go
index f9be6955..e6191cfb 100644
--- a/core/backend/tts.go
+++ b/core/backend/tts.go
@@ -14,28 +14,22 @@ import (
 )
 
 func ModelTTS(
-	backend,
 	text,
-	modelFile,
 	voice,
 	language string,
 	loader *model.ModelLoader,
 	appConfig *config.ApplicationConfig,
 	backendConfig config.BackendConfig,
 ) (string, *proto.Result, error) {
-	bb := backend
-	if bb == "" {
-		bb = model.PiperBackend
-	}
-
-	opts := ModelOptions(backendConfig, appConfig, model.WithBackendString(bb), model.WithModel(modelFile))
+	opts := ModelOptions(backendConfig, appConfig, model.WithDefaultBackendString(model.PiperBackend))
 	ttsModel, err := loader.Load(opts...)
+
 	if err != nil {
 		return "", nil, err
 	}
 
 	if ttsModel == nil {
-		return "", nil, fmt.Errorf("could not load piper model")
+		return "", nil, fmt.Errorf("could not load tts model %q", backendConfig.Model)
 	}
 
 	if err := os.MkdirAll(appConfig.AudioDir, 0750); err != nil {
@@ -45,22 +39,21 @@ func ModelTTS(
 	fileName := utils.GenerateUniqueFileName(appConfig.AudioDir, "tts", ".wav")
 	filePath := filepath.Join(appConfig.AudioDir, fileName)
 
-	// If the model file is not empty, we pass it joined with the model path
+	// We join the model name to the model path here. This seems to only be done for TTS and is HIGHLY suspect.
+	// This should be addressed in a follow up PR soon.
+	// Copying it over nearly verbatim, as TTS backends are not functional without this.
 	modelPath := ""
-	if modelFile != "" {
-		// If the model file is not empty, we pass it joined with the model path
-		// Checking first that it exists and is not outside ModelPath
-		// TODO: we should actually first check if the modelFile is looking like
-		// a FS path
-		mp := filepath.Join(loader.ModelPath, modelFile)
-		if _, err := os.Stat(mp); err == nil {
-			if err := utils.VerifyPath(mp, appConfig.ModelPath); err != nil {
-				return "", nil, err
-			}
-			modelPath = mp
-		} else {
-			modelPath = modelFile
+	// Checking first that it exists and is not outside ModelPath
+	// TODO: we should actually first check if the modelFile is looking like
+	// a FS path
+	mp := filepath.Join(loader.ModelPath, backendConfig.Model)
+	if _, err := os.Stat(mp); err == nil {
+		if err := utils.VerifyPath(mp, appConfig.ModelPath); err != nil {
+			return "", nil, err
 		}
+		modelPath = mp
+	} else {
+		modelPath = backendConfig.Model // skip this step if it fails?????
 	}
 
 	res, err := ttsModel.TTS(context.Background(), &proto.TTSRequest{
diff --git a/core/backend/vad.go b/core/backend/vad.go
new file mode 100644
index 00000000..8d148353
--- /dev/null
+++ b/core/backend/vad.go
@@ -0,0 +1,38 @@
+package backend
+
+import (
+	"context"
+
+	"github.com/mudler/LocalAI/core/config"
+	"github.com/mudler/LocalAI/core/schema"
+	"github.com/mudler/LocalAI/pkg/grpc/proto"
+	"github.com/mudler/LocalAI/pkg/model"
+)
+
+func VAD(request *schema.VADRequest,
+	ctx context.Context,
+	ml *model.ModelLoader,
+	appConfig *config.ApplicationConfig,
+	backendConfig config.BackendConfig) (*schema.VADResponse, error) {
+	opts := ModelOptions(backendConfig, appConfig)
+	vadModel, err := ml.Load(opts...)
+	if err != nil {
+		return nil, err
+	}
+	req := proto.VADRequest{
+		Audio: request.Audio,
+	}
+	resp, err := vadModel.VAD(ctx, &req)
+	if err != nil {
+		return nil, err
+	}
+
+	segments := []schema.VADSegment{}
+	for _, s := range resp.Segments {
+		segments = append(segments, schema.VADSegment{Start: s.Start, End: s.End})
+	}
+
+	return &schema.VADResponse{
+		Segments: segments,
+	}, nil
+}
diff --git a/core/cli/soundgeneration.go b/core/cli/soundgeneration.go
index 82bc0346..a8acd6ba 100644
--- a/core/cli/soundgeneration.go
+++ b/core/cli/soundgeneration.go
@@ -86,13 +86,14 @@ func (t *SoundGenerationCMD) Run(ctx *cliContext.Context) error {
 	options := config.BackendConfig{}
 	options.SetDefaults()
 	options.Backend = t.Backend
+	options.Model = t.Model
 
 	var inputFile *string
 	if t.InputFile != "" {
 		inputFile = &t.InputFile
 	}
 
-	filePath, _, err := backend.SoundGeneration(t.Model, text,
+	filePath, _, err := backend.SoundGeneration(text,
 		parseToFloat32Ptr(t.Duration), parseToFloat32Ptr(t.Temperature), &t.DoSample,
 		inputFile, parseToInt32Ptr(t.InputFileSampleDivisor), ml, opts, options)
 
diff --git a/core/cli/tts.go b/core/cli/tts.go
index 150ca3d0..af51ce06 100644
--- a/core/cli/tts.go
+++ b/core/cli/tts.go
@@ -52,8 +52,10 @@ func (t *TTSCMD) Run(ctx *cliContext.Context) error {
 
 	options := config.BackendConfig{}
 	options.SetDefaults()
+	options.Backend = t.Backend
+	options.Model = t.Model
 
-	filePath, _, err := backend.ModelTTS(t.Backend, text, t.Model, t.Voice, t.Language, ml, opts, options)
+	filePath, _, err := backend.ModelTTS(text, t.Voice, t.Language, ml, opts, options)
 	if err != nil {
 		return err
 	}
diff --git a/core/config/backend_config.go b/core/config/backend_config.go
index 2b130ec8..7d04996a 100644
--- a/core/config/backend_config.go
+++ b/core/config/backend_config.go
@@ -437,19 +437,21 @@ func (c *BackendConfig) HasTemplate() bool {
 type BackendConfigUsecases int
 
 const (
-	FLAG_ANY              BackendConfigUsecases = 0b000000000
-	FLAG_CHAT             BackendConfigUsecases = 0b000000001
-	FLAG_COMPLETION       BackendConfigUsecases = 0b000000010
-	FLAG_EDIT             BackendConfigUsecases = 0b000000100
-	FLAG_EMBEDDINGS       BackendConfigUsecases = 0b000001000
-	FLAG_RERANK           BackendConfigUsecases = 0b000010000
-	FLAG_IMAGE            BackendConfigUsecases = 0b000100000
-	FLAG_TRANSCRIPT       BackendConfigUsecases = 0b001000000
-	FLAG_TTS              BackendConfigUsecases = 0b010000000
-	FLAG_SOUND_GENERATION BackendConfigUsecases = 0b100000000
+	FLAG_ANY              BackendConfigUsecases = 0b00000000000
+	FLAG_CHAT             BackendConfigUsecases = 0b00000000001
+	FLAG_COMPLETION       BackendConfigUsecases = 0b00000000010
+	FLAG_EDIT             BackendConfigUsecases = 0b00000000100
+	FLAG_EMBEDDINGS       BackendConfigUsecases = 0b00000001000
+	FLAG_RERANK           BackendConfigUsecases = 0b00000010000
+	FLAG_IMAGE            BackendConfigUsecases = 0b00000100000
+	FLAG_TRANSCRIPT       BackendConfigUsecases = 0b00001000000
+	FLAG_TTS              BackendConfigUsecases = 0b00010000000
+	FLAG_SOUND_GENERATION BackendConfigUsecases = 0b00100000000
+	FLAG_TOKENIZE         BackendConfigUsecases = 0b01000000000
+	FLAG_VAD              BackendConfigUsecases = 0b10000000000
 
 	// Common Subsets
-	FLAG_LLM BackendConfigUsecases = FLAG_CHAT & FLAG_COMPLETION & FLAG_EDIT
+	FLAG_LLM BackendConfigUsecases = FLAG_CHAT | FLAG_COMPLETION | FLAG_EDIT
 )
 
 func GetAllBackendConfigUsecases() map[string]BackendConfigUsecases {
@@ -464,6 +466,8 @@ func GetAllBackendConfigUsecases() map[string]BackendConfigUsecases {
 		"FLAG_TRANSCRIPT":       FLAG_TRANSCRIPT,
 		"FLAG_TTS":              FLAG_TTS,
 		"FLAG_SOUND_GENERATION": FLAG_SOUND_GENERATION,
+		"FLAG_TOKENIZE":         FLAG_TOKENIZE,
+		"FLAG_VAD":              FLAG_VAD,
 		"FLAG_LLM":              FLAG_LLM,
 	}
 }
@@ -549,5 +553,18 @@ func (c *BackendConfig) GuessUsecases(u BackendConfigUsecases) bool {
 		}
 	}
 
+	if (u & FLAG_TOKENIZE) == FLAG_TOKENIZE {
+		tokenizeCapableBackends := []string{"llama.cpp", "rwkv"}
+		if !slices.Contains(tokenizeCapableBackends, c.Backend) {
+			return false
+		}
+	}
+
+	if (u & FLAG_VAD) == FLAG_VAD {
+		if c.Backend != "silero-vad" {
+			return false
+		}
+	}
+
 	return true
 }
diff --git a/core/config/backend_config_loader.go b/core/config/backend_config_loader.go
index 7fe77d42..410810f4 100644
--- a/core/config/backend_config_loader.go
+++ b/core/config/backend_config_loader.go
@@ -81,10 +81,10 @@ func readMultipleBackendConfigsFromFile(file string, opts ...ConfigLoaderOption)
 	c := &[]*BackendConfig{}
 	f, err := os.ReadFile(file)
 	if err != nil {
-		return nil, fmt.Errorf("cannot read config file: %w", err)
+		return nil, fmt.Errorf("readMultipleBackendConfigsFromFile cannot read config file %q: %w", file, err)
 	}
 	if err := yaml.Unmarshal(f, c); err != nil {
-		return nil, fmt.Errorf("cannot unmarshal config file: %w", err)
+		return nil, fmt.Errorf("readMultipleBackendConfigsFromFile cannot unmarshal config file %q: %w", file, err)
 	}
 
 	for _, cc := range *c {
@@ -101,10 +101,10 @@ func readBackendConfigFromFile(file string, opts ...ConfigLoaderOption) (*Backen
 	c := &BackendConfig{}
 	f, err := os.ReadFile(file)
 	if err != nil {
-		return nil, fmt.Errorf("cannot read config file: %w", err)
+		return nil, fmt.Errorf("readBackendConfigFromFile cannot read config file %q: %w", file, err)
 	}
 	if err := yaml.Unmarshal(f, c); err != nil {
-		return nil, fmt.Errorf("cannot unmarshal config file: %w", err)
+		return nil, fmt.Errorf("readBackendConfigFromFile cannot unmarshal config file %q: %w", file, err)
 	}
 
 	c.SetDefaults(opts...)
@@ -117,7 +117,9 @@ func (bcl *BackendConfigLoader) LoadBackendConfigFileByName(modelName, modelPath
 	// Load a config file if present after the model name
 	cfg := &BackendConfig{
 		PredictionOptions: schema.PredictionOptions{
-			Model: modelName,
+			BasicModelRequest: schema.BasicModelRequest{
+				Model: modelName,
+			},
 		},
 	}
 
@@ -145,6 +147,15 @@ func (bcl *BackendConfigLoader) LoadBackendConfigFileByName(modelName, modelPath
 	return cfg, nil
 }
 
+func (bcl *BackendConfigLoader) LoadBackendConfigFileByNameDefaultOptions(modelName string, appConfig *ApplicationConfig) (*BackendConfig, error) {
+	return bcl.LoadBackendConfigFileByName(modelName, appConfig.ModelPath,
+		LoadOptionDebug(appConfig.Debug),
+		LoadOptionThreads(appConfig.Threads),
+		LoadOptionContextSize(appConfig.ContextSize),
+		LoadOptionF16(appConfig.F16),
+		ModelPath(appConfig.ModelPath))
+}
+
 // This format is currently only used when reading a single file at startup, passed in via ApplicationConfig.ConfigFile
 func (bcl *BackendConfigLoader) LoadMultipleBackendConfigsSingleFile(file string, opts ...ConfigLoaderOption) error {
 	bcl.Lock()
@@ -167,7 +178,7 @@ func (bcl *BackendConfigLoader) LoadBackendConfig(file string, opts ...ConfigLoa
 	defer bcl.Unlock()
 	c, err := readBackendConfigFromFile(file, opts...)
 	if err != nil {
-		return fmt.Errorf("cannot read config file: %w", err)
+		return fmt.Errorf("LoadBackendConfig cannot read config file %q: %w", file, err)
 	}
 
 	if c.Validate() {
@@ -324,9 +335,10 @@ func (bcl *BackendConfigLoader) Preload(modelPath string) error {
 func (bcl *BackendConfigLoader) LoadBackendConfigsFromPath(path string, opts ...ConfigLoaderOption) error {
 	bcl.Lock()
 	defer bcl.Unlock()
+
 	entries, err := os.ReadDir(path)
 	if err != nil {
-		return fmt.Errorf("cannot read directory '%s': %w", path, err)
+		return fmt.Errorf("LoadBackendConfigsFromPath cannot read directory '%s': %w", path, err)
 	}
 	files := make([]fs.FileInfo, 0, len(entries))
 	for _, entry := range entries {
@@ -344,13 +356,13 @@ func (bcl *BackendConfigLoader) LoadBackendConfigsFromPath(path string, opts ...
 		}
 		c, err := readBackendConfigFromFile(filepath.Join(path, file.Name()), opts...)
 		if err != nil {
-			log.Error().Err(err).Msgf("cannot read config file: %s", file.Name())
+			log.Error().Err(err).Str("File Name", file.Name()).Msgf("LoadBackendConfigsFromPath cannot read config file")
 			continue
 		}
 		if c.Validate() {
 			bcl.configs[c.Name] = *c
 		} else {
-			log.Error().Err(err).Msgf("config is not valid")
+			log.Error().Err(err).Str("Name", c.Name).Msgf("config is not valid")
 		}
 	}
 
diff --git a/core/config/guesser.go b/core/config/guesser.go
index f5627461..9c3ad59d 100644
--- a/core/config/guesser.go
+++ b/core/config/guesser.go
@@ -161,10 +161,11 @@ func guessDefaultsFromFile(cfg *BackendConfig, modelPath string) {
 	}
 
 	// We try to guess only if we don't have a template defined already
-	f, err := gguf.ParseGGUFFile(filepath.Join(modelPath, cfg.ModelFileName()))
+	guessPath := filepath.Join(modelPath, cfg.ModelFileName())
+	f, err := gguf.ParseGGUFFile(guessPath)
 	if err != nil {
 		// Only valid for gguf files
-		log.Debug().Msgf("guessDefaultsFromFile: %s", "not a GGUF file")
+		log.Debug().Str("filePath", guessPath).Msg("guessDefaultsFromFile: not a GGUF file")
 		return
 	}
 
diff --git a/core/http/app.go b/core/http/app.go
index d1e80f8d..ddce573a 100644
--- a/core/http/app.go
+++ b/core/http/app.go
@@ -130,7 +130,6 @@ func API(application *application.Application) (*fiber.App, error) {
 				return metricsService.Shutdown()
 			})
 		}
-
 	}
 	// Health Checks should always be exempt from auth, so register these first
 	routes.HealthRoutes(router)
@@ -167,13 +166,15 @@ func API(application *application.Application) (*fiber.App, error) {
 	galleryService := services.NewGalleryService(application.ApplicationConfig())
 	galleryService.Start(application.ApplicationConfig().Context, application.BackendLoader())
 
-	routes.RegisterElevenLabsRoutes(router, application.BackendLoader(), application.ModelLoader(), application.ApplicationConfig())
-	routes.RegisterLocalAIRoutes(router, application.BackendLoader(), application.ModelLoader(), application.ApplicationConfig(), galleryService)
-	routes.RegisterOpenAIRoutes(router, application)
+	requestExtractor := middleware.NewRequestExtractor(application.BackendLoader(), application.ModelLoader(), application.ApplicationConfig())
+
+	routes.RegisterElevenLabsRoutes(router, requestExtractor, application.BackendLoader(), application.ModelLoader(), application.ApplicationConfig())
+	routes.RegisterLocalAIRoutes(router, requestExtractor, application.BackendLoader(), application.ModelLoader(), application.ApplicationConfig(), galleryService)
+	routes.RegisterOpenAIRoutes(router, requestExtractor, application)
 	if !application.ApplicationConfig().DisableWebUI {
 		routes.RegisterUIRoutes(router, application.BackendLoader(), application.ModelLoader(), application.ApplicationConfig(), galleryService)
 	}
-	routes.RegisterJINARoutes(router, application.BackendLoader(), application.ModelLoader(), application.ApplicationConfig())
+	routes.RegisterJINARoutes(router, requestExtractor, application.BackendLoader(), application.ModelLoader(), application.ApplicationConfig())
 
 	httpFS := http.FS(embedDirStatic)
 
diff --git a/core/http/ctx/fiber.go b/core/http/ctx/fiber.go
deleted file mode 100644
index 254f0704..00000000
--- a/core/http/ctx/fiber.go
+++ /dev/null
@@ -1,47 +0,0 @@
-package fiberContext
-
-import (
-	"fmt"
-	"strings"
-
-	"github.com/gofiber/fiber/v2"
-	"github.com/mudler/LocalAI/core/config"
-	"github.com/mudler/LocalAI/core/services"
-	"github.com/mudler/LocalAI/pkg/model"
-	"github.com/rs/zerolog/log"
-)
-
-// ModelFromContext returns the model from the context
-// If no model is specified, it will take the first available
-// Takes a model string as input which should be the one received from the user request.
-// It returns the model name resolved from the context and an error if any.
-func ModelFromContext(ctx *fiber.Ctx, cl *config.BackendConfigLoader, loader *model.ModelLoader, modelInput string, firstModel bool) (string, error) {
-	if ctx.Params("model") != "" {
-		modelInput = ctx.Params("model")
-	}
-	if ctx.Query("model") != "" {
-		modelInput = ctx.Query("model")
-	}
-	// Set model from bearer token, if available
-	bearer := strings.TrimLeft(ctx.Get("authorization"), "Bear ") // Reduced duplicate characters of Bearer
-	bearerExists := bearer != "" && loader.ExistsInModelPath(bearer)
-
-	// If no model was specified, take the first available
-	if modelInput == "" && !bearerExists && firstModel {
-		models, _ := services.ListModels(cl, loader, config.NoFilterFn, services.SKIP_IF_CONFIGURED)
-		if len(models) > 0 {
-			modelInput = models[0]
-			log.Debug().Msgf("No model specified, using: %s", modelInput)
-		} else {
-			log.Debug().Msgf("No model specified, returning error")
-			return "", fmt.Errorf("no model specified")
-		}
-	}
-
-	// If a model is found in bearer token takes precedence
-	if bearerExists {
-		log.Debug().Msgf("Using model from bearer token: %s", bearer)
-		modelInput = bearer
-	}
-	return modelInput, nil
-}
diff --git a/core/http/endpoints/elevenlabs/soundgeneration.go b/core/http/endpoints/elevenlabs/soundgeneration.go
index 345df35b..548716de 100644
--- a/core/http/endpoints/elevenlabs/soundgeneration.go
+++ b/core/http/endpoints/elevenlabs/soundgeneration.go
@@ -4,7 +4,7 @@ import (
 	"github.com/gofiber/fiber/v2"
 	"github.com/mudler/LocalAI/core/backend"
 	"github.com/mudler/LocalAI/core/config"
-	fiberContext "github.com/mudler/LocalAI/core/http/ctx"
+	"github.com/mudler/LocalAI/core/http/middleware"
 	"github.com/mudler/LocalAI/core/schema"
 	"github.com/mudler/LocalAI/pkg/model"
 	"github.com/rs/zerolog/log"
@@ -17,45 +17,21 @@ import (
 // @Router /v1/sound-generation [post]
 func SoundGenerationEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, appConfig *config.ApplicationConfig) func(c *fiber.Ctx) error {
 	return func(c *fiber.Ctx) error {
-		input := new(schema.ElevenLabsSoundGenerationRequest)
-		// Get input data from the request body
-		if err := c.BodyParser(input); err != nil {
-			return err
+
+		input, ok := c.Locals(middleware.CONTEXT_LOCALS_KEY_LOCALAI_REQUEST).(*schema.ElevenLabsSoundGenerationRequest)
+		if !ok || input.ModelID == "" {
+			return fiber.ErrBadRequest
 		}
 
-		modelFile, err := fiberContext.ModelFromContext(c, cl, ml, input.ModelID, false)
-		if err != nil {
-			modelFile = input.ModelID
-			log.Warn().Str("ModelID", input.ModelID).Msg("Model not found in context")
+		cfg, ok := c.Locals(middleware.CONTEXT_LOCALS_KEY_MODEL_CONFIG).(*config.BackendConfig)
+		if !ok || cfg == nil {
+			return fiber.ErrBadRequest
 		}
 
-		cfg, err := cl.LoadBackendConfigFileByName(modelFile, appConfig.ModelPath,
-			config.LoadOptionDebug(appConfig.Debug),
-			config.LoadOptionThreads(appConfig.Threads),
-			config.LoadOptionContextSize(appConfig.ContextSize),
-			config.LoadOptionF16(appConfig.F16),
-		)
-		if err != nil {
-			modelFile = input.ModelID
-			log.Warn().Str("Request ModelID", input.ModelID).Err(err).Msg("error during LoadBackendConfigFileByName, using request ModelID")
-		} else {
-			if input.ModelID != "" {
-				modelFile = input.ModelID
-			} else {
-				modelFile = cfg.Model
-			}
-		}
 		log.Debug().Str("modelFile", "modelFile").Str("backend", cfg.Backend).Msg("Sound Generation Request about to be sent to backend")
 
-		if input.Duration != nil {
-			log.Debug().Float32("duration", *input.Duration).Msg("duration set")
-		}
-		if input.Temperature != nil {
-			log.Debug().Float32("temperature", *input.Temperature).Msg("temperature set")
-		}
-
 		// TODO: Support uploading files?
-		filePath, _, err := backend.SoundGeneration(modelFile, input.Text, input.Duration, input.Temperature, input.DoSample, nil, nil, ml, appConfig, *cfg)
+		filePath, _, err := backend.SoundGeneration(input.Text, input.Duration, input.Temperature, input.DoSample, nil, nil, ml, appConfig, *cfg)
 		if err != nil {
 			return err
 		}
diff --git a/core/http/endpoints/elevenlabs/tts.go b/core/http/endpoints/elevenlabs/tts.go
index bb6901be..48458870 100644
--- a/core/http/endpoints/elevenlabs/tts.go
+++ b/core/http/endpoints/elevenlabs/tts.go
@@ -3,7 +3,7 @@ package elevenlabs
 import (
 	"github.com/mudler/LocalAI/core/backend"
 	"github.com/mudler/LocalAI/core/config"
-	fiberContext "github.com/mudler/LocalAI/core/http/ctx"
+	"github.com/mudler/LocalAI/core/http/middleware"
 	"github.com/mudler/LocalAI/pkg/model"
 
 	"github.com/gofiber/fiber/v2"
@@ -20,39 +20,21 @@ import (
 func TTSEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, appConfig *config.ApplicationConfig) func(c *fiber.Ctx) error {
 	return func(c *fiber.Ctx) error {
 
-		input := new(schema.ElevenLabsTTSRequest)
 		voiceID := c.Params("voice-id")
 
-		// Get input data from the request body
-		if err := c.BodyParser(input); err != nil {
-			return err
+		input, ok := c.Locals(middleware.CONTEXT_LOCALS_KEY_LOCALAI_REQUEST).(*schema.ElevenLabsTTSRequest)
+		if !ok || input.ModelID == "" {
+			return fiber.ErrBadRequest
 		}
 
-		modelFile, err := fiberContext.ModelFromContext(c, cl, ml, input.ModelID, false)
-		if err != nil {
-			modelFile = input.ModelID
-			log.Warn().Msgf("Model not found in context: %s", input.ModelID)
+		cfg, ok := c.Locals(middleware.CONTEXT_LOCALS_KEY_MODEL_CONFIG).(*config.BackendConfig)
+		if !ok || cfg == nil {
+			return fiber.ErrBadRequest
 		}
 
-		cfg, err := cl.LoadBackendConfigFileByName(modelFile, appConfig.ModelPath,
-			config.LoadOptionDebug(appConfig.Debug),
-			config.LoadOptionThreads(appConfig.Threads),
-			config.LoadOptionContextSize(appConfig.ContextSize),
-			config.LoadOptionF16(appConfig.F16),
-		)
-		if err != nil {
-			modelFile = input.ModelID
-			log.Warn().Msgf("Model not found in context: %s", input.ModelID)
-		} else {
-			if input.ModelID != "" {
-				modelFile = input.ModelID
-			} else {
-				modelFile = cfg.Model
-			}
-		}
-		log.Debug().Msgf("Request for model: %s", modelFile)
+		log.Debug().Str("modelName", input.ModelID).Msg("elevenlabs TTS request recieved")
 
-		filePath, _, err := backend.ModelTTS(cfg.Backend, input.Text, modelFile, "", voiceID, ml, appConfig, *cfg)
+		filePath, _, err := backend.ModelTTS(input.Text, voiceID, input.LanguageCode, ml, appConfig, *cfg)
 		if err != nil {
 			return err
 		}
diff --git a/core/http/endpoints/jina/rerank.go b/core/http/endpoints/jina/rerank.go
index 58c3972d..eb2d1911 100644
--- a/core/http/endpoints/jina/rerank.go
+++ b/core/http/endpoints/jina/rerank.go
@@ -3,9 +3,9 @@ package jina
 import (
 	"github.com/mudler/LocalAI/core/backend"
 	"github.com/mudler/LocalAI/core/config"
+	"github.com/mudler/LocalAI/core/http/middleware"
 
 	"github.com/gofiber/fiber/v2"
-	fiberContext "github.com/mudler/LocalAI/core/http/ctx"
 	"github.com/mudler/LocalAI/core/schema"
 	"github.com/mudler/LocalAI/pkg/grpc/proto"
 	"github.com/mudler/LocalAI/pkg/model"
@@ -19,58 +19,32 @@ import (
 // @Router /v1/rerank [post]
 func JINARerankEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, appConfig *config.ApplicationConfig) func(c *fiber.Ctx) error {
 	return func(c *fiber.Ctx) error {
-		req := new(schema.JINARerankRequest)
-		if err := c.BodyParser(req); err != nil {
-			return c.Status(fiber.StatusBadRequest).JSON(fiber.Map{
-				"error": "Cannot parse JSON",
-			})
+
+		input, ok := c.Locals(middleware.CONTEXT_LOCALS_KEY_LOCALAI_REQUEST).(*schema.JINARerankRequest)
+		if !ok || input.Model == "" {
+			return fiber.ErrBadRequest
 		}
 
-		input := new(schema.TTSRequest)
-
-		// Get input data from the request body
-		if err := c.BodyParser(input); err != nil {
-			return err
+		cfg, ok := c.Locals(middleware.CONTEXT_LOCALS_KEY_MODEL_CONFIG).(*config.BackendConfig)
+		if !ok || cfg == nil {
+			return fiber.ErrBadRequest
 		}
 
-		modelFile, err := fiberContext.ModelFromContext(c, cl, ml, input.Model, false)
-		if err != nil {
-			modelFile = input.Model
-			log.Warn().Msgf("Model not found in context: %s", input.Model)
-		}
-
-		cfg, err := cl.LoadBackendConfigFileByName(modelFile, appConfig.ModelPath,
-			config.LoadOptionDebug(appConfig.Debug),
-			config.LoadOptionThreads(appConfig.Threads),
-			config.LoadOptionContextSize(appConfig.ContextSize),
-			config.LoadOptionF16(appConfig.F16),
-		)
-		if err != nil {
-			modelFile = input.Model
-			log.Warn().Msgf("Model not found in context: %s", input.Model)
-		} else {
-			modelFile = cfg.Model
-		}
-
-		log.Debug().Msgf("Request for model: %s", modelFile)
-
-		if input.Backend != "" {
-			cfg.Backend = input.Backend
-		}
+		log.Debug().Str("model", input.Model).Msg("JINA Rerank Request recieved")
 
 		request := &proto.RerankRequest{
-			Query:     req.Query,
-			TopN:      int32(req.TopN),
-			Documents: req.Documents,
+			Query:     input.Query,
+			TopN:      int32(input.TopN),
+			Documents: input.Documents,
 		}
 
-		results, err := backend.Rerank(modelFile, request, ml, appConfig, *cfg)
+		results, err := backend.Rerank(request, ml, appConfig, *cfg)
 		if err != nil {
 			return err
 		}
 
 		response := &schema.JINARerankResponse{
-			Model: req.Model,
+			Model: input.Model,
 		}
 
 		for _, r := range results.Results {
diff --git a/core/http/endpoints/localai/get_token_metrics.go b/core/http/endpoints/localai/get_token_metrics.go
index e0e6943f..30de2cdd 100644
--- a/core/http/endpoints/localai/get_token_metrics.go
+++ b/core/http/endpoints/localai/get_token_metrics.go
@@ -4,13 +4,15 @@ import (
 	"github.com/gofiber/fiber/v2"
 	"github.com/mudler/LocalAI/core/backend"
 	"github.com/mudler/LocalAI/core/config"
-	fiberContext "github.com/mudler/LocalAI/core/http/ctx"
+	"github.com/mudler/LocalAI/core/http/middleware"
 	"github.com/mudler/LocalAI/core/schema"
 	"github.com/rs/zerolog/log"
 
 	"github.com/mudler/LocalAI/pkg/model"
 )
 
+// TODO: This is not yet in use. Needs middleware rework, since it is not referenced.
+
 // TokenMetricsEndpoint is an endpoint to get TokensProcessed Per Second for Active SlotID
 //
 //	@Summary	Get TokenMetrics for Active Slot.
@@ -29,18 +31,13 @@ func TokenMetricsEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader,
 			return err
 		}
 
-		modelFile, err := fiberContext.ModelFromContext(c, cl, ml, input.Model, false)
-		if err != nil {
+		modelFile, ok := c.Locals(middleware.CONTEXT_LOCALS_KEY_MODEL_NAME).(string)
+		if !ok || modelFile != "" {
 			modelFile = input.Model
 			log.Warn().Msgf("Model not found in context: %s", input.Model)
 		}
 
-		cfg, err := cl.LoadBackendConfigFileByName(modelFile, appConfig.ModelPath,
-			config.LoadOptionDebug(appConfig.Debug),
-			config.LoadOptionThreads(appConfig.Threads),
-			config.LoadOptionContextSize(appConfig.ContextSize),
-			config.LoadOptionF16(appConfig.F16),
-		)
+		cfg, err := cl.LoadBackendConfigFileByNameDefaultOptions(modelFile, appConfig)
 
 		if err != nil {
 			log.Err(err)
diff --git a/core/http/endpoints/localai/tokenize.go b/core/http/endpoints/localai/tokenize.go
index faa8a0a4..e0c06a27 100644
--- a/core/http/endpoints/localai/tokenize.go
+++ b/core/http/endpoints/localai/tokenize.go
@@ -4,10 +4,9 @@ import (
 	"github.com/gofiber/fiber/v2"
 	"github.com/mudler/LocalAI/core/backend"
 	"github.com/mudler/LocalAI/core/config"
-	fiberContext "github.com/mudler/LocalAI/core/http/ctx"
+	"github.com/mudler/LocalAI/core/http/middleware"
 	"github.com/mudler/LocalAI/core/schema"
 	"github.com/mudler/LocalAI/pkg/model"
-	"github.com/rs/zerolog/log"
 )
 
 // TokenizeEndpoint exposes a REST API to tokenize the content
@@ -16,42 +15,21 @@ import (
 // @Success 200 {object} schema.TokenizeResponse "Response"
 // @Router /v1/tokenize [post]
 func TokenizeEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, appConfig *config.ApplicationConfig) func(c *fiber.Ctx) error {
-	return func(c *fiber.Ctx) error {
-
-		input := new(schema.TokenizeRequest)
-
-		// Get input data from the request body
-		if err := c.BodyParser(input); err != nil {
-			return err
+	return func(ctx *fiber.Ctx) error {
+		input, ok := ctx.Locals(middleware.CONTEXT_LOCALS_KEY_LOCALAI_REQUEST).(*schema.TokenizeRequest)
+		if !ok || input.Model == "" {
+			return fiber.ErrBadRequest
 		}
 
-		modelFile, err := fiberContext.ModelFromContext(c, cl, ml, input.Model, false)
-		if err != nil {
-			modelFile = input.Model
-			log.Warn().Msgf("Model not found in context: %s", input.Model)
+		cfg, ok := ctx.Locals(middleware.CONTEXT_LOCALS_KEY_MODEL_CONFIG).(*config.BackendConfig)
+		if !ok || cfg == nil {
+			return fiber.ErrBadRequest
 		}
 
-		cfg, err := cl.LoadBackendConfigFileByName(modelFile, appConfig.ModelPath,
-			config.LoadOptionDebug(appConfig.Debug),
-			config.LoadOptionThreads(appConfig.Threads),
-			config.LoadOptionContextSize(appConfig.ContextSize),
-			config.LoadOptionF16(appConfig.F16),
-		)
-
-		if err != nil {
-			log.Err(err)
-			modelFile = input.Model
-			log.Warn().Msgf("Model not found in context: %s", input.Model)
-		} else {
-			modelFile = cfg.Model
-		}
-		log.Debug().Msgf("Request for model: %s", modelFile)
-
 		tokenResponse, err := backend.ModelTokenize(input.Content, ml, *cfg, appConfig)
 		if err != nil {
 			return err
 		}
-
-		return c.JSON(tokenResponse)
+		return ctx.JSON(tokenResponse)
 	}
 }
diff --git a/core/http/endpoints/localai/tts.go b/core/http/endpoints/localai/tts.go
index 9116f9fa..cc0f8169 100644
--- a/core/http/endpoints/localai/tts.go
+++ b/core/http/endpoints/localai/tts.go
@@ -3,7 +3,7 @@ package localai
 import (
 	"github.com/mudler/LocalAI/core/backend"
 	"github.com/mudler/LocalAI/core/config"
-	fiberContext "github.com/mudler/LocalAI/core/http/ctx"
+	"github.com/mudler/LocalAI/core/http/middleware"
 	"github.com/mudler/LocalAI/pkg/model"
 
 	"github.com/gofiber/fiber/v2"
@@ -24,37 +24,24 @@ import (
 //		@Router		/tts [post]
 func TTSEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, appConfig *config.ApplicationConfig) func(c *fiber.Ctx) error {
 	return func(c *fiber.Ctx) error {
-		input := new(schema.TTSRequest)
-
-		// Get input data from the request body
-		if err := c.BodyParser(input); err != nil {
-			return err
+		input, ok := c.Locals(middleware.CONTEXT_LOCALS_KEY_LOCALAI_REQUEST).(*schema.TTSRequest)
+		if !ok || input.Model == "" {
+			return fiber.ErrBadRequest
 		}
 
-		modelFile, err := fiberContext.ModelFromContext(c, cl, ml, input.Model, false)
-		if err != nil {
-			modelFile = input.Model
-			log.Warn().Msgf("Model not found in context: %s", input.Model)
+		cfg, ok := c.Locals(middleware.CONTEXT_LOCALS_KEY_MODEL_CONFIG).(*config.BackendConfig)
+		if !ok || cfg == nil {
+			return fiber.ErrBadRequest
 		}
 
-		cfg, err := cl.LoadBackendConfigFileByName(modelFile, appConfig.ModelPath,
-			config.LoadOptionDebug(appConfig.Debug),
-			config.LoadOptionThreads(appConfig.Threads),
-			config.LoadOptionContextSize(appConfig.ContextSize),
-			config.LoadOptionF16(appConfig.F16),
-		)
+		log.Debug().Str("model", input.Model).Msg("LocalAI TTS Request recieved")
 
-		if err != nil {
-			log.Err(err)
-			modelFile = input.Model
-			log.Warn().Msgf("Model not found in context: %s", input.Model)
-		} else {
-			modelFile = cfg.Model
-		}
-		log.Debug().Msgf("Request for model: %s", modelFile)
-
-		if input.Backend != "" {
-			cfg.Backend = input.Backend
+		if cfg.Backend == "" {
+			if input.Backend != "" {
+				cfg.Backend = input.Backend
+			} else {
+				cfg.Backend = model.PiperBackend
+			}
 		}
 
 		if input.Language != "" {
@@ -65,7 +52,7 @@ func TTSEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, appConfi
 			cfg.Voice = input.Voice
 		}
 
-		filePath, _, err := backend.ModelTTS(cfg.Backend, input.Input, modelFile, cfg.Voice, cfg.Language, ml, appConfig, *cfg)
+		filePath, _, err := backend.ModelTTS(input.Input, cfg.Voice, cfg.Language, ml, appConfig, *cfg)
 		if err != nil {
 			return err
 		}
diff --git a/core/http/endpoints/localai/vad.go b/core/http/endpoints/localai/vad.go
index 2ed6125c..d41a29c8 100644
--- a/core/http/endpoints/localai/vad.go
+++ b/core/http/endpoints/localai/vad.go
@@ -4,9 +4,8 @@ import (
 	"github.com/gofiber/fiber/v2"
 	"github.com/mudler/LocalAI/core/backend"
 	"github.com/mudler/LocalAI/core/config"
-	fiberContext "github.com/mudler/LocalAI/core/http/ctx"
+	"github.com/mudler/LocalAI/core/http/middleware"
 	"github.com/mudler/LocalAI/core/schema"
-	"github.com/mudler/LocalAI/pkg/grpc/proto"
 	"github.com/mudler/LocalAI/pkg/model"
 	"github.com/rs/zerolog/log"
 )
@@ -19,45 +18,20 @@ import (
 // @Router		/vad [post]
 func VADEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, appConfig *config.ApplicationConfig) func(c *fiber.Ctx) error {
 	return func(c *fiber.Ctx) error {
-		input := new(schema.VADRequest)
-
-		// Get input data from the request body
-		if err := c.BodyParser(input); err != nil {
-			return err
+		input, ok := c.Locals(middleware.CONTEXT_LOCALS_KEY_LOCALAI_REQUEST).(*schema.VADRequest)
+		if !ok || input.Model == "" {
+			return fiber.ErrBadRequest
 		}
 
-		modelFile, err := fiberContext.ModelFromContext(c, cl, ml, input.Model, false)
-		if err != nil {
-			modelFile = input.Model
-			log.Warn().Msgf("Model not found in context: %s", input.Model)
+		cfg, ok := c.Locals(middleware.CONTEXT_LOCALS_KEY_MODEL_CONFIG).(*config.BackendConfig)
+		if !ok || cfg == nil {
+			return fiber.ErrBadRequest
 		}
 
-		cfg, err := cl.LoadBackendConfigFileByName(modelFile, appConfig.ModelPath,
-			config.LoadOptionDebug(appConfig.Debug),
-			config.LoadOptionThreads(appConfig.Threads),
-			config.LoadOptionContextSize(appConfig.ContextSize),
-			config.LoadOptionF16(appConfig.F16),
-		)
+		log.Debug().Str("model", input.Model).Msg("LocalAI VAD Request recieved")
 
-		if err != nil {
-			log.Err(err)
-			modelFile = input.Model
-			log.Warn().Msgf("Model not found in context: %s", input.Model)
-		} else {
-			modelFile = cfg.Model
-		}
-		log.Debug().Msgf("Request for model: %s", modelFile)
+		resp, err := backend.VAD(input, c.Context(), ml, appConfig, *cfg)
 
-		opts := backend.ModelOptions(*cfg, appConfig, model.WithBackendString(cfg.Backend), model.WithModel(modelFile))
-
-		vadModel, err := ml.Load(opts...)
-		if err != nil {
-			return err
-		}
-		req := proto.VADRequest{
-			Audio: input.Audio,
-		}
-		resp, err := vadModel.VAD(c.Context(), &req)
 		if err != nil {
 			return err
 		}
diff --git a/core/http/endpoints/openai/chat.go b/core/http/endpoints/openai/chat.go
index a94a729a..684e0c41 100644
--- a/core/http/endpoints/openai/chat.go
+++ b/core/http/endpoints/openai/chat.go
@@ -5,18 +5,19 @@ import (
 	"bytes"
 	"encoding/json"
 	"fmt"
-	"strings"
 	"time"
 
 	"github.com/gofiber/fiber/v2"
 	"github.com/google/uuid"
 	"github.com/mudler/LocalAI/core/backend"
 	"github.com/mudler/LocalAI/core/config"
+	"github.com/mudler/LocalAI/core/http/middleware"
 	"github.com/mudler/LocalAI/core/schema"
 	"github.com/mudler/LocalAI/pkg/functions"
+
+	"github.com/mudler/LocalAI/pkg/model"
 	"github.com/mudler/LocalAI/pkg/templates"
 
-	model "github.com/mudler/LocalAI/pkg/model"
 	"github.com/rs/zerolog/log"
 	"github.com/valyala/fasthttp"
 )
@@ -174,26 +175,20 @@ func ChatEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, evaluat
 		textContentToReturn = ""
 		id = uuid.New().String()
 		created = int(time.Now().Unix())
-		// Set CorrelationID
-		correlationID := c.Get("X-Correlation-ID")
-		if len(strings.TrimSpace(correlationID)) == 0 {
-			correlationID = id
+		
+		input, ok := c.Locals(middleware.CONTEXT_LOCALS_KEY_LOCALAI_REQUEST).(*schema.OpenAIRequest)
+		if !ok || input.Model == "" {
+			return fiber.ErrBadRequest
 		}
-		c.Set("X-Correlation-ID", correlationID)
 
-		// Opt-in extra usage flag
 		extraUsage := c.Get("Extra-Usage", "") != ""
 
-		modelFile, input, err := readRequest(c, cl, ml, startupOptions, true)
-		if err != nil {
-			return fmt.Errorf("failed reading parameters from request:%w", err)
+		config, ok := c.Locals(middleware.CONTEXT_LOCALS_KEY_MODEL_CONFIG).(*config.BackendConfig)
+		if !ok || config == nil {
+			return fiber.ErrBadRequest
 		}
 
-		config, input, err := mergeRequestWithConfig(modelFile, input, cl, ml, startupOptions.Debug, startupOptions.Threads, startupOptions.ContextSize, startupOptions.F16)
-		if err != nil {
-			return fmt.Errorf("failed reading parameters from request:%w", err)
-		}
-		log.Debug().Msgf("Configuration read: %+v", config)
+		log.Debug().Msgf("Chat endpoint configuration read: %+v", config)
 
 		funcs := input.Functions
 		shouldUseFn := len(input.Functions) > 0 && config.ShouldUseFunctions()
@@ -543,7 +538,7 @@ func handleQuestion(config *config.BackendConfig, input *schema.OpenAIRequest, m
 		audios = append(audios, m.StringAudios...)
 	}
 
-	predFunc, err := backend.ModelInference(input.Context, prompt, input.Messages, images, videos, audios, ml, *config, o, nil)
+	predFunc, err := backend.ModelInference(input.Context, prompt, input.Messages, images, videos, audios, ml, config, o, nil)
 	if err != nil {
 		log.Error().Err(err).Msg("model inference failed")
 		return "", err
diff --git a/core/http/endpoints/openai/completion.go b/core/http/endpoints/openai/completion.go
index a353a0a1..5c685b97 100644
--- a/core/http/endpoints/openai/completion.go
+++ b/core/http/endpoints/openai/completion.go
@@ -10,12 +10,13 @@ import (
 
 	"github.com/mudler/LocalAI/core/backend"
 	"github.com/mudler/LocalAI/core/config"
+	"github.com/mudler/LocalAI/core/http/middleware"
 
 	"github.com/gofiber/fiber/v2"
 	"github.com/google/uuid"
 	"github.com/mudler/LocalAI/core/schema"
 	"github.com/mudler/LocalAI/pkg/functions"
-	model "github.com/mudler/LocalAI/pkg/model"
+	"github.com/mudler/LocalAI/pkg/model"
 	"github.com/mudler/LocalAI/pkg/templates"
 	"github.com/rs/zerolog/log"
 	"github.com/valyala/fasthttp"
@@ -26,11 +27,11 @@ import (
 // @Param request body schema.OpenAIRequest true "query params"
 // @Success 200 {object} schema.OpenAIResponse "Response"
 // @Router /v1/completions [post]
+
 func CompletionEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, evaluator *templates.Evaluator, appConfig *config.ApplicationConfig) func(c *fiber.Ctx) error {
-	id := uuid.New().String()
 	created := int(time.Now().Unix())
 
-	process := func(s string, req *schema.OpenAIRequest, config *config.BackendConfig, loader *model.ModelLoader, responses chan schema.OpenAIResponse, extraUsage bool) {
+	process := func(id string, s string, req *schema.OpenAIRequest, config *config.BackendConfig, loader *model.ModelLoader, responses chan schema.OpenAIResponse, extraUsage bool) {
 		ComputeChoices(req, s, config, appConfig, loader, func(s string, c *[]schema.Choice) {}, func(s string, tokenUsage backend.TokenUsage) bool {
 			usage := schema.OpenAIUsage{
 				PromptTokens:     tokenUsage.Prompt,
@@ -63,22 +64,18 @@ func CompletionEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, e
 	}
 
 	return func(c *fiber.Ctx) error {
-		// Add Correlation
-		c.Set("X-Correlation-ID", id)
-
-		// Opt-in extra usage flag
+		// Handle Correlation
+		id := c.Get("X-Correlation-ID", uuid.New().String())
 		extraUsage := c.Get("Extra-Usage", "") != ""
 
-		modelFile, input, err := readRequest(c, cl, ml, appConfig, true)
-		if err != nil {
-			return fmt.Errorf("failed reading parameters from request:%w", err)
+		input, ok := c.Locals(middleware.CONTEXT_LOCALS_KEY_LOCALAI_REQUEST).(*schema.OpenAIRequest)
+		if !ok || input.Model == "" {
+			return fiber.ErrBadRequest
 		}
 
-		log.Debug().Msgf("`input`: %+v", input)
-
-		config, input, err := mergeRequestWithConfig(modelFile, input, cl, ml, appConfig.Debug, appConfig.Threads, appConfig.ContextSize, appConfig.F16)
-		if err != nil {
-			return fmt.Errorf("failed reading parameters from request:%w", err)
+		config, ok := c.Locals(middleware.CONTEXT_LOCALS_KEY_MODEL_CONFIG).(*config.BackendConfig)
+		if !ok || config == nil {
+			return fiber.ErrBadRequest
 		}
 
 		if config.ResponseFormatMap != nil {
@@ -122,7 +119,7 @@ func CompletionEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, e
 
 			responses := make(chan schema.OpenAIResponse)
 
-			go process(predInput, input, config, ml, responses, extraUsage)
+			go process(id, predInput, input, config, ml, responses, extraUsage)
 
 			c.Context().SetBodyStreamWriter(fasthttp.StreamWriter(func(w *bufio.Writer) {
 
diff --git a/core/http/endpoints/openai/edit.go b/core/http/endpoints/openai/edit.go
index 28a3597c..7409e291 100644
--- a/core/http/endpoints/openai/edit.go
+++ b/core/http/endpoints/openai/edit.go
@@ -2,16 +2,17 @@ package openai
 
 import (
 	"encoding/json"
-	"fmt"
 	"time"
 
 	"github.com/mudler/LocalAI/core/backend"
 	"github.com/mudler/LocalAI/core/config"
+	"github.com/mudler/LocalAI/core/http/middleware"
 
 	"github.com/gofiber/fiber/v2"
 	"github.com/google/uuid"
 	"github.com/mudler/LocalAI/core/schema"
-	model "github.com/mudler/LocalAI/pkg/model"
+
+	"github.com/mudler/LocalAI/pkg/model"
 	"github.com/mudler/LocalAI/pkg/templates"
 
 	"github.com/rs/zerolog/log"
@@ -25,20 +26,21 @@ import (
 func EditEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, evaluator *templates.Evaluator, appConfig *config.ApplicationConfig) func(c *fiber.Ctx) error {
 
 	return func(c *fiber.Ctx) error {
+
+		input, ok := c.Locals(middleware.CONTEXT_LOCALS_KEY_LOCALAI_REQUEST).(*schema.OpenAIRequest)
+		if !ok || input.Model == "" {
+			return fiber.ErrBadRequest
+		}
 		// Opt-in extra usage flag
 		extraUsage := c.Get("Extra-Usage", "") != ""
 
-		modelFile, input, err := readRequest(c, cl, ml, appConfig, true)
-		if err != nil {
-			return fmt.Errorf("failed reading parameters from request:%w", err)
+		config, ok := c.Locals(middleware.CONTEXT_LOCALS_KEY_MODEL_CONFIG).(*config.BackendConfig)
+		if !ok || config == nil {
+			return fiber.ErrBadRequest
 		}
 
-		config, input, err := mergeRequestWithConfig(modelFile, input, cl, ml, appConfig.Debug, appConfig.Threads, appConfig.ContextSize, appConfig.F16)
-		if err != nil {
-			return fmt.Errorf("failed reading parameters from request:%w", err)
-		}
-
-		log.Debug().Msgf("Parameter Config: %+v", config)
+		log.Debug().Msgf("Edit Endpoint Input : %+v", input)
+		log.Debug().Msgf("Edit Endpoint Config: %+v", *config)
 
 		var result []schema.Choice
 		totalTokenUsage := backend.TokenUsage{}
diff --git a/core/http/endpoints/openai/embeddings.go b/core/http/endpoints/openai/embeddings.go
index e247d84e..9cbbe189 100644
--- a/core/http/endpoints/openai/embeddings.go
+++ b/core/http/endpoints/openai/embeddings.go
@@ -2,11 +2,11 @@ package openai
 
 import (
 	"encoding/json"
-	"fmt"
 	"time"
 
 	"github.com/mudler/LocalAI/core/backend"
 	"github.com/mudler/LocalAI/core/config"
+	"github.com/mudler/LocalAI/core/http/middleware"
 	"github.com/mudler/LocalAI/pkg/model"
 
 	"github.com/google/uuid"
@@ -23,14 +23,14 @@ import (
 // @Router /v1/embeddings [post]
 func EmbeddingsEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, appConfig *config.ApplicationConfig) func(c *fiber.Ctx) error {
 	return func(c *fiber.Ctx) error {
-		model, input, err := readRequest(c, cl, ml, appConfig, true)
-		if err != nil {
-			return fmt.Errorf("failed reading parameters from request:%w", err)
+		input, ok := c.Locals(middleware.CONTEXT_LOCALS_KEY_LOCALAI_REQUEST).(*schema.OpenAIRequest)
+		if !ok || input.Model == "" {
+			return fiber.ErrBadRequest
 		}
 
-		config, input, err := mergeRequestWithConfig(model, input, cl, ml, appConfig.Debug, appConfig.Threads, appConfig.ContextSize, appConfig.F16)
-		if err != nil {
-			return fmt.Errorf("failed reading parameters from request:%w", err)
+		config, ok := c.Locals(middleware.CONTEXT_LOCALS_KEY_MODEL_CONFIG).(*config.BackendConfig)
+		if !ok || config == nil {
+			return fiber.ErrBadRequest
 		}
 
 		log.Debug().Msgf("Parameter Config: %+v", config)
diff --git a/core/http/endpoints/openai/image.go b/core/http/endpoints/openai/image.go
index bd3f0987..e4ff26db 100644
--- a/core/http/endpoints/openai/image.go
+++ b/core/http/endpoints/openai/image.go
@@ -15,6 +15,7 @@ import (
 
 	"github.com/google/uuid"
 	"github.com/mudler/LocalAI/core/config"
+	"github.com/mudler/LocalAI/core/http/middleware"
 	"github.com/mudler/LocalAI/core/schema"
 
 	"github.com/mudler/LocalAI/core/backend"
@@ -66,25 +67,23 @@ func downloadFile(url string) (string, error) {
 // @Router /v1/images/generations [post]
 func ImageEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, appConfig *config.ApplicationConfig) func(c *fiber.Ctx) error {
 	return func(c *fiber.Ctx) error {
-		m, input, err := readRequest(c, cl, ml, appConfig, false)
-		if err != nil {
-			return fmt.Errorf("failed reading parameters from request:%w", err)
+		input, ok := c.Locals(middleware.CONTEXT_LOCALS_KEY_LOCALAI_REQUEST).(*schema.OpenAIRequest)
+		if !ok || input.Model == "" {
+			log.Error().Msg("Image Endpoint - Invalid Input")
+			return fiber.ErrBadRequest
 		}
-
-		if m == "" {
-			m = "stablediffusion"
-		}
-		log.Debug().Msgf("Loading model: %+v", m)
-
-		config, input, err := mergeRequestWithConfig(m, input, cl, ml, appConfig.Debug, 0, 0, false)
-		if err != nil {
-			return fmt.Errorf("failed reading parameters from request:%w", err)
+		
+		config, ok := c.Locals(middleware.CONTEXT_LOCALS_KEY_MODEL_CONFIG).(*config.BackendConfig)
+		if !ok || config == nil {
+			log.Error().Msg("Image Endpoint - Invalid Config")
+			return fiber.ErrBadRequest
 		}
 
 		src := ""
 		if input.File != "" {
 
 			fileData := []byte{}
+			var err error
 			// check if input.File is an URL, if so download it and save it
 			// to a temporary file
 			if strings.HasPrefix(input.File, "http://") || strings.HasPrefix(input.File, "https://") {
diff --git a/core/http/endpoints/openai/inference.go b/core/http/endpoints/openai/inference.go
index f59e3b60..4b84773a 100644
--- a/core/http/endpoints/openai/inference.go
+++ b/core/http/endpoints/openai/inference.go
@@ -37,7 +37,7 @@ func ComputeChoices(
 	}
 
 	// get the model function to call for the result
-	predFunc, err := backend.ModelInference(req.Context, predInput, req.Messages, images, videos, audios, loader, *config, o, tokenCallback)
+	predFunc, err := backend.ModelInference(req.Context, predInput, req.Messages, images, videos, audios, loader, config, o, tokenCallback)
 	if err != nil {
 		return result, backend.TokenUsage{}, err
 	}
diff --git a/core/http/endpoints/openai/transcription.go b/core/http/endpoints/openai/transcription.go
index 4e23f804..b10e06ef 100644
--- a/core/http/endpoints/openai/transcription.go
+++ b/core/http/endpoints/openai/transcription.go
@@ -1,7 +1,6 @@
 package openai
 
 import (
-	"fmt"
 	"io"
 	"net/http"
 	"os"
@@ -10,6 +9,8 @@ import (
 
 	"github.com/mudler/LocalAI/core/backend"
 	"github.com/mudler/LocalAI/core/config"
+	"github.com/mudler/LocalAI/core/http/middleware"
+	"github.com/mudler/LocalAI/core/schema"
 	model "github.com/mudler/LocalAI/pkg/model"
 
 	"github.com/gofiber/fiber/v2"
@@ -25,15 +26,16 @@ import (
 // @Router /v1/audio/transcriptions [post]
 func TranscriptEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, appConfig *config.ApplicationConfig) func(c *fiber.Ctx) error {
 	return func(c *fiber.Ctx) error {
-		m, input, err := readRequest(c, cl, ml, appConfig, false)
-		if err != nil {
-			return fmt.Errorf("failed reading parameters from request:%w", err)
+		input, ok := c.Locals(middleware.CONTEXT_LOCALS_KEY_LOCALAI_REQUEST).(*schema.OpenAIRequest)
+		if !ok || input.Model == "" {
+			return fiber.ErrBadRequest
 		}
 
-		config, input, err := mergeRequestWithConfig(m, input, cl, ml, appConfig.Debug, appConfig.Threads, appConfig.ContextSize, appConfig.F16)
-		if err != nil {
-			return fmt.Errorf("failed reading parameters from request: %w", err)
+		config, ok := c.Locals(middleware.CONTEXT_LOCALS_KEY_MODEL_CONFIG).(*config.BackendConfig)
+		if !ok || config == nil {
+			return fiber.ErrBadRequest
 		}
+
 		// retrieve the file data from the request
 		file, err := c.FormFile("file")
 		if err != nil {
diff --git a/core/http/endpoints/openai/request.go b/core/http/middleware/request.go
similarity index 51%
rename from core/http/endpoints/openai/request.go
rename to core/http/middleware/request.go
index 4eaeec24..ae357e7b 100644
--- a/core/http/endpoints/openai/request.go
+++ b/core/http/middleware/request.go
@@ -1,326 +1,450 @@
-package openai
-
-import (
-	"context"
-	"encoding/json"
-	"fmt"
-	"strconv"
-
-	"github.com/gofiber/fiber/v2"
-	"github.com/google/uuid"
-	"github.com/mudler/LocalAI/core/config"
-	fiberContext "github.com/mudler/LocalAI/core/http/ctx"
-	"github.com/mudler/LocalAI/core/schema"
-	"github.com/mudler/LocalAI/pkg/functions"
-	"github.com/mudler/LocalAI/pkg/model"
-	"github.com/mudler/LocalAI/pkg/templates"
-	"github.com/mudler/LocalAI/pkg/utils"
-	"github.com/rs/zerolog/log"
-)
-
-type correlationIDKeyType string
-
-// CorrelationIDKey to track request across process boundary
-const CorrelationIDKey correlationIDKeyType = "correlationID"
-
-func readRequest(c *fiber.Ctx, cl *config.BackendConfigLoader, ml *model.ModelLoader, o *config.ApplicationConfig, firstModel bool) (string, *schema.OpenAIRequest, error) {
-	input := new(schema.OpenAIRequest)
-
-	// Get input data from the request body
-	if err := c.BodyParser(input); err != nil {
-		return "", nil, fmt.Errorf("failed parsing request body: %w", err)
-	}
-
-	received, _ := json.Marshal(input)
-	// Extract or generate the correlation ID
-	correlationID := c.Get("X-Correlation-ID", uuid.New().String())
-
-	ctx, cancel := context.WithCancel(o.Context)
-	// Add the correlation ID to the new context
-	ctxWithCorrelationID := context.WithValue(ctx, CorrelationIDKey, correlationID)
-
-	input.Context = ctxWithCorrelationID
-	input.Cancel = cancel
-
-	log.Debug().Msgf("Request received: %s", string(received))
-
-	modelFile, err := fiberContext.ModelFromContext(c, cl, ml, input.Model, firstModel)
-
-	return modelFile, input, err
-}
-
-func updateRequestConfig(config *config.BackendConfig, input *schema.OpenAIRequest) {
-	if input.Echo {
-		config.Echo = input.Echo
-	}
-	if input.TopK != nil {
-		config.TopK = input.TopK
-	}
-	if input.TopP != nil {
-		config.TopP = input.TopP
-	}
-
-	if input.Backend != "" {
-		config.Backend = input.Backend
-	}
-
-	if input.ClipSkip != 0 {
-		config.Diffusers.ClipSkip = input.ClipSkip
-	}
-
-	if input.ModelBaseName != "" {
-		config.AutoGPTQ.ModelBaseName = input.ModelBaseName
-	}
-
-	if input.NegativePromptScale != 0 {
-		config.NegativePromptScale = input.NegativePromptScale
-	}
-
-	if input.UseFastTokenizer {
-		config.UseFastTokenizer = input.UseFastTokenizer
-	}
-
-	if input.NegativePrompt != "" {
-		config.NegativePrompt = input.NegativePrompt
-	}
-
-	if input.RopeFreqBase != 0 {
-		config.RopeFreqBase = input.RopeFreqBase
-	}
-
-	if input.RopeFreqScale != 0 {
-		config.RopeFreqScale = input.RopeFreqScale
-	}
-
-	if input.Grammar != "" {
-		config.Grammar = input.Grammar
-	}
-
-	if input.Temperature != nil {
-		config.Temperature = input.Temperature
-	}
-
-	if input.Maxtokens != nil {
-		config.Maxtokens = input.Maxtokens
-	}
-
-	if input.ResponseFormat != nil {
-		switch responseFormat := input.ResponseFormat.(type) {
-		case string:
-			config.ResponseFormat = responseFormat
-		case map[string]interface{}:
-			config.ResponseFormatMap = responseFormat
-		}
-	}
-
-	switch stop := input.Stop.(type) {
-	case string:
-		if stop != "" {
-			config.StopWords = append(config.StopWords, stop)
-		}
-	case []interface{}:
-		for _, pp := range stop {
-			if s, ok := pp.(string); ok {
-				config.StopWords = append(config.StopWords, s)
-			}
-		}
-	}
-
-	if len(input.Tools) > 0 {
-		for _, tool := range input.Tools {
-			input.Functions = append(input.Functions, tool.Function)
-		}
-	}
-
-	if input.ToolsChoice != nil {
-		var toolChoice functions.Tool
-
-		switch content := input.ToolsChoice.(type) {
-		case string:
-			_ = json.Unmarshal([]byte(content), &toolChoice)
-		case map[string]interface{}:
-			dat, _ := json.Marshal(content)
-			_ = json.Unmarshal(dat, &toolChoice)
-		}
-		input.FunctionCall = map[string]interface{}{
-			"name": toolChoice.Function.Name,
-		}
-	}
-
-	// Decode each request's message content
-	imgIndex, vidIndex, audioIndex := 0, 0, 0
-	for i, m := range input.Messages {
-		nrOfImgsInMessage := 0
-		nrOfVideosInMessage := 0
-		nrOfAudiosInMessage := 0
-
-		switch content := m.Content.(type) {
-		case string:
-			input.Messages[i].StringContent = content
-		case []interface{}:
-			dat, _ := json.Marshal(content)
-			c := []schema.Content{}
-			json.Unmarshal(dat, &c)
-
-			textContent := ""
-			// we will template this at the end
-
-		CONTENT:
-			for _, pp := range c {
-				switch pp.Type {
-				case "text":
-					textContent += pp.Text
-					//input.Messages[i].StringContent = pp.Text
-				case "video", "video_url":
-					// Decode content as base64 either if it's an URL or base64 text
-					base64, err := utils.GetContentURIAsBase64(pp.VideoURL.URL)
-					if err != nil {
-						log.Error().Msgf("Failed encoding video: %s", err)
-						continue CONTENT
-					}
-					input.Messages[i].StringVideos = append(input.Messages[i].StringVideos, base64) // TODO: make sure that we only return base64 stuff
-					vidIndex++
-					nrOfVideosInMessage++
-				case "audio_url", "audio":
-					// Decode content as base64 either if it's an URL or base64 text
-					base64, err := utils.GetContentURIAsBase64(pp.AudioURL.URL)
-					if err != nil {
-						log.Error().Msgf("Failed encoding image: %s", err)
-						continue CONTENT
-					}
-					input.Messages[i].StringAudios = append(input.Messages[i].StringAudios, base64) // TODO: make sure that we only return base64 stuff
-					audioIndex++
-					nrOfAudiosInMessage++
-				case "image_url", "image":
-					// Decode content as base64 either if it's an URL or base64 text
-					base64, err := utils.GetContentURIAsBase64(pp.ImageURL.URL)
-					if err != nil {
-						log.Error().Msgf("Failed encoding image: %s", err)
-						continue CONTENT
-					}
-
-					input.Messages[i].StringImages = append(input.Messages[i].StringImages, base64) // TODO: make sure that we only return base64 stuff
-
-					imgIndex++
-					nrOfImgsInMessage++
-				}
-			}
-
-			input.Messages[i].StringContent, _ = templates.TemplateMultiModal(config.TemplateConfig.Multimodal, templates.MultiModalOptions{
-				TotalImages:     imgIndex,
-				TotalVideos:     vidIndex,
-				TotalAudios:     audioIndex,
-				ImagesInMessage: nrOfImgsInMessage,
-				VideosInMessage: nrOfVideosInMessage,
-				AudiosInMessage: nrOfAudiosInMessage,
-			}, textContent)
-		}
-	}
-
-	if input.RepeatPenalty != 0 {
-		config.RepeatPenalty = input.RepeatPenalty
-	}
-
-	if input.FrequencyPenalty != 0 {
-		config.FrequencyPenalty = input.FrequencyPenalty
-	}
-
-	if input.PresencePenalty != 0 {
-		config.PresencePenalty = input.PresencePenalty
-	}
-
-	if input.Keep != 0 {
-		config.Keep = input.Keep
-	}
-
-	if input.Batch != 0 {
-		config.Batch = input.Batch
-	}
-
-	if input.IgnoreEOS {
-		config.IgnoreEOS = input.IgnoreEOS
-	}
-
-	if input.Seed != nil {
-		config.Seed = input.Seed
-	}
-
-	if input.TypicalP != nil {
-		config.TypicalP = input.TypicalP
-	}
-
-	switch inputs := input.Input.(type) {
-	case string:
-		if inputs != "" {
-			config.InputStrings = append(config.InputStrings, inputs)
-		}
-	case []interface{}:
-		for _, pp := range inputs {
-			switch i := pp.(type) {
-			case string:
-				config.InputStrings = append(config.InputStrings, i)
-			case []interface{}:
-				tokens := []int{}
-				for _, ii := range i {
-					tokens = append(tokens, int(ii.(float64)))
-				}
-				config.InputToken = append(config.InputToken, tokens)
-			}
-		}
-	}
-
-	// Can be either a string or an object
-	switch fnc := input.FunctionCall.(type) {
-	case string:
-		if fnc != "" {
-			config.SetFunctionCallString(fnc)
-		}
-	case map[string]interface{}:
-		var name string
-		n, exists := fnc["name"]
-		if exists {
-			nn, e := n.(string)
-			if e {
-				name = nn
-			}
-		}
-		config.SetFunctionCallNameString(name)
-	}
-
-	switch p := input.Prompt.(type) {
-	case string:
-		config.PromptStrings = append(config.PromptStrings, p)
-	case []interface{}:
-		for _, pp := range p {
-			if s, ok := pp.(string); ok {
-				config.PromptStrings = append(config.PromptStrings, s)
-			}
-		}
-	}
-
-	// If a quality was defined as number, convert it to step
-	if input.Quality != "" {
-		q, err := strconv.Atoi(input.Quality)
-		if err == nil {
-			config.Step = q
-		}
-	}
-}
-
-func mergeRequestWithConfig(modelFile string, input *schema.OpenAIRequest, cm *config.BackendConfigLoader, loader *model.ModelLoader, debug bool, threads, ctx int, f16 bool) (*config.BackendConfig, *schema.OpenAIRequest, error) {
-	cfg, err := cm.LoadBackendConfigFileByName(modelFile, loader.ModelPath,
-		config.LoadOptionDebug(debug),
-		config.LoadOptionThreads(threads),
-		config.LoadOptionContextSize(ctx),
-		config.LoadOptionF16(f16),
-	)
-
-	// Set the parameters for the language model prediction
-	updateRequestConfig(cfg, input)
-
-	if !cfg.Validate() {
-		return nil, nil, fmt.Errorf("failed to validate config")
-	}
-
-	return cfg, input, err
-}
+package middleware
+
+import (
+	"context"
+	"encoding/json"
+	"fmt"
+	"strconv"
+	"strings"
+
+	"github.com/google/uuid"
+	"github.com/mudler/LocalAI/core/config"
+	"github.com/mudler/LocalAI/core/schema"
+	"github.com/mudler/LocalAI/core/services"
+	"github.com/mudler/LocalAI/pkg/functions"
+	"github.com/mudler/LocalAI/pkg/model"
+	"github.com/mudler/LocalAI/pkg/templates"
+	"github.com/mudler/LocalAI/pkg/utils"
+
+	"github.com/gofiber/fiber/v2"
+	"github.com/rs/zerolog/log"
+)
+
+type correlationIDKeyType string
+
+// CorrelationIDKey to track request across process boundary
+const CorrelationIDKey correlationIDKeyType = "correlationID"
+
+type RequestExtractor struct {
+	backendConfigLoader *config.BackendConfigLoader
+	modelLoader         *model.ModelLoader
+	applicationConfig   *config.ApplicationConfig
+}
+
+func NewRequestExtractor(backendConfigLoader *config.BackendConfigLoader, modelLoader *model.ModelLoader, applicationConfig *config.ApplicationConfig) *RequestExtractor {
+	return &RequestExtractor{
+		backendConfigLoader: backendConfigLoader,
+		modelLoader:         modelLoader,
+		applicationConfig:   applicationConfig,
+	}
+}
+
+const CONTEXT_LOCALS_KEY_MODEL_NAME = "MODEL_NAME"
+const CONTEXT_LOCALS_KEY_LOCALAI_REQUEST = "LOCALAI_REQUEST"
+const CONTEXT_LOCALS_KEY_MODEL_CONFIG = "MODEL_CONFIG"
+
+// TODO: Refactor to not return error if unchanged
+func (re *RequestExtractor) setModelNameFromRequest(ctx *fiber.Ctx) {
+	model, ok := ctx.Locals(CONTEXT_LOCALS_KEY_MODEL_NAME).(string)
+	if ok && model != "" {
+		return
+	}
+	model = ctx.Params("model")
+
+	if (model == "") && ctx.Query("model") != "" {
+		model = ctx.Query("model")
+	}
+
+	if model == "" {
+		// Set model from bearer token, if available
+		bearer := strings.TrimLeft(ctx.Get("authorization"), "Bear ") // "Bearer " => "Bear" to please go-staticcheck. It looks dumb but we might as well take free performance on something called for nearly every request.
+		if bearer != "" {
+			exists, err := services.CheckIfModelExists(re.backendConfigLoader, re.modelLoader, bearer, services.ALWAYS_INCLUDE)
+			if err == nil && exists {
+				model = bearer
+			}
+		}
+	}
+
+	ctx.Locals(CONTEXT_LOCALS_KEY_MODEL_NAME, model)
+}
+
+func (re *RequestExtractor) BuildConstantDefaultModelNameMiddleware(defaultModelName string) fiber.Handler {
+	return func(ctx *fiber.Ctx) error {
+		re.setModelNameFromRequest(ctx)
+		localModelName, ok := ctx.Locals(CONTEXT_LOCALS_KEY_MODEL_NAME).(string)
+		if !ok || localModelName == "" {
+			ctx.Locals(CONTEXT_LOCALS_KEY_MODEL_NAME, defaultModelName)
+			log.Debug().Str("defaultModelName", defaultModelName).Msg("context local model name not found, setting to default")
+		}
+		return ctx.Next()
+	}
+}
+
+func (re *RequestExtractor) BuildFilteredFirstAvailableDefaultModel(filterFn config.BackendConfigFilterFn) fiber.Handler {
+	return func(ctx *fiber.Ctx) error {
+		re.setModelNameFromRequest(ctx)
+		localModelName := ctx.Locals(CONTEXT_LOCALS_KEY_MODEL_NAME).(string)
+		if localModelName != "" { // Don't overwrite existing values
+			return ctx.Next()
+		}
+
+		modelNames, err := services.ListModels(re.backendConfigLoader, re.modelLoader, filterFn, services.SKIP_IF_CONFIGURED)
+		if err != nil {
+			log.Error().Err(err).Msg("non-fatal error calling ListModels during SetDefaultModelNameToFirstAvailable()")
+			return ctx.Next()
+		}
+
+		if len(modelNames) == 0 {
+			log.Warn().Msg("SetDefaultModelNameToFirstAvailable used with no matching models installed")
+			// This is non-fatal - making it so was breaking the case of direct installation of raw models
+			// return errors.New("this endpoint requires at least one model to be installed")
+			return ctx.Next()
+		}
+
+		ctx.Locals(CONTEXT_LOCALS_KEY_MODEL_NAME, modelNames[0])
+		log.Debug().Str("first model name", modelNames[0]).Msg("context local model name not found, setting to the first model")
+		return ctx.Next()
+	}
+}
+
+// TODO: If context and cancel above belong on all methods, move that part of above into here!
+// Otherwise, it's in its own method below for now
+func (re *RequestExtractor) SetModelAndConfig(initializer func() schema.LocalAIRequest) fiber.Handler {
+	return func(ctx *fiber.Ctx) error {
+		input := initializer()
+		if input == nil {
+			return fmt.Errorf("unable to initialize body")
+		}
+		if err := ctx.BodyParser(input); err != nil {
+			return fmt.Errorf("failed parsing request body: %w", err)
+		}
+
+		// If this request doesn't have an associated model name, fetch it from earlier in the middleware chain
+		if input.ModelName(nil) == "" {
+			localModelName, ok := ctx.Locals(CONTEXT_LOCALS_KEY_MODEL_NAME).(string)
+			if ok && localModelName != "" {
+				log.Debug().Str("context localModelName", localModelName).Msg("overriding empty model name in request body with value found earlier in middleware chain")
+				input.ModelName(&localModelName)
+			}
+		}
+
+		cfg, err := re.backendConfigLoader.LoadBackendConfigFileByNameDefaultOptions(input.ModelName(nil), re.applicationConfig)
+
+		if err != nil {
+			log.Err(err)
+			log.Warn().Msgf("Model Configuration File not found for %q", input.ModelName(nil))
+		} else if cfg.Model == "" && input.ModelName(nil) != "" {
+			log.Debug().Str("input.ModelName", input.ModelName(nil)).Msg("config does not include model, using input")
+			cfg.Model = input.ModelName(nil)
+		}
+
+		ctx.Locals(CONTEXT_LOCALS_KEY_LOCALAI_REQUEST, input)
+		ctx.Locals(CONTEXT_LOCALS_KEY_MODEL_CONFIG, cfg)
+
+		return ctx.Next()
+	}
+}
+
+func (re *RequestExtractor) SetOpenAIRequest(ctx *fiber.Ctx) error {
+	input, ok := ctx.Locals(CONTEXT_LOCALS_KEY_LOCALAI_REQUEST).(*schema.OpenAIRequest)
+	if !ok || input.Model == "" {
+		return fiber.ErrBadRequest
+	}
+
+	cfg, ok := ctx.Locals(CONTEXT_LOCALS_KEY_MODEL_CONFIG).(*config.BackendConfig)
+	if !ok || cfg == nil {
+		return fiber.ErrBadRequest
+	}
+
+	// Extract or generate the correlation ID
+	correlationID := ctx.Get("X-Correlation-ID", uuid.New().String())
+	ctx.Set("X-Correlation-ID", correlationID)
+
+	c1, cancel := context.WithCancel(re.applicationConfig.Context)
+	// Add the correlation ID to the new context
+	ctxWithCorrelationID := context.WithValue(c1, CorrelationIDKey, correlationID)
+
+	input.Context = ctxWithCorrelationID
+	input.Cancel = cancel
+
+	err := mergeOpenAIRequestAndBackendConfig(cfg, input)
+	if err != nil {
+		return err
+	}
+
+	if cfg.Model == "" {
+		log.Debug().Str("input.Model", input.Model).Msg("replacing empty cfg.Model with input value")
+		cfg.Model = input.Model
+	}
+
+	ctx.Locals(CONTEXT_LOCALS_KEY_LOCALAI_REQUEST, input)
+	ctx.Locals(CONTEXT_LOCALS_KEY_MODEL_CONFIG, cfg)
+
+	return ctx.Next()
+}
+
+func mergeOpenAIRequestAndBackendConfig(config *config.BackendConfig, input *schema.OpenAIRequest) error {
+	if input.Echo {
+		config.Echo = input.Echo
+	}
+	if input.TopK != nil {
+		config.TopK = input.TopK
+	}
+	if input.TopP != nil {
+		config.TopP = input.TopP
+	}
+
+	if input.Backend != "" {
+		config.Backend = input.Backend
+	}
+
+	if input.ClipSkip != 0 {
+		config.Diffusers.ClipSkip = input.ClipSkip
+	}
+
+	if input.ModelBaseName != "" {
+		config.AutoGPTQ.ModelBaseName = input.ModelBaseName
+	}
+
+	if input.NegativePromptScale != 0 {
+		config.NegativePromptScale = input.NegativePromptScale
+	}
+
+	if input.UseFastTokenizer {
+		config.UseFastTokenizer = input.UseFastTokenizer
+	}
+
+	if input.NegativePrompt != "" {
+		config.NegativePrompt = input.NegativePrompt
+	}
+
+	if input.RopeFreqBase != 0 {
+		config.RopeFreqBase = input.RopeFreqBase
+	}
+
+	if input.RopeFreqScale != 0 {
+		config.RopeFreqScale = input.RopeFreqScale
+	}
+
+	if input.Grammar != "" {
+		config.Grammar = input.Grammar
+	}
+
+	if input.Temperature != nil {
+		config.Temperature = input.Temperature
+	}
+
+	if input.Maxtokens != nil {
+		config.Maxtokens = input.Maxtokens
+	}
+
+	if input.ResponseFormat != nil {
+		switch responseFormat := input.ResponseFormat.(type) {
+		case string:
+			config.ResponseFormat = responseFormat
+		case map[string]interface{}:
+			config.ResponseFormatMap = responseFormat
+		}
+	}
+
+	switch stop := input.Stop.(type) {
+	case string:
+		if stop != "" {
+			config.StopWords = append(config.StopWords, stop)
+		}
+	case []interface{}:
+		for _, pp := range stop {
+			if s, ok := pp.(string); ok {
+				config.StopWords = append(config.StopWords, s)
+			}
+		}
+	}
+
+	if len(input.Tools) > 0 {
+		for _, tool := range input.Tools {
+			input.Functions = append(input.Functions, tool.Function)
+		}
+	}
+
+	if input.ToolsChoice != nil {
+		var toolChoice functions.Tool
+
+		switch content := input.ToolsChoice.(type) {
+		case string:
+			_ = json.Unmarshal([]byte(content), &toolChoice)
+		case map[string]interface{}:
+			dat, _ := json.Marshal(content)
+			_ = json.Unmarshal(dat, &toolChoice)
+		}
+		input.FunctionCall = map[string]interface{}{
+			"name": toolChoice.Function.Name,
+		}
+	}
+
+	// Decode each request's message content
+	imgIndex, vidIndex, audioIndex := 0, 0, 0
+	for i, m := range input.Messages {
+		nrOfImgsInMessage := 0
+		nrOfVideosInMessage := 0
+		nrOfAudiosInMessage := 0
+
+		switch content := m.Content.(type) {
+		case string:
+			input.Messages[i].StringContent = content
+		case []interface{}:
+			dat, _ := json.Marshal(content)
+			c := []schema.Content{}
+			json.Unmarshal(dat, &c)
+
+			textContent := ""
+			// we will template this at the end
+
+		CONTENT:
+			for _, pp := range c {
+				switch pp.Type {
+				case "text":
+					textContent += pp.Text
+					//input.Messages[i].StringContent = pp.Text
+				case "video", "video_url":
+					// Decode content as base64 either if it's an URL or base64 text
+					base64, err := utils.GetContentURIAsBase64(pp.VideoURL.URL)
+					if err != nil {
+						log.Error().Msgf("Failed encoding video: %s", err)
+						continue CONTENT
+					}
+					input.Messages[i].StringVideos = append(input.Messages[i].StringVideos, base64) // TODO: make sure that we only return base64 stuff
+					vidIndex++
+					nrOfVideosInMessage++
+				case "audio_url", "audio":
+					// Decode content as base64 either if it's an URL or base64 text
+					base64, err := utils.GetContentURIAsBase64(pp.AudioURL.URL)
+					if err != nil {
+						log.Error().Msgf("Failed encoding image: %s", err)
+						continue CONTENT
+					}
+					input.Messages[i].StringAudios = append(input.Messages[i].StringAudios, base64) // TODO: make sure that we only return base64 stuff
+					audioIndex++
+					nrOfAudiosInMessage++
+				case "image_url", "image":
+					// Decode content as base64 either if it's an URL or base64 text
+					base64, err := utils.GetContentURIAsBase64(pp.ImageURL.URL)
+					if err != nil {
+						log.Error().Msgf("Failed encoding image: %s", err)
+						continue CONTENT
+					}
+
+					input.Messages[i].StringImages = append(input.Messages[i].StringImages, base64) // TODO: make sure that we only return base64 stuff
+
+					imgIndex++
+					nrOfImgsInMessage++
+				}
+			}
+
+			input.Messages[i].StringContent, _ = templates.TemplateMultiModal(config.TemplateConfig.Multimodal, templates.MultiModalOptions{
+				TotalImages:     imgIndex,
+				TotalVideos:     vidIndex,
+				TotalAudios:     audioIndex,
+				ImagesInMessage: nrOfImgsInMessage,
+				VideosInMessage: nrOfVideosInMessage,
+				AudiosInMessage: nrOfAudiosInMessage,
+			}, textContent)
+		}
+	}
+
+	if input.RepeatPenalty != 0 {
+		config.RepeatPenalty = input.RepeatPenalty
+	}
+
+	if input.FrequencyPenalty != 0 {
+		config.FrequencyPenalty = input.FrequencyPenalty
+	}
+
+	if input.PresencePenalty != 0 {
+		config.PresencePenalty = input.PresencePenalty
+	}
+
+	if input.Keep != 0 {
+		config.Keep = input.Keep
+	}
+
+	if input.Batch != 0 {
+		config.Batch = input.Batch
+	}
+
+	if input.IgnoreEOS {
+		config.IgnoreEOS = input.IgnoreEOS
+	}
+
+	if input.Seed != nil {
+		config.Seed = input.Seed
+	}
+
+	if input.TypicalP != nil {
+		config.TypicalP = input.TypicalP
+	}
+
+	log.Debug().Str("input.Input", fmt.Sprintf("%+v", input.Input))
+
+	switch inputs := input.Input.(type) {
+	case string:
+		if inputs != "" {
+			config.InputStrings = append(config.InputStrings, inputs)
+		}
+	case []interface{}:
+		for _, pp := range inputs {
+			switch i := pp.(type) {
+			case string:
+				config.InputStrings = append(config.InputStrings, i)
+			case []interface{}:
+				tokens := []int{}
+				for _, ii := range i {
+					tokens = append(tokens, int(ii.(float64)))
+				}
+				config.InputToken = append(config.InputToken, tokens)
+			}
+		}
+	}
+
+	// Can be either a string or an object
+	switch fnc := input.FunctionCall.(type) {
+	case string:
+		if fnc != "" {
+			config.SetFunctionCallString(fnc)
+		}
+	case map[string]interface{}:
+		var name string
+		n, exists := fnc["name"]
+		if exists {
+			nn, e := n.(string)
+			if e {
+				name = nn
+			}
+		}
+		config.SetFunctionCallNameString(name)
+	}
+
+	switch p := input.Prompt.(type) {
+	case string:
+		config.PromptStrings = append(config.PromptStrings, p)
+	case []interface{}:
+		for _, pp := range p {
+			if s, ok := pp.(string); ok {
+				config.PromptStrings = append(config.PromptStrings, s)
+			}
+		}
+	}
+
+	// If a quality was defined as number, convert it to step
+	if input.Quality != "" {
+		q, err := strconv.Atoi(input.Quality)
+		if err == nil {
+			config.Step = q
+		}
+	}
+
+	if config.Validate() {
+		return nil
+	}
+	return fmt.Errorf("unable to validate configuration after merging")
+}
diff --git a/core/http/routes/elevenlabs.go b/core/http/routes/elevenlabs.go
index 73387c7b..9e735bb1 100644
--- a/core/http/routes/elevenlabs.go
+++ b/core/http/routes/elevenlabs.go
@@ -4,17 +4,26 @@ import (
 	"github.com/gofiber/fiber/v2"
 	"github.com/mudler/LocalAI/core/config"
 	"github.com/mudler/LocalAI/core/http/endpoints/elevenlabs"
+	"github.com/mudler/LocalAI/core/http/middleware"
+	"github.com/mudler/LocalAI/core/schema"
 	"github.com/mudler/LocalAI/pkg/model"
 )
 
 func RegisterElevenLabsRoutes(app *fiber.App,
+	re *middleware.RequestExtractor,
 	cl *config.BackendConfigLoader,
 	ml *model.ModelLoader,
 	appConfig *config.ApplicationConfig) {
 
 	// Elevenlabs
-	app.Post("/v1/text-to-speech/:voice-id", elevenlabs.TTSEndpoint(cl, ml, appConfig))
+	app.Post("/v1/text-to-speech/:voice-id",
+		re.BuildFilteredFirstAvailableDefaultModel(config.BuildUsecaseFilterFn(config.FLAG_TTS)),
+		re.SetModelAndConfig(func() schema.LocalAIRequest { return new(schema.ElevenLabsTTSRequest) }),
+		elevenlabs.TTSEndpoint(cl, ml, appConfig))
 
-	app.Post("/v1/sound-generation", elevenlabs.SoundGenerationEndpoint(cl, ml, appConfig))
+	app.Post("/v1/sound-generation",
+		re.BuildFilteredFirstAvailableDefaultModel(config.BuildUsecaseFilterFn(config.FLAG_SOUND_GENERATION)),
+		re.SetModelAndConfig(func() schema.LocalAIRequest { return new(schema.ElevenLabsSoundGenerationRequest) }),
+		elevenlabs.SoundGenerationEndpoint(cl, ml, appConfig))
 
 }
diff --git a/core/http/routes/jina.go b/core/http/routes/jina.go
index 93125e6c..1f7a1a7c 100644
--- a/core/http/routes/jina.go
+++ b/core/http/routes/jina.go
@@ -3,16 +3,22 @@ package routes
 import (
 	"github.com/mudler/LocalAI/core/config"
 	"github.com/mudler/LocalAI/core/http/endpoints/jina"
+	"github.com/mudler/LocalAI/core/http/middleware"
+	"github.com/mudler/LocalAI/core/schema"
 
 	"github.com/gofiber/fiber/v2"
 	"github.com/mudler/LocalAI/pkg/model"
 )
 
 func RegisterJINARoutes(app *fiber.App,
+	re *middleware.RequestExtractor,
 	cl *config.BackendConfigLoader,
 	ml *model.ModelLoader,
 	appConfig *config.ApplicationConfig) {
 
 	// POST endpoint to mimic the reranking
-	app.Post("/v1/rerank", jina.JINARerankEndpoint(cl, ml, appConfig))
+	app.Post("/v1/rerank",
+		re.BuildFilteredFirstAvailableDefaultModel(config.BuildUsecaseFilterFn(config.FLAG_RERANK)),
+		re.SetModelAndConfig(func() schema.LocalAIRequest { return new(schema.JINARerankRequest) }),
+		jina.JINARerankEndpoint(cl, ml, appConfig))
 }
diff --git a/core/http/routes/localai.go b/core/http/routes/localai.go
index 2ea9896a..20c571fd 100644
--- a/core/http/routes/localai.go
+++ b/core/http/routes/localai.go
@@ -5,13 +5,16 @@ import (
 	"github.com/gofiber/swagger"
 	"github.com/mudler/LocalAI/core/config"
 	"github.com/mudler/LocalAI/core/http/endpoints/localai"
+	"github.com/mudler/LocalAI/core/http/middleware"
 	"github.com/mudler/LocalAI/core/p2p"
+	"github.com/mudler/LocalAI/core/schema"
 	"github.com/mudler/LocalAI/core/services"
 	"github.com/mudler/LocalAI/internal"
 	"github.com/mudler/LocalAI/pkg/model"
 )
 
 func RegisterLocalAIRoutes(router *fiber.App,
+	requestExtractor *middleware.RequestExtractor,
 	cl *config.BackendConfigLoader,
 	ml *model.ModelLoader,
 	appConfig *config.ApplicationConfig,
@@ -33,8 +36,18 @@ func RegisterLocalAIRoutes(router *fiber.App,
 		router.Get("/models/jobs", modelGalleryEndpointService.GetAllStatusEndpoint())
 	}
 
-	router.Post("/tts", localai.TTSEndpoint(cl, ml, appConfig))
-	router.Post("/vad", localai.VADEndpoint(cl, ml, appConfig))
+	router.Post("/tts",
+		requestExtractor.BuildFilteredFirstAvailableDefaultModel(config.BuildUsecaseFilterFn(config.FLAG_TTS)),
+		requestExtractor.SetModelAndConfig(func() schema.LocalAIRequest { return new(schema.TTSRequest) }),
+		localai.TTSEndpoint(cl, ml, appConfig))
+
+	vadChain := []fiber.Handler{
+		requestExtractor.BuildFilteredFirstAvailableDefaultModel(config.BuildUsecaseFilterFn(config.FLAG_VAD)),
+		requestExtractor.SetModelAndConfig(func() schema.LocalAIRequest { return new(schema.VADRequest) }),
+		localai.VADEndpoint(cl, ml, appConfig),
+	}
+	router.Post("/vad", vadChain...)
+	router.Post("/v1/vad", vadChain...)
 
 	// Stores
 	sl := model.NewModelLoader("")
@@ -47,10 +60,14 @@ func RegisterLocalAIRoutes(router *fiber.App,
 		router.Get("/metrics", localai.LocalAIMetricsEndpoint())
 	}
 
-	// Experimental Backend Statistics Module
+	// Backend Statistics Module
+	// TODO: Should these use standard middlewares? Refactor later, they are extremely simple.
 	backendMonitorService := services.NewBackendMonitorService(ml, cl, appConfig) // Split out for now
 	router.Get("/backend/monitor", localai.BackendMonitorEndpoint(backendMonitorService))
 	router.Post("/backend/shutdown", localai.BackendShutdownEndpoint(backendMonitorService))
+	// The v1/* urls are exactly the same as above - makes local e2e testing easier if they are registered.
+	router.Get("/v1/backend/monitor", localai.BackendMonitorEndpoint(backendMonitorService))
+	router.Post("/v1/backend/shutdown", localai.BackendShutdownEndpoint(backendMonitorService))
 
 	// p2p
 	if p2p.IsP2PEnabled() {
@@ -67,6 +84,9 @@ func RegisterLocalAIRoutes(router *fiber.App,
 	router.Get("/system", localai.SystemInformations(ml, appConfig))
 
 	// misc
-	router.Post("/v1/tokenize", localai.TokenizeEndpoint(cl, ml, appConfig))
+	router.Post("/v1/tokenize",
+		requestExtractor.BuildFilteredFirstAvailableDefaultModel(config.BuildUsecaseFilterFn(config.FLAG_TOKENIZE)),
+		requestExtractor.SetModelAndConfig(func() schema.LocalAIRequest { return new(schema.TokenizeRequest) }),
+		localai.TokenizeEndpoint(cl, ml, appConfig))
 
 }
diff --git a/core/http/routes/openai.go b/core/http/routes/openai.go
index a48ced65..548eeb2b 100644
--- a/core/http/routes/openai.go
+++ b/core/http/routes/openai.go
@@ -3,51 +3,50 @@ package routes
 import (
 	"github.com/gofiber/fiber/v2"
 	"github.com/mudler/LocalAI/core/application"
+	"github.com/mudler/LocalAI/core/config"
 	"github.com/mudler/LocalAI/core/http/endpoints/localai"
 	"github.com/mudler/LocalAI/core/http/endpoints/openai"
+	"github.com/mudler/LocalAI/core/http/middleware"
+	"github.com/mudler/LocalAI/core/schema"
 )
 
 func RegisterOpenAIRoutes(app *fiber.App,
+	re *middleware.RequestExtractor,
 	application *application.Application) {
 	// openAI compatible API endpoint
 
 	// chat
-	app.Post("/v1/chat/completions",
-		openai.ChatEndpoint(
-			application.BackendLoader(),
-			application.ModelLoader(),
-			application.TemplatesEvaluator(),
-			application.ApplicationConfig(),
-		),
-	)
-
-	app.Post("/chat/completions",
-		openai.ChatEndpoint(
-			application.BackendLoader(),
-			application.ModelLoader(),
-			application.TemplatesEvaluator(),
-			application.ApplicationConfig(),
-		),
-	)
+	chatChain := []fiber.Handler{
+		re.BuildFilteredFirstAvailableDefaultModel(config.BuildUsecaseFilterFn(config.FLAG_CHAT)),
+		re.SetModelAndConfig(func() schema.LocalAIRequest { return new(schema.OpenAIRequest) }),
+		re.SetOpenAIRequest,
+		openai.ChatEndpoint(application.BackendLoader(), application.ModelLoader(), application.TemplatesEvaluator(), application.ApplicationConfig()),
+	}
+	app.Post("/v1/chat/completions", chatChain...)
+	app.Post("/chat/completions", chatChain...)
 
 	// edit
-	app.Post("/v1/edits",
-		openai.EditEndpoint(
-			application.BackendLoader(),
-			application.ModelLoader(),
-			application.TemplatesEvaluator(),
-			application.ApplicationConfig(),
-		),
-	)
+	editChain := []fiber.Handler{
+		re.BuildFilteredFirstAvailableDefaultModel(config.BuildUsecaseFilterFn(config.FLAG_EDIT)),
+		re.BuildConstantDefaultModelNameMiddleware("gpt-4o"),
+		re.SetModelAndConfig(func() schema.LocalAIRequest { return new(schema.OpenAIRequest) }),
+		re.SetOpenAIRequest,
+		openai.EditEndpoint(application.BackendLoader(), application.ModelLoader(), application.TemplatesEvaluator(), application.ApplicationConfig()),
+	}
+	app.Post("/v1/edits", editChain...)
+	app.Post("/edits", editChain...)
 
-	app.Post("/edits",
-		openai.EditEndpoint(
-			application.BackendLoader(),
-			application.ModelLoader(),
-			application.TemplatesEvaluator(),
-			application.ApplicationConfig(),
-		),
-	)
+	// completion
+	completionChain := []fiber.Handler{
+		re.BuildFilteredFirstAvailableDefaultModel(config.BuildUsecaseFilterFn(config.FLAG_COMPLETION)),
+		re.BuildConstantDefaultModelNameMiddleware("gpt-4o"),
+		re.SetModelAndConfig(func() schema.LocalAIRequest { return new(schema.OpenAIRequest) }),
+		re.SetOpenAIRequest,
+		openai.CompletionEndpoint(application.BackendLoader(), application.ModelLoader(), application.TemplatesEvaluator(), application.ApplicationConfig()),
+	}
+	app.Post("/v1/completions", completionChain...)
+	app.Post("/completions", completionChain...)
+	app.Post("/v1/engines/:model/completions", completionChain...)
 
 	// assistant
 	app.Get("/v1/assistants", openai.ListAssistantsEndpoint(application.BackendLoader(), application.ModelLoader(), application.ApplicationConfig()))
@@ -81,45 +80,37 @@ func RegisterOpenAIRoutes(app *fiber.App,
 	app.Get("/v1/files/:file_id/content", openai.GetFilesContentsEndpoint(application.BackendLoader(), application.ApplicationConfig()))
 	app.Get("/files/:file_id/content", openai.GetFilesContentsEndpoint(application.BackendLoader(), application.ApplicationConfig()))
 
-	// completion
-	app.Post("/v1/completions",
-		openai.CompletionEndpoint(
-			application.BackendLoader(),
-			application.ModelLoader(),
-			application.TemplatesEvaluator(),
-			application.ApplicationConfig(),
-		),
-	)
-
-	app.Post("/completions",
-		openai.CompletionEndpoint(
-			application.BackendLoader(),
-			application.ModelLoader(),
-			application.TemplatesEvaluator(),
-			application.ApplicationConfig(),
-		),
-	)
-
-	app.Post("/v1/engines/:model/completions",
-		openai.CompletionEndpoint(
-			application.BackendLoader(),
-			application.ModelLoader(),
-			application.TemplatesEvaluator(),
-			application.ApplicationConfig(),
-		),
-	)
-
 	// embeddings
-	app.Post("/v1/embeddings", openai.EmbeddingsEndpoint(application.BackendLoader(), application.ModelLoader(), application.ApplicationConfig()))
-	app.Post("/embeddings", openai.EmbeddingsEndpoint(application.BackendLoader(), application.ModelLoader(), application.ApplicationConfig()))
-	app.Post("/v1/engines/:model/embeddings", openai.EmbeddingsEndpoint(application.BackendLoader(), application.ModelLoader(), application.ApplicationConfig()))
+	embeddingChain := []fiber.Handler{
+		re.BuildFilteredFirstAvailableDefaultModel(config.BuildUsecaseFilterFn(config.FLAG_EMBEDDINGS)),
+		re.BuildConstantDefaultModelNameMiddleware("gpt-4o"),
+		re.SetModelAndConfig(func() schema.LocalAIRequest { return new(schema.OpenAIRequest) }),
+		re.SetOpenAIRequest,
+		openai.EmbeddingsEndpoint(application.BackendLoader(), application.ModelLoader(), application.ApplicationConfig()),
+	}
+	app.Post("/v1/embeddings", embeddingChain...)
+	app.Post("/embeddings", embeddingChain...)
+	app.Post("/v1/engines/:model/embeddings", embeddingChain...)
 
 	// audio
-	app.Post("/v1/audio/transcriptions", openai.TranscriptEndpoint(application.BackendLoader(), application.ModelLoader(), application.ApplicationConfig()))
-	app.Post("/v1/audio/speech", localai.TTSEndpoint(application.BackendLoader(), application.ModelLoader(), application.ApplicationConfig()))
+	app.Post("/v1/audio/transcriptions",
+		re.BuildFilteredFirstAvailableDefaultModel(config.BuildUsecaseFilterFn(config.FLAG_TRANSCRIPT)),
+		re.SetModelAndConfig(func() schema.LocalAIRequest { return new(schema.OpenAIRequest) }),
+		re.SetOpenAIRequest,
+		openai.TranscriptEndpoint(application.BackendLoader(), application.ModelLoader(), application.ApplicationConfig()),
+	)
+
+	app.Post("/v1/audio/speech",
+		re.BuildFilteredFirstAvailableDefaultModel(config.BuildUsecaseFilterFn(config.FLAG_TTS)),
+		re.SetModelAndConfig(func() schema.LocalAIRequest { return new(schema.TTSRequest) }),
+		localai.TTSEndpoint(application.BackendLoader(), application.ModelLoader(), application.ApplicationConfig()))
 
 	// images
-	app.Post("/v1/images/generations", openai.ImageEndpoint(application.BackendLoader(), application.ModelLoader(), application.ApplicationConfig()))
+	app.Post("/v1/images/generations",
+		re.BuildConstantDefaultModelNameMiddleware("stablediffusion"),
+		re.SetModelAndConfig(func() schema.LocalAIRequest { return new(schema.OpenAIRequest) }),
+		re.SetOpenAIRequest,
+		openai.ImageEndpoint(application.BackendLoader(), application.ModelLoader(), application.ApplicationConfig()))
 
 	if application.ApplicationConfig().ImageDir != "" {
 		app.Static("/generated-images", application.ApplicationConfig().ImageDir)
diff --git a/core/schema/elevenlabs.go b/core/schema/elevenlabs.go
index 119e0a58..df8a8d7c 100644
--- a/core/schema/elevenlabs.go
+++ b/core/schema/elevenlabs.go
@@ -1,8 +1,9 @@
 package schema
 
 type ElevenLabsTTSRequest struct {
-	Text    string `json:"text" yaml:"text"`
-	ModelID string `json:"model_id" yaml:"model_id"`
+	Text         string `json:"text" yaml:"text"`
+	ModelID      string `json:"model_id" yaml:"model_id"`
+	LanguageCode string `json:"language_code" yaml:"language_code"`
 }
 
 type ElevenLabsSoundGenerationRequest struct {
@@ -12,3 +13,17 @@ type ElevenLabsSoundGenerationRequest struct {
 	Temperature *float32 `json:"prompt_influence,omitempty" yaml:"prompt_influence,omitempty"`
 	DoSample    *bool    `json:"do_sample,omitempty" yaml:"do_sample,omitempty"`
 }
+
+func (elttsr *ElevenLabsTTSRequest) ModelName(s *string) string {
+	if s != nil {
+		elttsr.ModelID = *s
+	}
+	return elttsr.ModelID
+}
+
+func (elsgr *ElevenLabsSoundGenerationRequest) ModelName(s *string) string {
+	if s != nil {
+		elsgr.ModelID = *s
+	}
+	return elsgr.ModelID
+}
diff --git a/core/schema/jina.go b/core/schema/jina.go
index 7f80689c..63d24556 100644
--- a/core/schema/jina.go
+++ b/core/schema/jina.go
@@ -2,10 +2,11 @@ package schema
 
 // RerankRequest defines the structure of the request payload
 type JINARerankRequest struct {
-	Model     string   `json:"model"`
+	BasicModelRequest
 	Query     string   `json:"query"`
 	Documents []string `json:"documents"`
 	TopN      int      `json:"top_n"`
+	Backend   string   `json:"backend"`
 }
 
 // DocumentResult represents a single document result
diff --git a/core/schema/localai.go b/core/schema/localai.go
index 08afc6df..395b26b7 100644
--- a/core/schema/localai.go
+++ b/core/schema/localai.go
@@ -6,11 +6,11 @@ import (
 )
 
 type BackendMonitorRequest struct {
-	Model string `json:"model" yaml:"model"`
+	BasicModelRequest
 }
 
 type TokenMetricsRequest struct {
-	Model string `json:"model" yaml:"model"`
+	BasicModelRequest
 }
 
 type BackendMonitorResponse struct {
@@ -26,7 +26,7 @@ type GalleryResponse struct {
 
 // @Description TTS request body
 type TTSRequest struct {
-	Model    string `json:"model" yaml:"model"` // model name or full path
+	BasicModelRequest
 	Input    string `json:"input" yaml:"input"` // text input
 	Voice    string `json:"voice" yaml:"voice"` // voice audio file or speaker id
 	Backend  string `json:"backend" yaml:"backend"`
@@ -36,10 +36,19 @@ type TTSRequest struct {
 
 // @Description VAD request body
 type VADRequest struct {
-	Model string    `json:"model" yaml:"model"` // model name or full path
+	BasicModelRequest
 	Audio []float32 `json:"audio" yaml:"audio"` // model name or full path
 }
 
+type VADSegment struct {
+	Start float32 `json:"start" yaml:"start"`
+	End   float32 `json:"end" yaml:"end"`
+}
+
+type VADResponse struct {
+	Segments []VADSegment `json:"segments" yaml:"segments"`
+}
+
 type StoresSet struct {
 	Store string `json:"store,omitempty" yaml:"store,omitempty"`
 
diff --git a/core/schema/prediction.go b/core/schema/prediction.go
index 18d2782b..15785f19 100644
--- a/core/schema/prediction.go
+++ b/core/schema/prediction.go
@@ -3,7 +3,7 @@ package schema
 type PredictionOptions struct {
 
 	// Also part of the OpenAI official spec
-	Model string `json:"model" yaml:"model"`
+	BasicModelRequest `yaml:",inline"`
 
 	// Also part of the OpenAI official spec
 	Language string `json:"language"`
diff --git a/core/schema/request.go b/core/schema/request.go
new file mode 100644
index 00000000..f55f3920
--- /dev/null
+++ b/core/schema/request.go
@@ -0,0 +1,22 @@
+package schema
+
+// This file and type represent a generic request to LocalAI - as opposed to requests to LocalAI-specific endpoints, which live in localai.go
+type LocalAIRequest interface {
+	ModelName(*string) string
+}
+
+type BasicModelRequest struct {
+	Model string `json:"model" yaml:"model"`
+	// TODO: Should this also include the following fields from the OpenAI side of the world?
+	// If so, changes should be made to core/http/middleware/request.go to match
+
+	// Context context.Context    `json:"-"`
+	// Cancel  context.CancelFunc `json:"-"`
+}
+
+func (bmr *BasicModelRequest) ModelName(s *string) string {
+	if s != nil {
+		bmr.Model = *s
+	}
+	return bmr.Model
+}
diff --git a/core/schema/tokenize.go b/core/schema/tokenize.go
index 3770cc5a..e481f186 100644
--- a/core/schema/tokenize.go
+++ b/core/schema/tokenize.go
@@ -1,8 +1,8 @@
 package schema
 
 type TokenizeRequest struct {
+	BasicModelRequest
 	Content string `json:"content"`
-	Model   string `json:"model"`
 }
 
 type TokenizeResponse struct {
diff --git a/core/schema/transcription.go b/core/schema/transcription.go
index fe1799fa..492030e5 100644
--- a/core/schema/transcription.go
+++ b/core/schema/transcription.go
@@ -2,7 +2,7 @@ package schema
 
 import "time"
 
-type Segment struct {
+type TranscriptionSegment struct {
 	Id     int           `json:"id"`
 	Start  time.Duration `json:"start"`
 	End    time.Duration `json:"end"`
@@ -11,6 +11,6 @@ type Segment struct {
 }
 
 type TranscriptionResult struct {
-	Segments []Segment `json:"segments"`
-	Text     string    `json:"text"`
+	Segments []TranscriptionSegment `json:"segments"`
+	Text     string                 `json:"text"`
 }
diff --git a/core/services/list_models.go b/core/services/list_models.go
index ef555d22..45c05f58 100644
--- a/core/services/list_models.go
+++ b/core/services/list_models.go
@@ -49,3 +49,15 @@ func ListModels(bcl *config.BackendConfigLoader, ml *model.ModelLoader, filter c
 
 	return dataModels, nil
 }
+
+func CheckIfModelExists(bcl *config.BackendConfigLoader, ml *model.ModelLoader, modelName string, looseFilePolicy LooseFilePolicy) (bool, error) {
+	filter, err := config.BuildNameFilterFn(modelName)
+	if err != nil {
+		return false, err
+	}
+	models, err := ListModels(bcl, ml, filter, looseFilePolicy)
+	if err != nil {
+		return false, err
+	}
+	return (len(models) > 0), nil
+}
diff --git a/go.mod b/go.mod
index adfa7357..4b6ae5f9 100644
--- a/go.mod
+++ b/go.mod
@@ -239,7 +239,7 @@ require (
 	github.com/moby/sys/sequential v0.5.0 // indirect
 	github.com/moby/term v0.5.0 // indirect
 	github.com/mr-tron/base58 v1.2.0 // indirect
-	github.com/mudler/go-piper v0.0.0-20241022074816-3854e0221ffb
+	github.com/mudler/go-piper v0.0.0-20241023091659-2494246fd9fc
 	github.com/mudler/water v0.0.0-20221010214108-8c7313014ce0 // indirect
 	github.com/muesli/reflow v0.3.0 // indirect
 	github.com/muesli/termenv v0.15.2 // indirect
diff --git a/go.sum b/go.sum
index 4a744ed8..e92665d8 100644
--- a/go.sum
+++ b/go.sum
@@ -524,6 +524,8 @@ github.com/mudler/edgevpn v0.29.0 h1:SEkVyjXL6P8szUZFlL8W1EYBxvFsEIFvXlXcRfGrXYU
 github.com/mudler/edgevpn v0.29.0/go.mod h1:+kSy9b44eo97PnJ3fOnTkcTgxNXdgJBcd2bopx4leto=
 github.com/mudler/go-piper v0.0.0-20241022074816-3854e0221ffb h1:5qcuxQEpAqeV4ftV5nUt3/hB/RoTXq3MaaauOAedyXo=
 github.com/mudler/go-piper v0.0.0-20241022074816-3854e0221ffb/go.mod h1:O7SwdSWMilAWhBZMK9N9Y/oBDyMMzshE3ju8Xkexwig=
+github.com/mudler/go-piper v0.0.0-20241023091659-2494246fd9fc h1:RxwneJl1VgvikiX28EkpdAyL4yQVnJMrbquKospjHyA=
+github.com/mudler/go-piper v0.0.0-20241023091659-2494246fd9fc/go.mod h1:O7SwdSWMilAWhBZMK9N9Y/oBDyMMzshE3ju8Xkexwig=
 github.com/mudler/go-processmanager v0.0.0-20240820160718-8b802d3ecf82 h1:FVT07EI8njvsD4tC2Hw8Xhactp5AWhsQWD4oTeQuSAU=
 github.com/mudler/go-processmanager v0.0.0-20240820160718-8b802d3ecf82/go.mod h1:Urp7LG5jylKoDq0663qeBh0pINGcRl35nXdKx82PSoU=
 github.com/mudler/go-stable-diffusion v0.0.0-20240429204715-4a3cd6aeae6f h1:cxtMSRkUfy+mjIQ3yMrU0txwQ4It913NEN4m1H8WWgo=
diff --git a/pkg/model/initializers.go b/pkg/model/initializers.go
index 5e465cf0..8cda7fec 100644
--- a/pkg/model/initializers.go
+++ b/pkg/model/initializers.go
@@ -458,7 +458,7 @@ func (ml *ModelLoader) ListAvailableBackends(assetdir string) ([]string, error)
 func (ml *ModelLoader) backendLoader(opts ...Option) (client grpc.Backend, err error) {
 	o := NewOptions(opts...)
 
-	log.Info().Msgf("Loading model '%s' with backend %s", o.modelID, o.backendString)
+	log.Info().Str("modelID", o.modelID).Str("backend", o.backendString).Str("o.model", o.model).Msg("BackendLoader starting")
 
 	backend := strings.ToLower(o.backendString)
 	if realBackend, exists := Aliases[backend]; exists {
diff --git a/pkg/model/loader_options.go b/pkg/model/loader_options.go
index e7fd06de..c151d53b 100644
--- a/pkg/model/loader_options.go
+++ b/pkg/model/loader_options.go
@@ -56,6 +56,14 @@ func WithBackendString(backend string) Option {
 	}
 }
 
+func WithDefaultBackendString(backend string) Option {
+	return func(o *Options) {
+		if o.backendString == "" {
+			o.backendString = backend
+		}
+	}
+}
+
 func WithModel(modelFile string) Option {
 	return func(o *Options) {
 		o.model = modelFile
diff --git a/tests/e2e-aio/e2e_suite_test.go b/tests/e2e-aio/e2e_suite_test.go
index 4a10d41b..6ce0c183 100644
--- a/tests/e2e-aio/e2e_suite_test.go
+++ b/tests/e2e-aio/e2e_suite_test.go
@@ -43,7 +43,7 @@ var _ = BeforeSuite(func() {
 		apiEndpoint = "http://localhost:" + apiPort + "/v1" // So that other tests can reference this value safely.
 		defaultConfig.BaseURL = apiEndpoint
 	} else {
-		fmt.Println("Default ", apiEndpoint)
+		GinkgoWriter.Printf("docker apiEndpoint set from env: %q\n", apiEndpoint)
 		defaultConfig = openai.DefaultConfig(apiKey)
 		defaultConfig.BaseURL = apiEndpoint
 	}
@@ -95,10 +95,11 @@ func startDockerImage() {
 		PortBindings: map[docker.Port][]docker.PortBinding{
 			"8080/tcp": []docker.PortBinding{{HostPort: apiPort}},
 		},
-		Env:    []string{"MODELS_PATH=/models", "DEBUG=true", "THREADS=" + fmt.Sprint(proc)},
+		Env:    []string{"MODELS_PATH=/models", "DEBUG=true", "THREADS=" + fmt.Sprint(proc), "LOCALAI_SINGLE_ACTIVE_BACKEND=true"},
 		Mounts: []string{md + ":/models"},
 	}
 
+	GinkgoWriter.Printf("Launching Docker Container %q\n%+v\n", containerImageTag, options)
 	r, err := pool.RunWithOptions(options)
 	Expect(err).To(Not(HaveOccurred()))
 
diff --git a/tests/e2e-aio/e2e_test.go b/tests/e2e-aio/e2e_test.go
index 4d9eb4d8..c9271e12 100644
--- a/tests/e2e-aio/e2e_test.go
+++ b/tests/e2e-aio/e2e_test.go
@@ -121,14 +121,13 @@ var _ = Describe("E2E test", func() {
 
 		Context("images", func() {
 			It("correctly", func() {
-				resp, err := client.CreateImage(context.TODO(),
-					openai.ImageRequest{
-						Prompt:  "test",
-						Quality: "1",
-						Size:    openai.CreateImageSize256x256,
-					},
-				)
-				Expect(err).ToNot(HaveOccurred())
+				req := openai.ImageRequest{
+					Prompt:  "test",
+					Quality: "1",
+					Size:    openai.CreateImageSize256x256,
+				}
+				resp, err := client.CreateImage(context.TODO(), req)
+				Expect(err).ToNot(HaveOccurred(), fmt.Sprintf("error sending image request %+v", req))
 				Expect(len(resp.Data)).To(Equal(1), fmt.Sprint(resp))
 				Expect(resp.Data[0].URL).To(ContainSubstring("png"), fmt.Sprint(resp.Data[0].URL))
 			})
@@ -232,13 +231,42 @@ var _ = Describe("E2E test", func() {
 				Expect(resp.Text).To(ContainSubstring("This is the"), fmt.Sprint(resp.Text))
 			})
 		})
+		Context("vad", func() {
+			It("correctly", func() {
+				modelName := "silero-vad"
+				req := schema.VADRequest{
+					BasicModelRequest: schema.BasicModelRequest{
+						Model: modelName,
+					},
+					Audio: SampleVADAudio, // Use hardcoded sample data for now.
+				}
+				serialized, err := json.Marshal(req)
+				Expect(err).To(BeNil())
+				Expect(serialized).ToNot(BeNil())
 
+				vadEndpoint := apiEndpoint + "/vad"
+				resp, err := http.Post(vadEndpoint, "application/json", bytes.NewReader(serialized))
+				Expect(err).To(BeNil())
+				Expect(resp).ToNot(BeNil())
+
+				body, err := io.ReadAll(resp.Body)
+				Expect(err).ToNot(HaveOccurred())
+				Expect(resp.StatusCode).To(Equal(200))
+				deserializedResponse := schema.VADResponse{}
+				err = json.Unmarshal(body, &deserializedResponse)
+				Expect(err).To(BeNil())
+				Expect(deserializedResponse).ToNot(BeZero())
+				Expect(deserializedResponse.Segments).ToNot(BeZero())
+			})
+		})
 		Context("reranker", func() {
 			It("correctly", func() {
 				modelName := "jina-reranker-v1-base-en"
 
 				req := schema.JINARerankRequest{
-					Model: modelName,
+					BasicModelRequest: schema.BasicModelRequest{
+						Model: modelName,
+					},
 					Query: "Organic skincare products for sensitive skin",
 					Documents: []string{
 						"Eco-friendly kitchenware for modern homes",
diff --git a/tests/e2e-aio/sample_data_test.go b/tests/e2e-aio/sample_data_test.go
new file mode 100644
index 00000000..e5e7986c
--- /dev/null
+++ b/tests/e2e-aio/sample_data_test.go
@@ -0,0 +1,240009 @@
+package e2e_test
+
+// e2e VAD test has had issues with wav files. Temporarily test by using a manually-dumped slice of data obtained via:
+// Downloaded https://models.silero.ai/vad_models/en.wav
+// Converted with:
+// ffmpeg -t 15 -i en.wav -f f32le -acodec pcm_f32le - | od -An -v -t f4 | awk '{for(i=1;i<=NF;i++) printf "%s,", $i} END {print ""}' > output.txt
+
+var SampleVADAudio []float32 = []float32{
+	-0.004486084,
+	-0.0053710938,
+	-0.0054016113,
+	-0.005126953,
+	-0.0046081543,
+	-0.0040283203,
+	-0.003692627,
+	-0.0025939941,
+	-0.002166748,
+	-0.0019226074,
+	-0.0012207031,
+	-0.0009765625,
+	-0.00088500977,
+	-0.0013122559,
+	-0.0021362305,
+	-0.0030212402,
+	-0.0040893555,
+	-0.005279541,
+	-0.00592041,
+	-0.0056152344,
+	-0.0049438477,
+	-0.0032958984,
+	-0.00045776367,
+	0.0043640137,
+	0.010101318,
+	0.014953613,
+	0.016235352,
+	0.015197754,
+	0.013000488,
+	0.008972168,
+	0.0054626465,
+	0.0043029785,
+	0.0050964355,
+	0.0037231445,
+	0.0026245117,
+	0.0017089844,
+	-0.0017700195,
+	-0.005065918,
+	-0.007537842,
+	-0.010375977,
+	-0.011779785,
+	-0.011779785,
+	-0.011169434,
+	-0.007751465,
+	-0.0034179688,
+	3.0517578e-05,
+	0.0029296875,
+	0.0044555664,
+	0.0049438477,
+	0.0045776367,
+	0.0037841797,
+	0.004211426,
+	0.00491333,
+	0.005493164,
+	0.006011963,
+	0.0053710938,
+	0.0038452148,
+	0.0014343262,
+	-0.0014648438,
+	-0.004425049,
+	-0.0071105957,
+	-0.00894165,
+	-0.009674072,
+	-0.009399414,
+	-0.00793457,
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+	0.005554199,
+	0.007232666,
+	0.008270264,
+	0.008575439,
+	0.008300781,
+	0.0069885254,
+	0.005279541,
+	0.0037841797,
+	0.0018920898,
+	3.0517578e-05,
+	-0.001373291,
+	-0.0024719238,
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+	-0.0056152344,
+	-0.005065918,
+	-0.0041503906,
+	-0.0031433105,
+	-0.0016174316,
+	0,
+	0.0017089844,
+	0.0034484863,
+	0.004333496,
+	0.0051879883,
+	0.005584717,
+	0.00579834,
+	0.0061035156,
+	0.0059509277,
+	0.0055236816,
+	0.0048217773,
+	0.004119873,
+	0.0030212402,
+	0.0016784668,
+	0.000579834,
+	9.1552734e-05,
+	-0.0007324219,
+	-0.0016174316,
+	-0.0017700195,
+	-0.001953125,
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+	-0.0013122559,
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+	-0.00021362305,
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+	-0.00015258789,
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+	0.0011291504,
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+	0.002166748,
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+	0.00024414062,
+	0.0028076172,
+	-0.003753662,
+	0.0010070801,
+	-0.0022277832,
+	0.00030517578,
+	-0.00012207031,
+	-0.0018920898,
+	0.0011901855,
+	-0.00579834,
+	0.001159668,
+	0.0024719238,
+	-0.0056152344,
+	-0.0038452148,
+	0.0021972656,
+	-0.0010986328,
+	0.00024414062,
+	0.0046691895,
+	-0.0049438477,
+	-0.010375977,
+	-0.0032653809,
+	-0.005706787,
+	-0.011444092,
+	-0.0070495605,
+	-0.007293701,
+	-0.0017089844,
+	0.00045776367,
+	-0.009735107,
+	-0.00024414062,
+	0.0071411133,
+	-0.0045166016,
+	-0.001159668,
+	0.005584717,
+	0.0034179688,
+	0.008666992,
+	0.0063171387,
+	0.0070495605,
+	0.009643555,
+	0.0025939941,
+	0.009490967,
+	0.007965088,
+	0.0043029785,
+	0.003479004,
+	0.004058838,
+	0.00869751,
+	0.005065918,
+	0.0013122559,
+	0.0028381348,
+	0.005279541,
+	0.00018310547,
+	-0.0034179688,
+	-0.0026550293,
+	0.0030517578,
+	-0.0069885254,
+	-0.005004883,
+	0.0047912598,
+	-0.005584717,
+	-0.00491333,
+	-0.00079345703,
+	0.00091552734,
+	-0.0037231445,
+	-0.006652832,
+	-0.002532959,
+	-0.0036315918,
+	-0.0034179688,
+	-0.004119873,
+	-0.00030517578,
+	-0.0015869141,
+	-0.008026123,
+	-0.0032653809,
+	-0.0042419434,
+	-0.004852295,
+	-0.008636475,
+	-0.0031738281,
+	-0.0015869141,
+	-0.0073242188,
+	-0.003112793,
+	0.0008239746,
+	0.0040283203,
+	-0.005065918,
+	-0.00061035156,
+	0.0055236816,
+	0.00045776367,
+	-0.0029907227,
+	0.0031433105,
+	0.0030212402,
+	-0.0022583008,
+	0.0064086914,
+	0.00015258789,
+	-0.0024719238,
+	0.0025024414,
+}

From 6be8c0c618e74b6731531c22d21fa5c550cf6c26 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 10 Feb 2025 12:07:35 +0100
Subject: [PATCH 174/679] chore(model gallery): add
 localai-functioncall-qwen2.5-7b-v0.5 (#4796)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml      | 16 ++++++++++++++
 gallery/qwen-fcall.yaml | 49 +++++++++++++++++++++++++++++++++++++++++
 2 files changed, 65 insertions(+)
 create mode 100644 gallery/qwen-fcall.yaml

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 9cb7e4c4..bc837f92 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -3673,6 +3673,22 @@
     - filename: SubtleOne_Qwen2.5-32b-Erudite-Writer-Q4_K_M.gguf
       sha256: fb059c88be4d7d579f0776cead4ca44cf7423b834c5502ce67ef41b15cd0973b
       uri: huggingface://bartowski/SubtleOne_Qwen2.5-32b-Erudite-Writer-GGUF/SubtleOne_Qwen2.5-32b-Erudite-Writer-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "localai-functioncall-qwen2.5-7b-v0.5"
+  url: "github:mudler/LocalAI/gallery/qwen-fcall.yaml@master"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/647374aa7ff32a81ac6d35d4/Dzbdzn27KEc3K6zNNi070.png
+  urls:
+    - https://huggingface.co/mudler/LocalAI-functioncall-qwen2.5-7b-v0.5
+    - https://huggingface.co/mudler/LocalAI-functioncall-qwen2.5-7b-v0.5-Q4_K_M-GGUF
+  description: |
+    A model tailored to be conversational and execute function calls with LocalAI. This model is based on qwen2.5 (7B).
+  overrides:
+    parameters:
+      model: localai-functioncall-qwen2.5-7b-v0.5-q4_k_m.gguf
+  files:
+    - filename: localai-functioncall-qwen2.5-7b-v0.5-q4_k_m.gguf
+      sha256: 4e7b7fe1d54b881f1ef90799219dc6cc285d29db24f559c8998d1addb35713d4
+      uri: huggingface://mudler/LocalAI-functioncall-qwen2.5-7b-v0.5-Q4_K_M-GGUF/localai-functioncall-qwen2.5-7b-v0.5-q4_k_m.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578
diff --git a/gallery/qwen-fcall.yaml b/gallery/qwen-fcall.yaml
new file mode 100644
index 00000000..f168c7fe
--- /dev/null
+++ b/gallery/qwen-fcall.yaml
@@ -0,0 +1,49 @@
+---
+name: "qwen-fcall"
+
+config_file: |
+  mmap: true
+  function:
+    json_regex_match:
+    - "(?s)<Output>(.*?)</Output>"
+    capture_llm_results:
+      - (?s)<Thought>(.*?)</Thought>
+    replace_llm_results:
+      - key: (?s)<Thought>(.*?)</Thought>
+        value: ""
+    grammar:
+      properties_order: "name,arguments"
+  template:
+    chat_message: |
+      <|im_start|>{{ .RoleName }}
+      {{ if .FunctionCall -}}
+      Function call:
+      {{ else if eq .RoleName "tool" -}}
+      Function response:
+      {{ end -}}
+      {{ if .Content -}}
+      {{.Content }}
+      {{ end -}}
+      {{ if .FunctionCall -}}
+      {{toJson .FunctionCall}}
+      {{ end -}}<|im_end|>
+    function: |
+      <|im_start|>system
+      You are an AI assistant that executes function calls, and these are the tools at your disposal:
+      {{range .Functions}}
+      {'type': 'function', 'function': {'name': '{{.Name}}', 'description': '{{.Description}}', 'parameters': {{toJson .Parameters}} }}
+      {{end}}
+      <|im_end|>
+      {{.Input -}}
+      <|im_start|>assistant
+    chat: |
+      {{.Input -}}
+      <|im_start|>assistant
+    completion: |
+      {{.Input}}
+  context_size: 4096
+  f16: true
+  stopwords:
+  - '<|im_end|>'
+  - '<dummy32000>'
+  - '</s>'

From 099469cb0564388df7ba50831fa59bcac0d5c8ea Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 10 Feb 2025 12:59:59 +0100
Subject: [PATCH 175/679] chore(tests): decrease parallelism for gRPC builds
 (#4797)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 .github/workflows/generate_grpc_cache.yaml | 2 +-
 .github/workflows/image_build.yml          | 4 ++--
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/generate_grpc_cache.yaml b/.github/workflows/generate_grpc_cache.yaml
index 0b9105aa..36b6810d 100644
--- a/.github/workflows/generate_grpc_cache.yaml
+++ b/.github/workflows/generate_grpc_cache.yaml
@@ -83,7 +83,7 @@ jobs:
           # If the build-args are not an EXACT match, it will result in a cache miss, which will require GRPC to be built from scratch.
           build-args: |
             GRPC_BASE_IMAGE=${{ matrix.grpc-base-image }}
-            GRPC_MAKEFLAGS=--jobs=4 --output-sync=target
+            GRPC_MAKEFLAGS=--jobs=2 --output-sync=target
             GRPC_VERSION=v1.65.0
           context: .
           file: ./Dockerfile
diff --git a/.github/workflows/image_build.yml b/.github/workflows/image_build.yml
index 9ad612b6..a59cb898 100644
--- a/.github/workflows/image_build.yml
+++ b/.github/workflows/image_build.yml
@@ -235,7 +235,7 @@ jobs:
             IMAGE_TYPE=${{ inputs.image-type }}
             BASE_IMAGE=${{ inputs.base-image }}
             GRPC_BASE_IMAGE=${{ inputs.grpc-base-image || inputs.base-image }}
-            GRPC_MAKEFLAGS=--jobs=4 --output-sync=target
+            GRPC_MAKEFLAGS=--jobs=2 --output-sync=target
             GRPC_VERSION=v1.65.0
             MAKEFLAGS=${{ inputs.makeflags }}
             SKIP_DRIVERS=${{ inputs.skip-drivers }}
@@ -264,7 +264,7 @@ jobs:
             IMAGE_TYPE=${{ inputs.image-type }}
             BASE_IMAGE=${{ inputs.base-image }}
             GRPC_BASE_IMAGE=${{ inputs.grpc-base-image || inputs.base-image }}
-            GRPC_MAKEFLAGS=--jobs=4 --output-sync=target
+            GRPC_MAKEFLAGS=--jobs=2 --output-sync=target
             GRPC_VERSION=v1.65.0
             MAKEFLAGS=${{ inputs.makeflags }}
             SKIP_DRIVERS=${{ inputs.skip-drivers }}

From 8fd3ace9a165be0a8b45ad65dbfffe8d405742bb Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 10 Feb 2025 18:38:53 +0100
Subject: [PATCH 176/679] chore(grpcio): bump to 1.70 (#4798)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 .github/workflows/generate_grpc_cache.yaml | 2 +-
 .github/workflows/image_build.yml          | 4 ++--
 Dockerfile                                 | 2 +-
 3 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/.github/workflows/generate_grpc_cache.yaml b/.github/workflows/generate_grpc_cache.yaml
index 36b6810d..eababd39 100644
--- a/.github/workflows/generate_grpc_cache.yaml
+++ b/.github/workflows/generate_grpc_cache.yaml
@@ -84,7 +84,7 @@ jobs:
           build-args: |
             GRPC_BASE_IMAGE=${{ matrix.grpc-base-image }}
             GRPC_MAKEFLAGS=--jobs=2 --output-sync=target
-            GRPC_VERSION=v1.65.0
+            GRPC_VERSION=v1.70.0
           context: .
           file: ./Dockerfile
           cache-to: type=gha,ignore-error=true
diff --git a/.github/workflows/image_build.yml b/.github/workflows/image_build.yml
index a59cb898..fbb71ed2 100644
--- a/.github/workflows/image_build.yml
+++ b/.github/workflows/image_build.yml
@@ -236,7 +236,7 @@ jobs:
             BASE_IMAGE=${{ inputs.base-image }}
             GRPC_BASE_IMAGE=${{ inputs.grpc-base-image || inputs.base-image }}
             GRPC_MAKEFLAGS=--jobs=2 --output-sync=target
-            GRPC_VERSION=v1.65.0
+            GRPC_VERSION=v1.70.0
             MAKEFLAGS=${{ inputs.makeflags }}
             SKIP_DRIVERS=${{ inputs.skip-drivers }}
           context: .
@@ -265,7 +265,7 @@ jobs:
             BASE_IMAGE=${{ inputs.base-image }}
             GRPC_BASE_IMAGE=${{ inputs.grpc-base-image || inputs.base-image }}
             GRPC_MAKEFLAGS=--jobs=2 --output-sync=target
-            GRPC_VERSION=v1.65.0
+            GRPC_VERSION=v1.70.0
             MAKEFLAGS=${{ inputs.makeflags }}
             SKIP_DRIVERS=${{ inputs.skip-drivers }}
           context: .
diff --git a/Dockerfile b/Dockerfile
index 2f2bcafa..742a995c 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -198,7 +198,7 @@ FROM ${GRPC_BASE_IMAGE} AS grpc
 
 # This is a bit of a hack, but it's required in order to be able to effectively cache this layer in CI
 ARG GRPC_MAKEFLAGS="-j4 -Otarget"
-ARG GRPC_VERSION=v1.65.0
+ARG GRPC_VERSION=v1.70.0
 ARG CMAKE_FROM_SOURCE=false
 ARG CMAKE_VERSION=3.26.4
 

From 516cd660f1f3c42182199d770ad60775df2808e7 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 10 Feb 2025 18:56:13 +0100
Subject: [PATCH 177/679] chore(grpcio): reduce parallelism (#4799)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 .github/workflows/generate_grpc_cache.yaml | 2 +-
 .github/workflows/image_build.yml          | 4 ++--
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/generate_grpc_cache.yaml b/.github/workflows/generate_grpc_cache.yaml
index eababd39..4687fdc2 100644
--- a/.github/workflows/generate_grpc_cache.yaml
+++ b/.github/workflows/generate_grpc_cache.yaml
@@ -83,7 +83,7 @@ jobs:
           # If the build-args are not an EXACT match, it will result in a cache miss, which will require GRPC to be built from scratch.
           build-args: |
             GRPC_BASE_IMAGE=${{ matrix.grpc-base-image }}
-            GRPC_MAKEFLAGS=--jobs=2 --output-sync=target
+            GRPC_MAKEFLAGS=--jobs=1 --output-sync=target
             GRPC_VERSION=v1.70.0
           context: .
           file: ./Dockerfile
diff --git a/.github/workflows/image_build.yml b/.github/workflows/image_build.yml
index fbb71ed2..a59ce9b3 100644
--- a/.github/workflows/image_build.yml
+++ b/.github/workflows/image_build.yml
@@ -235,7 +235,7 @@ jobs:
             IMAGE_TYPE=${{ inputs.image-type }}
             BASE_IMAGE=${{ inputs.base-image }}
             GRPC_BASE_IMAGE=${{ inputs.grpc-base-image || inputs.base-image }}
-            GRPC_MAKEFLAGS=--jobs=2 --output-sync=target
+            GRPC_MAKEFLAGS=--jobs=1 --output-sync=target
             GRPC_VERSION=v1.70.0
             MAKEFLAGS=${{ inputs.makeflags }}
             SKIP_DRIVERS=${{ inputs.skip-drivers }}
@@ -264,7 +264,7 @@ jobs:
             IMAGE_TYPE=${{ inputs.image-type }}
             BASE_IMAGE=${{ inputs.base-image }}
             GRPC_BASE_IMAGE=${{ inputs.grpc-base-image || inputs.base-image }}
-            GRPC_MAKEFLAGS=--jobs=2 --output-sync=target
+            GRPC_MAKEFLAGS=--jobs=1 --output-sync=target
             GRPC_VERSION=v1.70.0
             MAKEFLAGS=${{ inputs.makeflags }}
             SKIP_DRIVERS=${{ inputs.skip-drivers }}

From 49df492268547452f0d4cf91609cd61c7e3889d3 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@localai.io>
Date: Mon, 10 Feb 2025 19:44:50 +0100
Subject: [PATCH 178/679] chore(ci): run grpc build on self-hosted

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 .github/workflows/generate_grpc_cache.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/generate_grpc_cache.yaml b/.github/workflows/generate_grpc_cache.yaml
index 4687fdc2..13dc4048 100644
--- a/.github/workflows/generate_grpc_cache.yaml
+++ b/.github/workflows/generate_grpc_cache.yaml
@@ -16,7 +16,7 @@ jobs:
       matrix:
         include:
           - grpc-base-image: ubuntu:22.04
-            runs-on: 'ubuntu-latest'
+            runs-on: 'arc-runner-set'
             platforms: 'linux/amd64,linux/arm64'
     runs-on: ${{matrix.runs-on}}
     steps:

From e57b750ca39135bd748554fb1e944939f200e56f Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 10 Feb 2025 22:27:14 +0000
Subject: [PATCH 179/679] chore(deps): Bump docs/themes/lotusdocs from
 `f5785a2` to `975da91` (#4801)

Bumps [docs/themes/lotusdocs](https://github.com/colinwilson/lotusdocs) from `f5785a2` to `975da91`.
- [Release notes](https://github.com/colinwilson/lotusdocs/releases)
- [Commits](https://github.com/colinwilson/lotusdocs/compare/f5785a2399ca09e7fb4e7e3d69b397f85df42a24...975da91e839cfdb5c20fb66961468e77b8a9f8fd)

---
updated-dependencies:
- dependency-name: docs/themes/lotusdocs
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 docs/themes/lotusdocs | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/themes/lotusdocs b/docs/themes/lotusdocs
index f5785a23..975da91e 160000
--- a/docs/themes/lotusdocs
+++ b/docs/themes/lotusdocs
@@ -1 +1 @@
-Subproject commit f5785a2399ca09e7fb4e7e3d69b397f85df42a24
+Subproject commit 975da91e839cfdb5c20fb66961468e77b8a9f8fd

From 45e37a07bb9e8f2ead7c0ed09eef5d0bb46ed45c Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Tue, 11 Feb 2025 09:17:02 +0100
Subject: [PATCH 180/679] chore: :arrow_up: Update ggerganov/llama.cpp to
 `19b392d58dc08c366d0b29bd3b9c6991fa4e1662` (#4803)

:arrow_up: Update ggerganov/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 0bb8ade1..8d66907c 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=19d3c8293b1f61acbe2dab1d49a17950fd788a4a
+CPPLLAMA_VERSION?=19b392d58dc08c366d0b29bd3b9c6991fa4e1662
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From fe3ced291921485f5a7bfd4e6cf7004e81b626af Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@localai.io>
Date: Tue, 11 Feb 2025 09:30:59 +0100
Subject: [PATCH 181/679] chore(ci): try again to bump parallelism in grpc jobs

As we moved these out to self-hosted

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 .github/workflows/generate_grpc_cache.yaml | 2 +-
 .github/workflows/image_build.yml          | 4 ++--
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/generate_grpc_cache.yaml b/.github/workflows/generate_grpc_cache.yaml
index 13dc4048..d9469077 100644
--- a/.github/workflows/generate_grpc_cache.yaml
+++ b/.github/workflows/generate_grpc_cache.yaml
@@ -83,7 +83,7 @@ jobs:
           # If the build-args are not an EXACT match, it will result in a cache miss, which will require GRPC to be built from scratch.
           build-args: |
             GRPC_BASE_IMAGE=${{ matrix.grpc-base-image }}
-            GRPC_MAKEFLAGS=--jobs=1 --output-sync=target
+            GRPC_MAKEFLAGS=--jobs=4 --output-sync=target
             GRPC_VERSION=v1.70.0
           context: .
           file: ./Dockerfile
diff --git a/.github/workflows/image_build.yml b/.github/workflows/image_build.yml
index a59ce9b3..7ea76b21 100644
--- a/.github/workflows/image_build.yml
+++ b/.github/workflows/image_build.yml
@@ -235,7 +235,7 @@ jobs:
             IMAGE_TYPE=${{ inputs.image-type }}
             BASE_IMAGE=${{ inputs.base-image }}
             GRPC_BASE_IMAGE=${{ inputs.grpc-base-image || inputs.base-image }}
-            GRPC_MAKEFLAGS=--jobs=1 --output-sync=target
+            GRPC_MAKEFLAGS=--jobs=4 --output-sync=target
             GRPC_VERSION=v1.70.0
             MAKEFLAGS=${{ inputs.makeflags }}
             SKIP_DRIVERS=${{ inputs.skip-drivers }}
@@ -264,7 +264,7 @@ jobs:
             IMAGE_TYPE=${{ inputs.image-type }}
             BASE_IMAGE=${{ inputs.base-image }}
             GRPC_BASE_IMAGE=${{ inputs.grpc-base-image || inputs.base-image }}
-            GRPC_MAKEFLAGS=--jobs=1 --output-sync=target
+            GRPC_MAKEFLAGS=--jobs=4 --output-sync=target
             GRPC_VERSION=v1.70.0
             MAKEFLAGS=${{ inputs.makeflags }}
             SKIP_DRIVERS=${{ inputs.skip-drivers }}

From 3277f5095d60d61e12fca0d211d8671bf587cb52 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 11 Feb 2025 09:47:19 +0100
Subject: [PATCH 182/679] chore(model gallery): add
 agentica-org_deepscaler-1.5b-preview (#4804)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index bc837f92..0a1fcf36 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -5909,6 +5909,21 @@
     - filename: huihui-ai_DeepSeek-R1-Distill-Llama-70B-abliterated-Q4_K_M.gguf
       sha256: 2ed91d01c4b7a0f33f578c6389d0dd6a64d071b3f7963c40b4e1e71235dc74d6
       uri: huggingface://bartowski/huihui-ai_DeepSeek-R1-Distill-Llama-70B-abliterated-GGUF/huihui-ai_DeepSeek-R1-Distill-Llama-70B-abliterated-Q4_K_M.gguf
+- !!merge <<: *deepseek-r1
+  name: "agentica-org_deepscaler-1.5b-preview"
+  icon: https://avatars.githubusercontent.com/u/174067447?s=200&v=4
+  urls:
+    - https://huggingface.co/agentica-org/DeepScaleR-1.5B-Preview
+    - https://huggingface.co/bartowski/agentica-org_DeepScaleR-1.5B-Preview-GGUF
+  description: |
+    DeepScaleR-1.5B-Preview is a language model fine-tuned from DeepSeek-R1-Distilled-Qwen-1.5B using distributed reinforcement learning (RL) to scale up to long context lengths. The model achieves 43.1% Pass@1 accuracy on AIME 2024, representing a 15% improvement over the base model (28.8%) and surpassing OpenAI's O1-Preview performance with just 1.5B parameters.
+  overrides:
+    parameters:
+      model: agentica-org_DeepScaleR-1.5B-Preview-Q4_K_M.gguf
+  files:
+    - filename: agentica-org_DeepScaleR-1.5B-Preview-Q4_K_M.gguf
+      sha256: bf51b412360a84792ae9145e2ca322379234c118dbff498ff08e589253b67ded
+      uri: huggingface://bartowski/agentica-org_DeepScaleR-1.5B-Preview-GGUF/agentica-org_DeepScaleR-1.5B-Preview-Q4_K_M.gguf
 - &qwen2
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master" ## Start QWEN2
   name: "qwen2-7b-instruct"

From 28b10e88044bfcfcc543c5686541f91ca3fa7b29 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 11 Feb 2025 09:51:01 +0100
Subject: [PATCH 183/679] chore(swagger): update (#4805)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 core/http/endpoints/openai/completion.go | 1 -
 swagger/docs.go                          | 9 +++++----
 swagger/swagger.json                     | 6 +++---
 swagger/swagger.yaml                     | 5 ++---
 4 files changed, 10 insertions(+), 11 deletions(-)

diff --git a/core/http/endpoints/openai/completion.go b/core/http/endpoints/openai/completion.go
index 5c685b97..79da6cd6 100644
--- a/core/http/endpoints/openai/completion.go
+++ b/core/http/endpoints/openai/completion.go
@@ -27,7 +27,6 @@ import (
 // @Param request body schema.OpenAIRequest true "query params"
 // @Success 200 {object} schema.OpenAIResponse "Response"
 // @Router /v1/completions [post]
-
 func CompletionEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, evaluator *templates.Evaluator, appConfig *config.ApplicationConfig) func(c *fiber.Ctx) error {
 	created := int(time.Now().Unix())
 
diff --git a/swagger/docs.go b/swagger/docs.go
index f1050e85..3994d182 100644
--- a/swagger/docs.go
+++ b/swagger/docs.go
@@ -1,4 +1,5 @@
-// Package swagger Code generated by swaggo/swag. DO NOT EDIT
+// Code generated by swaggo/swag. DO NOT EDIT.
+
 package swagger
 
 import "github.com/swaggo/swag"
@@ -1421,6 +1422,9 @@ const docTemplate = `{
         "schema.JINARerankRequest": {
             "type": "object",
             "properties": {
+                "backend": {
+                    "type": "string"
+                },
                 "documents": {
                     "type": "array",
                     "items": {
@@ -1630,7 +1634,6 @@ const docTemplate = `{
                     "type": "integer"
                 },
                 "model": {
-                    "description": "Also part of the OpenAI official spec",
                     "type": "string"
                 },
                 "model_base_name": {
@@ -1836,7 +1839,6 @@ const docTemplate = `{
                     "type": "string"
                 },
                 "model": {
-                    "description": "model name or full path",
                     "type": "string"
                 },
                 "response_format": {
@@ -1900,7 +1902,6 @@ const docTemplate = `{
                     }
                 },
                 "model": {
-                    "description": "model name or full path",
                     "type": "string"
                 }
             }
diff --git a/swagger/swagger.json b/swagger/swagger.json
index b2d02ea2..163539a5 100644
--- a/swagger/swagger.json
+++ b/swagger/swagger.json
@@ -1414,6 +1414,9 @@
         "schema.JINARerankRequest": {
             "type": "object",
             "properties": {
+                "backend": {
+                    "type": "string"
+                },
                 "documents": {
                     "type": "array",
                     "items": {
@@ -1623,7 +1626,6 @@
                     "type": "integer"
                 },
                 "model": {
-                    "description": "Also part of the OpenAI official spec",
                     "type": "string"
                 },
                 "model_base_name": {
@@ -1829,7 +1831,6 @@
                     "type": "string"
                 },
                 "model": {
-                    "description": "model name or full path",
                     "type": "string"
                 },
                 "response_format": {
@@ -1893,7 +1894,6 @@
                     }
                 },
                 "model": {
-                    "description": "model name or full path",
                     "type": "string"
                 }
             }
diff --git a/swagger/swagger.yaml b/swagger/swagger.yaml
index e7b9e625..cfee57a9 100644
--- a/swagger/swagger.yaml
+++ b/swagger/swagger.yaml
@@ -412,6 +412,8 @@ definitions:
     type: object
   schema.JINARerankRequest:
     properties:
+      backend:
+        type: string
       documents:
         items:
           type: string
@@ -551,7 +553,6 @@ definitions:
         description: Image (not supported by OpenAI)
         type: integer
       model:
-        description: Also part of the OpenAI official spec
         type: string
       model_base_name:
         description: AutoGPTQ
@@ -696,7 +697,6 @@ definitions:
         description: (optional) language to use with TTS model
         type: string
       model:
-        description: model name or full path
         type: string
       response_format:
         description: (optional) output format
@@ -739,7 +739,6 @@ definitions:
           type: number
         type: array
       model:
-        description: model name or full path
         type: string
     type: object
 info:

From 5f64cc6328fff980277d5721689e9c0e8870eaa3 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 11 Feb 2025 10:05:57 +0100
Subject: [PATCH 184/679] Revert "chore(deps): Bump docs/themes/lotusdocs from
 `f5785a2` to `975da91`" (#4808)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Revert "chore(deps): Bump docs/themes/lotusdocs from `f5785a2` to `975da91` (…"

This reverts commit e57b750ca39135bd748554fb1e944939f200e56f.
---
 docs/themes/lotusdocs | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/themes/lotusdocs b/docs/themes/lotusdocs
index 975da91e..f5785a23 160000
--- a/docs/themes/lotusdocs
+++ b/docs/themes/lotusdocs
@@ -1 +1 @@
-Subproject commit 975da91e839cfdb5c20fb66961468e77b8a9f8fd
+Subproject commit f5785a2399ca09e7fb4e7e3d69b397f85df42a24

From f5638a6354c7aa05c75fca279531c278c8180b4a Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 11 Feb 2025 10:16:32 +0100
Subject: [PATCH 185/679] feat(diffusers): allow to override image gen options
 (#4807)

Use the options field in the model to override kwargs if needed.

This allows to specify from the model yaml config:

```yaml

options:
- foo:bar

```

And each option will be used directly when calling the diffusers
pipeline, e.g:

```python
pipe(
  foo="bar",
)
```

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 backend/python/diffusers/backend.py | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/backend/python/diffusers/backend.py b/backend/python/diffusers/backend.py
index c9aa02bc..1724ee21 100755
--- a/backend/python/diffusers/backend.py
+++ b/backend/python/diffusers/backend.py
@@ -159,6 +159,18 @@ class BackendServicer(backend_pb2_grpc.BackendServicer):
                 torchType = torch.float16
                 variant = "fp16"
 
+            options = request.Options
+
+            # empty dict
+            self.options = {}
+
+            # The options are a list of strings in this form optname:optvalue
+            # We are storing all the options in a dict so we can use it later when
+            # generating the images
+            for opt in options:
+                key, value = opt.split(":")
+                self.options[key] = value
+
             local = False
             modelFile = request.Model
 
@@ -441,6 +453,9 @@ class BackendServicer(backend_pb2_grpc.BackendServicer):
         # create a dictionary of parameters by using the keys from EnableParameters and the values from defaults
         kwargs = {key: options.get(key) for key in keys if key in options}
 
+        # populate kwargs from self.options.
+        kwargs.update(self.options)
+
         # Set seed
         if request.seed > 0:
             kwargs["generator"] = torch.Generator(device=self.device).manual_seed(

From 5db321dad2e9ee4634da89fa1a145de6064996ba Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@localai.io>
Date: Tue, 11 Feb 2025 16:36:00 +0100
Subject: [PATCH 186/679] chore(ci): do not always regenerate the cache

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 .github/workflows/generate_grpc_cache.yaml | 7 ++++---
 1 file changed, 4 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/generate_grpc_cache.yaml b/.github/workflows/generate_grpc_cache.yaml
index d9469077..ffac3372 100644
--- a/.github/workflows/generate_grpc_cache.yaml
+++ b/.github/workflows/generate_grpc_cache.yaml
@@ -2,9 +2,10 @@ name: 'generate and publish GRPC docker caches'
 
 on:
   workflow_dispatch:
-  push:
-    branches:
-      - master
+
+  schedule:
+    # daily at midnight
+    - cron: '0 0 * * *'
 
 concurrency:
   group: grpc-cache-${{ github.head_ref || github.ref }}-${{ github.repository }}

From fbd82a2dd0284506f71c5ab703bfc4f78d5ada69 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Tue, 11 Feb 2025 22:54:40 +0100
Subject: [PATCH 187/679] feat(swagger): update swagger (#4809)

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 swagger/docs.go | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/swagger/docs.go b/swagger/docs.go
index 3994d182..2489d1a0 100644
--- a/swagger/docs.go
+++ b/swagger/docs.go
@@ -1,5 +1,4 @@
-// Code generated by swaggo/swag. DO NOT EDIT.
-
+// Package swagger Code generated by swaggo/swag. DO NOT EDIT
 package swagger
 
 import "github.com/swaggo/swag"

From 257e951def6d77ec7f00ead359ffe51a0803a0e6 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Wed, 12 Feb 2025 00:13:28 +0100
Subject: [PATCH 188/679] chore: :arrow_up: Update ggerganov/llama.cpp to
 `90e4dba461b07e635fd1daf3b491c978c7dd0013` (#4810)

:arrow_up: Update ggerganov/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 8d66907c..3b320524 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=19b392d58dc08c366d0b29bd3b9c6991fa4e1662
+CPPLLAMA_VERSION?=90e4dba461b07e635fd1daf3b491c978c7dd0013
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 0a748b009ec94d07442533f51ba2e00d21dc7054 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@localai.io>
Date: Wed, 12 Feb 2025 09:11:31 +0100
Subject: [PATCH 189/679] chore(ci): avoit cache hits until the ci gRPC job is
 fixed

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 .github/workflows/generate_grpc_cache.yaml | 2 +-
 .github/workflows/image_build.yml          | 4 ++--
 Dockerfile                                 | 2 +-
 3 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/.github/workflows/generate_grpc_cache.yaml b/.github/workflows/generate_grpc_cache.yaml
index ffac3372..44497d3d 100644
--- a/.github/workflows/generate_grpc_cache.yaml
+++ b/.github/workflows/generate_grpc_cache.yaml
@@ -85,7 +85,7 @@ jobs:
           build-args: |
             GRPC_BASE_IMAGE=${{ matrix.grpc-base-image }}
             GRPC_MAKEFLAGS=--jobs=4 --output-sync=target
-            GRPC_VERSION=v1.70.0
+            GRPC_VERSION=v1.65.0
           context: .
           file: ./Dockerfile
           cache-to: type=gha,ignore-error=true
diff --git a/.github/workflows/image_build.yml b/.github/workflows/image_build.yml
index 7ea76b21..9ad612b6 100644
--- a/.github/workflows/image_build.yml
+++ b/.github/workflows/image_build.yml
@@ -236,7 +236,7 @@ jobs:
             BASE_IMAGE=${{ inputs.base-image }}
             GRPC_BASE_IMAGE=${{ inputs.grpc-base-image || inputs.base-image }}
             GRPC_MAKEFLAGS=--jobs=4 --output-sync=target
-            GRPC_VERSION=v1.70.0
+            GRPC_VERSION=v1.65.0
             MAKEFLAGS=${{ inputs.makeflags }}
             SKIP_DRIVERS=${{ inputs.skip-drivers }}
           context: .
@@ -265,7 +265,7 @@ jobs:
             BASE_IMAGE=${{ inputs.base-image }}
             GRPC_BASE_IMAGE=${{ inputs.grpc-base-image || inputs.base-image }}
             GRPC_MAKEFLAGS=--jobs=4 --output-sync=target
-            GRPC_VERSION=v1.70.0
+            GRPC_VERSION=v1.65.0
             MAKEFLAGS=${{ inputs.makeflags }}
             SKIP_DRIVERS=${{ inputs.skip-drivers }}
           context: .
diff --git a/Dockerfile b/Dockerfile
index 742a995c..2f2bcafa 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -198,7 +198,7 @@ FROM ${GRPC_BASE_IMAGE} AS grpc
 
 # This is a bit of a hack, but it's required in order to be able to effectively cache this layer in CI
 ARG GRPC_MAKEFLAGS="-j4 -Otarget"
-ARG GRPC_VERSION=v1.70.0
+ARG GRPC_VERSION=v1.65.0
 ARG CMAKE_FROM_SOURCE=false
 ARG CMAKE_VERSION=3.26.4
 

From 0030a3fe75e5848749ee257fc44a156cf97232d7 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Wed, 12 Feb 2025 11:03:05 +0100
Subject: [PATCH 190/679] chore(model gallery): add simplescaling_s1.1-32b
 (#4812)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 0a1fcf36..eadc4dc9 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -3689,6 +3689,20 @@
     - filename: localai-functioncall-qwen2.5-7b-v0.5-q4_k_m.gguf
       sha256: 4e7b7fe1d54b881f1ef90799219dc6cc285d29db24f559c8998d1addb35713d4
       uri: huggingface://mudler/LocalAI-functioncall-qwen2.5-7b-v0.5-Q4_K_M-GGUF/localai-functioncall-qwen2.5-7b-v0.5-q4_k_m.gguf
+- !!merge <<: *qwen25
+  name: "simplescaling_s1.1-32b"
+  urls:
+    - https://huggingface.co/simplescaling/s1.1-32B
+    - https://huggingface.co/bartowski/simplescaling_s1.1-32B-GGUF
+  description: |
+    s1.1 is our sucessor of s1 with better reasoning performance by leveraging reasoning traces from r1 instead of Gemini. This model is a successor of s1-32B with slightly better performance. Thanks to Ryan Marten for helping generate r1 traces for s1K.
+  overrides:
+    parameters:
+      model: simplescaling_s1.1-32B-Q4_K_M.gguf
+  files:
+    - filename: simplescaling_s1.1-32B-Q4_K_M.gguf
+      sha256: 6ce3cbfcca8ab50a6e877e6bdfc6538c54e1d9a7e5cc81a9930d5d056a9db4e8
+      uri: huggingface://bartowski/simplescaling_s1.1-32B-GGUF/simplescaling_s1.1-32B-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From 5b133a640bba417b9c05b97e805d431d6852762a Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Wed, 12 Feb 2025 11:05:51 +0100
Subject: [PATCH 191/679] chore(model gallery): add
 theskullery_l3.3-exp-unnamed-model-70b-v0.5 (#4813)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index eadc4dc9..2bb2c55f 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -576,6 +576,20 @@
     - filename: Nohobby_L3.3-Prikol-70B-v0.5-Q4_K_M.gguf
       sha256: 36f29015f1f420f51569603445a3ea5fe72e3651c2022ef064086f5617578fe6
       uri: huggingface://bartowski/Nohobby_L3.3-Prikol-70B-v0.5-GGUF/Nohobby_L3.3-Prikol-70B-v0.5-Q4_K_M.gguf
+- !!merge <<: *llama33
+  name: "theskullery_l3.3-exp-unnamed-model-70b-v0.5"
+  urls:
+    - https://huggingface.co/TheSkullery/L3.3-exp-unnamed-model-70b-v0.5
+    - https://huggingface.co/bartowski/TheSkullery_L3.3-exp-unnamed-model-70b-v0.5-GGUF
+  description: |
+     No description available for this model
+  overrides:
+    parameters:
+      model: TheSkullery_L3.3-exp-unnamed-model-70b-v0.5-Q4_K_M.gguf
+  files:
+    - filename: TheSkullery_L3.3-exp-unnamed-model-70b-v0.5-Q4_K_M.gguf
+      sha256: b8f7a0bcbccf79507ee28c8f6ca4e88625d9aa17f92deb12635775fb2eb42a2a
+      uri: huggingface://bartowski/TheSkullery_L3.3-exp-unnamed-model-70b-v0.5-GGUF/TheSkullery_L3.3-exp-unnamed-model-70b-v0.5-Q4_K_M.gguf
 - &rwkv
   url: "github:mudler/LocalAI/gallery/rwkv.yaml@master"
   name: "rwkv-6-world-7b"

From bf44319d0d4acc4714d3e51a7688a805b5809d6a Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Wed, 12 Feb 2025 23:41:53 +0100
Subject: [PATCH 192/679] chore: :arrow_up: Update ggerganov/llama.cpp to
 `0fb77f821f6e70ad8b8247a97d1022f0fef78991` (#4814)

:arrow_up: Update ggerganov/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 3b320524..20fd4cdb 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=90e4dba461b07e635fd1daf3b491c978c7dd0013
+CPPLLAMA_VERSION?=0fb77f821f6e70ad8b8247a97d1022f0fef78991
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From f3c27e0381d24e8bb8dc24e876780c6865eb7233 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 13 Feb 2025 09:33:40 +0100
Subject: [PATCH 193/679] chore(model gallery): add nvidia_aceinstruct-1.5b
 (#4819)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 2bb2c55f..29a30177 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -3717,6 +3717,21 @@
     - filename: simplescaling_s1.1-32B-Q4_K_M.gguf
       sha256: 6ce3cbfcca8ab50a6e877e6bdfc6538c54e1d9a7e5cc81a9930d5d056a9db4e8
       uri: huggingface://bartowski/simplescaling_s1.1-32B-GGUF/simplescaling_s1.1-32B-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "nvidia_aceinstruct-1.5b"
+  icon: https://cdn-avatars.huggingface.co/v1/production/uploads/1613114437487-60262a8e0703121c822a80b6.png
+  urls:
+    - https://huggingface.co/nvidia/AceInstruct-1.5B
+    - https://huggingface.co/bartowski/nvidia_AceInstruct-1.5B-GGUF
+  description: |
+    We introduce AceInstruct, a family of advanced SFT models for coding, mathematics, and general-purpose tasks. The AceInstruct family, which includes AceInstruct-1.5B, 7B, and 72B, is Improved using Qwen. These models are fine-tuned on Qwen2.5-Base using general SFT datasets. These same datasets are also used in the training of AceMath-Instruct. Different from AceMath-Instruct which is specialized for math questions, AceInstruct is versatile and can be applied to a wide range of domains. Benchmark evaluations across coding, mathematics, and general knowledge tasks demonstrate that AceInstruct delivers performance comparable to Qwen2.5-Instruct.
+  overrides:
+    parameters:
+      model: nvidia_AceInstruct-1.5B-Q4_K_M.gguf
+  files:
+    - filename: nvidia_AceInstruct-1.5B-Q4_K_M.gguf
+      sha256: 103b7fa617d2b3c2d6e168a878b9b5e3710d19d178bf4b890acf0fac2abafadb
+      uri: huggingface://bartowski/nvidia_AceInstruct-1.5B-GGUF/nvidia_AceInstruct-1.5B-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From e694764065a3413a7944c0a156e3f25ba35b692d Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 13 Feb 2025 09:44:53 +0100
Subject: [PATCH 194/679] chore(model gallery): add nvidia_aceinstruct-7b
 (#4821)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 29a30177..a8780c82 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -3732,6 +3732,21 @@
     - filename: nvidia_AceInstruct-1.5B-Q4_K_M.gguf
       sha256: 103b7fa617d2b3c2d6e168a878b9b5e3710d19d178bf4b890acf0fac2abafadb
       uri: huggingface://bartowski/nvidia_AceInstruct-1.5B-GGUF/nvidia_AceInstruct-1.5B-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "nvidia_aceinstruct-7b"
+  icon: https://cdn-avatars.huggingface.co/v1/production/uploads/1613114437487-60262a8e0703121c822a80b6.png
+  urls:
+    - https://huggingface.co/nvidia/AceInstruct-7B
+    - https://huggingface.co/bartowski/nvidia_AceInstruct-7B-GGUF
+  description: |
+    We introduce AceInstruct, a family of advanced SFT models for coding, mathematics, and general-purpose tasks. The AceInstruct family, which includes AceInstruct-1.5B, 7B, and 72B, is Improved using Qwen. These models are fine-tuned on Qwen2.5-Base using general SFT datasets. These same datasets are also used in the training of AceMath-Instruct. Different from AceMath-Instruct which is specialized for math questions, AceInstruct is versatile and can be applied to a wide range of domains. Benchmark evaluations across coding, mathematics, and general knowledge tasks demonstrate that AceInstruct delivers performance comparable to Qwen2.5-Instruct.
+  overrides:
+    parameters:
+      model: nvidia_AceInstruct-7B-Q4_K_M.gguf
+  files:
+    - filename: nvidia_AceInstruct-7B-Q4_K_M.gguf
+      sha256: 94e262e0d82d39fa36c4278b2a4b4fa7e93bfaa7cca33283fb9ee006bac02a8a
+      uri: huggingface://bartowski/nvidia_AceInstruct-7B-GGUF/nvidia_AceInstruct-7B-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From af0b4ff23795d2183eb83727295ab091f3c55579 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 13 Feb 2025 09:58:19 +0100
Subject: [PATCH 195/679] chore(ci): update labels

Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
---
 .github/labeler.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/labeler.yml b/.github/labeler.yml
index 7be4dec9..ce4b0290 100644
--- a/.github/labeler.yml
+++ b/.github/labeler.yml
@@ -1,4 +1,4 @@
-enhancements:
+enhancement:
  - head-branch: ['^feature', 'feature']
 
 dependencies:

From 8670d480a6aeb771620acf0310c22f51edf74348 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 13 Feb 2025 09:58:34 +0100
Subject: [PATCH 196/679] chore(model gallery): add nvidia_aceinstruct-72b
 (#4822)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index a8780c82..a6f804eb 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -3747,6 +3747,21 @@
     - filename: nvidia_AceInstruct-7B-Q4_K_M.gguf
       sha256: 94e262e0d82d39fa36c4278b2a4b4fa7e93bfaa7cca33283fb9ee006bac02a8a
       uri: huggingface://bartowski/nvidia_AceInstruct-7B-GGUF/nvidia_AceInstruct-7B-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "nvidia_aceinstruct-72b"
+  icon: https://cdn-avatars.huggingface.co/v1/production/uploads/1613114437487-60262a8e0703121c822a80b6.png
+  urls:
+    - https://huggingface.co/nvidia/AceInstruct-72B
+    - https://huggingface.co/bartowski/nvidia_AceInstruct-72B-GGUF
+  description: |
+    We introduce AceInstruct, a family of advanced SFT models for coding, mathematics, and general-purpose tasks. The AceInstruct family, which includes AceInstruct-1.5B, 7B, and 72B, is Improved using Qwen. These models are fine-tuned on Qwen2.5-Base using general SFT datasets. These same datasets are also used in the training of AceMath-Instruct. Different from AceMath-Instruct which is specialized for math questions, AceInstruct is versatile and can be applied to a wide range of domains. Benchmark evaluations across coding, mathematics, and general knowledge tasks demonstrate that AceInstruct delivers performance comparable to Qwen2.5-Instruct.
+  overrides:
+    parameters:
+      model: nvidia_AceInstruct-72B-Q4_K_M.gguf
+  files:
+    - filename: nvidia_AceInstruct-72B-Q4_K_M.gguf
+      sha256: c8452b2d6c33693d5fd1b5f3aa476451fbd4e78c9621b9baf39ad1a3f2b91503
+      uri: huggingface://bartowski/nvidia_AceInstruct-72B-GGUF/nvidia_AceInstruct-72B-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From 2ac4a86bb4eb29e19bb0243b01d66f4779d7e58d Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Thu, 13 Feb 2025 22:49:57 +0100
Subject: [PATCH 197/679] chore: :arrow_up: Update ggerganov/llama.cpp to
 `8a8c4ceb6050bd9392609114ca56ae6d26f5b8f5` (#4825)

:arrow_up: Update ggerganov/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 20fd4cdb..dc9ed6c6 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=0fb77f821f6e70ad8b8247a97d1022f0fef78991
+CPPLLAMA_VERSION?=8a8c4ceb6050bd9392609114ca56ae6d26f5b8f5
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From a715fe588d2397e44f63565f7ffca8af3affffcd Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 14 Feb 2025 11:57:14 +0100
Subject: [PATCH 198/679] chore(model gallery): add
 sicariussicariistuff_phi-lthy4 (#4826)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 21 +++++++++++++++++++++
 1 file changed, 21 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index a6f804eb..5818c6e8 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -73,6 +73,27 @@
     - filename: localai-functioncall-phi-4-v0.1-q4_k_m.gguf
       uri: huggingface://mudler/LocalAI-functioncall-phi-4-v0.1-Q4_K_M-GGUF/localai-functioncall-phi-4-v0.1-q4_k_m.gguf
       sha256: 0ae4e5e4ba89c16c1e810285c5c8b84416fa67f8ed7c175aa0b6fc0a103017aa
+- !!merge <<: *phi4
+  name: "sicariussicariistuff_phi-lthy4"
+  url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
+  icon: https://huggingface.co/SicariusSicariiStuff/Phi-lthy4/resolve/main/Images/Phi-Lthy4.png
+  urls:
+    - https://huggingface.co/SicariusSicariiStuff/Phi-lthy4
+    - https://huggingface.co/bartowski/SicariusSicariiStuff_Phi-lthy4-GGUF
+  description: |
+    - The BEST Phi-4 Roleplay finetune in the world (Not that much of an achievement here, Phi roleplay  finetunes can probably be counted on a single hand).
+    - Compact size & fully healed from the brain surgery Only 11.9B parameters. Phi-4 wasn't that hard to run even at 14B, now with even fewer brain cells, your new phone could probably run it easily. (SD8Gen3 and above recommended).
+    - Strong Roleplay & Creative writing abilities. This really surprised me. Actually good.
+    Writes and roleplays quite uniquely, probably because of lack of RP\writing slop in the pretrain. Who would have thought?
+    - Smart assistant with low refusals - It kept some of the smarts, and our little Phi-Lthy here will be quite eager to answer your naughty questions.
+    - Quite good at following the character card. Finally, it puts its math brain to some productive tasks. Gooner technology is becoming more popular by the day.
+  overrides:
+    parameters:
+      model: SicariusSicariiStuff_Phi-lthy4-Q4_K_M.gguf
+  files:
+    - filename: SicariusSicariiStuff_Phi-lthy4-Q4_K_M.gguf
+      sha256: a5004b2d0f3eb869f07285f53ec283aa383063085987113d2a41cb54708fb5ad
+      uri: huggingface://bartowski/SicariusSicariiStuff_Phi-lthy4-GGUF/SicariusSicariiStuff_Phi-lthy4-Q4_K_M.gguf
 - &falcon3
   name: "falcon3-1b-instruct"
   url: "github:mudler/LocalAI/gallery/falcon3.yaml@master"

From d96addfa9dfc197d4e29c97368f1b30dc736ee45 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 14 Feb 2025 12:03:46 +0100
Subject: [PATCH 199/679] chore(model gallery): add
 open-thoughts_openthinker-32b (#4827)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 19 +++++++++++++++++++
 1 file changed, 19 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 5818c6e8..1e7bb4e3 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -3783,6 +3783,25 @@
     - filename: nvidia_AceInstruct-72B-Q4_K_M.gguf
       sha256: c8452b2d6c33693d5fd1b5f3aa476451fbd4e78c9621b9baf39ad1a3f2b91503
       uri: huggingface://bartowski/nvidia_AceInstruct-72B-GGUF/nvidia_AceInstruct-72B-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "open-thoughts_openthinker-32b"
+  icon: https://huggingface.co/datasets/open-thoughts/open-thoughts-114k/resolve/main/open_thoughts.png
+  urls:
+    - https://huggingface.co/open-thoughts/OpenThinker-32B
+    - https://huggingface.co/bartowski/open-thoughts_OpenThinker-32B-GGUF
+  description: |
+    This model is a fine-tuned version of Qwen/Qwen2.5-32B-Instruct on the OpenThoughts-114k dataset.
+
+    The dataset is derived by distilling DeepSeek-R1 using the data pipeline available on github. More info about the dataset can be found on the dataset card at OpenThoughts-114k dataset.
+
+    The numbers reported in the table below are evaluated with our open-source tool Evalchemy.
+  overrides:
+    parameters:
+      model: open-thoughts_OpenThinker-32B-Q4_K_M.gguf
+  files:
+    - filename: open-thoughts_OpenThinker-32B-Q4_K_M.gguf
+      sha256: 6795de6e7025e4a77042232908fe7be304b6b6b465c5feb71ba6861f37038aaf
+      uri: huggingface://bartowski/open-thoughts_OpenThinker-32B-GGUF/open-thoughts_OpenThinker-32B-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From 83202cae545c6f13ea0881a68ff94d3a7f7bd903 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 14 Feb 2025 12:25:00 +0100
Subject: [PATCH 200/679] chore(model gallery): add
 nousresearch_deephermes-3-llama-3-8b-preview (#4828)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/deephermes.yaml | 59 +++++++++++++++++++++++++++++++++++++++++
 gallery/index.yaml      | 24 +++++++++++++++++
 2 files changed, 83 insertions(+)
 create mode 100644 gallery/deephermes.yaml

diff --git a/gallery/deephermes.yaml b/gallery/deephermes.yaml
new file mode 100644
index 00000000..510ef5a0
--- /dev/null
+++ b/gallery/deephermes.yaml
@@ -0,0 +1,59 @@
+---
+name: "deephermes"
+
+config_file: |
+  mmap: true
+  context_size: 8192
+  stopwords:
+  - "<|im_end|>"
+  - "<dummy32000>"
+  - "<|eot_id|>"
+  - "<|end_of_text|>"
+  function:
+    disable_no_action: true
+    grammar:
+      triggers:
+        word: "<tool_call>"
+        at_start: false
+  template:
+    chat_message: |
+      <|start_header_id|>{{if eq .RoleName "assistant"}}assistant{{else if eq .RoleName "system"}}system{{else if eq .RoleName "tool"}}tool{{else if eq .RoleName "user"}}user{{end}}<|end_header_id|>
+
+      {{ if .FunctionCall -}}
+      <tool_call>
+      {{ else if eq .RoleName "tool" -}}
+      <tool_response>
+      {{ end -}}
+      {{ if .Content -}}
+      {{.Content -}}
+      </tool_response>
+      {{ else if .FunctionCall -}}
+      {{ toJson .FunctionCall -}}
+      </tool_call>
+      {{ end -}}
+      <|eot_id|>
+    function: |
+      <|start_header_id|>system<|end_header_id|>
+
+      You are a function calling AI model. You are provided with function signatures within <tools></tools> XML tags. You may call one or more functions to assist with the user query. Don't make assumptions about what values to plug into functions.
+
+      Here are the available tools:
+      <tools>
+      {{range .Functions}}
+      {{toJson .}}
+      {{end}}
+      </tools>
+
+      Use the following pydantic model json schema for each tool call you will make: {"properties": {"arguments": {"title": "Arguments", "type": "object"}, "name": {"title": "Name", "type": "string"}}, "required": ["arguments", "name"], "title": "FunctionCall", "type": "object"}
+
+      For each function call return a json object with function name and arguments within <tool_call></tool_call> XML tags as follows:
+
+      <tool_call>
+      {"arguments": <args-dict>, "name": <function-name>}
+      </tool_call><|eot_id|>{{.Input }}
+      <|start_header_id|>assistant<|end_header_id|>
+    chat: |
+      {{.Input }}
+      <|start_header_id|>assistant<|end_header_id|>
+    completion: |
+      {{.Input}}
diff --git a/gallery/index.yaml b/gallery/index.yaml
index 1e7bb4e3..2959b0a9 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -5744,6 +5744,30 @@
     - filename: ilsp_Llama-Krikri-8B-Instruct-Q4_K_M.gguf
       sha256: 0ae3a259f03ed79ba634a99ee3bfc672d785b5594b2f71053ed8cb760098abb6
       uri: huggingface://bartowski/ilsp_Llama-Krikri-8B-Instruct-GGUF/ilsp_Llama-Krikri-8B-Instruct-Q4_K_M.gguf
+- !!merge <<: *llama31
+  name: "nousresearch_deephermes-3-llama-3-8b-preview"
+  url: "github:mudler/LocalAI/gallery/deephermes.yaml@master"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/6317aade83d8d2fd903192d9/9fxlaDxteqe3SasZ7_06_.jpeg
+  urls:
+    - https://huggingface.co/NousResearch/DeepHermes-3-Llama-3-8B-Preview
+    - https://huggingface.co/bartowski/NousResearch_DeepHermes-3-Llama-3-8B-Preview-GGUF
+  description: |
+    DeepHermes 3 Preview is the latest version of our flagship Hermes series of LLMs by Nous Research, and one of the first models in the world to unify Reasoning (long chains of thought that improve answer accuracy) and normal LLM response modes into one model. We have also improved LLM annotation, judgement, and function calling.
+
+    DeepHermes 3 Preview is one of the first LLM models to unify both "intuitive", traditional mode responses and long chain of thought reasoning responses into a single model, toggled by a system prompt.
+
+    Hermes 3, the predecessor of DeepHermes 3, is a generalist language model with many improvements over Hermes 2, including advanced agentic capabilities, much better roleplaying, reasoning, multi-turn conversation, long context coherence, and improvements across the board.
+
+    The ethos of the Hermes series of models is focused on aligning LLMs to the user, with powerful steering capabilities and control given to the end user.
+
+    This is a preview Hermes with early reasoning capabilities, distilled from R1 across a variety of tasks that benefit from reasoning and objectivity. Some quirks may be discovered! Please let us know any interesting findings or issues you discover!
+  overrides:
+    parameters:
+      model: NousResearch_DeepHermes-3-Llama-3-8B-Preview-Q4_K_M.gguf
+  files:
+    - filename: NousResearch_DeepHermes-3-Llama-3-8B-Preview-Q4_K_M.gguf
+      sha256: de36671bcfc78636dc3c1be4b702198c9d9e0b8abe22dc644e4da332b31b325f
+      uri: huggingface://bartowski/NousResearch_DeepHermes-3-Llama-3-8B-Preview-GGUF/NousResearch_DeepHermes-3-Llama-3-8B-Preview-Q4_K_M.gguf
 - &deepseek
   url: "github:mudler/LocalAI/gallery/deepseek.yaml@master" ## Deepseek
   name: "deepseek-coder-v2-lite-instruct"

From 9e32fda30438c4b1e3d2b0cad7fc2efd75610fb9 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 14 Feb 2025 14:55:03 +0100
Subject: [PATCH 201/679] fix(llama.cpp): improve context shift handling
 (#4820)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 backend/cpp/llama/grpc-server.cpp | 18 +++++++++++++-----
 1 file changed, 13 insertions(+), 5 deletions(-)

diff --git a/backend/cpp/llama/grpc-server.cpp b/backend/cpp/llama/grpc-server.cpp
index 4daf84c6..69a09c74 100644
--- a/backend/cpp/llama/grpc-server.cpp
+++ b/backend/cpp/llama/grpc-server.cpp
@@ -1155,6 +1155,14 @@ struct llama_server_context
             slot.has_next_token = false;
         }
 
+        if (slot.n_past >= slot.n_ctx) {
+            slot.truncated      = true;
+            slot.stopped_limit = true;
+            slot.has_next_token = false;
+
+            LOG_VERBOSE("stopped due to running out of context capacity", {});
+        }
+
         if (result.tok == llama_vocab_eos(vocab) || llama_vocab_is_eog(vocab, result.tok))
         {
             slot.stopped_eos = true;
@@ -1627,17 +1635,17 @@ struct llama_server_context
             {
                 if (slot.is_processing() && system_tokens.size() + slot.cache_tokens.size() >= (size_t) slot.n_ctx)
                 {
+                    // this check is redundant (for good)
+                    // we should never get here, because generation should already stopped in process_token()
+
                     // START LOCALAI changes
                     // Temporary disable context-shifting as it can lead to infinite loops (issue: https://github.com/ggerganov/llama.cpp/issues/3969)
                     // See: https://github.com/mudler/LocalAI/issues/1333
                     // Context is exhausted, release the slot
                     slot.release();
                     send_final_response(slot);
-                    slot.cache_tokens.clear();
-                    slot.n_past = 0;
-                    slot.truncated = false;
-                    slot.has_next_token = true;
-                    LOG("Context exhausted. Slot %d released (%d tokens in cache)\n", slot.id, (int) slot.cache_tokens.size());
+                    slot.has_next_token = false;
+                    LOG_ERROR("context is exhausted, release the slot", {});
 
                     continue;
                     // END LOCALAI changes

From 5313e660f63fe2a455a824689bbe88e05b558422 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Fri, 14 Feb 2025 22:51:49 +0100
Subject: [PATCH 202/679] chore: :arrow_up: Update ggerganov/llama.cpp to
 `300907b2110cc17b4337334dc397e05de2d8f5e0` (#4829)

:arrow_up: Update ggerganov/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index dc9ed6c6..b8854eaf 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=8a8c4ceb6050bd9392609114ca56ae6d26f5b8f5
+CPPLLAMA_VERSION?=300907b2110cc17b4337334dc397e05de2d8f5e0
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 061e7c4eaef44678b721adccda028c837870aee3 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 15 Feb 2025 10:58:27 +0100
Subject: [PATCH 203/679] chore(model gallery): add
 rombo-org_rombo-llm-v3.0-qwen-32b (#4830)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 2959b0a9..c465a037 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -3802,6 +3802,20 @@
     - filename: open-thoughts_OpenThinker-32B-Q4_K_M.gguf
       sha256: 6795de6e7025e4a77042232908fe7be304b6b6b465c5feb71ba6861f37038aaf
       uri: huggingface://bartowski/open-thoughts_OpenThinker-32B-GGUF/open-thoughts_OpenThinker-32B-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "rombo-org_rombo-llm-v3.0-qwen-32b"
+  urls:
+    - https://huggingface.co/Rombo-Org/Rombo-LLM-V3.0-Qwen-32b
+    - https://huggingface.co/bartowski/Rombo-Org_Rombo-LLM-V3.0-Qwen-32b-GGUF
+  description: |
+    Rombo-LLM-V3.0-Qwen-32b is a Continued Finetune model on top of the previous V2.5 version using the "NovaSky-AI/Sky-T1_data_17k" dataset. The resulting model was then merged backed into the base model for higher performance as written in the continuous finetuning technique bellow. This model is a good general purpose model, however it excells at coding and math.
+  overrides:
+    parameters:
+      model: Rombo-Org_Rombo-LLM-V3.0-Qwen-32b-Q4_K_M.gguf
+  files:
+    - filename: Rombo-Org_Rombo-LLM-V3.0-Qwen-32b-Q4_K_M.gguf
+      sha256: 1d214d46721aba2bb2a5778c108c4707b5dd7dbc5751158734c67af271532fb5
+      uri: huggingface://bartowski/Rombo-Org_Rombo-LLM-V3.0-Qwen-32b-GGUF/Rombo-Org_Rombo-LLM-V3.0-Qwen-32b-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From 1977c7f1900e96507d20d6b96c5588c9c708f7bc Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 15 Feb 2025 17:21:30 +0100
Subject: [PATCH 204/679] chore(model gallery): add pygmalionai_eleusis-12b
 (#4832)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 17 +++++++++++++++++
 1 file changed, 17 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index c465a037..4de989e5 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -7194,6 +7194,23 @@
     - filename: SicariusSicariiStuff_Redemption_Wind_24B-Q4_K_M.gguf
       sha256: 40025eb00d83c9e9393555962962a2dfc5251fe7bd70812835ff0bcc55ecc463
       uri: huggingface://bartowski/SicariusSicariiStuff_Redemption_Wind_24B-GGUF/SicariusSicariiStuff_Redemption_Wind_24B-Q4_K_M.gguf
+- !!merge <<: *mistral03
+  name: "pygmalionai_eleusis-12b"
+  url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
+  urls:
+    - https://huggingface.co/PygmalionAI/Eleusis-12B
+    - https://huggingface.co/bartowski/PygmalionAI_Eleusis-12B-GGUF
+  description: |
+    Alongside the release of Pygmalion-3, we present an additional roleplay model based on Mistral's Nemo Base named Eleusis, a unique model that has a distinct voice among its peers. Though it was meant to be a test run for further experiments, this model was received warmly to the point where we felt it was right to release it publicly.
+
+    We release the weights of Eleusis under the Apache 2.0 license, ensuring a free and open ecosystem for it to flourish under.
+  overrides:
+    parameters:
+      model: PygmalionAI_Eleusis-12B-Q4_K_M.gguf
+  files:
+    - filename: PygmalionAI_Eleusis-12B-Q4_K_M.gguf
+      sha256: 899091671ae483fc7c132512221ee6600984c936cd8c261becee696d00080701
+      uri: huggingface://bartowski/PygmalionAI_Eleusis-12B-GGUF/PygmalionAI_Eleusis-12B-Q4_K_M.gguf
 - &mudler
   url: "github:mudler/LocalAI/gallery/mudler.yaml@master" ### START mudler's LocalAI specific-models
   name: "LocalAI-llama3-8b-function-call-v0.2"

From cabe0f4993469aaa0edfd7fa1d96f3aa11644de6 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 15 Feb 2025 17:31:46 +0100
Subject: [PATCH 205/679] chore(model gallery): add
 davidbrowne17_llamathink-8b-instruct (#4833)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 4de989e5..62aa0573 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -5782,6 +5782,21 @@
     - filename: NousResearch_DeepHermes-3-Llama-3-8B-Preview-Q4_K_M.gguf
       sha256: de36671bcfc78636dc3c1be4b702198c9d9e0b8abe22dc644e4da332b31b325f
       uri: huggingface://bartowski/NousResearch_DeepHermes-3-Llama-3-8B-Preview-GGUF/NousResearch_DeepHermes-3-Llama-3-8B-Preview-Q4_K_M.gguf
+- !!merge <<: *llama31
+  name: "davidbrowne17_llamathink-8b-instruct"
+  icon: https://huggingface.co/DavidBrowne17/LlamaThink-8B-instruct/resolve/main/llamathinker.png
+  urls:
+    - https://huggingface.co/DavidBrowne17/LlamaThink-8B-instruct
+    - https://huggingface.co/bartowski/DavidBrowne17_LlamaThink-8B-instruct-GGUF
+  description: |
+    LlamaThink-8b-instruct is an instruction-tuned language model built on the LLaMA-3 architecture. It is optimized for generating thoughtful, structured responses using a unique dual-section output format.
+  overrides:
+    parameters:
+      model: DavidBrowne17_LlamaThink-8B-instruct-Q4_K_M.gguf
+  files:
+    - filename: DavidBrowne17_LlamaThink-8B-instruct-Q4_K_M.gguf
+      sha256: 6aea4e13f03347e03d6989c736a7ccab82582115eb072cacfeb7f0b645a8bec0
+      uri: huggingface://bartowski/DavidBrowne17_LlamaThink-8B-instruct-GGUF/DavidBrowne17_LlamaThink-8B-instruct-Q4_K_M.gguf
 - &deepseek
   url: "github:mudler/LocalAI/gallery/deepseek.yaml@master" ## Deepseek
   name: "deepseek-coder-v2-lite-instruct"

From 09941c0bfb9119bb01a04b2a0a16897ecf2cd087 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@localai.io>
Date: Sat, 15 Feb 2025 18:17:15 +0100
Subject: [PATCH 206/679] chore(docs): update license year

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 LICENSE                              | 2 +-
 core/http/views/partials/footer.html | 2 +-
 docs/config.toml                     | 2 +-
 3 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/LICENSE b/LICENSE
index 82df78b6..65ebf260 100644
--- a/LICENSE
+++ b/LICENSE
@@ -1,6 +1,6 @@
 MIT License
 
-Copyright (c) 2023-2024 Ettore Di Giacinto (mudler@localai.io)
+Copyright (c) 2023-2025 Ettore Di Giacinto (mudler@localai.io)
 
 Permission is hereby granted, free of charge, to any person obtaining a copy
 of this software and associated documentation files (the "Software"), to deal
diff --git a/core/http/views/partials/footer.html b/core/http/views/partials/footer.html
index 919861e3..77f7ff69 100644
--- a/core/http/views/partials/footer.html
+++ b/core/http/views/partials/footer.html
@@ -1,5 +1,5 @@
 <footer class="text-center py-8">
     LocalAI Version {{.Version}}<br>
-    <a href='https://github.com/mudler/LocalAI' class="text-blue-400 hover:text-blue-600" target="_blank">LocalAI</a> © 2023-2024 <a href='https://mudler.pm' class="text-blue-400 hover:text-blue-600" target="_blank">Ettore Di Giacinto</a>
+    <a href='https://github.com/mudler/LocalAI' class="text-blue-400 hover:text-blue-600" target="_blank">LocalAI</a> © 2023-2025 <a href='https://mudler.pm' class="text-blue-400 hover:text-blue-600" target="_blank">Ettore Di Giacinto</a>
 </footer>
 <script src="static/assets/tw-elements.js"></script>
diff --git a/docs/config.toml b/docs/config.toml
index 71d18ba4..52602750 100644
--- a/docs/config.toml
+++ b/docs/config.toml
@@ -36,7 +36,7 @@ defaultContentLanguage = 'en'
   mono_font       = "Fira Code" # Default is System font
 
     [params.footer]
-        copyright = "© 2023-2024 <a href='https://mudler.pm' target=_blank>Ettore Di Giacinto</a>"
+        copyright = "© 2023-2025 <a href='https://mudler.pm' target=_blank>Ettore Di Giacinto</a>"
         version = true # includes git commit info
 
     [params.social]

From 20119fc580dc988aa4fefcc4c7ac55b5603ef4e5 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Sat, 15 Feb 2025 23:45:11 +0100
Subject: [PATCH 207/679] docs: :arrow_up: update docs version mudler/LocalAI
 (#4834)

:arrow_up: Update docs version mudler/LocalAI

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 docs/data/version.json | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/data/version.json b/docs/data/version.json
index 0044f3a2..750c0c8f 100644
--- a/docs/data/version.json
+++ b/docs/data/version.json
@@ -1,3 +1,3 @@
 {
-  "version": "v2.25.0"
+  "version": "v2.26.0"
 }

From e84081769e95aadd302110e198267dc7475fdbc0 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@localai.io>
Date: Sun, 16 Feb 2025 09:20:07 +0100
Subject: [PATCH 208/679] chore(ci): cleanup before pulling images again

---
 .github/workflows/image_build.yml | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/.github/workflows/image_build.yml b/.github/workflows/image_build.yml
index 9ad612b6..a84af8d0 100644
--- a/.github/workflows/image_build.yml
+++ b/.github/workflows/image_build.yml
@@ -310,6 +310,11 @@ jobs:
           tags: ${{ steps.meta_aio_dockerhub.outputs.tags }}
           labels: ${{ steps.meta_aio_dockerhub.outputs.labels }}
 
+      - name: Cleanup
+        run: |
+          docker builder prune -f
+          docker system prune --force --volumes --all
+
       - name: Latest tag
         # run this on branches, when it is a tag and there is a latest-image defined
         if: github.event_name != 'pull_request' && inputs.latest-image != ''  && github.ref_type == 'tag'

From 27617a1b0643c4c8c822986013baa9d8cd325aa7 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 16 Feb 2025 09:23:26 +0100
Subject: [PATCH 209/679] chore(model gallery): add ozone-ai_0x-lite (#4835)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 62aa0573..50d47ef2 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -3816,6 +3816,20 @@
     - filename: Rombo-Org_Rombo-LLM-V3.0-Qwen-32b-Q4_K_M.gguf
       sha256: 1d214d46721aba2bb2a5778c108c4707b5dd7dbc5751158734c67af271532fb5
       uri: huggingface://bartowski/Rombo-Org_Rombo-LLM-V3.0-Qwen-32b-GGUF/Rombo-Org_Rombo-LLM-V3.0-Qwen-32b-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "ozone-ai_0x-lite"
+  urls:
+    - https://huggingface.co/ozone-ai/0x-lite
+    - https://huggingface.co/bartowski/ozone-ai_0x-lite-GGUF
+  description: |
+    0x Lite is a state-of-the-art language model developed by Ozone AI, designed to deliver ultra-high-quality text generation capabilities while maintaining a compact and efficient architecture. Built on the latest advancements in natural language processing, 0x Lite is optimized for both speed and accuracy, making it a strong contender in the space of language models. It is particularly well-suited for applications where resource constraints are a concern, offering a lightweight alternative to larger models like GPT while still delivering comparable performance.
+  overrides:
+    parameters:
+      model: ozone-ai_0x-lite-Q4_K_M.gguf
+  files:
+    - filename: ozone-ai_0x-lite-Q4_K_M.gguf
+      sha256: 7f163e72ead7522bd6774555a932e0a11f212d17cdc9442e2cfd1b017009f832
+      uri: huggingface://bartowski/ozone-ai_0x-lite-GGUF/ozone-ai_0x-lite-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From bbf30d416df2ff283bd30291e5eb2b676005b469 Mon Sep 17 00:00:00 2001
From: Bas Hulsken <bhulsken@hotmail.com>
Date: Mon, 17 Feb 2025 09:32:21 +0100
Subject: [PATCH 210/679] fix: change initialization order of llama-cpp-avx512
 to go before avx2 variant (#4837)

changed to initialization order of the avx512 version of llama.cpp, now tries before avx2

Signed-off-by: Bas Hulsken <bhulsken@hotmail.com>
---
 pkg/model/initializers.go | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/pkg/model/initializers.go b/pkg/model/initializers.go
index 8cda7fec..1a51eb2a 100644
--- a/pkg/model/initializers.go
+++ b/pkg/model/initializers.go
@@ -262,18 +262,18 @@ func selectGRPCProcessByHostCapabilities(backend, assetDir string, f16 bool) str
 	}
 
 	// IF we find any optimized binary, we use that
-	if xsysinfo.HasCPUCaps(cpuid.AVX2) {
-		p := backendPath(assetDir, LLamaCPPAVX2)
-		if _, err := os.Stat(p); err == nil {
-			log.Info().Msgf("[%s] attempting to load with AVX2 variant", backend)
-			selectedProcess = p
-		}
-	} else if xsysinfo.HasCPUCaps(cpuid.AVX512F) {
+	if xsysinfo.HasCPUCaps(cpuid.AVX512F) {
 		p := backendPath(assetDir, LLamaCPPAVX512)
 		if _, err := os.Stat(p); err == nil {
 			log.Info().Msgf("[%s] attempting to load with AVX512 variant", backend)
 			selectedProcess = p
 		}
+	} else if xsysinfo.HasCPUCaps(cpuid.AVX2) {
+		p := backendPath(assetDir, LLamaCPPAVX2)
+		if _, err := os.Stat(p); err == nil {
+			log.Info().Msgf("[%s] attempting to load with AVX2 variant", backend)
+			selectedProcess = p
+		}
 	} else if xsysinfo.HasCPUCaps(cpuid.AVX) {
 		p := backendPath(assetDir, LLamaCPPAVX)
 		if _, err := os.Stat(p); err == nil {

From c264ca542d35140fd006576449c59fc7bb1d41d3 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 17 Feb 2025 09:33:34 +0100
Subject: [PATCH 211/679] fix(ci): update repository for llama.cpp

Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
---
 .github/workflows/bump_deps.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/bump_deps.yaml b/.github/workflows/bump_deps.yaml
index 092110df..bd2de83d 100644
--- a/.github/workflows/bump_deps.yaml
+++ b/.github/workflows/bump_deps.yaml
@@ -9,7 +9,7 @@ jobs:
       fail-fast: false
       matrix:
         include:
-          - repository: "ggerganov/llama.cpp"
+          - repository: "ggml-org/llama.cpp"
             variable: "CPPLLAMA_VERSION"
             branch: "master"
           - repository: "ggerganov/whisper.cpp"

From 09c9f67a02b2d1b0eb0dd86fd080180d31f68545 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Mon, 17 Feb 2025 10:55:30 +0100
Subject: [PATCH 212/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `2eea03d86a2d132c8245468c26290ce07a27a8e8` (#4839)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index b8854eaf..7e4ba248 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=300907b2110cc17b4337334dc397e05de2d8f5e0
+CPPLLAMA_VERSION?=2eea03d86a2d132c8245468c26290ce07a27a8e8
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From f3ae94ca7013a75bcd1ea1323ce727e8907bee0e Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 17 Feb 2025 16:51:06 +0100
Subject: [PATCH 213/679] chore: update Image generation docs and examples
 (#4841)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 .../content/docs/features/image-generation.md | 123 +++++++-----------
 .../docs/reference/compatibility-table.md     |   9 +-
 gallery/index.yaml                            |  10 --
 gallery/stablediffusion.yaml                  |  49 -------
 4 files changed, 50 insertions(+), 141 deletions(-)
 delete mode 100644 gallery/stablediffusion.yaml

diff --git a/docs/content/docs/features/image-generation.md b/docs/content/docs/features/image-generation.md
index 864ea040..2360505c 100644
--- a/docs/content/docs/features/image-generation.md
+++ b/docs/content/docs/features/image-generation.md
@@ -38,98 +38,40 @@ curl http://localhost:8080/v1/images/generations -H "Content-Type: application/j
 
 ## Backends
 
-### stablediffusion-cpp
+### stablediffusion-ggml
 
-| mode=0                                                                                                                | mode=1 (winograd/sgemm)                                                                                                                |
-|------------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------|
-| ![test](https://github.com/go-skynet/LocalAI/assets/2420543/7145bdee-4134-45bb-84d4-f11cb08a5638)                      | ![b643343452981](https://github.com/go-skynet/LocalAI/assets/2420543/abf14de1-4f50-4715-aaa4-411d703a942a)          |
-| ![b6441997879](https://github.com/go-skynet/LocalAI/assets/2420543/d50af51c-51b7-4f39-b6c2-bf04c403894c)              | ![winograd2](https://github.com/go-skynet/LocalAI/assets/2420543/1935a69a-ecce-4afc-a099-1ac28cb649b3)                |
-| ![winograd](https://github.com/go-skynet/LocalAI/assets/2420543/1979a8c4-a70d-4602-95ed-642f382f6c6a)                | ![winograd3](https://github.com/go-skynet/LocalAI/assets/2420543/e6d184d4-5002-408f-b564-163986e1bdfb)                |
+This backend is based on [stable-diffusion.cpp](https://github.com/leejet/stable-diffusion.cpp). Every model supported by that backend is suppoerted indeed with LocalAI.
 
-Note: image generator supports images up to 512x512. You can use other tools however to upscale the image, for instance: https://github.com/upscayl/upscayl.
 
 #### Setup
 
-Note: In order to use the `images/generation` endpoint with the `stablediffusion` C++ backend, you need to build LocalAI with `GO_TAGS=stablediffusion`. If you are using the container images, it is already enabled.
-
-{{< tabs >}}
-{{% tab name="Prepare the model in runtime" %}}
-
-While the API is running, you can install the model by using the `/models/apply` endpoint and point it to the `stablediffusion` model in the [models-gallery](https://github.com/go-skynet/model-gallery#image-generation-stable-diffusion):
+There are already several models in the gallery that are available to install and get up and running with this backend, you can for example run flux by searching it in the Model gallery (`flux.1-dev-ggml`) or start LocalAI with `run`:
 
 ```bash
-curl http://localhost:8080/models/apply -H "Content-Type: application/json" -d '{
-  "url": "github:go-skynet/model-gallery/stablediffusion.yaml"
-}'
+local-ai run flux.1-dev-ggml
 ```
 
-{{% /tab %}}
-{{% tab name="Automatically prepare the model before start" %}}
-
-You can set the `PRELOAD_MODELS` environment variable:
-
-```bash
-PRELOAD_MODELS=[{"url": "github:go-skynet/model-gallery/stablediffusion.yaml"}]
-```
-
-or as arg:
-
-```bash
-local-ai --preload-models '[{"url": "github:go-skynet/model-gallery/stablediffusion.yaml"}]'
-```
-
-or in a YAML file:
-
-```bash
-local-ai --preload-models-config "/path/to/yaml"
-```
-
-YAML:
-
-```yaml
-- url: github:go-skynet/model-gallery/stablediffusion.yaml
-```
-
-{{% /tab %}}
-{{% tab name="Install manually" %}}
+To use a custom model, you can follow these steps:
 
 1. Create a model file `stablediffusion.yaml` in the models folder:
 
 ```yaml
 name: stablediffusion
-backend: stablediffusion
+backend: stablediffusion-ggml
 parameters:
-  model: stablediffusion_assets
+  model: gguf_model.gguf
+step: 25
+cfg_scale: 4.5
+options:
+- "clip_l_path:clip_l.safetensors"
+- "clip_g_path:clip_g.safetensors"
+- "t5xxl_path:t5xxl-Q5_0.gguf"
+- "sampler:euler"
 ```
 
-2. Create a `stablediffusion_assets` directory inside your `models` directory
-3. Download the ncnn assets from https://github.com/EdVince/Stable-Diffusion-NCNN#out-of-box and place them in `stablediffusion_assets`.
+2. Download the required assets to the `models` repository
+3. Start LocalAI
 
-The models directory should look like the following:
-
-```bash
-models
-├── stablediffusion_assets
-│   ├── AutoencoderKL-256-256-fp16-opt.param
-│   ├── AutoencoderKL-512-512-fp16-opt.param
-│   ├── AutoencoderKL-base-fp16.param
-│   ├── AutoencoderKL-encoder-512-512-fp16.bin
-│   ├── AutoencoderKL-fp16.bin
-│   ├── FrozenCLIPEmbedder-fp16.bin
-│   ├── FrozenCLIPEmbedder-fp16.param
-│   ├── log_sigmas.bin
-│   ├── tmp-AutoencoderKL-encoder-256-256-fp16.param
-│   ├── UNetModel-256-256-MHA-fp16-opt.param
-│   ├── UNetModel-512-512-MHA-fp16-opt.param
-│   ├── UNetModel-base-MHA-fp16.param
-│   ├── UNetModel-MHA-fp16.bin
-│   └── vocab.txt
-└── stablediffusion.yaml
-```
-
-{{% /tab %}}
-
-{{< /tabs >}}
 
 ### Diffusers
 
@@ -213,6 +155,9 @@ The following parameters are available in the configuration file:
 | `cfg_scale` | Configuration scale | `8` |
 | `clip_skip` | Clip skip | None |
 | `pipeline_type` | Pipeline type | `AutoPipelineForText2Image` |
+| `lora_adapters` | A list of lora adapters (file names relative to model directory) to apply | None |
+| `lora_scales` | A list of lora scales (floats) to apply | None |
+
 
 There are available several types of schedulers:
 
@@ -246,6 +191,36 @@ Pipelines types available:
 | `StableDiffusionDepth2ImgPipeline` | Stable diffusion depth to image pipeline |
 | `DiffusionPipeline` | Diffusion pipeline |
 | `StableDiffusionXLPipeline` | Stable diffusion XL pipeline |
+| `StableVideoDiffusionPipeline` | Stable video diffusion pipeline |
+| `AutoPipelineForText2Image` | Automatic detection pipeline for text to image |
+| `VideoDiffusionPipeline` | Video diffusion pipeline |
+| `StableDiffusion3Pipeline` | Stable diffusion 3 pipeline |
+| `FluxPipeline` | Flux pipeline |
+| `FluxTransformer2DModel` | Flux transformer 2D model |
+| `SanaPipeline` | Sana pipeline |
+
+##### Advanced: Additional parameters
+
+Additional arbitrarly parameters can be specified in the option field in key/value separated by `:`:
+
+```yaml
+name: animagine-xl
+# ...
+options:
+- "cfg_scale:6"
+```
+
+**Note**: There is no complete parameter list. Any parameter can be passed arbitrarly and is passed to the model directly as argument to the pipeline. Different pipelines/implementations support different parameters.
+
+The example above, will result in the following python code when generating images:
+
+```python
+pipe(
+    prompt="A cute baby sea otter", # Options passed via API
+    size="256x256", # Options passed via API
+    cfg_scale=6 # Additional parameter passed via configuration file
+)
+```
 
 #### Usage
 
diff --git a/docs/content/docs/reference/compatibility-table.md b/docs/content/docs/reference/compatibility-table.md
index d2f4d8ac..b7fefaac 100644
--- a/docs/content/docs/reference/compatibility-table.md
+++ b/docs/content/docs/reference/compatibility-table.md
@@ -17,27 +17,20 @@ LocalAI will attempt to automatically load models which are not explicitly confi
 | Backend and Bindings                                                             | Compatible models     | Completion/Chat endpoint | Capability | Embeddings support                | Token stream support | Acceleration |
 |----------------------------------------------------------------------------------|-----------------------|--------------------------|---------------------------|-----------------------------------|----------------------|--------------|
 | [llama.cpp]({{%relref "docs/features/text-generation#llama.cpp" %}})        | LLama, Mamba, RWKV, Falcon, Starcoder, GPT-2, [and many others](https://github.com/ggerganov/llama.cpp?tab=readme-ov-file#description) | yes                      | GPT and Functions                        | yes | yes                  | CUDA, openCL, cuBLAS, Metal |
-| [llama.cpp's ggml model (backward compatibility with old format, before GGUF)](https://github.com/ggerganov/llama.cpp) ([binding](https://github.com/go-skynet/go-llama.cpp))  | LLama, GPT-2, [and many others](https://github.com/ggerganov/llama.cpp?tab=readme-ov-file#description) | yes                      | GPT and Functions                        | yes | yes                  | CUDA, openCL, cuBLAS, Metal |
 | [whisper](https://github.com/ggerganov/whisper.cpp)         | whisper               | no                       | Audio                 | no                                | no                   | N/A |
-| [stablediffusion](https://github.com/EdVince/Stable-Diffusion-NCNN) ([binding](https://github.com/mudler/go-stable-diffusion))        | stablediffusion               | no                       | Image                 | no                                | no                   | N/A |
 | [langchain-huggingface](https://github.com/tmc/langchaingo)                                                                    | Any text generators available on HuggingFace through API | yes                      | GPT                        | no                                | no                   | N/A |
 | [piper](https://github.com/rhasspy/piper) ([binding](https://github.com/mudler/go-piper))                                                                     | Any piper onnx model | no                      | Text to voice                        | no                                | no                   | N/A |
 | [sentencetransformers](https://github.com/UKPLab/sentence-transformers) | BERT                   | no                       | Embeddings only                  | yes                               | no                   | N/A |
 | `bark`  | bark                   | no                       | Audio generation                  | no                               | no                   | yes |
 | `autogptq` | GPTQ                   | yes                       | GPT                  | yes                               | no                   | N/A |
-| `exllama`  | GPTQ                   | yes                       | GPT only                  | no                               | no                   | N/A |
 | `diffusers`  | SD,...                   | no                       | Image generation    | no                               | no                   | N/A |
-| `vall-e-x` | Vall-E    | no                       | Audio generation and Voice cloning    | no                               | no                   | CPU/CUDA |
 | `vllm` | Various GPTs and quantization formats | yes                      | GPT             | no | no                  | CPU/CUDA |
-| `mamba` | Mamba models architecture | yes                      | GPT             | no | no                  | CPU/CUDA |
 | `exllama2`  | GPTQ                   | yes                       | GPT only                  | no                               | no                   | N/A |
 | `transformers-musicgen`  |                    | no                       | Audio generation                | no                               | no                   | N/A |
 | stablediffusion               | no                       | Image                 | no                                | no                   | N/A |
 | `coqui` | Coqui    | no                       | Audio generation and Voice cloning    | no                               | no                   | CPU/CUDA |
-| `openvoice` | Open voice    | no                       | Audio generation and Voice cloning    | no                               | no                   | CPU/CUDA |
-| `parler-tts` | Open voice    | no                       | Audio generation and Voice cloning    | no                               | no                   | CPU/CUDA |
 | [rerankers](https://github.com/AnswerDotAI/rerankers) | Reranking API    | no                       | Reranking   | no                               | no                   | CPU/CUDA |
-| `transformers` | Various GPTs and quantization formats | yes                      | GPT, embeddings            | yes | yes*                  | CPU/CUDA/XPU |
+| `transformers` | Various GPTs and quantization formats  | yes                      | GPT, embeddings, Audio generation            | yes | yes*                  | CPU/CUDA/XPU |
 | [bark-cpp](https://github.com/PABannier/bark.cpp)        | bark               | no                       | Audio-Only                 | no                                | no                   | yes |
 | [stablediffusion-cpp](https://github.com/leejet/stable-diffusion.cpp)         | stablediffusion-1, stablediffusion-2, stablediffusion-3, flux, PhotoMaker               | no                       | Image                 | no                                | no                   | N/A |
 | [silero-vad](https://github.com/snakers4/silero-vad) with [Golang bindings](https://github.com/streamer45/silero-vad-go) | Silero VAD    | no                       | Voice Activity Detection    | no                               | no                   | CPU |
diff --git a/gallery/index.yaml b/gallery/index.yaml
index 50d47ef2..b8d6a66f 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -12340,16 +12340,6 @@
     embeddings: true
     parameters:
       model: llama-3.2-1b-instruct-q4_k_m.gguf
-## Stable Diffusion
-- url: github:mudler/LocalAI/gallery/stablediffusion.yaml@master
-  license: "BSD-3"
-  urls:
-    - https://github.com/EdVince/Stable-Diffusion-NCNN
-    - https://github.com/EdVince/Stable-Diffusion-NCNN/blob/main/LICENSE
-  description: |
-    Stable Diffusion in NCNN with c++, supported txt2img and img2img
-  name: stablediffusion-cpp
-  icon: https://avatars.githubusercontent.com/u/100950301
 - &piper
   url: github:mudler/LocalAI/gallery/piper.yaml@master ## Piper TTS
   name: voice-en-us-kathleen-low
diff --git a/gallery/stablediffusion.yaml b/gallery/stablediffusion.yaml
deleted file mode 100644
index f84de7f2..00000000
--- a/gallery/stablediffusion.yaml
+++ /dev/null
@@ -1,49 +0,0 @@
----
-name: "stablediffusion-cpp"
-
-config_file: |
-  name: stablediffusion-cpp
-  backend: stablediffusion
-  parameters:
-    model: stablediffusion_assets
-
-files:
-  - filename: "stablediffusion_assets/AutoencoderKL-256-256-fp16-opt.param"
-    sha256: "18ca4b66685e21406bcf64c484b3b680b4949900415536d599cc876579c85c82"
-    uri: "https://raw.githubusercontent.com/EdVince/Stable-Diffusion-NCNN/main/x86/linux/assets/AutoencoderKL-256-256-fp16-opt.param"
-  - filename: "stablediffusion_assets/AutoencoderKL-512-512-fp16-opt.param"
-    sha256: "cf45f63aacf3dbbab0f59ed92a6f2c14d9a1801314631cd3abe91e3c85639a20"
-    uri: "https://raw.githubusercontent.com/EdVince/Stable-Diffusion-NCNN/main/x86/linux/assets/AutoencoderKL-512-512-fp16-opt.param"
-  - filename: "stablediffusion_assets/AutoencoderKL-base-fp16.param"
-    sha256: "0254a056dce61b0c27dc9ec1b78b53bcf55315c540f55f051eb841aa992701ba"
-    uri: "https://raw.githubusercontent.com/EdVince/Stable-Diffusion-NCNN/main/x86/linux/assets/AutoencoderKL-base-fp16.param"
-  - filename: "stablediffusion_assets/AutoencoderKL-encoder-512-512-fp16.bin"
-    sha256: "ddcb79a9951b9f91e05e087739ed69da2c1c4ae30ba4168cce350b49d617c9fa"
-    uri: "https://github.com/EdVince/Stable-Diffusion-NCNN/releases/download/naifu/AutoencoderKL-encoder-512-512-fp16.bin"
-  - filename: "stablediffusion_assets/AutoencoderKL-fp16.bin"
-    sha256: "f02e71f80e70252734724bbfaed5c4ddd3a8ed7e61bb2175ff5f53099f0e35dd"
-    uri: "https://github.com/EdVince/Stable-Diffusion-NCNN/releases/download/naifu/AutoencoderKL-fp16.bin"
-  - filename: "stablediffusion_assets/FrozenCLIPEmbedder-fp16.bin"
-    sha256: "1c9a12f4e1dd1b295a388045f7f28a2352a4d70c3dc96a542189a3dd7051fdd6"
-    uri: "https://github.com/EdVince/Stable-Diffusion-NCNN/releases/download/naifu/FrozenCLIPEmbedder-fp16.bin"
-  - filename: "stablediffusion_assets/FrozenCLIPEmbedder-fp16.param"
-    sha256: "471afbe678dd1fd3fe764ef9c6eccaccb0a7d7e601f27b462aa926b20eb368c9"
-    uri: "https://raw.githubusercontent.com/EdVince/Stable-Diffusion-NCNN/main/x86/linux/assets/FrozenCLIPEmbedder-fp16.param"
-  - filename: "stablediffusion_assets/log_sigmas.bin"
-    sha256: "a2089f8aa4c61f9c200feaec541ab3f5c94233b28deb6d5e8bcd974fa79b68ac"
-    uri: "https://github.com/EdVince/Stable-Diffusion-NCNN/raw/main/x86/linux/assets/log_sigmas.bin"
-  - filename: "stablediffusion_assets/UNetModel-256-256-MHA-fp16-opt.param"
-    sha256: "a58c380229f09491776df837b7aa7adffc0a87821dc4708b34535da2e36e3da1"
-    uri: "https://raw.githubusercontent.com/EdVince/Stable-Diffusion-NCNN/main/x86/linux/assets/UNetModel-256-256-MHA-fp16-opt.param"
-  - filename: "stablediffusion_assets/UNetModel-512-512-MHA-fp16-opt.param"
-    sha256: "f12034067062827bd7f43d1d21888d1f03905401acf6c6eea22be23c259636fa"
-    uri: "https://raw.githubusercontent.com/EdVince/Stable-Diffusion-NCNN/main/x86/linux/assets/UNetModel-512-512-MHA-fp16-opt.param"
-  - filename: "stablediffusion_assets/UNetModel-base-MHA-fp16.param"
-    sha256: "696f6975de49f4325b53ce32aff81861a6d6c07cd9ce3f0aae2cc405350af38d"
-    uri: "https://raw.githubusercontent.com/EdVince/Stable-Diffusion-NCNN/main/x86/linux/assets/UNetModel-base-MHA-fp16.param"
-  - filename: "stablediffusion_assets/UNetModel-MHA-fp16.bin"
-    sha256: "d618918d011bfc1f644c0f2a33bf84931bd53b28a98492b0a8ed6f3a818852c3"
-    uri: "https://github.com/EdVince/Stable-Diffusion-NCNN/releases/download/naifu/UNetModel-MHA-fp16.bin"
-  - filename: "stablediffusion_assets/vocab.txt"
-    sha256: "e30e57b6f1e47616982ef898d8922be24e535b4fa3d0110477b3a6f02ebbae7d"
-    uri: "https://raw.githubusercontent.com/EdVince/Stable-Diffusion-NCNN/main/x86/linux/assets/vocab.txt"

From 6424f0666da6edc080be365078e9f9d83eb29c30 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 17 Feb 2025 16:51:22 +0100
Subject: [PATCH 214/679] chore(deps): Bump edgevpn to v0.30.1 (#4840)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 go.mod |  96 +++++++++---------
 go.sum | 310 +++++++++++++++++++--------------------------------------
 2 files changed, 147 insertions(+), 259 deletions(-)

diff --git a/go.mod b/go.mod
index 4b6ae5f9..856d41f5 100644
--- a/go.mod
+++ b/go.mod
@@ -1,6 +1,6 @@
 module github.com/mudler/LocalAI
 
-go 1.23
+go 1.23.0
 
 toolchain go1.23.1
 
@@ -18,7 +18,6 @@ require (
 	github.com/fsnotify/fsnotify v1.7.0
 	github.com/ggerganov/whisper.cpp/bindings/go v0.0.0-20240626202019-c118733a29ad
 	github.com/go-audio/wav v1.1.0
-	github.com/go-skynet/go-bert.cpp v0.0.0-20231028093757-710044b12454
 	github.com/go-skynet/go-llama.cpp v0.0.0-20240314183750-6a8041ef6b46
 	github.com/gofiber/fiber/v2 v2.52.5
 	github.com/gofiber/swagger v1.0.0
@@ -34,12 +33,12 @@ require (
 	github.com/jaypipes/ghw v0.12.0
 	github.com/joho/godotenv v1.5.1
 	github.com/klauspost/cpuid/v2 v2.2.9
-	github.com/libp2p/go-libp2p v0.38.1
+	github.com/libp2p/go-libp2p v0.39.1
 	github.com/mholt/archiver/v3 v3.5.1
 	github.com/microcosm-cc/bluemonday v1.0.26
-	github.com/mudler/edgevpn v0.29.0
+	github.com/mudler/edgevpn v0.30.1
 	github.com/mudler/go-processmanager v0.0.0-20240820160718-8b802d3ecf82
-	github.com/mudler/go-stable-diffusion v0.0.0-20240429204715-4a3cd6aeae6f
+	github.com/nikolalohinski/gonja/v2 v2.3.2
 	github.com/onsi/ginkgo/v2 v2.22.2
 	github.com/onsi/gomega v1.36.2
 	github.com/orcaman/writerseeker v0.0.0-20200621085525-1d3f536ff85e
@@ -58,13 +57,13 @@ require (
 	github.com/thxcode/gguf-parser-go v0.1.0
 	github.com/tmc/langchaingo v0.1.12
 	github.com/valyala/fasthttp v1.55.0
-	go.opentelemetry.io/otel v1.31.0
+	go.opentelemetry.io/otel v1.34.0
 	go.opentelemetry.io/otel/exporters/prometheus v0.50.0
-	go.opentelemetry.io/otel/metric v1.31.0
+	go.opentelemetry.io/otel/metric v1.34.0
 	go.opentelemetry.io/otel/sdk/metric v1.28.0
 	google.golang.org/api v0.180.0
 	google.golang.org/grpc v1.67.1
-	google.golang.org/protobuf v1.36.1
+	google.golang.org/protobuf v1.36.5
 	gopkg.in/yaml.v2 v2.4.0
 	gopkg.in/yaml.v3 v3.0.1
 	oras.land/oras-go/v2 v2.5.0
@@ -75,7 +74,6 @@ require (
 	cloud.google.com/go/auth v0.4.1 // indirect
 	cloud.google.com/go/auth/oauth2adapt v0.2.2 // indirect
 	cloud.google.com/go/compute/metadata v0.5.0 // indirect
-	github.com/cpuguy83/go-md2man/v2 v2.0.5 // indirect
 	github.com/dustin/go-humanize v1.0.1 // indirect
 	github.com/envoyproxy/protoc-gen-validate v1.1.0 // indirect
 	github.com/fasthttp/websocket v1.5.3 // indirect
@@ -86,40 +84,40 @@ require (
 	github.com/googleapis/enterprise-certificate-proxy v0.3.2 // indirect
 	github.com/googleapis/gax-go/v2 v2.12.4 // indirect
 	github.com/json-iterator/go v1.1.12 // indirect
-	github.com/labstack/echo/v4 v4.13.3 // indirect
-	github.com/labstack/gommon v0.4.2 // indirect
 	github.com/moby/docker-image-spec v1.3.1 // indirect
 	github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect
 	github.com/modern-go/reflect2 v1.0.2 // indirect
 	github.com/munnerz/goautoneg v0.0.0-20191010083416-a7dc8b61c822 // indirect
-	github.com/nikolalohinski/gonja/v2 v2.3.2 // indirect
 	github.com/pion/datachannel v1.5.10 // indirect
 	github.com/pion/dtls/v2 v2.2.12 // indirect
+	github.com/pion/dtls/v3 v3.0.4 // indirect
 	github.com/pion/ice/v2 v2.3.37 // indirect
+	github.com/pion/ice/v4 v4.0.6 // indirect
 	github.com/pion/interceptor v0.1.37 // indirect
-	github.com/pion/logging v0.2.2 // indirect
+	github.com/pion/logging v0.2.3 // indirect
 	github.com/pion/mdns v0.0.12 // indirect
+	github.com/pion/mdns/v2 v2.0.7 // indirect
 	github.com/pion/randutil v0.1.0 // indirect
 	github.com/pion/rtcp v1.2.15 // indirect
-	github.com/pion/rtp v1.8.10 // indirect
+	github.com/pion/rtp v1.8.11 // indirect
 	github.com/pion/sctp v1.8.35 // indirect
-	github.com/pion/sdp/v3 v3.0.9 // indirect
-	github.com/pion/srtp/v2 v2.0.20 // indirect
+	github.com/pion/sdp/v3 v3.0.10 // indirect
+	github.com/pion/srtp/v3 v3.0.4 // indirect
 	github.com/pion/stun v0.6.1 // indirect
+	github.com/pion/stun/v3 v3.0.0 // indirect
 	github.com/pion/transport/v2 v2.2.10 // indirect
 	github.com/pion/transport/v3 v3.0.7 // indirect
 	github.com/pion/turn/v2 v2.1.6 // indirect
-	github.com/pion/webrtc/v3 v3.3.5 // indirect
-	github.com/russross/blackfriday/v2 v2.1.0 // indirect
+	github.com/pion/turn/v4 v4.0.0 // indirect
+	github.com/pion/webrtc/v4 v4.0.9 // indirect
 	github.com/savsgio/gotils v0.0.0-20230208104028-c358bd845dee // indirect
 	github.com/shirou/gopsutil/v4 v4.24.7 // indirect
-	github.com/urfave/cli/v2 v2.27.5 // indirect
-	github.com/valyala/fasttemplate v1.2.2 // indirect
 	github.com/wlynxg/anet v0.0.5 // indirect
-	github.com/xrash/smetrics v0.0.0-20240521201337-686a1a2994c1 // indirect
+	go.opentelemetry.io/auto/sdk v1.1.0 // indirect
 	go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.56.0 // indirect
 	go.uber.org/mock v0.5.0 // indirect
 	golang.org/x/oauth2 v0.24.0 // indirect
+	golang.org/x/time v0.8.0 // indirect
 	google.golang.org/genproto/googleapis/api v0.0.0-20241007155032-5fefd90f89a9 // indirect
 )
 
@@ -179,10 +177,10 @@ require (
 	github.com/gogo/protobuf v1.3.2 // indirect
 	github.com/golang/groupcache v0.0.0-20210331224755-41bb18bfe9da // indirect
 	github.com/golang/snappy v0.0.4 // indirect
-	github.com/google/btree v1.1.2 // indirect
+	github.com/google/btree v1.1.3 // indirect
 	github.com/google/go-cmp v0.6.0 // indirect
 	github.com/google/gopacket v1.1.19 // indirect
-	github.com/google/pprof v0.0.0-20241210010833-40e02aabc2ad // indirect
+	github.com/google/pprof v0.0.0-20250208200701-d0013a598941 // indirect
 	github.com/google/shlex v0.0.0-20191202100458-e7afc7fbc510 // indirect
 	github.com/gorilla/css v1.0.1 // indirect
 	github.com/gorilla/websocket v1.5.3 // indirect
@@ -193,8 +191,8 @@ require (
 	github.com/henvic/httpretty v0.1.3 // indirect
 	github.com/huandu/xstrings v1.5.0 // indirect
 	github.com/huin/goupnp v1.3.0 // indirect
-	github.com/ipfs/boxo v0.24.3 // indirect
-	github.com/ipfs/go-cid v0.4.1 // indirect
+	github.com/ipfs/boxo v0.27.4 // indirect
+	github.com/ipfs/go-cid v0.5.0 // indirect
 	github.com/ipfs/go-datastore v0.6.0 // indirect
 	github.com/ipfs/go-log/v2 v2.5.1 // indirect
 	github.com/ipld/go-ipld-prime v0.21.0 // indirect
@@ -205,30 +203,30 @@ require (
 	github.com/josharian/intern v1.0.0 // indirect
 	github.com/klauspost/compress v1.17.11 // indirect
 	github.com/klauspost/pgzip v1.2.5 // indirect
-	github.com/koron/go-ssdp v0.0.4 // indirect
+	github.com/koron/go-ssdp v0.0.5 // indirect
 	github.com/libp2p/go-buffer-pool v0.1.0 // indirect
 	github.com/libp2p/go-cidranger v1.1.0 // indirect
 	github.com/libp2p/go-flow-metrics v0.2.0 // indirect
 	github.com/libp2p/go-libp2p-asn-util v0.4.1 // indirect
-	github.com/libp2p/go-libp2p-kad-dht v0.28.1 // indirect
-	github.com/libp2p/go-libp2p-kbucket v0.6.4 // indirect
-	github.com/libp2p/go-libp2p-pubsub v0.12.0 // indirect
-	github.com/libp2p/go-libp2p-record v0.2.0 // indirect
+	github.com/libp2p/go-libp2p-kad-dht v0.29.0 // indirect
+	github.com/libp2p/go-libp2p-kbucket v0.6.5 // indirect
+	github.com/libp2p/go-libp2p-pubsub v0.13.0 // indirect
+	github.com/libp2p/go-libp2p-record v0.3.1 // indirect
 	github.com/libp2p/go-libp2p-routing-helpers v0.7.4 // indirect
 	github.com/libp2p/go-msgio v0.3.0 // indirect
 	github.com/libp2p/go-nat v0.2.0 // indirect
 	github.com/libp2p/go-netroute v0.2.2 // indirect
 	github.com/libp2p/go-reuseport v0.4.0 // indirect
-	github.com/libp2p/go-yamux/v4 v4.0.1 // indirect
+	github.com/libp2p/go-yamux/v4 v4.0.2 // indirect
 	github.com/libp2p/zeroconf/v2 v2.2.0 // indirect
 	github.com/lucasb-eyer/go-colorful v1.2.0 // indirect
 	github.com/lufia/plan9stats v0.0.0-20240819163618-b1d8f4d146e7 // indirect
 	github.com/mailru/easyjson v0.7.7 // indirect
 	github.com/marten-seemann/tcp v0.0.0-20210406111302-dfbc87cc63fd // indirect
-	github.com/mattn/go-colorable v0.1.13 // indirect
+	github.com/mattn/go-colorable v0.1.14 // indirect
 	github.com/mattn/go-isatty v0.0.20 // indirect
 	github.com/mattn/go-runewidth v0.0.15 // indirect
-	github.com/miekg/dns v1.1.62 // indirect
+	github.com/miekg/dns v1.1.63 // indirect
 	github.com/mikioh/tcpinfo v0.0.0-20190314235526-30a79bb1804b // indirect
 	github.com/mikioh/tcpopt v0.0.0-20190314235656-172688c1accc // indirect
 	github.com/minio/sha256-simd v1.0.1 // indirect
@@ -270,10 +268,10 @@ require (
 	github.com/polydawn/refmt v0.89.0 // indirect
 	github.com/power-devops/perfstat v0.0.0-20240221224432-82ca36839d55 // indirect
 	github.com/prometheus/client_model v0.6.1 // indirect
-	github.com/prometheus/common v0.61.0 // indirect
+	github.com/prometheus/common v0.62.0 // indirect
 	github.com/prometheus/procfs v0.15.1 // indirect
 	github.com/quic-go/qpack v0.5.1 // indirect
-	github.com/quic-go/quic-go v0.48.2 // indirect
+	github.com/quic-go/quic-go v0.49.0 // indirect
 	github.com/quic-go/webtransport-go v0.8.1-0.20241018022711-4ac2c9250e66 // indirect
 	github.com/raulk/go-watchdog v1.3.0 // indirect
 	github.com/rivo/uniseg v0.4.7 // indirect
@@ -293,7 +291,7 @@ require (
 	github.com/valyala/tcplisten v1.0.0 // indirect
 	github.com/vbatts/tar-split v0.11.3 // indirect
 	github.com/vishvananda/netlink v1.3.0 // indirect
-	github.com/vishvananda/netns v0.0.4 // indirect
+	github.com/vishvananda/netns v0.0.5 // indirect
 	github.com/whyrusleeping/go-keyspace v0.0.0-20160322163242-5b898ac5add1 // indirect
 	github.com/xeipuuv/gojsonpointer v0.0.0-20190905194746-02993c407bfb // indirect
 	github.com/xeipuuv/gojsonreference v0.0.0-20180127040603-bd5ef7bd5415 // indirect
@@ -304,24 +302,24 @@ require (
 	github.com/yusufpapurcu/wmi v1.2.4 // indirect
 	go.opencensus.io v0.24.0 // indirect
 	go.opentelemetry.io/otel/sdk v1.31.0 // indirect
-	go.opentelemetry.io/otel/trace v1.31.0 // indirect
+	go.opentelemetry.io/otel/trace v1.34.0 // indirect
 	go.uber.org/dig v1.18.0 // indirect
 	go.uber.org/fx v1.23.0 // indirect
 	go.uber.org/multierr v1.11.0 // indirect
 	go.uber.org/zap v1.27.0 // indirect
-	golang.org/x/crypto v0.31.0 // indirect
-	golang.org/x/exp v0.0.0-20241217172543-b2144cdd0a67 // indirect
-	golang.org/x/mod v0.22.0 // indirect
-	golang.org/x/net v0.33.0 // indirect
-	golang.org/x/sync v0.10.0 // indirect
-	golang.org/x/sys v0.29.0 // indirect
-	golang.org/x/term v0.27.0 // indirect
-	golang.org/x/text v0.21.0 // indirect
-	golang.org/x/tools v0.28.0 // indirect
-	golang.zx2c4.com/wintun v0.0.0-20211104114900-415007cec224 // indirect
-	golang.zx2c4.com/wireguard v0.0.0-20220703234212-c31a7b1ab478 // indirect
+	golang.org/x/crypto v0.33.0 // indirect
+	golang.org/x/exp v0.0.0-20250215185904-eff6e970281f // indirect
+	golang.org/x/mod v0.23.0 // indirect
+	golang.org/x/net v0.35.0 // indirect
+	golang.org/x/sync v0.11.0 // indirect
+	golang.org/x/sys v0.30.0 // indirect
+	golang.org/x/term v0.29.0 // indirect
+	golang.org/x/text v0.22.0 // indirect
+	golang.org/x/tools v0.30.0 // indirect
+	golang.zx2c4.com/wintun v0.0.0-20230126152724-0fa3db229ce2 // indirect
+	golang.zx2c4.com/wireguard v0.0.0-20231211153847-12269c276173 // indirect
 	golang.zx2c4.com/wireguard/windows v0.5.3 // indirect
-	gonum.org/v1/gonum v0.15.0 // indirect
+	gonum.org/v1/gonum v0.15.1 // indirect
 	google.golang.org/genproto/googleapis/rpc v0.0.0-20241007155032-5fefd90f89a9 // indirect
 	gopkg.in/fsnotify.v1 v1.4.7 // indirect
 	gopkg.in/tomb.v1 v1.0.0-20141024135613-dd632973f1e7 // indirect
diff --git a/go.sum b/go.sum
index e92665d8..06e0238f 100644
--- a/go.sum
+++ b/go.sum
@@ -1,5 +1,3 @@
-cel.dev/expr v0.15.0 h1:O1jzfJCQBfL5BFoYktaxwIhuttaQPsVWerH9/EEKx0w=
-cel.dev/expr v0.15.0/go.mod h1:TRSuuV7DlVCE/uwv5QbAiW/v8l5O8C4eEPHeu7gf7Sg=
 cel.dev/expr v0.16.0 h1:yloc84fytn4zmJX2GU3TkXGsaieaV7dQ057Qs4sIG2Y=
 cel.dev/expr v0.16.0/go.mod h1:TRSuuV7DlVCE/uwv5QbAiW/v8l5O8C4eEPHeu7gf7Sg=
 cloud.google.com/go v0.26.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw=
@@ -10,8 +8,6 @@ cloud.google.com/go/auth v0.4.1 h1:Z7YNIhlWRtrnKlZke7z3GMqzvuYzdc2z98F9D1NV5Hg=
 cloud.google.com/go/auth v0.4.1/go.mod h1:QVBuVEKpCn4Zp58hzRGvL0tjRGU0YqdRTdCHM1IHnro=
 cloud.google.com/go/auth/oauth2adapt v0.2.2 h1:+TTV8aXpjeChS9M+aTtN/TjdQnzJvmzKFt//oWu7HX4=
 cloud.google.com/go/auth/oauth2adapt v0.2.2/go.mod h1:wcYjgpZI9+Yu7LyYBg4pqSiaRkfEK3GQcpb7C/uyF1Q=
-cloud.google.com/go/compute/metadata v0.3.0 h1:Tz+eQXMEqDIKRsmY3cHTL6FVaynIjX2QxYC4trgAKZc=
-cloud.google.com/go/compute/metadata v0.3.0/go.mod h1:zFmK7XCadkQkj6TtorcaGlCW1hT1fIilQDwofLpJ20k=
 cloud.google.com/go/compute/metadata v0.5.0 h1:Zr0eK8JbFv6+Wi4ilXAR8FJ3wyNdpxHKJNPos6LTZOY=
 cloud.google.com/go/compute/metadata v0.5.0/go.mod h1:aHnloV2TPI38yx4s9+wAZhHykWvVCfu7hQbF+9CWoiY=
 dario.cat/mergo v1.0.1 h1:Ra4+bf83h2ztPIQYNP99R6m+Y7KfnARDfID+a+vLl4s=
@@ -27,6 +23,8 @@ github.com/BurntSushi/toml v0.3.1/go.mod h1:xHWCNGjB5oqiDr8zfno3MHue2Ht5sIBksp03
 github.com/BurntSushi/toml v1.2.1/go.mod h1:CxXYINrC8qIiEnFrOxCa7Jy5BFHlXnUU2pbicEuybxQ=
 github.com/KyleBanks/depth v1.2.1 h1:5h8fQADFrWtarTdtDudMmGsC7GPbOAu6RVB3ffsVFHc=
 github.com/KyleBanks/depth v1.2.1/go.mod h1:jzSb9d0L43HxTQfT+oSA1EEp2q+ne2uh6XgeJcm8brE=
+github.com/MakeNowJust/heredoc v1.0.0 h1:cXCdzVdstXyiTqTvfqk9SDHpKNjxuom+DOlyEeQ4pzQ=
+github.com/MakeNowJust/heredoc v1.0.0/go.mod h1:mG5amYoWBHf8vpLOuehzbGGw0EHxpZZ6lCpQ4fNJ8LE=
 github.com/Masterminds/goutils v1.1.1 h1:5nUrii3FMTL5diU80unEVvNevw1nH4+ZV4DSLVJLSYI=
 github.com/Masterminds/goutils v1.1.1/go.mod h1:8cTjp+g8YejhMuvIA5y2vz3BpJxksy863GQaJW2MFNU=
 github.com/Masterminds/semver/v3 v3.3.0 h1:B8LGeaivUe71a5qox1ICM/JLl0NqZSW5CHyL+hmvYS0=
@@ -82,8 +80,6 @@ github.com/chasefleming/elem-go v0.26.0/go.mod h1:hz73qILBIKnTgOujnSMtEj20/epI+f
 github.com/cilium/ebpf v0.2.0/go.mod h1:To2CFviqOWL/M0gIMsvSMlqe7em/l1ALkX1PyjrX2Qs=
 github.com/client9/misspell v0.3.4/go.mod h1:qj6jICC3Q7zFZvVWo7KLAzC3yx5G7kyvSDkc90ppPyw=
 github.com/cncf/udpa/go v0.0.0-20191209042840-269d4d468f6f/go.mod h1:M8M6+tZqaGXZJjfX53e64911xZQV5JYwmTeXPW+k8Sc=
-github.com/cncf/xds/go v0.0.0-20240423153145-555b57ec207b h1:ga8SEFjZ60pxLcmhnThWgvH2wg8376yUJmPhEH4H3kw=
-github.com/cncf/xds/go v0.0.0-20240423153145-555b57ec207b/go.mod h1:W+zGtBO5Y1IgJhy4+A9GOqVhqLpfZi+vwmdNXUehLA8=
 github.com/cncf/xds/go v0.0.0-20240723142845-024c85f92f20 h1:N+3sFI5GUjRKBi+i0TxYVST9h4Ie192jJWpHvthBBgg=
 github.com/cncf/xds/go v0.0.0-20240723142845-024c85f92f20/go.mod h1:W+zGtBO5Y1IgJhy4+A9GOqVhqLpfZi+vwmdNXUehLA8=
 github.com/containerd/cgroups v0.0.0-20201119153540-4cbc285b3327/go.mod h1:ZJeTFisyysqgcCdecO57Dj79RfL0LNeGiFUqLYQRYLE=
@@ -106,8 +102,6 @@ github.com/coreos/go-systemd/v22 v22.5.0/go.mod h1:Y58oyj3AT4RCenI/lSvhwexgC+NSV
 github.com/cpuguy83/go-md2man/v2 v2.0.0-20190314233015-f79a8a8ca69d/go.mod h1:maD7wRr/U5Z6m/iR4s+kqSMx2CaBsrgA7czyZG/E6dU=
 github.com/cpuguy83/go-md2man/v2 v2.0.0/go.mod h1:maD7wRr/U5Z6m/iR4s+kqSMx2CaBsrgA7czyZG/E6dU=
 github.com/cpuguy83/go-md2man/v2 v2.0.2/go.mod h1:tgQtvFlXSQOSOSIRvRPT7W67SCa46tRHOmNcaadrF8o=
-github.com/cpuguy83/go-md2man/v2 v2.0.5 h1:ZtcqGrnekaHpVLArFSe4HK5DoKx1T0rq2DwVB0alcyc=
-github.com/cpuguy83/go-md2man/v2 v2.0.5/go.mod h1:tgQtvFlXSQOSOSIRvRPT7W67SCa46tRHOmNcaadrF8o=
 github.com/creachadair/mds v0.21.3 h1:RRgEAPIb52cU0q7UxGyN+13QlCVTZIL4slRr0cYYQfA=
 github.com/creachadair/mds v0.21.3/go.mod h1:1ltMWZd9yXhaHEoZwBialMaviWVUpRPvMwVP7saFAzM=
 github.com/creachadair/otp v0.5.0 h1:q3Th7CXm2zlmCdBjw5tEPFOj4oWJMnVL5HXlq0sNKS0=
@@ -140,8 +134,6 @@ github.com/docker/go-connections v0.5.0/go.mod h1:ov60Kzw0kKElRwhNs9UlUHAE/F9Fe6
 github.com/docker/go-units v0.4.0/go.mod h1:fgPhTUdO+D/Jk86RDLlptpiXQzgHJF7gydDDbaIK4Dk=
 github.com/docker/go-units v0.5.0 h1:69rxXcBk27SvSaaxTtLh/8llcHD8vYHT7WSdRZ/jvr4=
 github.com/docker/go-units v0.5.0/go.mod h1:fgPhTUdO+D/Jk86RDLlptpiXQzgHJF7gydDDbaIK4Dk=
-github.com/donomii/go-rwkv.cpp v0.0.0-20240228065144-661e7ae26d44 h1:7ugfZIj9QLUnddxOJdHk0tpwGMvUTo7vA47Yd49bPX8=
-github.com/donomii/go-rwkv.cpp v0.0.0-20240228065144-661e7ae26d44/go.mod h1:gWy7FIWioqYmYxkaoFyBnaKApeZVrUkHhv9EV9pz4dM=
 github.com/dsnet/compress v0.0.2-0.20210315054119-f66993602bf5 h1:iFaUwBSo5Svw6L7HYpRu/0lE3e0BaElwnNO1qkNQxBY=
 github.com/dsnet/compress v0.0.2-0.20210315054119-f66993602bf5/go.mod h1:qssHWj60/X5sZFNxpG4HBPDHVqxNm4DfnCKgrbZOT+s=
 github.com/dsnet/golib v0.0.0-20171103203638-1ea166775780/go.mod h1:Lj+Z9rebOhdfkVLjJ8T6VcRQv3SXugXy999NBtR9aFY=
@@ -157,8 +149,6 @@ github.com/envoyproxy/go-control-plane v0.9.0/go.mod h1:YTl/9mNaCwkRvm6d1a2C3ymF
 github.com/envoyproxy/go-control-plane v0.9.1-0.20191026205805-5f8ba28d4473/go.mod h1:YTl/9mNaCwkRvm6d1a2C3ymFceY/DCBVvsKhRF0iEA4=
 github.com/envoyproxy/go-control-plane v0.9.4/go.mod h1:6rpuAdCZL397s3pYoYcLgu1mIlRU8Am5FuJP05cCM98=
 github.com/envoyproxy/protoc-gen-validate v0.1.0/go.mod h1:iSmxcyjqTsJpI2R4NaDN7+kN2VEUnK/pcBlmesArF7c=
-github.com/envoyproxy/protoc-gen-validate v1.0.4 h1:gVPz/FMfvh57HdSJQyvBtF00j8JU4zdyUgIUNhlgg0A=
-github.com/envoyproxy/protoc-gen-validate v1.0.4/go.mod h1:qys6tmnRsYrQqIhm2bvKZH4Blx/1gTIZ2UKVY1M+Yew=
 github.com/envoyproxy/protoc-gen-validate v1.1.0 h1:tntQDh69XqOCOZsDz0lVJQez/2L6Uu2PdjCQwWCJ3bM=
 github.com/envoyproxy/protoc-gen-validate v1.1.0/go.mod h1:sXRDRVmzEbkM7CVcM06s9shE/m23dg3wzjl0UWqJ2q4=
 github.com/fasthttp/websocket v1.5.3 h1:TPpQuLwJYfd4LJPXvHDYPMFWbLjsT91n3GpWtCQtdek=
@@ -204,8 +194,6 @@ github.com/go-openapi/spec v0.21.0 h1:LTVzPc3p/RzRnkQqLRndbAzjY0d0BCL72A6j3CdL9Z
 github.com/go-openapi/spec v0.21.0/go.mod h1:78u6VdPw81XU44qEWGhtr982gJ5BWg2c0I5XwVMotYk=
 github.com/go-openapi/swag v0.23.0 h1:vsEVJDUo2hPJ2tu0/Xc+4noaxyEffXNIs3cOULZ+GrE=
 github.com/go-openapi/swag v0.23.0/go.mod h1:esZ8ITTYEsH1V2trKHjAN8Ai7xHb8RV+YSZ577vPjgQ=
-github.com/go-skynet/go-bert.cpp v0.0.0-20231028093757-710044b12454 h1:zn1G3iuSWHvwP45YKMb3oHQlhpS+qB1kv0o5isSqosM=
-github.com/go-skynet/go-bert.cpp v0.0.0-20231028093757-710044b12454/go.mod h1:QGX426328K9dyfFK29lmxlsv1ba0bRRZdzN7PBOpMT8=
 github.com/go-skynet/go-llama.cpp v0.0.0-20240314183750-6a8041ef6b46 h1:lALhXzDkqtp12udlDLLg+ybXVMmL7Ox9tybqVLWxjPE=
 github.com/go-skynet/go-llama.cpp v0.0.0-20240314183750-6a8041ef6b46/go.mod h1:iub0ugfTnflE3rcIuqV2pQSo15nEw3GLW/utm5gyERo=
 github.com/go-sql-driver/mysql v1.7.1 h1:lUIinVbN1DY0xBg0eMOzmmtGoHwWBbvnWubQUrtU8EI=
@@ -262,8 +250,8 @@ github.com/golang/snappy v0.0.2/go.mod h1:/XxbfmMg8lxefKM7IXC3fBNl/7bRcc72aCRzEW
 github.com/golang/snappy v0.0.4 h1:yAGX7huGHXlcLOEtBnF4w7FQwA26wojNCwOYAEhLjQM=
 github.com/golang/snappy v0.0.4/go.mod h1:/XxbfmMg8lxefKM7IXC3fBNl/7bRcc72aCRzEWrmP2Q=
 github.com/google/btree v0.0.0-20180813153112-4030bb1f1f0c/go.mod h1:lNA+9X1NB3Zf8V7Ke586lFgjr2dZNuvo3lPJSGZ5JPQ=
-github.com/google/btree v1.1.2 h1:xf4v41cLI2Z6FxbKm+8Bu+m8ifhj15JuZ9sa0jZCMUU=
-github.com/google/btree v1.1.2/go.mod h1:qOPhT0dTNdNzV6Z/lhRX0YXUafgPLFUh+gZMl761Gm4=
+github.com/google/btree v1.1.3 h1:CVpQJjYgC4VbzxeGVHfvZrv1ctoYCAI8vbl07Fcxlyg=
+github.com/google/btree v1.1.3/go.mod h1:qOPhT0dTNdNzV6Z/lhRX0YXUafgPLFUh+gZMl761Gm4=
 github.com/google/go-cmp v0.2.0/go.mod h1:oXzfMopK8JAjlY9xF4vHSVASa0yLyX7SntLO5aqRK0M=
 github.com/google/go-cmp v0.3.0/go.mod h1:8QqcDgzrUqlUb/G2PQTWiueGozuR1884gddMywk6iLU=
 github.com/google/go-cmp v0.3.1/go.mod h1:8QqcDgzrUqlUb/G2PQTWiueGozuR1884gddMywk6iLU=
@@ -283,10 +271,8 @@ github.com/google/gopacket v1.1.19 h1:ves8RnFZPGiFnTS0uPQStjwru6uO6h+nlr9j6fL7kF
 github.com/google/gopacket v1.1.19/go.mod h1:iJ8V8n6KS+z2U1A8pUwu8bW5SyEMkXJB8Yo/Vo+TKTo=
 github.com/google/martian v2.1.0+incompatible/go.mod h1:9I4somxYTbIHy5NJKHRl3wXiIaQGbYVAs8BPL6v8lEs=
 github.com/google/pprof v0.0.0-20181206194817-3ea8567a2e57/go.mod h1:zfwlbNMJ+OItoe0UupaVj+oy1omPYYDuagoSzA8v9mc=
-github.com/google/pprof v0.0.0-20241029153458-d1b30febd7db h1:097atOisP2aRj7vFgYQBbFN4U4JNXUNYpxael3UzMyo=
-github.com/google/pprof v0.0.0-20241029153458-d1b30febd7db/go.mod h1:vavhavw2zAxS5dIdcRluK6cSGGPlZynqzFM8NdvU144=
-github.com/google/pprof v0.0.0-20241210010833-40e02aabc2ad h1:a6HEuzUHeKH6hwfN/ZoQgRgVIWFJljSWa/zetS2WTvg=
-github.com/google/pprof v0.0.0-20241210010833-40e02aabc2ad/go.mod h1:vavhavw2zAxS5dIdcRluK6cSGGPlZynqzFM8NdvU144=
+github.com/google/pprof v0.0.0-20250208200701-d0013a598941 h1:43XjGa6toxLpeksjcxs1jIoIyr+vUfOqY2c6HB4bpoc=
+github.com/google/pprof v0.0.0-20250208200701-d0013a598941/go.mod h1:vavhavw2zAxS5dIdcRluK6cSGGPlZynqzFM8NdvU144=
 github.com/google/renameio v0.1.0/go.mod h1:KWCgfxg9yswjAJkECMjeO8J8rahYeXnNhOm40UhjYkI=
 github.com/google/s2a-go v0.1.7 h1:60BLSyTrOV4/haCDW4zb1guZItoSq8foHCXrAnjBo/o=
 github.com/google/s2a-go v0.1.7/go.mod h1:50CgR4k1jNlWBu4UfS4AcfhVe1r6pdZPygJ3R8F0Qdw=
@@ -331,12 +317,12 @@ github.com/huandu/xstrings v1.5.0 h1:2ag3IFq9ZDANvthTwTiqSSZLjDc+BedvHPAp5tJy2TI
 github.com/huandu/xstrings v1.5.0/go.mod h1:y5/lhBue+AyNmUVz9RLU9xbLR0o4KIIExikq4ovT0aE=
 github.com/huin/goupnp v1.3.0 h1:UvLUlWDNpoUdYzb2TCn+MuTWtcjXKSza2n6CBdQ0xXc=
 github.com/huin/goupnp v1.3.0/go.mod h1:gnGPsThkYa7bFi/KWmEysQRf48l2dvR5bxr2OFckNX8=
-github.com/ipfs/boxo v0.21.0 h1:XpGXb+TQQ0IUdYaeAxGzWjSs6ow/Lce148A/2IbRDVE=
-github.com/ipfs/boxo v0.21.0/go.mod h1:NmweAYeY1USOaJJxouy7DLr/Y5M8UBSsCI2KRivO+TY=
-github.com/ipfs/boxo v0.24.3 h1:gldDPOWdM3Rz0v5LkVLtZu7A7gFNvAlWcmxhCqlHR3c=
-github.com/ipfs/boxo v0.24.3/go.mod h1:h0DRzOY1IBFDHp6KNvrJLMFdSXTYID0Zf+q7X05JsNg=
-github.com/ipfs/go-cid v0.4.1 h1:A/T3qGvxi4kpKWWcPC/PgbvDA2bjVLO7n4UeVwnbs/s=
-github.com/ipfs/go-cid v0.4.1/go.mod h1:uQHwDeX4c6CtyrFwdqyhpNcxVewur1M7l7fNU7LKwZk=
+github.com/ipfs/boxo v0.27.4 h1:6nC8lY5GnR6whAbW88hFz6L13wZUj2vr5BRe3iTvYBI=
+github.com/ipfs/boxo v0.27.4/go.mod h1:qEIRrGNr0bitDedTCzyzBHxzNWqYmyuHgK8LG9Q83EM=
+github.com/ipfs/go-block-format v0.2.0 h1:ZqrkxBA2ICbDRbK8KJs/u0O3dlp6gmAuuXUJNiW1Ycs=
+github.com/ipfs/go-block-format v0.2.0/go.mod h1:+jpL11nFx5A/SPpsoBn6Bzkra/zaArfSmsknbPMYgzM=
+github.com/ipfs/go-cid v0.5.0 h1:goEKKhaGm0ul11IHA7I6p1GmKz8kEYniqFopaB5Otwg=
+github.com/ipfs/go-cid v0.5.0/go.mod h1:0L7vmeNXpQpUS9vt+yEARkJ8rOg43DF3iPgn4GIN0mk=
 github.com/ipfs/go-datastore v0.6.0 h1:JKyz+Gvz1QEZw0LsX1IBn+JFCJQH4SJVFtM4uWU0Myk=
 github.com/ipfs/go-datastore v0.6.0/go.mod h1:rt5M3nNbSO/8q1t4LNkLyUwRs8HupMeN/8O4Vn9YAT8=
 github.com/ipfs/go-detect-race v0.0.1 h1:qX/xay2W3E4Q1U7d9lNs1sU9nvguX0a7319XbyQ6cOk=
@@ -348,6 +334,8 @@ github.com/ipfs/go-log v1.0.5/go.mod h1:j0b8ZoR+7+R99LD9jZ6+AJsrzkPbSXbZfGakb5JP
 github.com/ipfs/go-log/v2 v2.1.3/go.mod h1:/8d0SH3Su5Ooc31QlL1WysJhvyOTDCjcCZ9Axpmri6g=
 github.com/ipfs/go-log/v2 v2.5.1 h1:1XdUzF7048prq4aBjDQQ4SL5RxftpRGdXhNRwKSAlcY=
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@@ -692,23 +640,15 @@ github.com/prometheus/client_model v0.0.0-20190812154241-14fe0d1b01d4/go.mod h1:
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@@ -718,8 +658,8 @@ github.com/rivo/uniseg v0.2.0/go.mod h1:J6wj4VEh+S6ZtnVlnTBMWIodfgj8LQOQFoIToxlJ
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@@ -727,7 +667,6 @@ github.com/russross/blackfriday v1.5.2/go.mod h1:JO/DiYxRf+HjHt06OyowR9PTA263kcR
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@@ -793,7 +732,6 @@ github.com/streamer45/silero-vad-go v0.2.1/go.mod h1:B+2FXs/5fZ6pzl6unUZYhZqkYdO
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@@ -803,8 +741,6 @@ github.com/stretchr/testify v1.8.0/go.mod h1:yNjHg4UonilssWZ8iaSj1OCr/vHnekPRkoO
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@@ -827,16 +763,11 @@ github.com/ulikunitz/xz v0.5.9 h1:RsKRIA2MO8x56wkkcd3LbtcE/uMszhb6DpRf+3uwa3I=
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@@ -845,15 +776,14 @@ github.com/viant/assertly v0.4.8/go.mod h1:aGifi++jvCrUaklKEKT0BU95igDNaqkvz+49u
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@@ -865,8 +795,6 @@ github.com/xeipuuv/gojsonschema v1.2.0 h1:LhYJRs+L4fBtjZUfuSZIKGeVu0QRy8e5Xi7D17
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@@ -881,43 +809,31 @@ github.com/yusufpapurcu/wmi v1.2.4/go.mod h1:SBZ9tNy3G9/m5Oi98Zks0QjeHVDvuK0qfxQ
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 go.opentelemetry.io/otel/sdk v1.31.0 h1:xLY3abVHYZ5HSfOg3l2E5LUj2Cwva5Y7yGxnSW9H5Gk=
 go.opentelemetry.io/otel/sdk v1.31.0/go.mod h1:TfRbMdhvxIIr/B2N2LQW2S5v9m3gOQ/08KsbbO5BPT0=
 go.opentelemetry.io/otel/sdk/metric v1.28.0 h1:OkuaKgKrgAbYrrY0t92c+cC+2F6hsFNnCQArXCKlg08=
 go.opentelemetry.io/otel/sdk/metric v1.28.0/go.mod h1:cWPjykihLAPvXKi4iZc1dpER3Jdq2Z0YLse3moQUCpg=
-go.opentelemetry.io/otel/trace v1.28.0 h1:GhQ9cUuQGmNDd5BTCP2dAvv75RdMxEfTmYejp+lkx9g=
-go.opentelemetry.io/otel/trace v1.28.0/go.mod h1:jPyXzNPg6da9+38HEwElrQiHlVMTnVfM3/yv2OlIHaI=
-go.opentelemetry.io/otel/trace v1.31.0 h1:ffjsj1aRouKewfr85U2aGagJ46+MvodynlQ1HYdmJys=
-go.opentelemetry.io/otel/trace v1.31.0/go.mod h1:TXZkRk7SM2ZQLtR6eoAWQFIHPvzQ06FJAsO1tJg480A=
+go.opentelemetry.io/otel/trace v1.34.0 h1:+ouXS2V8Rd4hp4580a8q23bg0azF2nI8cqLYnC8mh/k=
+go.opentelemetry.io/otel/trace v1.34.0/go.mod h1:Svm7lSjQD7kG7KJ/MUHPVXSDGz2OX4h0M2jHBhmSfRE=
 go.uber.org/atomic v1.6.0/go.mod h1:sABNBOSYdrvTF6hTgEIbc7YasKWGhgEQZyfxyTvoXHQ=
 go.uber.org/atomic v1.7.0/go.mod h1:fEN4uk6kAWBTFdckzkM89CLk9XfWZrxpCo0nPH17wJc=
 go.uber.org/dig v1.18.0 h1:imUL1UiY0Mg4bqbFfsRQO5G4CGRBec/ZujWTvSVp3pw=
 go.uber.org/dig v1.18.0/go.mod h1:Us0rSJiThwCv2GteUN0Q7OKvU7n5J4dxZ9JKUXozFdE=
-go.uber.org/fx v1.22.2 h1:iPW+OPxv0G8w75OemJ1RAnTUrF55zOJlXlo1TbJ0Buw=
-go.uber.org/fx v1.22.2/go.mod h1:o/D9n+2mLP6v1EG+qsdT1O8wKopYAsqZasju97SDFCU=
 go.uber.org/fx v1.23.0 h1:lIr/gYWQGfTwGcSXWXu4vP5Ws6iqnNEIY+F/aFzCKTg=
 go.uber.org/fx v1.23.0/go.mod h1:o/D9n+2mLP6v1EG+qsdT1O8wKopYAsqZasju97SDFCU=
 go.uber.org/goleak v1.1.11-0.20210813005559-691160354723/go.mod h1:cwTWslyiVhfpKIDGSZEM2HlOvcqm+tG4zioyIeLoqMQ=
 go.uber.org/goleak v1.3.0 h1:2K3zAYmnTNqV73imy9J1T3WC+gmCePx2hEGkimedGto=
 go.uber.org/goleak v1.3.0/go.mod h1:CoHD4mav9JJNrW/WLlf7HGZPjdw8EucARQHekz1X6bE=
-go.uber.org/mock v0.4.0 h1:VcM4ZOtdbR4f6VXfiOpwpVJDL6lCReaZ6mw31wqh7KU=
-go.uber.org/mock v0.4.0/go.mod h1:a6FSlNadKUHUa9IP5Vyt1zh4fC7uAwxMutEAscFbkZc=
 go.uber.org/mock v0.5.0 h1:KAMbZvZPyBPWgD14IrIQ38QCyjwpvVVV6K/bHl1IwQU=
 go.uber.org/mock v0.5.0/go.mod h1:ge71pBPLYDk7QIi1LupWxdAykm7KIEFchiOqd6z7qMM=
 go.uber.org/multierr v1.5.0/go.mod h1:FeouvMocqHpRaaGuG9EjoKcStLC43Zu/fmqdUMPcKYU=
@@ -944,15 +860,11 @@ golang.org/x/crypto v0.0.0-20210921155107-089bfa567519/go.mod h1:GvvjBRRGRdwPK5y
 golang.org/x/crypto v0.8.0/go.mod h1:mRqEX+O9/h5TFCrQhkgjo2yKi0yYA+9ecGkdQoHrywE=
 golang.org/x/crypto v0.12.0/go.mod h1:NF0Gs7EO5K4qLn+Ylc+fih8BSTeIjAP05siRnAh98yw=
 golang.org/x/crypto v0.18.0/go.mod h1:R0j02AL6hcrfOiy9T4ZYp/rcWeMxM3L6QYxlOuEG1mg=
-golang.org/x/crypto v0.28.0 h1:GBDwsMXVQi34v5CCYUm2jkJvu4cbtru2U4TN2PSyQnw=
-golang.org/x/crypto v0.28.0/go.mod h1:rmgy+3RHxRZMyY0jjAJShp2zgEdOqj2AO7U0pYmeQ7U=
-golang.org/x/crypto v0.31.0 h1:ihbySMvVjLAeSH1IbfcRTkD/iNscyz8rGzjF/E5hV6U=
-golang.org/x/crypto v0.31.0/go.mod h1:kDsLvtWBEx7MV9tJOj9bnXsPbxwJQ6csT/x4KIN4Ssk=
+golang.org/x/crypto v0.33.0 h1:IOBPskki6Lysi0lo9qQvbxiQ+FvsCC/YWOecCHAixus=
+golang.org/x/crypto v0.33.0/go.mod h1:bVdXmD7IV/4GdElGPozy6U7lWdRXA4qyRVGJV57uQ5M=
 golang.org/x/exp v0.0.0-20190121172915-509febef88a4/go.mod h1:CJ0aWSM057203Lf6IL+f9T1iT9GByDxfZKAQTCR3kQA=
-golang.org/x/exp v0.0.0-20240808152545-0cdaa3abc0fa h1:ELnwvuAXPNtPk1TJRuGkI9fDTwym6AYBu0qzT8AcHdI=
-golang.org/x/exp v0.0.0-20240808152545-0cdaa3abc0fa/go.mod h1:akd2r19cwCdwSwWeIdzYQGa/EZZyqcOdwWiwj5L5eKQ=
-golang.org/x/exp v0.0.0-20241217172543-b2144cdd0a67 h1:1UoZQm6f0P/ZO0w1Ri+f+ifG/gXhegadRdwBIXEFWDo=
-golang.org/x/exp v0.0.0-20241217172543-b2144cdd0a67/go.mod h1:qj5a5QZpwLU2NLQudwIN5koi3beDhSAlJwa67PuM98c=
+golang.org/x/exp v0.0.0-20250215185904-eff6e970281f h1:oFMYAjX0867ZD2jcNiLBrI9BdpmEkvPyi5YrBGXbamg=
+golang.org/x/exp v0.0.0-20250215185904-eff6e970281f/go.mod h1:BHOTPb3L19zxehTsLoJXVaTktb06DFgmdW6Wb9s8jqk=
 golang.org/x/lint v0.0.0-20180702182130-06c8688daad7/go.mod h1:UVdnD1Gm6xHRNCYTkRU2/jEulfH38KcIWyp/GAMgvoE=
 golang.org/x/lint v0.0.0-20181026193005-c67002cb31c3/go.mod h1:UVdnD1Gm6xHRNCYTkRU2/jEulfH38KcIWyp/GAMgvoE=
 golang.org/x/lint v0.0.0-20190227174305-5b3e6a55c961/go.mod h1:wehouNa3lNwaWXcvxsM5YxQ5yQlVC4a0KAMCusXpPoU=
@@ -967,10 +879,8 @@ golang.org/x/mod v0.4.2/go.mod h1:s0Qsj1ACt9ePp/hMypM3fl4fZqREWJwdYDEqhRiZZUA=
 golang.org/x/mod v0.6.0-dev.0.20220419223038-86c51ed26bb4/go.mod h1:jJ57K6gSWd91VN4djpZkiMVwK6gcyfeH4XE8wZrZaV4=
 golang.org/x/mod v0.7.0/go.mod h1:iBbtSCu2XBx23ZKBPSOrRkjjQPZFPuis4dIYUhu/chs=
 golang.org/x/mod v0.8.0/go.mod h1:iBbtSCu2XBx23ZKBPSOrRkjjQPZFPuis4dIYUhu/chs=
-golang.org/x/mod v0.21.0 h1:vvrHzRwRfVKSiLrG+d4FMl/Qi4ukBCE6kZlTUkDYRT0=
-golang.org/x/mod v0.21.0/go.mod h1:6SkKJ3Xj0I0BrPOZoBy3bdMptDDU9oJrpohJ3eWZ1fY=
-golang.org/x/mod v0.22.0 h1:D4nJWe9zXqHOmWqj4VMOJhvzj7bEZg4wEYa759z1pH4=
-golang.org/x/mod v0.22.0/go.mod h1:6SkKJ3Xj0I0BrPOZoBy3bdMptDDU9oJrpohJ3eWZ1fY=
+golang.org/x/mod v0.23.0 h1:Zb7khfcRGKk+kqfxFaP5tZqCnDZMjC5VtUBs87Hr6QM=
+golang.org/x/mod v0.23.0/go.mod h1:6SkKJ3Xj0I0BrPOZoBy3bdMptDDU9oJrpohJ3eWZ1fY=
 golang.org/x/net v0.0.0-20180724234803-3673e40ba225/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=
 golang.org/x/net v0.0.0-20180826012351-8a410e7b638d/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=
 golang.org/x/net v0.0.0-20180906233101-161cd47e91fd/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=
@@ -996,16 +906,12 @@ golang.org/x/net v0.9.0/go.mod h1:d48xBJpPfHeWQsugry2m+kC02ZBRGRgulfHnEXEuWns=
 golang.org/x/net v0.10.0/go.mod h1:0qNGK6F8kojg2nk9dLZ2mShWaEBan6FAoqfSigmmuDg=
 golang.org/x/net v0.14.0/go.mod h1:PpSgVXXLK0OxS0F31C1/tv6XNguvCrnXIDrFMspZIUI=
 golang.org/x/net v0.20.0/go.mod h1:z8BVo6PvndSri0LbOE3hAn0apkU+1YvI6E70E9jsnvY=
-golang.org/x/net v0.30.0 h1:AcW1SDZMkb8IpzCdQUaIq2sP4sZ4zw+55h6ynffypl4=
-golang.org/x/net v0.30.0/go.mod h1:2wGyMJ5iFasEhkwi13ChkO/t1ECNC4X4eBKkVFyYFlU=
-golang.org/x/net v0.33.0 h1:74SYHlV8BIgHIFC/LrYkOGIwL19eTYXQ5wc6TBuO36I=
-golang.org/x/net v0.33.0/go.mod h1:HXLR5J+9DxmrqMwG9qjGCxZ+zKXxBru04zlTvWlWuN4=
+golang.org/x/net v0.35.0 h1:T5GQRQb2y08kTAByq9L4/bz8cipCdA8FbRTXewonqY8=
+golang.org/x/net v0.35.0/go.mod h1:EglIi67kWsHKlRzzVMUD93VMSWGFOMSZgxFjparz1Qk=
 golang.org/x/oauth2 v0.0.0-20180821212333-d2e6202438be/go.mod h1:N/0e6XlmueqKjAGxoOufVs8QHGRruUQn6yWY3a++T0U=
 golang.org/x/oauth2 v0.0.0-20181017192945-9dcd33a902f4/go.mod h1:N/0e6XlmueqKjAGxoOufVs8QHGRruUQn6yWY3a++T0U=
 golang.org/x/oauth2 v0.0.0-20181203162652-d668ce993890/go.mod h1:N/0e6XlmueqKjAGxoOufVs8QHGRruUQn6yWY3a++T0U=
 golang.org/x/oauth2 v0.0.0-20190226205417-e64efc72b421/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw=
-golang.org/x/oauth2 v0.21.0 h1:tsimM75w1tF/uws5rbeHzIWxEqElMehnc+iW793zsZs=
-golang.org/x/oauth2 v0.21.0/go.mod h1:XYTD2NtWslqkgxebSiOHnXEap4TF09sJSc7H1sXbhtI=
 golang.org/x/oauth2 v0.24.0 h1:KTBBxWqUa0ykRPLtV69rRto9TLXcqYkeswu48x/gvNE=
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 golang.org/x/perf v0.0.0-20180704124530-6e6d33e29852/go.mod h1:JLpeXjPJfIyPr5TlbXLkXWLhP8nz10XfvxElABhCtcw=
@@ -1019,10 +925,8 @@ golang.org/x/sync v0.0.0-20201020160332-67f06af15bc9/go.mod h1:RxMgew5VJxzue5/jJ
 golang.org/x/sync v0.0.0-20210220032951-036812b2e83c/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sync v0.0.0-20220722155255-886fb9371eb4/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sync v0.1.0/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
-golang.org/x/sync v0.8.0 h1:3NFvSEYkUoMifnESzZl15y791HH1qU2xm6eCJU5ZPXQ=
-golang.org/x/sync v0.8.0/go.mod h1:Czt+wKu1gCyEFDUtn0jG5QVvpJ6rzVqr5aXyt9drQfk=
-golang.org/x/sync v0.10.0 h1:3NQrjDixjgGwUOCaF8w2+VYHv0Ve/vGYSbdkTa98gmQ=
-golang.org/x/sync v0.10.0/go.mod h1:Czt+wKu1gCyEFDUtn0jG5QVvpJ6rzVqr5aXyt9drQfk=
+golang.org/x/sync v0.11.0 h1:GGz8+XQP4FvTTrjZPzNKTMFtSXH80RAzG+5ghFPgK9w=
+golang.org/x/sync v0.11.0/go.mod h1:Czt+wKu1gCyEFDUtn0jG5QVvpJ6rzVqr5aXyt9drQfk=
 golang.org/x/sys v0.0.0-20180810173357-98c5dad5d1a0/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
 golang.org/x/sys v0.0.0-20180830151530-49385e6e1522/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
 golang.org/x/sys v0.0.0-20180909124046-d0be0721c37e/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
@@ -1063,10 +967,8 @@ golang.org/x/sys v0.11.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.12.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.16.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
 golang.org/x/sys v0.20.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
-golang.org/x/sys v0.27.0 h1:wBqf8DvsY9Y/2P8gAfPDEYNuS30J4lPHJxXSb/nJZ+s=
-golang.org/x/sys v0.27.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
-golang.org/x/sys v0.29.0 h1:TPYlXGxvx1MGTn2GiZDhnjPA9wZzZeGKHHmKhHYvgaU=
-golang.org/x/sys v0.29.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
+golang.org/x/sys v0.30.0 h1:QjkSwP/36a20jFYWkSue1YwXzLmsV5Gfq7Eiy72C1uc=
+golang.org/x/sys v0.30.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
 golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo=
 golang.org/x/term v0.0.0-20210927222741-03fcf44c2211/go.mod h1:jbD1KX2456YbFQfuXm/mYQcufACuNUgVhRMnK/tPxf8=
 golang.org/x/term v0.3.0/go.mod h1:q750SLmJuPmVoN1blW3UFBPREJfb1KmY3vwxfr+nFDA=
@@ -1076,10 +978,8 @@ golang.org/x/term v0.8.0/go.mod h1:xPskH00ivmX89bAKVGSKKtLOWNx2+17Eiy94tnKShWo=
 golang.org/x/term v0.11.0/go.mod h1:zC9APTIj3jG3FdV/Ons+XE1riIZXG4aZ4GTHiPZJPIU=
 golang.org/x/term v0.16.0/go.mod h1:yn7UURbUtPyrVJPGPq404EukNFxcm/foM+bV/bfcDsY=
 golang.org/x/term v0.20.0/go.mod h1:8UkIAJTvZgivsXaD6/pH6U9ecQzZ45awqEOzuCvwpFY=
-golang.org/x/term v0.25.0 h1:WtHI/ltw4NvSUig5KARz9h521QvRC8RmF/cuYqifU24=
-golang.org/x/term v0.25.0/go.mod h1:RPyXicDX+6vLxogjjRxjgD2TKtmAO6NZBsBRfrOLu7M=
-golang.org/x/term v0.27.0 h1:WP60Sv1nlK1T6SupCHbXzSaN0b9wUmsPoRS9b61A23Q=
-golang.org/x/term v0.27.0/go.mod h1:iMsnZpn0cago0GOrHO2+Y7u7JPn5AylBrcoWkElMTSM=
+golang.org/x/term v0.29.0 h1:L6pJp37ocefwRRtYPKSWOWzOtWSxVajvz2ldH/xi3iU=
+golang.org/x/term v0.29.0/go.mod h1:6bl4lRlvVuDgSf3179VpIxBF0o10JUpXWOnI7nErv7s=
 golang.org/x/text v0.3.0/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
 golang.org/x/text v0.3.1-0.20180807135948-17ff2d5776d2/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
 golang.org/x/text v0.3.3/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
@@ -1090,14 +990,12 @@ golang.org/x/text v0.7.0/go.mod h1:mrYo+phRRbMaCq/xk9113O4dZlRixOauAjOtrjsXDZ8=
 golang.org/x/text v0.9.0/go.mod h1:e1OnstbJyHTd6l/uOt8jFFHp6TRDWZR/bV3emEE/zU8=
 golang.org/x/text v0.12.0/go.mod h1:TvPlkZtksWOMsz7fbANvkp4WM8x/WCo/om8BMLbz+aE=
 golang.org/x/text v0.14.0/go.mod h1:18ZOQIKpY8NJVqYksKHtTdi31H5itFRjB5/qKTNYzSU=
-golang.org/x/text v0.19.0 h1:kTxAhCbGbxhK0IwgSKiMO5awPoDQ0RpfiVYBfK860YM=
-golang.org/x/text v0.19.0/go.mod h1:BuEKDfySbSR4drPmRPG/7iBdf8hvFMuRexcpahXilzY=
-golang.org/x/text v0.21.0 h1:zyQAAkrwaneQ066sspRyJaG9VNi/YJ1NfzcGB3hZ/qo=
-golang.org/x/text v0.21.0/go.mod h1:4IBbMaMmOPCJ8SecivzSH54+73PCFmPWxNTLm+vZkEQ=
+golang.org/x/text v0.22.0 h1:bofq7m3/HAFvbF51jz3Q9wLg3jkvSPuiZu/pD1XwgtM=
+golang.org/x/text v0.22.0/go.mod h1:YRoo4H8PVmsu+E3Ou7cqLVH8oXWIHVoX0jqUWALQhfY=
 golang.org/x/time v0.0.0-20180412165947-fbb02b2291d2/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ=
 golang.org/x/time v0.0.0-20181108054448-85acf8d2951c/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ=
-golang.org/x/time v0.5.0 h1:o7cqy6amK/52YcAKIPlM3a+Fpj35zvRj2TP+e1xFSfk=
-golang.org/x/time v0.5.0/go.mod h1:3BpzKBy/shNhVucY/MWOyx10tF3SFh9QdLuxbVysPQM=
+golang.org/x/time v0.8.0 h1:9i3RxcPv3PZnitoVGMPDKZSq1xW1gK1Xy3ArNOGZfEg=
+golang.org/x/time v0.8.0/go.mod h1:3BpzKBy/shNhVucY/MWOyx10tF3SFh9QdLuxbVysPQM=
 golang.org/x/tools v0.0.0-20180828015842-6cd1fcedba52/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
 golang.org/x/tools v0.0.0-20180917221912-90fa682c2a6e/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
 golang.org/x/tools v0.0.0-20181030000716-a0a13e073c7b/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
@@ -1118,22 +1016,20 @@ golang.org/x/tools v0.1.5/go.mod h1:o0xws9oXOQQZyjljx8fwUC0k7L1pTE6eaCbjGeHmOkk=
 golang.org/x/tools v0.1.12/go.mod h1:hNGJHUnrk76NpqgfD5Aqm5Crs+Hm0VOH/i9J2+nxYbc=
 golang.org/x/tools v0.4.0/go.mod h1:UE5sM2OK9E/d67R0ANs2xJizIymRP5gJU295PvKXxjQ=
 golang.org/x/tools v0.6.0/go.mod h1:Xwgl3UAJ/d3gWutnCtw505GrjyAbvKui8lOU390QaIU=
-golang.org/x/tools v0.26.0 h1:v/60pFQmzmT9ExmjDv2gGIfi3OqfKoEP6I5+umXlbnQ=
-golang.org/x/tools v0.26.0/go.mod h1:TPVVj70c7JJ3WCazhD8OdXcZg/og+b9+tH/KxylGwH0=
-golang.org/x/tools v0.28.0 h1:WuB6qZ4RPCQo5aP3WdKZS7i595EdWqWR8vqJTlwTVK8=
-golang.org/x/tools v0.28.0/go.mod h1:dcIOrVd3mfQKTgrDVQHqCPMWy6lnhfhtX3hLXYVLfRw=
+golang.org/x/tools v0.30.0 h1:BgcpHewrV5AUp2G9MebG4XPFI1E2W41zU1SaqVA9vJY=
+golang.org/x/tools v0.30.0/go.mod h1:c347cR/OJfw5TI+GfX7RUPNMdDRRbjvYTS0jPyvsVtY=
 golang.org/x/xerrors v0.0.0-20190717185122-a985d3407aa7/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
 golang.org/x/xerrors v0.0.0-20191011141410-1b5146add898/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
 golang.org/x/xerrors v0.0.0-20191204190536-9bdfabe68543/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
 golang.org/x/xerrors v0.0.0-20200804184101-5ec99f83aff1/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
-golang.zx2c4.com/wintun v0.0.0-20211104114900-415007cec224 h1:Ug9qvr1myri/zFN6xL17LSCBGFDnphBBhzmILHsM5TY=
-golang.zx2c4.com/wintun v0.0.0-20211104114900-415007cec224/go.mod h1:deeaetjYA+DHMHg+sMSMI58GrEteJUUzzw7en6TJQcI=
-golang.zx2c4.com/wireguard v0.0.0-20220703234212-c31a7b1ab478 h1:vDy//hdR+GnROE3OdYbQKt9rdtNdHkDtONvpRwmls/0=
-golang.zx2c4.com/wireguard v0.0.0-20220703234212-c31a7b1ab478/go.mod h1:bVQfyl2sCM/QIIGHpWbFGfHPuDvqnCNkT6MQLTCjO/U=
+golang.zx2c4.com/wintun v0.0.0-20230126152724-0fa3db229ce2 h1:B82qJJgjvYKsXS9jeunTOisW56dUokqW/FOteYJJ/yg=
+golang.zx2c4.com/wintun v0.0.0-20230126152724-0fa3db229ce2/go.mod h1:deeaetjYA+DHMHg+sMSMI58GrEteJUUzzw7en6TJQcI=
+golang.zx2c4.com/wireguard v0.0.0-20231211153847-12269c276173 h1:/jFs0duh4rdb8uIfPMv78iAJGcPKDeqAFnaLBropIC4=
+golang.zx2c4.com/wireguard v0.0.0-20231211153847-12269c276173/go.mod h1:tkCQ4FQXmpAgYVh++1cq16/dH4QJtmvpRv19DWGAHSA=
 golang.zx2c4.com/wireguard/windows v0.5.3 h1:On6j2Rpn3OEMXqBq00QEDC7bWSZrPIHKIus8eIuExIE=
 golang.zx2c4.com/wireguard/windows v0.5.3/go.mod h1:9TEe8TJmtwyQebdFwAkEWOPr3prrtqm+REGFifP60hI=
-gonum.org/v1/gonum v0.15.0 h1:2lYxjRbTYyxkJxlhC+LvJIx3SsANPdRybu1tGj9/OrQ=
-gonum.org/v1/gonum v0.15.0/go.mod h1:xzZVBJBtS+Mz4q0Yl2LJTk+OxOg4jiXZ7qBoM0uISGo=
+gonum.org/v1/gonum v0.15.1 h1:FNy7N6OUZVUaWG9pTiD+jlhdQ3lMP+/LcTpJ6+a8sQ0=
+gonum.org/v1/gonum v0.15.1/go.mod h1:eZTZuRFrzu5pcyjN5wJhcIhnUdNijYxX1T2IcrOGY0o=
 google.golang.org/api v0.0.0-20180910000450-7ca32eb868bf/go.mod h1:4mhQ8q/RsB7i+udVvVy5NUi08OU8ZlA0gRVgrF7VFY0=
 google.golang.org/api v0.0.0-20181030000543-1d582fd0359e/go.mod h1:4mhQ8q/RsB7i+udVvVy5NUi08OU8ZlA0gRVgrF7VFY0=
 google.golang.org/api v0.1.0/go.mod h1:UGEZY7KEX120AnNLIHFMKIo4obdJhkp2tPbaPlQx13Y=
@@ -1152,12 +1048,8 @@ google.golang.org/genproto v0.0.0-20190819201941-24fa4b261c55/go.mod h1:DMBHOl98
 google.golang.org/genproto v0.0.0-20200526211855-cb27e3aa2013/go.mod h1:NbSheEEYHJ7i3ixzK3sjbqSGDJWnxyFXZblF3eUsNvo=
 google.golang.org/genproto v0.0.0-20240401170217-c3f982113cda h1:wu/KJm9KJwpfHWhkkZGohVC6KRrc1oJNr4jwtQMOQXw=
 google.golang.org/genproto v0.0.0-20240401170217-c3f982113cda/go.mod h1:g2LLCvCeCSir/JJSWosk19BR4NVxGqHUC6rxIRsd7Aw=
-google.golang.org/genproto/googleapis/api v0.0.0-20240617180043-68d350f18fd4 h1:MuYw1wJzT+ZkybKfaOXKp5hJiZDn2iHaXRw0mRYdHSc=
-google.golang.org/genproto/googleapis/api v0.0.0-20240617180043-68d350f18fd4/go.mod h1:px9SlOOZBg1wM1zdnr8jEL4CNGUBZ+ZKYtNPApNQc4c=
 google.golang.org/genproto/googleapis/api v0.0.0-20241007155032-5fefd90f89a9 h1:T6rh4haD3GVYsgEfWExoCZA2o2FmbNyKpTuAxbEFPTg=
 google.golang.org/genproto/googleapis/api v0.0.0-20241007155032-5fefd90f89a9/go.mod h1:wp2WsuBYj6j8wUdo3ToZsdxxixbvQNAHqVJrTgi5E5M=
-google.golang.org/genproto/googleapis/rpc v0.0.0-20240617180043-68d350f18fd4 h1:Di6ANFilr+S60a4S61ZM00vLdw0IrQOSMS2/6mrnOU0=
-google.golang.org/genproto/googleapis/rpc v0.0.0-20240617180043-68d350f18fd4/go.mod h1:Ue6ibwXGpU+dqIcODieyLOcgj7z8+IcskoNIgZxtrFY=
 google.golang.org/genproto/googleapis/rpc v0.0.0-20241007155032-5fefd90f89a9 h1:QCqS/PdaHTSWGvupk2F/ehwHtGc0/GYkT+3GAcR1CCc=
 google.golang.org/genproto/googleapis/rpc v0.0.0-20241007155032-5fefd90f89a9/go.mod h1:GX3210XPVPUjJbTUbvwI8f2IpZDMZuPJWDzDuebbviI=
 google.golang.org/grpc v1.14.0/go.mod h1:yo6s7OP7yaDglbqo1J04qKzAhqBH6lvTonzMVmEdcZw=
@@ -1168,8 +1060,6 @@ google.golang.org/grpc v1.23.0/go.mod h1:Y5yQAOtifL1yxbo5wqy6BxZv8vAUGQwXBOALyac
 google.golang.org/grpc v1.25.1/go.mod h1:c3i+UQWmh7LiEpx4sFZnkU36qjEYZ0imhYfXVyQciAY=
 google.golang.org/grpc v1.27.0/go.mod h1:qbnxyOmOxrQa7FizSgH+ReBfzJrCY1pSN7KXBS8abTk=
 google.golang.org/grpc v1.33.2/go.mod h1:JMHMWHQWaTccqQQlmk3MJZS+GWXOdAesneDmEnv2fbc=
-google.golang.org/grpc v1.65.0 h1:bs/cUb4lp1G5iImFFd3u5ixQzweKizoZJAwBNLR42lc=
-google.golang.org/grpc v1.65.0/go.mod h1:WgYC2ypjlB0EiQi6wdKixMqukr6lBc0Vo+oOgjrM5ZQ=
 google.golang.org/grpc v1.67.1 h1:zWnc1Vrcno+lHZCOofnIMvycFcc0QRGIzm9dhnDX68E=
 google.golang.org/grpc v1.67.1/go.mod h1:1gLDyUQU7CTLJI90u3nXZ9ekeghjeM7pTDZlqFNg2AA=
 google.golang.org/protobuf v0.0.0-20200109180630-ec00e32a8dfd/go.mod h1:DFci5gLYBciE7Vtevhsrf46CRTquxDuWsQurQQe4oz8=
@@ -1181,10 +1071,8 @@ google.golang.org/protobuf v1.22.0/go.mod h1:EGpADcykh3NcUnDUJcl1+ZksZNG86OlYog2
 google.golang.org/protobuf v1.23.0/go.mod h1:EGpADcykh3NcUnDUJcl1+ZksZNG86OlYog2l/sGQquU=
 google.golang.org/protobuf v1.23.1-0.20200526195155-81db48ad09cc/go.mod h1:EGpADcykh3NcUnDUJcl1+ZksZNG86OlYog2l/sGQquU=
 google.golang.org/protobuf v1.25.0/go.mod h1:9JNX74DMeImyA3h4bdi1ymwjUzf21/xIlbajtzgsN7c=
-google.golang.org/protobuf v1.35.1 h1:m3LfL6/Ca+fqnjnlqQXNpFPABW1UD7mjh8KO2mKFytA=
-google.golang.org/protobuf v1.35.1/go.mod h1:9fA7Ob0pmnwhb644+1+CVWFRbNajQ6iRojtC/QF5bRE=
-google.golang.org/protobuf v1.36.1 h1:yBPeRvTftaleIgM3PZ/WBIZ7XM/eEYAaEyCwvyjq/gk=
-google.golang.org/protobuf v1.36.1/go.mod h1:9fA7Ob0pmnwhb644+1+CVWFRbNajQ6iRojtC/QF5bRE=
+google.golang.org/protobuf v1.36.5 h1:tPhr+woSbjfYvY6/GPufUoYizxw1cF/yFoxJ2fmpwlM=
+google.golang.org/protobuf v1.36.5/go.mod h1:9fA7Ob0pmnwhb644+1+CVWFRbNajQ6iRojtC/QF5bRE=
 gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
 gopkg.in/check.v1 v1.0.0-20180628173108-788fd7840127/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
 gopkg.in/check.v1 v1.0.0-20190902080502-41f04d3bba15/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
@@ -1209,6 +1097,8 @@ gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
 gotest.tools/v3 v3.3.0 h1:MfDY1b1/0xN1CyMlQDac0ziEy9zJQd9CXBRRDHw2jJo=
 gotest.tools/v3 v3.3.0/go.mod h1:Mcr9QNxkg0uMvy/YElmo4SpXgJKWgQvYrT7Kw5RzJ1A=
 grpc.go4.org v0.0.0-20170609214715-11d0a25b4919/go.mod h1:77eQGdRu53HpSqPFJFmuJdjuHRquDANNeA4x7B8WQ9o=
+gvisor.dev/gvisor v0.0.0-20230927004350-cbd86285d259 h1:TbRPT0HtzFP3Cno1zZo7yPzEEnfu8EjLfl6IU9VfqkQ=
+gvisor.dev/gvisor v0.0.0-20230927004350-cbd86285d259/go.mod h1:AVgIgHMwK63XvmAzWG9vLQ41YnVHN0du0tEC46fI7yY=
 honnef.co/go/tools v0.0.0-20180728063816-88497007e858/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
 honnef.co/go/tools v0.0.0-20190102054323-c2f93a96b099/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
 honnef.co/go/tools v0.0.0-20190106161140-3f1c8253044a/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=

From de09ae42ef62fd4156c7220e9e3f11ac88988c59 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Tue, 18 Feb 2025 09:11:07 +0100
Subject: [PATCH 215/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `73e2ed3ce3492d3ed70193dd09ae8aa44779651d` (#4854)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 7e4ba248..e0516b2d 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=2eea03d86a2d132c8245468c26290ce07a27a8e8
+CPPLLAMA_VERSION?=73e2ed3ce3492d3ed70193dd09ae8aa44779651d
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 7e76ea40fbac8049bb46cd6ff0cefe8eaf0f4fd5 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 18 Feb 2025 11:47:00 +0100
Subject: [PATCH 216/679] chore(model gallery): add kubeguru-llama3.2-3b-v0.1
 (#4858)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 17 +++++++++++++++++
 1 file changed, 17 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index b8d6a66f..f4661241 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -1550,6 +1550,23 @@
     - filename: localai-functioncall-llama3.2-3b-v0.5-q4_k_m.gguf
       sha256: edc50f6c243e6bd6912599661a15e030de03d2be53409663ac27d3ca48306ee4
       uri: huggingface://mudler/LocalAI-functioncall-llama3.2-3b-v0.5-Q4_K_M-GGUF/localai-functioncall-llama3.2-3b-v0.5-q4_k_m.gguf
+- !!merge <<: *llama32
+  name: "kubeguru-llama3.2-3b-v0.1"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/647374aa7ff32a81ac6d35d4/rptpRyhrcUEG3i2OPT897.png
+  urls:
+    - https://huggingface.co/Spectro-Cloud/kubeguru-llama3.2-3b-v0.1
+    - https://huggingface.co/mradermacher/kubeguru-llama3.2-3b-v0.1-GGUF
+  description: |
+    Kubeguru: Your Kubernetes & Linux Expert AI
+    Ask anything about Kubernetes, Linux, containers—and get expert answers in real-time!
+    Kubeguru is a specialized Large Language Model (LLM) developed and released by the Open Source team at Spectro Cloud. Whether you're managing cloud-native applications, deploying edge workloads, or troubleshooting containerized services, Kubeguru provides precise, actionable insights at every step.
+  overrides:
+    parameters:
+      model: kubeguru-llama3.2-3b-v0.1.Q4_K_M.gguf
+  files:
+    - filename: kubeguru-llama3.2-3b-v0.1.Q4_K_M.gguf
+      sha256: 770900ba9594f64f31b35fe444d31263712cabe167efaf4201d79fdc29de9533
+      uri: huggingface://mradermacher/kubeguru-llama3.2-3b-v0.1-GGUF/kubeguru-llama3.2-3b-v0.1.Q4_K_M.gguf
 - &qwen25
   name: "qwen2.5-14b-instruct" ## Qwen2.5
   icon: https://avatars.githubusercontent.com/u/141221163

From fac70e9642b6dab31fa5d8ba4bab9a20b1031316 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 18 Feb 2025 11:49:26 +0100
Subject: [PATCH 217/679] chore(model gallery): add
 allenai_llama-3.1-tulu-3.1-8b (#4859)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 17 +++++++++++++++++
 1 file changed, 17 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index f4661241..beb267cd 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -5828,6 +5828,23 @@
     - filename: DavidBrowne17_LlamaThink-8B-instruct-Q4_K_M.gguf
       sha256: 6aea4e13f03347e03d6989c736a7ccab82582115eb072cacfeb7f0b645a8bec0
       uri: huggingface://bartowski/DavidBrowne17_LlamaThink-8B-instruct-GGUF/DavidBrowne17_LlamaThink-8B-instruct-Q4_K_M.gguf
+- !!merge <<: *llama31
+  name: "allenai_llama-3.1-tulu-3.1-8b"
+  icon: https://huggingface.co/datasets/allenai/blog-images/resolve/main/tulu3/Tulu3-logo.png
+  urls:
+    - https://huggingface.co/allenai/Llama-3.1-Tulu-3.1-8B
+    - https://huggingface.co/bartowski/allenai_Llama-3.1-Tulu-3.1-8B-GGUF
+  description: |
+    Tülu 3 is a leading instruction following model family, offering a post-training package with fully open-source data, code, and recipes designed to serve as a comprehensive guide for modern techniques. This is one step of a bigger process to training fully open-source models, like our OLMo models. Tülu 3 is designed for state-of-the-art performance on a diversity of tasks in addition to chat, such as MATH, GSM8K, and IFEval.
+
+    Version 3.1 update: The new version of our Tülu model is from an improvement only in the final RL stage of training. We switched from PPO to GRPO (no reward model) and did further hyperparameter tuning to achieve substantial performance improvements across the board over the original Tülu 3 8B model.
+  overrides:
+    parameters:
+      model: allenai_Llama-3.1-Tulu-3.1-8B-Q4_K_M.gguf
+  files:
+    - filename: allenai_Llama-3.1-Tulu-3.1-8B-Q4_K_M.gguf
+      sha256: 5eae0f1a9bcdea7cad9f1d0d5ba7540bb3de3e2d72293c076a23f24db1c2c7da
+      uri: huggingface://bartowski/allenai_Llama-3.1-Tulu-3.1-8B-GGUF/allenai_Llama-3.1-Tulu-3.1-8B-Q4_K_M.gguf
 - &deepseek
   url: "github:mudler/LocalAI/gallery/deepseek.yaml@master" ## Deepseek
   name: "deepseek-coder-v2-lite-instruct"

From 131ea5b6271d89b13b34e5c9670e7f5b2aaf47c7 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 18 Feb 2025 11:51:29 +0100
Subject: [PATCH 218/679] chore(model gallery): add
 nbeerbower_dumpling-qwen2.5-14b (#4860)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 28 ++++++++++++++++++++++++++++
 1 file changed, 28 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index beb267cd..57416655 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -3847,6 +3847,34 @@
     - filename: ozone-ai_0x-lite-Q4_K_M.gguf
       sha256: 7f163e72ead7522bd6774555a932e0a11f212d17cdc9442e2cfd1b017009f832
       uri: huggingface://bartowski/ozone-ai_0x-lite-GGUF/ozone-ai_0x-lite-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "nbeerbower_dumpling-qwen2.5-14b"
+  icon: https://huggingface.co/nbeerbower/Dumpling-Qwen2.5-32B/resolve/main/dumpling_cover.png?download=true
+  urls:
+    - https://huggingface.co/nbeerbower/Dumpling-Qwen2.5-14B
+    - https://huggingface.co/bartowski/nbeerbower_Dumpling-Qwen2.5-14B-GGUF
+  description: |
+    nbeerbower/EVA-abliterated-TIES-Qwen2.5-14B finetuned on:
+
+        nbeerbower/GreatFirewall-DPO
+        nbeerbower/Schule-DPO
+        nbeerbower/Purpura-DPO
+        nbeerbower/Arkhaios-DPO
+        jondurbin/truthy-dpo-v0.1
+        antiven0m/physical-reasoning-dpo
+        flammenai/Date-DPO-NoAsterisks
+        flammenai/Prude-Phi3-DPO
+        Atsunori/HelpSteer2-DPO
+        jondurbin/gutenberg-dpo-v0.1
+        nbeerbower/gutenberg2-dpo
+        nbeerbower/gutenberg-moderne-dpo.
+  overrides:
+    parameters:
+      model: nbeerbower_Dumpling-Qwen2.5-14B-Q4_K_M.gguf
+  files:
+    - filename: nbeerbower_Dumpling-Qwen2.5-14B-Q4_K_M.gguf
+      sha256: 2d38348414b2719971a08a604313ed98b44b586490633d6e237dd096ae5bf31d
+      uri: huggingface://bartowski/nbeerbower_Dumpling-Qwen2.5-14B-GGUF/nbeerbower_Dumpling-Qwen2.5-14B-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From b9b5a635ca2c578006e6a2eb1b7093f863da619f Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 18 Feb 2025 11:53:23 +0100
Subject: [PATCH 219/679] chore(model gallery): add
 nbeerbower_dumpling-qwen2.5-32b-v2 (#4861)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 28 ++++++++++++++++++++++++++++
 1 file changed, 28 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 57416655..7f43c2ba 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -3875,6 +3875,34 @@
     - filename: nbeerbower_Dumpling-Qwen2.5-14B-Q4_K_M.gguf
       sha256: 2d38348414b2719971a08a604313ed98b44b586490633d6e237dd096ae5bf31d
       uri: huggingface://bartowski/nbeerbower_Dumpling-Qwen2.5-14B-GGUF/nbeerbower_Dumpling-Qwen2.5-14B-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "nbeerbower_dumpling-qwen2.5-32b-v2"
+  icon: https://huggingface.co/nbeerbower/Dumpling-Qwen2.5-32B/resolve/main/dumpling_cover.png?download=true
+  urls:
+    - https://huggingface.co/nbeerbower/Dumpling-Qwen2.5-32B-v2
+    - https://huggingface.co/bartowski/nbeerbower_Dumpling-Qwen2.5-32B-v2-GGUF
+  description: |
+    nbeerbower/Rombos-EVAGutenberg-TIES-Qwen2.5-32B finetuned on:
+
+        nbeerbower/GreatFirewall-DPO
+        nbeerbower/Schule-DPO
+        nbeerbower/Purpura-DPO
+        nbeerbower/Arkhaios-DPO
+        jondurbin/truthy-dpo-v0.1
+        antiven0m/physical-reasoning-dpo
+        flammenai/Date-DPO-NoAsterisks
+        flammenai/Prude-Phi3-DPO
+        Atsunori/HelpSteer2-DPO
+        jondurbin/gutenberg-dpo-v0.1
+        nbeerbower/gutenberg2-dpo
+        nbeerbower/gutenberg-moderne-dpo.
+  overrides:
+    parameters:
+      model: nbeerbower_Dumpling-Qwen2.5-32B-v2-Q4_K_M.gguf
+  files:
+    - filename: nbeerbower_Dumpling-Qwen2.5-32B-v2-Q4_K_M.gguf
+      sha256: 02a5320d62e13b31ac6d04ccdaba7b72a524d6cc72a7082b94d8cac0a183ecb4
+      uri: huggingface://bartowski/nbeerbower_Dumpling-Qwen2.5-32B-v2-GGUF/nbeerbower_Dumpling-Qwen2.5-32B-v2-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From bb85b6ef00656ba29019cb78c1fb5f5a7814335b Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 18 Feb 2025 12:44:44 +0100
Subject: [PATCH 220/679] feat: improve ui models list in the index (#4863)

* feat(ui): improve index

- Redirect to the chat view when clicking on a model

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Display chat icon nearby the model

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 core/http/views/chat.html  | 2 +-
 core/http/views/index.html | 4 ++--
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/core/http/views/chat.html b/core/http/views/chat.html
index b0f11281..627aff8a 100644
--- a/core/http/views/chat.html
+++ b/core/http/views/chat.html
@@ -44,7 +44,7 @@ SOFTWARE.
 
       <div class="flex items-center justify-between">
 
-      <h1 class="text-lg font-semibold"> <i class="fa-solid fa-comments"></i> Chat with {{.Model}} <a href="https://localai.io/features/text-generation/" target="_blank" >
+      <h1 class="text-lg font-semibold"> <i class="fa-solid fa-comments"></i> Chat with {{.Model}} <a href="browse?term={{.Model}}" ><i class="fas fa-brain pr-2"></i></a> <a href="https://localai.io/features/text-generation/" target="_blank" >
         <i class="fas fa-circle-info pr-2"></i>
       </a></h1>
       <div x-show="component === 'menu'" id="menu">
diff --git a/core/http/views/index.html b/core/http/views/index.html
index 569d72aa..f4666b43 100644
--- a/core/http/views/index.html
+++ b/core/http/views/index.html
@@ -41,7 +41,7 @@
                 <thead class="text-xs text-gray-400 uppercase bg-gray-700">
                     <tr>
                         <th class="px-4 py-2"></th>
-                        <th class="px-4 py-2">Model Name</th>
+                        <th class="px-4 py-2"><i class="fas fa-brain pr-2"></i>Model Name</th>
                         <th class="px-4 py-2">Backend</th>
                         <th class="px-4 py-2 float-right">Actions</th>
                     </tr>
@@ -66,7 +66,7 @@
                         {{ end }}
                     </td>
                     <td class="px-4 py-3 font-bold">
-                        <p class="font-bold text-white flex items-center"><i class="fas fa-brain pr-2"></i><a href="browse?term={{.Name}}">{{.Name}}</a></p>
+                        <p class="font-bold text-white flex items-center"><a href="browse?term={{.Name}}">{{.Name}}</a> <a href="chat/{{.Name}}"><i class="fas fa-comments"></i></a></p>
                     </td>
                     <td class="px-4 py-3 font-bold">
                         {{ if .Backend }}

From 28fb8e607a8d30d8dca0c28a2f6cb7599e0b4921 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 18 Feb 2025 12:44:59 +0100
Subject: [PATCH 221/679] chore(model gallery): add
 nbeerbower_dumpling-qwen2.5-72b (#4862)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 27 +++++++++++++++++++++++++++
 1 file changed, 27 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 7f43c2ba..e8482344 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -3903,6 +3903,33 @@
     - filename: nbeerbower_Dumpling-Qwen2.5-32B-v2-Q4_K_M.gguf
       sha256: 02a5320d62e13b31ac6d04ccdaba7b72a524d6cc72a7082b94d8cac0a183ecb4
       uri: huggingface://bartowski/nbeerbower_Dumpling-Qwen2.5-32B-v2-GGUF/nbeerbower_Dumpling-Qwen2.5-32B-v2-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "nbeerbower_dumpling-qwen2.5-72b"
+  icon: https://huggingface.co/nbeerbower/Dumpling-Qwen2.5-32B/resolve/main/dumpling_cover.png?download=true
+  urls:
+    - https://huggingface.co/nbeerbower/Dumpling-Qwen2.5-72B
+    - https://huggingface.co/bartowski/nbeerbower_Dumpling-Qwen2.5-72B-GGUF
+  description: |
+    nbeerbower/EVA-abliterated-TIES-Qwen2.5-72B finetuned on:
+        nbeerbower/GreatFirewall-DPO
+        nbeerbower/Schule-DPO
+        nbeerbower/Purpura-DPO
+        nbeerbower/Arkhaios-DPO
+        jondurbin/truthy-dpo-v0.1
+        antiven0m/physical-reasoning-dpo
+        flammenai/Date-DPO-NoAsterisks
+        flammenai/Prude-Phi3-DPO
+        Atsunori/HelpSteer2-DPO
+        jondurbin/gutenberg-dpo-v0.1
+        nbeerbower/gutenberg2-dpo
+        nbeerbower/gutenberg-moderne-dpo.
+  overrides:
+    parameters:
+      model: nbeerbower_Dumpling-Qwen2.5-72B-Q4_K_M.gguf
+  files:
+    - filename: nbeerbower_Dumpling-Qwen2.5-72B-Q4_K_M.gguf
+      sha256: 384de5ba5e60255846cd38e2bfad0374b059fb627ba8abb02273186f28684385
+      uri: huggingface://bartowski/nbeerbower_Dumpling-Qwen2.5-72B-GGUF/nbeerbower_Dumpling-Qwen2.5-72B-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From 5b19af99ff8d0a1bd4c21c6fce80badf3d0a853b Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 18 Feb 2025 19:27:07 +0100
Subject: [PATCH 222/679] feat(ui): detect model usage and display link (#4864)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 core/config/backend_config.go |  9 +++++++++
 core/http/views/index.html    | 15 +++++++++++++--
 2 files changed, 22 insertions(+), 2 deletions(-)

diff --git a/core/config/backend_config.go b/core/config/backend_config.go
index 7d04996a..cba85640 100644
--- a/core/config/backend_config.go
+++ b/core/config/backend_config.go
@@ -400,6 +400,15 @@ func (cfg *BackendConfig) SetDefaults(opts ...ConfigLoaderOption) {
 		cfg.Debug = &trueV
 	}
 
+	if len(cfg.KnownUsecaseStrings) == 0 {
+		// Infer use case if not provided
+		for k, usecase := range GetAllBackendConfigUsecases() {
+			if cfg.HasUsecases(usecase) {
+				cfg.KnownUsecaseStrings = append(cfg.KnownUsecaseStrings, k)
+			}
+		}
+	}
+
 	guessDefaultsFromFile(cfg, lo.modelPath)
 }
 
diff --git a/core/http/views/index.html b/core/http/views/index.html
index f4666b43..143a7b36 100644
--- a/core/http/views/index.html
+++ b/core/http/views/index.html
@@ -29,7 +29,7 @@
             </h3>
             {{ range .Models }}
             <div class="bg-gray-800 border-b border-gray-700 p-4 mt-4">
-                <h4 class="text-md font-bold text-gray-200">{{.}}</h4>
+                <h4 class="text-md font-bold text-gray-200">{{.Name}}</h4>
             </div>              
             {{end}}
             {{end}}
@@ -66,7 +66,18 @@
                         {{ end }}
                     </td>
                     <td class="px-4 py-3 font-bold">
-                        <p class="font-bold text-white flex items-center"><a href="browse?term={{.Name}}">{{.Name}}</a> <a href="chat/{{.Name}}"><i class="fas fa-comments"></i></a></p>
+                        <p class="font-bold text-white flex items-center">{{.Name}} <a href="browse?term={{.Name}}" class="ml-2 text-blue-400 hover:text-blue-600"><i class="fas fa-search"></i></a></p>
+                        {{ range .KnownUsecaseStrings }}
+                        {{ if eq . "FLAG_CHAT" }}
+                            <a href="chat/{{$cfg.Name}}" class="ml-2 bg-blue-500 text-white py-1 px-3 rounded-lg shadow transition duration-300 ease-in-out hover:bg-blue-700 hover:shadow-lg"><i class="fas fa-comments pr-1"></i>Chat</a>
+                        {{ end }}
+                        {{ if eq . "FLAG_IMAGE" }}
+                            <a href="text2image/{{$cfg.Name}}" class="ml-2 bg-green-500 text-white py-1 px-3 rounded-lg shadow transition duration-300 ease-in-out hover:bg-green-700 hover:shadow-lg"><i class="fas fa-image pr-1"></i>Image</a>
+                        {{ end }}
+                        {{ if eq . "FLAG_TTS" }}
+                            <a href="tts/{{$cfg.Name}}" class="ml-2 bg-purple-500 text-white py-1 px-3 rounded-lg shadow transition duration-300 ease-in-out hover:bg-purple-700 hover:shadow-lg"><i class="fas fa-microphone pr-1"></i>TTS</a>
+                        {{ end }}
+                        {{ end }}
                     </td>
                     <td class="px-4 py-3 font-bold">
                         {{ if .Backend }}

From 6a6e1a0ea9f8e656f2587786a2f41334fb04c8a3 Mon Sep 17 00:00:00 2001
From: Brandon Beiler <brandonbeiler@gmail.com>
Date: Tue, 18 Feb 2025 13:27:58 -0500
Subject: [PATCH 223/679] feat(vllm): Additional vLLM config options (Disable
 logging, dtype, and Per-Prompt media limits) (#4855)

* Adding the following vLLM config options: disable_log_status, dtype, limit_mm_per_prompt

Signed-off-by: TheDropZone <brandonbeiler@gmail.com>

* using " marks in the config.yaml file

Signed-off-by: TheDropZone <brandonbeiler@gmail.com>

* adding in missing colon

Signed-off-by: TheDropZone <brandonbeiler@gmail.com>

---------

Signed-off-by: TheDropZone <brandonbeiler@gmail.com>
---
 backend/backend.proto          |  7 ++++-
 backend/python/vllm/backend.py | 17 +++++++++---
 core/backend/options.go        |  6 +++++
 core/config/backend_config.go  | 48 ++++++++++++++++++++--------------
 gallery/vllm.yaml              |  9 +++++++
 5 files changed, 64 insertions(+), 23 deletions(-)

diff --git a/backend/backend.proto b/backend/backend.proto
index bd75adc5..aa34687a 100644
--- a/backend/backend.proto
+++ b/backend/backend.proto
@@ -165,7 +165,7 @@ message Reply {
 
 message GrammarTrigger {
   string word = 1;
-  bool at_start = 2; 
+  bool at_start = 2;
 }
 
 message ModelOptions {
@@ -229,6 +229,11 @@ message ModelOptions {
   int32  MaxModelLen = 54;
   int32  TensorParallelSize = 55;
   string LoadFormat = 58;
+  bool   DisableLogStatus = 66;
+  string DType = 67;
+  int32  LimitImagePerPrompt = 68;
+  int32  LimitVideoPerPrompt = 69;
+  int32  LimitAudioPerPrompt = 70;
 
   string MMProj = 41;
 
diff --git a/backend/python/vllm/backend.py b/backend/python/vllm/backend.py
index 98ac5081..238ba0e3 100644
--- a/backend/python/vllm/backend.py
+++ b/backend/python/vllm/backend.py
@@ -109,6 +109,17 @@ class BackendServicer(backend_pb2_grpc.BackendServicer):
             engine_args.swap_space = request.SwapSpace
         if request.MaxModelLen != 0:
             engine_args.max_model_len = request.MaxModelLen
+        if request.DisableLogStatus:
+            engine_args.disable_log_status = request.DisableLogStatus
+        if request.DType != "":
+            engine_args.dtype = request.DType
+        if request.LimitImagePerPrompt != 0 or request.LimitVideoPerPrompt != 0 or request.LimitAudioPerPrompt != 0:
+            # limit-mm-per-prompt defaults to 1 per modality, based on vLLM docs
+            engine_args.limit_mm_per_prompt = {
+                "image": max(request.LimitImagePerPrompt, 1),
+                "video": max(request.LimitVideoPerPrompt, 1),
+                "audio": max(request.LimitAudioPerPrompt, 1)
+            }
 
         try:
             self.llm = AsyncLLMEngine.from_engine_args(engine_args)
@@ -269,7 +280,7 @@ class BackendServicer(backend_pb2_grpc.BackendServicer):
     def load_image(self, image_path: str):
         """
         Load an image from the given file path or base64 encoded data.
-        
+
         Args:
             image_path (str): The path to the image file or base64 encoded data.
 
@@ -288,7 +299,7 @@ class BackendServicer(backend_pb2_grpc.BackendServicer):
     def load_video(self, video_path: str):
         """
         Load a video from the given file path.
-        
+
         Args:
             video_path (str): The path to the image file.
 
@@ -335,4 +346,4 @@ if __name__ == "__main__":
     )
     args = parser.parse_args()
 
-    asyncio.run(serve(args.addr))
\ No newline at end of file
+    asyncio.run(serve(args.addr))
diff --git a/core/backend/options.go b/core/backend/options.go
index 3201142d..c807e4e8 100644
--- a/core/backend/options.go
+++ b/core/backend/options.go
@@ -159,6 +159,12 @@ func grpcModelOpts(c config.BackendConfig) *pb.ModelOptions {
 		SwapSpace:            int32(c.SwapSpace),
 		MaxModelLen:          int32(c.MaxModelLen),
 		TensorParallelSize:   int32(c.TensorParallelSize),
+		DisableLogStatus:     c.DisableLogStatus,
+		DType:                c.DType,
+		// LimitMMPerPrompt vLLM
+		LimitImagePerPrompt:  int32(c.LimitMMPerPrompt.LimitImagePerPrompt),
+		LimitVideoPerPrompt:  int32(c.LimitMMPerPrompt.LimitVideoPerPrompt),
+		LimitAudioPerPrompt:  int32(c.LimitMMPerPrompt.LimitAudioPerPrompt),
 		MMProj:               c.MMProj,
 		FlashAttention:       c.FlashAttention,
 		CacheTypeKey:         c.CacheTypeK,
diff --git a/core/config/backend_config.go b/core/config/backend_config.go
index cba85640..ee87af30 100644
--- a/core/config/backend_config.go
+++ b/core/config/backend_config.go
@@ -130,25 +130,28 @@ type LLMConfig struct {
 	TrimSpace       []string `yaml:"trimspace"`
 	TrimSuffix      []string `yaml:"trimsuffix"`
 
-	ContextSize          *int      `yaml:"context_size"`
-	NUMA                 bool      `yaml:"numa"`
-	LoraAdapter          string    `yaml:"lora_adapter"`
-	LoraBase             string    `yaml:"lora_base"`
-	LoraAdapters         []string  `yaml:"lora_adapters"`
-	LoraScales           []float32 `yaml:"lora_scales"`
-	LoraScale            float32   `yaml:"lora_scale"`
-	NoMulMatQ            bool      `yaml:"no_mulmatq"`
-	DraftModel           string    `yaml:"draft_model"`
-	NDraft               int32     `yaml:"n_draft"`
-	Quantization         string    `yaml:"quantization"`
-	LoadFormat           string    `yaml:"load_format"`
-	GPUMemoryUtilization float32   `yaml:"gpu_memory_utilization"` // vLLM
-	TrustRemoteCode      bool      `yaml:"trust_remote_code"`      // vLLM
-	EnforceEager         bool      `yaml:"enforce_eager"`          // vLLM
-	SwapSpace            int       `yaml:"swap_space"`             // vLLM
-	MaxModelLen          int       `yaml:"max_model_len"`          // vLLM
-	TensorParallelSize   int       `yaml:"tensor_parallel_size"`   // vLLM
-	MMProj               string    `yaml:"mmproj"`
+	ContextSize          *int               `yaml:"context_size"`
+	NUMA                 bool               `yaml:"numa"`
+	LoraAdapter          string             `yaml:"lora_adapter"`
+	LoraBase             string             `yaml:"lora_base"`
+	LoraAdapters         []string           `yaml:"lora_adapters"`
+	LoraScales           []float32          `yaml:"lora_scales"`
+	LoraScale            float32            `yaml:"lora_scale"`
+	NoMulMatQ            bool               `yaml:"no_mulmatq"`
+	DraftModel           string             `yaml:"draft_model"`
+	NDraft               int32              `yaml:"n_draft"`
+	Quantization         string             `yaml:"quantization"`
+	LoadFormat           string             `yaml:"load_format"`
+	GPUMemoryUtilization float32            `yaml:"gpu_memory_utilization"` // vLLM
+	TrustRemoteCode      bool               `yaml:"trust_remote_code"`      // vLLM
+	EnforceEager         bool               `yaml:"enforce_eager"`          // vLLM
+	SwapSpace            int                `yaml:"swap_space"`             // vLLM
+	MaxModelLen          int                `yaml:"max_model_len"`          // vLLM
+	TensorParallelSize   int                `yaml:"tensor_parallel_size"`   // vLLM
+	DisableLogStatus     bool               `yaml:"disable_log_stats"`      // vLLM
+	DType                string             `yaml:"dtype"`                  // vLLM
+	LimitMMPerPrompt     LimitMMPerPrompt   `yaml:"limit_mm_per_prompt"`    // vLLM
+	MMProj               string             `yaml:"mmproj"`
 
 	FlashAttention bool   `yaml:"flash_attention"`
 	NoKVOffloading bool   `yaml:"no_kv_offloading"`
@@ -166,6 +169,13 @@ type LLMConfig struct {
 	CFGScale float32 `yaml:"cfg_scale"` // Classifier-Free Guidance Scale
 }
 
+// LimitMMPerPrompt is a struct that holds the configuration for the limit-mm-per-prompt config in vLLM
+type LimitMMPerPrompt struct {
+	LimitImagePerPrompt   int   `yaml:"image"`
+	LimitVideoPerPrompt   int   `yaml:"video"`
+	LimitAudioPerPrompt   int   `yaml:"audio"`
+}
+
 // AutoGPTQ is a struct that holds the configuration specific to the AutoGPTQ backend
 type AutoGPTQ struct {
 	ModelBaseName    string `yaml:"model_base_name"`
diff --git a/gallery/vllm.yaml b/gallery/vllm.yaml
index 5a2f16ce..f0b797cc 100644
--- a/gallery/vllm.yaml
+++ b/gallery/vllm.yaml
@@ -16,6 +16,8 @@ config_file: |
       use_tokenizer_template: true
     # Uncomment to specify a quantization method (optional)
     # quantization: "awq"
+    # Uncomment to set dtype, choices are: "auto", "half", "float16", "bfloat16", "float", "float32". awq on vLLM does not support bfloat16
+    # dtype: "float16"
     # Uncomment to limit the GPU memory utilization (vLLM default is 0.9 for 90%)
     # gpu_memory_utilization: 0.5
     # Uncomment to trust remote code from huggingface
@@ -30,3 +32,10 @@ config_file: |
     # Allows you to partition and run large models. Performance gains are limited.
     # https://github.com/vllm-project/vllm/issues/1435
     # tensor_parallel_size: 2
+    # Uncomment to disable log stats
+    # disable_log_stats: true
+    # Uncomment to specify Multi-Model limits per prompt, defaults to 1 per modality if not specified
+    # limit_mm_per_prompt:
+    #   image: 2
+    #   video: 2
+    #   audio: 2

From 94593ba4c3f653d225be675db5f34cb646d2062c Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Wed, 19 Feb 2025 09:19:28 +0100
Subject: [PATCH 224/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `63e489c025d61c7ca5ec06c5d10f36e2b76aaa1d` (#4865)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index e0516b2d..d58bf43e 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=73e2ed3ce3492d3ed70193dd09ae8aa44779651d
+CPPLLAMA_VERSION?=63e489c025d61c7ca5ec06c5d10f36e2b76aaa1d
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 42ae807c417afab352b0034cc71e28e23940a994 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Wed, 19 Feb 2025 10:02:35 +0100
Subject: [PATCH 225/679] chore(model gallery): add pygmalionai_pygmalion-3-12b
 (#4866)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 17 +++++++++++++++++
 1 file changed, 17 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index e8482344..e5929036 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -7357,6 +7357,23 @@
     - filename: PygmalionAI_Eleusis-12B-Q4_K_M.gguf
       sha256: 899091671ae483fc7c132512221ee6600984c936cd8c261becee696d00080701
       uri: huggingface://bartowski/PygmalionAI_Eleusis-12B-GGUF/PygmalionAI_Eleusis-12B-Q4_K_M.gguf
+- !!merge <<: *mistral03
+  name: "pygmalionai_pygmalion-3-12b"
+  url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
+  urls:
+    - https://huggingface.co/PygmalionAI/Pygmalion-3-12B
+    - https://huggingface.co/bartowski/PygmalionAI_Pygmalion-3-12B-GGUF
+  description: |
+    It's been a long road fraught with delays, technical issues and us banging our heads against the wall, but we're glad to say that we've returned to open-source roleplaying with our newest model, Pygmalion-3. We've taken Mistral's Nemo base model and fed it hundreds of millions of tokens of conversations, creative writing and instructions to create a model dedicated towards roleplaying that we hope fulfills your expectations.
+
+    As part of our open-source roots and promises to those who have been with us since the beginning, we release this model under the permissive Apache 2.0 license, allowing anyone to use and develop upon our work for everybody in the local models community.
+  overrides:
+    parameters:
+      model: PygmalionAI_Pygmalion-3-12B-Q4_K_M.gguf
+  files:
+    - filename: PygmalionAI_Pygmalion-3-12B-Q4_K_M.gguf
+      sha256: ea6504af7af72db98c2e1fe6b0a7cd4389ccafc6c99247a8c606bf503d7eee6b
+      uri: huggingface://bartowski/PygmalionAI_Pygmalion-3-12B-GGUF/PygmalionAI_Pygmalion-3-12B-Q4_K_M.gguf
 - &mudler
   url: "github:mudler/LocalAI/gallery/mudler.yaml@master" ### START mudler's LocalAI specific-models
   name: "LocalAI-llama3-8b-function-call-v0.2"

From 4de0f2f73716a94d856621b6516c4c86a8c5a309 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Wed, 19 Feb 2025 10:04:01 +0100
Subject: [PATCH 226/679] chore(model gallery): add open-r1_openr1-qwen-7b
 (#4867)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index e5929036..8b93a8b5 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -3930,6 +3930,20 @@
     - filename: nbeerbower_Dumpling-Qwen2.5-72B-Q4_K_M.gguf
       sha256: 384de5ba5e60255846cd38e2bfad0374b059fb627ba8abb02273186f28684385
       uri: huggingface://bartowski/nbeerbower_Dumpling-Qwen2.5-72B-GGUF/nbeerbower_Dumpling-Qwen2.5-72B-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "open-r1_openr1-qwen-7b"
+  urls:
+    - https://huggingface.co/open-r1/OpenR1-Qwen-7B
+    - https://huggingface.co/bartowski/open-r1_OpenR1-Qwen-7B-GGUF
+  description: |
+    This is a finetune of Qwen2.5-Math-Instruct on OpenR1-220k-Math (default split). We train the model on the default split of OpenR1-220k-Math for 3 epochs. We use learning rate of 5e-5 and extend the context length from 4k to 32k, by increasing RoPE frequency to 300k. The training follows a linear learning rate schedule with a 10% warmup phase.
+  overrides:
+    parameters:
+      model: open-r1_OpenR1-Qwen-7B-Q4_K_M.gguf
+  files:
+    - filename: open-r1_OpenR1-Qwen-7B-Q4_K_M.gguf
+      sha256: d3bf99666cd19b637948ec9943044b591d3b906d0ee4f3ef1b3eb693ac8f66a6
+      uri: huggingface://bartowski/open-r1_OpenR1-Qwen-7B-GGUF/open-r1_OpenR1-Qwen-7B-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From 08311f275a27c0b3fde1b36cc2080eb79ca7328b Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Wed, 19 Feb 2025 10:36:36 +0100
Subject: [PATCH 227/679] chore(model gallery): add
 sentientagi_dobby-unhinged-llama-3.3-70b (#4868)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 8b93a8b5..ffb44355 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -611,6 +611,21 @@
     - filename: TheSkullery_L3.3-exp-unnamed-model-70b-v0.5-Q4_K_M.gguf
       sha256: b8f7a0bcbccf79507ee28c8f6ca4e88625d9aa17f92deb12635775fb2eb42a2a
       uri: huggingface://bartowski/TheSkullery_L3.3-exp-unnamed-model-70b-v0.5-GGUF/TheSkullery_L3.3-exp-unnamed-model-70b-v0.5-Q4_K_M.gguf
+- !!merge <<: *llama33
+  name: "sentientagi_dobby-unhinged-llama-3.3-70b"
+  icon: https://huggingface.co/SentientAGI/Dobby-Unhinged-Llama-3.3-70B/resolve/main/assets/Dobby-70B.png
+  urls:
+    - https://huggingface.co/SentientAGI/Dobby-Unhinged-Llama-3.3-70B
+    - https://huggingface.co/bartowski/SentientAGI_Dobby-Unhinged-Llama-3.3-70B-GGUF
+  description: |
+    Dobby-Unhinged-Llama-3.3-70B is a language model fine-tuned from Llama-3.3-70B-Instruct. Dobby models have a strong conviction towards personal freedom, decentralization, and all things crypto — even when coerced to speak otherwise. Dobby-Unhinged-Llama-3.3-70B, Dobby-Mini-Leashed-Llama-3.1-8B and Dobby-Mini-Unhinged-Llama-3.1-8B have their own unique personalities, and this 70B model is being released in response to the community feedback that was collected from our previous 8B releases.
+  overrides:
+    parameters:
+      model: SentientAGI_Dobby-Unhinged-Llama-3.3-70B-Q4_K_M.gguf
+  files:
+    - filename: SentientAGI_Dobby-Unhinged-Llama-3.3-70B-Q4_K_M.gguf
+      sha256: b768e3828f8a72b7374bcf71600af8621563f1b002459b4dcd002ab144f68aa6
+      uri: huggingface://bartowski/SentientAGI_Dobby-Unhinged-Llama-3.3-70B-GGUF/SentientAGI_Dobby-Unhinged-Llama-3.3-70B-Q4_K_M.gguf
 - &rwkv
   url: "github:mudler/LocalAI/gallery/rwkv.yaml@master"
   name: "rwkv-6-world-7b"

From ea0c9f11681c4b86d07b2199e0d89a53a6566b26 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Wed, 19 Feb 2025 17:34:30 +0100
Subject: [PATCH 228/679] feat(ui): show only text models in the chat interface
 (#4869)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 core/http/routes/ui.go     | 58 ++++++++++++++++++++++----------------
 core/http/views/chat.html  | 23 +++++++++++----
 core/http/views/index.html |  7 +++--
 3 files changed, 54 insertions(+), 34 deletions(-)

diff --git a/core/http/routes/ui.go b/core/http/routes/ui.go
index 92d20544..f60b3698 100644
--- a/core/http/routes/ui.go
+++ b/core/http/routes/ui.go
@@ -305,23 +305,6 @@ func RegisterUIRoutes(app *fiber.App,
 		})
 	}
 
-	// Show the Chat page
-	app.Get("/chat/:model", func(c *fiber.Ctx) error {
-		backendConfigs, _ := services.ListModels(cl, ml, config.NoFilterFn, services.SKIP_IF_CONFIGURED)
-
-		summary := fiber.Map{
-			"Title":        "LocalAI - Chat with " + c.Params("model"),
-			"BaseURL":      utils.BaseURL(c),
-			"ModelsConfig": backendConfigs,
-			"Model":        c.Params("model"),
-			"Version":      internal.PrintableVersion(),
-			"IsP2PEnabled": p2p.IsP2PEnabled(),
-		}
-
-		// Render index
-		return c.Render("views/chat", summary)
-	})
-
 	app.Get("/talk/", func(c *fiber.Ctx) error {
 		backendConfigs, _ := services.ListModels(cl, ml, config.NoFilterFn, services.SKIP_IF_CONFIGURED)
 
@@ -345,20 +328,45 @@ func RegisterUIRoutes(app *fiber.App,
 
 	app.Get("/chat/", func(c *fiber.Ctx) error {
 
-		backendConfigs, _ := services.ListModels(cl, ml, config.NoFilterFn, services.SKIP_IF_CONFIGURED)
+		allModels, _ := services.ListModels(cl, ml, config.NoFilterFn, services.SKIP_IF_CONFIGURED)
+		backendConfigs := cl.GetAllBackendConfigs()
+		modelsWithoutConfig, _ := services.ListModels(cl, ml, config.NoFilterFn, services.LOOSE_ONLY)
 
-		if len(backendConfigs) == 0 {
+		if len(allModels) == 0 {
 			// If no model is available redirect to the index which suggests how to install models
 			return c.Redirect(utils.BaseURL(c))
 		}
 
 		summary := fiber.Map{
-			"Title":        "LocalAI - Chat with " + backendConfigs[0],
-			"BaseURL":      utils.BaseURL(c),
-			"ModelsConfig": backendConfigs,
-			"Model":        backendConfigs[0],
-			"Version":      internal.PrintableVersion(),
-			"IsP2PEnabled": p2p.IsP2PEnabled(),
+			"Title":               "LocalAI - Chat with " + allModels[0],
+			"BaseURL":             utils.BaseURL(c),
+			"AllModels":           allModels,
+			"ModelsWithoutConfig": modelsWithoutConfig,
+			"ModelsConfig":        backendConfigs,
+			"Model":               allModels[0],
+			"Version":             internal.PrintableVersion(),
+			"IsP2PEnabled":        p2p.IsP2PEnabled(),
+		}
+
+		// Render index
+		return c.Render("views/chat", summary)
+	})
+
+	// Show the Chat page
+	app.Get("/chat/:model", func(c *fiber.Ctx) error {
+		allModels, _ := services.ListModels(cl, ml, config.NoFilterFn, services.SKIP_IF_CONFIGURED)
+		backendConfigs := cl.GetAllBackendConfigs()
+		modelsWithoutConfig, _ := services.ListModels(cl, ml, config.NoFilterFn, services.LOOSE_ONLY)
+
+		summary := fiber.Map{
+			"Title":               "LocalAI - Chat with " + c.Params("model"),
+			"BaseURL":             utils.BaseURL(c),
+			"ModelsConfig":        backendConfigs,
+			"ModelsWithoutConfig": modelsWithoutConfig,
+			"AllModels":           allModels,
+			"Model":               c.Params("model"),
+			"Version":             internal.PrintableVersion(),
+			"IsP2PEnabled":        p2p.IsP2PEnabled(),
 		}
 
 		// Render index
diff --git a/core/http/views/chat.html b/core/http/views/chat.html
index 627aff8a..4f06a1a4 100644
--- a/core/http/views/chat.html
+++ b/core/http/views/chat.html
@@ -100,14 +100,25 @@ SOFTWARE.
         <option value="" disabled class="text-gray-400" >Select a model</option>
         {{ $model:=.Model}}
         {{ range .ModelsConfig }}
-        {{ if eq . $model }}
-        <option value="chat/{{.}}" selected  class="bg-gray-700 text-white">{{.}}</option>
-        {{ else }}
-        <option value="chat/{{.}}" class="bg-gray-700 text-white">{{.}}</option>
-        {{ end }}
+          {{ $cfg := . }}
+          {{ if eq .Name $model }}
+            <option value="chat/{{.Name}}" selected  class="bg-gray-700 text-white">{{.Name}}</option>
+          {{ else }}
+            {{ range .KnownUsecaseStrings }}
+              {{ if eq . "FLAG_CHAT" }}
+                  <option value="chat/{{$cfg.Name}}" class="bg-gray-700 text-white">{{$cfg.Name}}</option>
+              {{ end }}
+            {{ end }}
+          {{ end }}
         {{ end }}
+        {{ range .ModelsWithoutConfig }}
+          {{ if eq . $model }}
+            <option value="chat/{{.}}" selected  class="bg-gray-700 text-white">{{.}}</option>
+          {{ else }}
+            <option value="chat/{{.}}" class="bg-gray-700 text-white">{{.}}</option>
+          {{ end }}
+        {{end}}
       </select>
-
       </div>
     </div>
 
diff --git a/core/http/views/index.html b/core/http/views/index.html
index 143a7b36..b9fd7074 100644
--- a/core/http/views/index.html
+++ b/core/http/views/index.html
@@ -50,6 +50,7 @@
                 {{$galleryConfig:=.GalleryConfig}}
                 {{$noicon:="https://upload.wikimedia.org/wikipedia/commons/6/65/No-Image-Placeholder.svg"}}
                 {{ range .ModelsConfig }}
+                {{ $backendCfg := . }}
                 {{ $cfg:= index $galleryConfig .Name}}
                 <tr class="bg-gray-800 border-b border-gray-700">
                     <td class="px-4 py-3">
@@ -69,13 +70,13 @@
                         <p class="font-bold text-white flex items-center">{{.Name}} <a href="browse?term={{.Name}}" class="ml-2 text-blue-400 hover:text-blue-600"><i class="fas fa-search"></i></a></p>
                         {{ range .KnownUsecaseStrings }}
                         {{ if eq . "FLAG_CHAT" }}
-                            <a href="chat/{{$cfg.Name}}" class="ml-2 bg-blue-500 text-white py-1 px-3 rounded-lg shadow transition duration-300 ease-in-out hover:bg-blue-700 hover:shadow-lg"><i class="fas fa-comments pr-1"></i>Chat</a>
+                            <a href="chat/{{$backendCfg.Name}}" class="ml-2 bg-blue-500 text-white py-1 px-3 rounded-lg shadow transition duration-300 ease-in-out hover:bg-blue-700 hover:shadow-lg"><i class="fas fa-comments pr-1"></i>Chat</a>
                         {{ end }}
                         {{ if eq . "FLAG_IMAGE" }}
-                            <a href="text2image/{{$cfg.Name}}" class="ml-2 bg-green-500 text-white py-1 px-3 rounded-lg shadow transition duration-300 ease-in-out hover:bg-green-700 hover:shadow-lg"><i class="fas fa-image pr-1"></i>Image</a>
+                            <a href="text2image/{{$backendCfg.Name}}" class="ml-2 bg-green-500 text-white py-1 px-3 rounded-lg shadow transition duration-300 ease-in-out hover:bg-green-700 hover:shadow-lg"><i class="fas fa-image pr-1"></i>Image</a>
                         {{ end }}
                         {{ if eq . "FLAG_TTS" }}
-                            <a href="tts/{{$cfg.Name}}" class="ml-2 bg-purple-500 text-white py-1 px-3 rounded-lg shadow transition duration-300 ease-in-out hover:bg-purple-700 hover:shadow-lg"><i class="fas fa-microphone pr-1"></i>TTS</a>
+                            <a href="tts/{{$backendCfg.Name}}" class="ml-2 bg-purple-500 text-white py-1 px-3 rounded-lg shadow transition duration-300 ease-in-out hover:bg-purple-700 hover:shadow-lg"><i class="fas fa-microphone pr-1"></i>TTS</a>
                         {{ end }}
                         {{ end }}
                     </td>

From b993780a3b8f84c1ffde64e1e670a111cb5a5fd9 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Thu, 20 Feb 2025 09:42:57 +0100
Subject: [PATCH 229/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `d04e7163c85a847bc61d58c22f2c503596db7aa8` (#4870)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index d58bf43e..efa008b0 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=63e489c025d61c7ca5ec06c5d10f36e2b76aaa1d
+CPPLLAMA_VERSION?=d04e7163c85a847bc61d58c22f2c503596db7aa8
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 25bee71bb8077aae09eb1b91196c7d1cabd33b11 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 20 Feb 2025 15:02:18 +0100
Subject: [PATCH 230/679] feat(ui): do also filter tts and image models (#4871)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 core/http/routes/ui.go          | 105 +++++++++++++++++++++-----------
 core/http/views/chat.html       |  18 ++----
 core/http/views/text2image.html |  16 +++--
 core/http/views/tts.html        |  16 +++--
 4 files changed, 94 insertions(+), 61 deletions(-)

diff --git a/core/http/routes/ui.go b/core/http/routes/ui.go
index f60b3698..350d0914 100644
--- a/core/http/routes/ui.go
+++ b/core/http/routes/ui.go
@@ -327,23 +327,31 @@ func RegisterUIRoutes(app *fiber.App,
 	})
 
 	app.Get("/chat/", func(c *fiber.Ctx) error {
-
-		allModels, _ := services.ListModels(cl, ml, config.NoFilterFn, services.SKIP_IF_CONFIGURED)
 		backendConfigs := cl.GetAllBackendConfigs()
 		modelsWithoutConfig, _ := services.ListModels(cl, ml, config.NoFilterFn, services.LOOSE_ONLY)
 
-		if len(allModels) == 0 {
+		if len(backendConfigs)+len(modelsWithoutConfig) == 0 {
 			// If no model is available redirect to the index which suggests how to install models
 			return c.Redirect(utils.BaseURL(c))
 		}
+		modelThatCanBeUsed := ""
+
+		title := "LocalAI - Chat"
+
+		for _, b := range backendConfigs {
+			if b.HasUsecases(config.FLAG_CHAT) {
+				modelThatCanBeUsed = b.Name
+				title = "LocalAI - Chat with " + modelThatCanBeUsed
+				break
+			}
+		}
 
 		summary := fiber.Map{
-			"Title":               "LocalAI - Chat with " + allModels[0],
+			"Title":               title,
 			"BaseURL":             utils.BaseURL(c),
-			"AllModels":           allModels,
 			"ModelsWithoutConfig": modelsWithoutConfig,
 			"ModelsConfig":        backendConfigs,
-			"Model":               allModels[0],
+			"Model":               modelThatCanBeUsed,
 			"Version":             internal.PrintableVersion(),
 			"IsP2PEnabled":        p2p.IsP2PEnabled(),
 		}
@@ -354,7 +362,6 @@ func RegisterUIRoutes(app *fiber.App,
 
 	// Show the Chat page
 	app.Get("/chat/:model", func(c *fiber.Ctx) error {
-		allModels, _ := services.ListModels(cl, ml, config.NoFilterFn, services.SKIP_IF_CONFIGURED)
 		backendConfigs := cl.GetAllBackendConfigs()
 		modelsWithoutConfig, _ := services.ListModels(cl, ml, config.NoFilterFn, services.LOOSE_ONLY)
 
@@ -363,7 +370,6 @@ func RegisterUIRoutes(app *fiber.App,
 			"BaseURL":             utils.BaseURL(c),
 			"ModelsConfig":        backendConfigs,
 			"ModelsWithoutConfig": modelsWithoutConfig,
-			"AllModels":           allModels,
 			"Model":               c.Params("model"),
 			"Version":             internal.PrintableVersion(),
 			"IsP2PEnabled":        p2p.IsP2PEnabled(),
@@ -375,14 +381,16 @@ func RegisterUIRoutes(app *fiber.App,
 
 	app.Get("/text2image/:model", func(c *fiber.Ctx) error {
 		backendConfigs := cl.GetAllBackendConfigs()
+		modelsWithoutConfig, _ := services.ListModels(cl, ml, config.NoFilterFn, services.LOOSE_ONLY)
 
 		summary := fiber.Map{
-			"Title":        "LocalAI - Generate images with " + c.Params("model"),
-			"BaseURL":      utils.BaseURL(c),
-			"ModelsConfig": backendConfigs,
-			"Model":        c.Params("model"),
-			"Version":      internal.PrintableVersion(),
-			"IsP2PEnabled": p2p.IsP2PEnabled(),
+			"Title":               "LocalAI - Generate images with " + c.Params("model"),
+			"BaseURL":             utils.BaseURL(c),
+			"ModelsConfig":        backendConfigs,
+			"ModelsWithoutConfig": modelsWithoutConfig,
+			"Model":               c.Params("model"),
+			"Version":             internal.PrintableVersion(),
+			"IsP2PEnabled":        p2p.IsP2PEnabled(),
 		}
 
 		// Render index
@@ -390,21 +398,33 @@ func RegisterUIRoutes(app *fiber.App,
 	})
 
 	app.Get("/text2image/", func(c *fiber.Ctx) error {
-
 		backendConfigs := cl.GetAllBackendConfigs()
+		modelsWithoutConfig, _ := services.ListModels(cl, ml, config.NoFilterFn, services.LOOSE_ONLY)
 
-		if len(backendConfigs) == 0 {
+		if len(backendConfigs)+len(modelsWithoutConfig) == 0 {
 			// If no model is available redirect to the index which suggests how to install models
 			return c.Redirect(utils.BaseURL(c))
 		}
 
+		modelThatCanBeUsed := ""
+		title := "LocalAI - Generate images"
+
+		for _, b := range backendConfigs {
+			if b.HasUsecases(config.FLAG_IMAGE) {
+				modelThatCanBeUsed = b.Name
+				title = "LocalAI - Generate images with " + modelThatCanBeUsed
+				break
+			}
+		}
+
 		summary := fiber.Map{
-			"Title":        "LocalAI - Generate images with " + backendConfigs[0].Name,
-			"BaseURL":      utils.BaseURL(c),
-			"ModelsConfig": backendConfigs,
-			"Model":        backendConfigs[0].Name,
-			"Version":      internal.PrintableVersion(),
-			"IsP2PEnabled": p2p.IsP2PEnabled(),
+			"Title":               title,
+			"BaseURL":             utils.BaseURL(c),
+			"ModelsConfig":        backendConfigs,
+			"ModelsWithoutConfig": modelsWithoutConfig,
+			"Model":               modelThatCanBeUsed,
+			"Version":             internal.PrintableVersion(),
+			"IsP2PEnabled":        p2p.IsP2PEnabled(),
 		}
 
 		// Render index
@@ -413,14 +433,16 @@ func RegisterUIRoutes(app *fiber.App,
 
 	app.Get("/tts/:model", func(c *fiber.Ctx) error {
 		backendConfigs := cl.GetAllBackendConfigs()
+		modelsWithoutConfig, _ := services.ListModels(cl, ml, config.NoFilterFn, services.LOOSE_ONLY)
 
 		summary := fiber.Map{
-			"Title":        "LocalAI - Generate images with " + c.Params("model"),
-			"BaseURL":      utils.BaseURL(c),
-			"ModelsConfig": backendConfigs,
-			"Model":        c.Params("model"),
-			"Version":      internal.PrintableVersion(),
-			"IsP2PEnabled": p2p.IsP2PEnabled(),
+			"Title":               "LocalAI - Generate images with " + c.Params("model"),
+			"BaseURL":             utils.BaseURL(c),
+			"ModelsConfig":        backendConfigs,
+			"ModelsWithoutConfig": modelsWithoutConfig,
+			"Model":               c.Params("model"),
+			"Version":             internal.PrintableVersion(),
+			"IsP2PEnabled":        p2p.IsP2PEnabled(),
 		}
 
 		// Render index
@@ -428,21 +450,32 @@ func RegisterUIRoutes(app *fiber.App,
 	})
 
 	app.Get("/tts/", func(c *fiber.Ctx) error {
-
 		backendConfigs := cl.GetAllBackendConfigs()
+		modelsWithoutConfig, _ := services.ListModels(cl, ml, config.NoFilterFn, services.LOOSE_ONLY)
 
-		if len(backendConfigs) == 0 {
+		if len(backendConfigs)+len(modelsWithoutConfig) == 0 {
 			// If no model is available redirect to the index which suggests how to install models
 			return c.Redirect(utils.BaseURL(c))
 		}
 
+		modelThatCanBeUsed := ""
+		title := "LocalAI - Generate audio"
+
+		for _, b := range backendConfigs {
+			if b.HasUsecases(config.FLAG_CHAT) {
+				modelThatCanBeUsed = b.Name
+				title = "LocalAI - Generate audio with " + modelThatCanBeUsed
+				break
+			}
+		}
 		summary := fiber.Map{
-			"Title":        "LocalAI - Generate audio with " + backendConfigs[0].Name,
-			"BaseURL":      utils.BaseURL(c),
-			"ModelsConfig": backendConfigs,
-			"Model":        backendConfigs[0].Name,
-			"IsP2PEnabled": p2p.IsP2PEnabled(),
-			"Version":      internal.PrintableVersion(),
+			"Title":               title,
+			"BaseURL":             utils.BaseURL(c),
+			"ModelsConfig":        backendConfigs,
+			"ModelsWithoutConfig": modelsWithoutConfig,
+			"Model":               modelThatCanBeUsed,
+			"IsP2PEnabled":        p2p.IsP2PEnabled(),
+			"Version":             internal.PrintableVersion(),
 		}
 
 		// Render index
diff --git a/core/http/views/chat.html b/core/http/views/chat.html
index 4f06a1a4..b3e9bd4a 100644
--- a/core/http/views/chat.html
+++ b/core/http/views/chat.html
@@ -44,7 +44,7 @@ SOFTWARE.
 
       <div class="flex items-center justify-between">
 
-      <h1 class="text-lg font-semibold"> <i class="fa-solid fa-comments"></i> Chat with {{.Model}} <a href="browse?term={{.Model}}" ><i class="fas fa-brain pr-2"></i></a> <a href="https://localai.io/features/text-generation/" target="_blank" >
+      <h1 class="text-lg font-semibold"> <i class="fa-solid fa-comments"></i> Chat {{ if .Model }} with {{.Model}} {{ end }} <a href="browse?term={{.Model}}" ><i class="fas fa-brain pr-2"></i></a> <a href="https://localai.io/features/text-generation/" target="_blank" >
         <i class="fas fa-circle-info pr-2"></i>
       </a></h1>
       <div x-show="component === 'menu'" id="menu">
@@ -101,22 +101,14 @@ SOFTWARE.
         {{ $model:=.Model}}
         {{ range .ModelsConfig }}
           {{ $cfg := . }}
-          {{ if eq .Name $model }}
-            <option value="chat/{{.Name}}" selected  class="bg-gray-700 text-white">{{.Name}}</option>
-          {{ else }}
-            {{ range .KnownUsecaseStrings }}
-              {{ if eq . "FLAG_CHAT" }}
-                  <option value="chat/{{$cfg.Name}}" class="bg-gray-700 text-white">{{$cfg.Name}}</option>
-              {{ end }}
+          {{ range .KnownUsecaseStrings }}
+            {{ if eq . "FLAG_CHAT" }}
+                <option value="chat/{{$cfg.Name}}" {{ if eq $cfg.Name $model }} selected {{end}} class="bg-gray-700 text-white">{{$cfg.Name}}</option>
             {{ end }}
           {{ end }}
         {{ end }}
         {{ range .ModelsWithoutConfig }}
-          {{ if eq . $model }}
-            <option value="chat/{{.}}" selected  class="bg-gray-700 text-white">{{.}}</option>
-          {{ else }}
-            <option value="chat/{{.}}" class="bg-gray-700 text-white">{{.}}</option>
-          {{ end }}
+            <option value="chat/{{.}}" {{ if eq . $model }} selected {{ end }} class="bg-gray-700 text-white">{{.}}</option>
         {{end}}
       </select>
       </div>
diff --git a/core/http/views/text2image.html b/core/http/views/text2image.html
index a3a95b05..10eef2d7 100644
--- a/core/http/views/text2image.html
+++ b/core/http/views/text2image.html
@@ -13,7 +13,7 @@
         <div class="mt-12">
           <div class="flex items-center justify-center text-center pb-2">
             <span class="text-3xl font-semibold text-gray-100">
-              🖼️ Text to Image
+              🖼️ Text to Image {{ if .Model }} (using {{.Model}}) {{ end }}
             <a href="https://localai.io/features/image-generation" target="_blank" >
               <i class="fas fa-circle-info pr-2"></i>
             </a>
@@ -49,12 +49,16 @@
                 <option value="" disabled class="text-gray-400" >Select a model</option>
                 {{ $model:=.Model}}
                 {{ range .ModelsConfig }}
-                {{ if eq .Name $model }}
-                <option value="text2image/{{.Name}}" selected class="bg-gray-700 text-white">{{.Name}}</option>
-                {{ else }}
-                <option value="text2image/{{.Name}}" class="bg-gray-700 text-white">{{.Name}}</option>
-                {{ end }}
+                  {{ $cfg := . }}
+                  {{ range .KnownUsecaseStrings }}
+                    {{ if eq . "FLAG_IMAGE" }}
+                        <option value="text2image/{{$cfg.Name}}" {{ if eq $cfg.Name $model }} selected {{end}} class="bg-gray-700 text-white">{{$cfg.Name}}</option>
+                    {{ end }}
+                  {{ end }}
                 {{ end }}
+                {{ range .ModelsWithoutConfig }}
+                    <option value="text2image/{{.}}" {{ if eq . $model }} selected {{ end }} class="bg-gray-700 text-white">{{.}}</option>
+                {{end}}
               </select>
               
               </div>
diff --git a/core/http/views/tts.html b/core/http/views/tts.html
index 154dad0c..d00927cf 100644
--- a/core/http/views/tts.html
+++ b/core/http/views/tts.html
@@ -11,7 +11,7 @@
           <div class="mt-12">
             <div class="flex items-center justify-center text-center pb-2">
               <span class="text-3xl font-semibold text-gray-100">
-                <i class="fa-solid fa-music"></i> Text to speech/audio
+                <i class="fa-solid fa-music"></i> Text to speech/audio {{ if .Model }} (using {{.Model}}) {{ end }}
               <a href="https://localai.io/features/text-to-audio/" target="_blank" >
                 <i class="fas fa-circle-info pr-2"></i>
               </a>
@@ -46,12 +46,16 @@
                 <option value="" disabled class="text-gray-400" >Select a model</option>
                 {{ $model:=.Model}}
                 {{ range .ModelsConfig }}
-                {{ if eq .Name $model }}
-                <option value="tts/{{.Name}}" selected class="bg-gray-700 text-white">{{.Name}}</option>
-                {{ else }}
-                <option value="tts/{{.Name}}" class="bg-gray-700 text-white">{{.Name}}</option>
-                {{ end }}
+                  {{ $cfg := . }}
+                  {{ range .KnownUsecaseStrings }}
+                    {{ if eq . "FLAG_TTS" }}
+                        <option value="tts/{{$cfg.Name}}" {{ if eq $cfg.Name $model }} selected {{end}} class="bg-gray-700 text-white">{{$cfg.Name}}</option>
+                    {{ end }}
+                  {{ end }}
                 {{ end }}
+                {{ range .ModelsWithoutConfig }}
+                  <option value="tts/{{.}}" {{ if eq . $model }} selected {{ end }} class="bg-gray-700 text-white">{{.}}</option>
+                {{end}}
               </select>
               
               </div>

From ac4991b069689f7ed19a806b144d1d1475e4863b Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@localai.io>
Date: Thu, 20 Feb 2025 15:31:41 +0100
Subject: [PATCH 231/679] chore(docs): update sponsor logo

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 README.md                     | 2 +-
 docs/content/docs/overview.md | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index 78267e04..ff6358ca 100644
--- a/README.md
+++ b/README.md
@@ -212,7 +212,7 @@ A huge thank you to our generous sponsors who support this project covering CI e
 
 <p align="center">
   <a href="https://www.spectrocloud.com/" target="blank">
-    <img height="200" src="https://github.com/go-skynet/LocalAI/assets/2420543/68a6f3cb-8a65-4a4d-99b5-6417a8905512">
+    <img height="200" src="https://github.com/user-attachments/assets/72eab1dd-8b93-4fc0-9ade-84db49f24962">
   </a>
   <a href="https://www.premai.io/" target="blank">
     <img height="200" src="https://github.com/mudler/LocalAI/assets/2420543/42e4ca83-661e-4f79-8e46-ae43689683d6"> <br>
diff --git a/docs/content/docs/overview.md b/docs/content/docs/overview.md
index 9e72f119..11b9ce7d 100644
--- a/docs/content/docs/overview.md
+++ b/docs/content/docs/overview.md
@@ -134,7 +134,7 @@ A huge thank you to our generous sponsors who support this project covering CI e
 
 <p align="center">
   <a href="https://www.spectrocloud.com/" target="blank">
-    <img width=200 src="https://github.com/go-skynet/LocalAI/assets/2420543/68a6f3cb-8a65-4a4d-99b5-6417a8905512">
+    <img width=200 src="https://github.com/user-attachments/assets/72eab1dd-8b93-4fc0-9ade-84db49f24962">
   </a>
   <a href="https://www.premai.io/" target="blank">
     <img  width=200 src="https://github.com/mudler/LocalAI/assets/2420543/42e4ca83-661e-4f79-8e46-ae43689683d6"> <br>

From c27ce6c54df8fa627c85f919c92198878e55e849 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 20 Feb 2025 15:52:28 +0100
Subject: [PATCH 232/679] chore(model gallery): add internlm_oreal-32b (#4872)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 16 ++++++++++++++++
 1 file changed, 16 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index ffb44355..ed401325 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -3959,6 +3959,22 @@
     - filename: open-r1_OpenR1-Qwen-7B-Q4_K_M.gguf
       sha256: d3bf99666cd19b637948ec9943044b591d3b906d0ee4f3ef1b3eb693ac8f66a6
       uri: huggingface://bartowski/open-r1_OpenR1-Qwen-7B-GGUF/open-r1_OpenR1-Qwen-7B-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "internlm_oreal-32b"
+  urls:
+    - https://huggingface.co/internlm/OREAL-32B
+    - https://huggingface.co/bartowski/internlm_OREAL-32B-GGUF
+  description: |
+    We introduce OREAL-7B and OREAL-32B, a mathematical reasoning model series trained using Outcome REwArd-based reinforcement Learning, a novel RL framework designed for tasks where only binary outcome rewards are available.
+
+    With OREAL, a 7B model achieves 94.0 pass@1 accuracy on MATH-500, matching the performance of previous 32B models. OREAL-32B further surpasses previous distillation-trained 32B models, reaching 95.0 pass@1 accuracy on MATH-500.
+  overrides:
+    parameters:
+      model: internlm_OREAL-32B-Q4_K_M.gguf
+  files:
+    - filename: internlm_OREAL-32B-Q4_K_M.gguf
+      sha256: 5af1b3f66e3a1f95931a54500d03368c0cc7ca42cc67370338b29c18362e4a94
+      uri: huggingface://bartowski/internlm_OREAL-32B-GGUF/internlm_OREAL-32B-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From 550275811d468367a00c6a05fbea59bcab14e7a0 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 20 Feb 2025 15:55:13 +0100
Subject: [PATCH 233/679] chore(model gallery): add
 internlm_oreal-deepseek-r1-distill-qwen-7b (#4873)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 16 ++++++++++++++++
 1 file changed, 16 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index ed401325..1d4f98fc 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -6266,6 +6266,22 @@
     - filename: agentica-org_DeepScaleR-1.5B-Preview-Q4_K_M.gguf
       sha256: bf51b412360a84792ae9145e2ca322379234c118dbff498ff08e589253b67ded
       uri: huggingface://bartowski/agentica-org_DeepScaleR-1.5B-Preview-GGUF/agentica-org_DeepScaleR-1.5B-Preview-Q4_K_M.gguf
+- !!merge <<: *deepseek-r1
+  name: "internlm_oreal-deepseek-r1-distill-qwen-7b"
+  urls:
+    - https://huggingface.co/internlm/OREAL-DeepSeek-R1-Distill-Qwen-7B
+    - https://huggingface.co/bartowski/internlm_OREAL-DeepSeek-R1-Distill-Qwen-7B-GGUF
+  description: |
+    We introduce OREAL-7B and OREAL-32B, a mathematical reasoning model series trained using Outcome REwArd-based reinforcement Learning, a novel RL framework designed for tasks where only binary outcome rewards are available.
+
+    With OREAL, a 7B model achieves 94.0 pass@1 accuracy on MATH-500, matching the performance of previous 32B models. OREAL-32B further surpasses previous distillation-trained 32B models, reaching 95.0 pass@1 accuracy on MATH-500.
+  overrides:
+    parameters:
+      model: internlm_OREAL-DeepSeek-R1-Distill-Qwen-7B-Q4_K_M.gguf
+  files:
+    - filename: internlm_OREAL-DeepSeek-R1-Distill-Qwen-7B-Q4_K_M.gguf
+      sha256: fa9dc8b0d4be0952252c25ff33e766a8399ce7b085647b95abe3edbe536cd8ed
+      uri: huggingface://bartowski/internlm_OREAL-DeepSeek-R1-Distill-Qwen-7B-GGUF/internlm_OREAL-DeepSeek-R1-Distill-Qwen-7B-Q4_K_M.gguf
 - &qwen2
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master" ## Start QWEN2
   name: "qwen2-7b-instruct"

From 77281f836e19cfc950cb9da2281fa1a6c708b15b Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 20 Feb 2025 15:57:21 +0100
Subject: [PATCH 234/679] chore(model gallery): add internlm_oreal-7b (#4874)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 16 ++++++++++++++++
 1 file changed, 16 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 1d4f98fc..08eaafaf 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -3975,6 +3975,22 @@
     - filename: internlm_OREAL-32B-Q4_K_M.gguf
       sha256: 5af1b3f66e3a1f95931a54500d03368c0cc7ca42cc67370338b29c18362e4a94
       uri: huggingface://bartowski/internlm_OREAL-32B-GGUF/internlm_OREAL-32B-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "internlm_oreal-7b"
+  urls:
+    - https://huggingface.co/internlm/OREAL-7B
+    - https://huggingface.co/bartowski/internlm_OREAL-7B-GGUF
+  description: |
+    We introduce OREAL-7B and OREAL-32B, a mathematical reasoning model series trained using Outcome REwArd-based reinforcement Learning, a novel RL framework designed for tasks where only binary outcome rewards are available.
+
+    With OREAL, a 7B model achieves 94.0 pass@1 accuracy on MATH-500, matching the performance of previous 32B models. OREAL-32B further surpasses previous distillation-trained 32B models, reaching 95.0 pass@1 accuracy on MATH-500.
+  overrides:
+    parameters:
+      model: internlm_OREAL-7B-Q4_K_M.gguf
+  files:
+    - filename: internlm_OREAL-7B-Q4_K_M.gguf
+      sha256: 0f7ba453e91872f06a666fda692fbcec13fdd343f74c7dfa7219df31c038ca1c
+      uri: huggingface://bartowski/internlm_OREAL-7B-GGUF/internlm_OREAL-7B-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From af3bb64e42be35d793d227f0ea383deb196f19f2 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 20 Feb 2025 16:16:54 +0100
Subject: [PATCH 235/679] fix(coqui): pin transformers (#4875)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 backend/python/coqui/requirements-cpu.txt      | 2 +-
 backend/python/coqui/requirements-cublas11.txt | 2 +-
 backend/python/coqui/requirements-cublas12.txt | 2 +-
 backend/python/coqui/requirements-hipblas.txt  | 2 +-
 backend/python/coqui/requirements-intel.txt    | 2 +-
 5 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/backend/python/coqui/requirements-cpu.txt b/backend/python/coqui/requirements-cpu.txt
index c5201d62..787877bd 100644
--- a/backend/python/coqui/requirements-cpu.txt
+++ b/backend/python/coqui/requirements-cpu.txt
@@ -1,4 +1,4 @@
-transformers
+transformers==4.48.3
 accelerate
 torch==2.4.1
 coqui-tts
\ No newline at end of file
diff --git a/backend/python/coqui/requirements-cublas11.txt b/backend/python/coqui/requirements-cublas11.txt
index 35fd4f42..97e1ef0a 100644
--- a/backend/python/coqui/requirements-cublas11.txt
+++ b/backend/python/coqui/requirements-cublas11.txt
@@ -1,6 +1,6 @@
 --extra-index-url https://download.pytorch.org/whl/cu118
 torch==2.4.1+cu118
 torchaudio==2.4.1+cu118
-transformers
+transformers==4.48.3
 accelerate
 coqui-tts
\ No newline at end of file
diff --git a/backend/python/coqui/requirements-cublas12.txt b/backend/python/coqui/requirements-cublas12.txt
index fac719d4..53ed2ebc 100644
--- a/backend/python/coqui/requirements-cublas12.txt
+++ b/backend/python/coqui/requirements-cublas12.txt
@@ -1,5 +1,5 @@
 torch==2.4.1
 torchaudio==2.4.1
-transformers
+transformers==4.48.3
 accelerate
 coqui-tts
\ No newline at end of file
diff --git a/backend/python/coqui/requirements-hipblas.txt b/backend/python/coqui/requirements-hipblas.txt
index 359e5867..55cdcddd 100644
--- a/backend/python/coqui/requirements-hipblas.txt
+++ b/backend/python/coqui/requirements-hipblas.txt
@@ -1,6 +1,6 @@
 --extra-index-url https://download.pytorch.org/whl/rocm6.0
 torch==2.4.1+rocm6.0
 torchaudio==2.4.1+rocm6.0
-transformers
+transformers==4.48.3
 accelerate
 coqui-tts
\ No newline at end of file
diff --git a/backend/python/coqui/requirements-intel.txt b/backend/python/coqui/requirements-intel.txt
index 202dd4ad..c45ce166 100644
--- a/backend/python/coqui/requirements-intel.txt
+++ b/backend/python/coqui/requirements-intel.txt
@@ -5,6 +5,6 @@ torchaudio==2.3.1+cxx11.abi
 oneccl_bind_pt==2.3.100+xpu
 optimum[openvino]
 setuptools
-transformers
+transformers==4.48.3
 accelerate
 coqui-tts
\ No newline at end of file

From 1af7e5dc49baa57b97a23b5f469effd995903cd4 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Thu, 20 Feb 2025 23:03:52 +0100
Subject: [PATCH 236/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `c392e5094deaf2d1a7c18683214f007fad3fe42b` (#4876)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index efa008b0..7f9f1717 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=d04e7163c85a847bc61d58c22f2c503596db7aa8
+CPPLLAMA_VERSION?=c392e5094deaf2d1a7c18683214f007fad3fe42b
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 0ff2c39364b1483cf0c9956db410b27e99028181 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 21 Feb 2025 09:52:20 +0100
Subject: [PATCH 237/679] chore(model gallery): add smirki_uigen-t1.1-qwen-14b
 (#4877)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 08eaafaf..a39fadff 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -3991,6 +3991,21 @@
     - filename: internlm_OREAL-7B-Q4_K_M.gguf
       sha256: 0f7ba453e91872f06a666fda692fbcec13fdd343f74c7dfa7219df31c038ca1c
       uri: huggingface://bartowski/internlm_OREAL-7B-GGUF/internlm_OREAL-7B-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "smirki_uigen-t1.1-qwen-14b"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/64d1129297ca59bcf7458d07/VSplF7AM1PJPzeR9FlDhE.png
+  urls:
+    - https://huggingface.co/smirki/UIGEN-T1.1-Qwen-14B
+    - https://huggingface.co/bartowski/smirki_UIGEN-T1.1-Qwen-14B-GGUF
+  description: |
+    UIGEN-T1.1 is a 14-billion parameter transformer model fine-tuned on Qwen2.5-Coder-14B-Instruct. It is designed for reasoning-based UI generation, leveraging a complex chain-of-thought approach to produce robust HTML and CSS-based UI components. Currently, it is limited to basic applications such as dashboards, landing pages, and sign-up forms.
+  overrides:
+    parameters:
+      model: smirki_UIGEN-T1.1-Qwen-14B-Q4_K_M.gguf
+  files:
+    - filename: smirki_UIGEN-T1.1-Qwen-14B-Q4_K_M.gguf
+      sha256: 7ad2326f06a304891a1d01d4de9feda42cb4395e4cbdc4d60dc2a26d15e5ea91
+      uri: huggingface://bartowski/smirki_UIGEN-T1.1-Qwen-14B-GGUF/smirki_UIGEN-T1.1-Qwen-14B-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From 4c9379c39e80fa7c99dacd4a61ecf6ef89619bd9 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 21 Feb 2025 09:54:42 +0100
Subject: [PATCH 238/679] chore(model gallery): add smirki_uigen-t1.1-qwen-7b
 (#4878)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index a39fadff..7cf75c49 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -4006,6 +4006,21 @@
     - filename: smirki_UIGEN-T1.1-Qwen-14B-Q4_K_M.gguf
       sha256: 7ad2326f06a304891a1d01d4de9feda42cb4395e4cbdc4d60dc2a26d15e5ea91
       uri: huggingface://bartowski/smirki_UIGEN-T1.1-Qwen-14B-GGUF/smirki_UIGEN-T1.1-Qwen-14B-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "smirki_uigen-t1.1-qwen-7b"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/64d1129297ca59bcf7458d07/VSplF7AM1PJPzeR9FlDhE.png
+  urls:
+    - https://huggingface.co/smirki/UIGEN-T1.1-Qwen-7B
+    - https://huggingface.co/bartowski/smirki_UIGEN-T1.1-Qwen-7B-GGUF
+  description: |
+    UIGEN-T1.1 is a 7-billion parameter transformer model fine-tuned on Qwen2.5-Coder-7B-Instruct. It is designed for reasoning-based UI generation, leveraging a complex chain-of-thought approach to produce robust HTML and CSS-based UI components. Currently, it is limited to basic applications such as dashboards, landing pages, and sign-up forms.
+  overrides:
+    parameters:
+      model: smirki_UIGEN-T1.1-Qwen-7B-Q4_K_M.gguf
+  files:
+    - filename: smirki_UIGEN-T1.1-Qwen-7B-Q4_K_M.gguf
+      sha256: e5d78dea15d4281455d64aef1c0f18da5674c6f15285a2991e63208d264b61ae
+      uri: huggingface://bartowski/smirki_UIGEN-T1.1-Qwen-7B-GGUF/smirki_UIGEN-T1.1-Qwen-7B-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From 52aa9d08aad81d8d213dd5e010dd0c2b8bfdae07 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 21 Feb 2025 09:56:57 +0100
Subject: [PATCH 239/679] chore(model gallery): add l3.1-8b-rp-ink (#4879)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 23 +++++++++++++++++++++++
 1 file changed, 23 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 7cf75c49..4f22e222 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -6019,6 +6019,29 @@
     - filename: allenai_Llama-3.1-Tulu-3.1-8B-Q4_K_M.gguf
       sha256: 5eae0f1a9bcdea7cad9f1d0d5ba7540bb3de3e2d72293c076a23f24db1c2c7da
       uri: huggingface://bartowski/allenai_Llama-3.1-Tulu-3.1-8B-GGUF/allenai_Llama-3.1-Tulu-3.1-8B-Q4_K_M.gguf
+- !!merge <<: *llama31
+  name: "l3.1-8b-rp-ink"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/634262af8d8089ebaefd410e/XLm9ZK0bIPyo3HooA1EPc.png
+  urls:
+    - https://huggingface.co/allura-org/L3.1-8b-RP-Ink
+    - https://huggingface.co/Triangle104/L3.1-8b-RP-Ink-Q4_K_M-GGUF
+  description: |
+    A roleplay-focused LoRA finetune of Llama 3.1 8B Instruct. Methodology and hyperparams inspired by SorcererLM and Slush.
+    Yet another model in the Ink series, following in the footsteps of the rest of them
+    Dataset
+
+    The worst mix of data you've ever seen. Like, seriously, you do not want to see the things that went into this model. It's bad.
+
+    "this is like washing down an adderall with a bottle of methylated rotgut" - inflatebot
+
+    Update: I have sent the (public datasets in the) data mix publicly already so here's that
+  overrides:
+    parameters:
+      model: l3.1-8b-rp-ink-q4_k_m.gguf
+  files:
+    - filename: l3.1-8b-rp-ink-q4_k_m.gguf
+      sha256: 0e8d44a92153cda0c6a5d6b0d9af44d4806104b39d3232f9097cfcc384a78152
+      uri: huggingface://Triangle104/L3.1-8b-RP-Ink-Q4_K_M-GGUF/l3.1-8b-rp-ink-q4_k_m.gguf
 - &deepseek
   url: "github:mudler/LocalAI/gallery/deepseek.yaml@master" ## Deepseek
   name: "deepseek-coder-v2-lite-instruct"

From 8fc024a770889badb0453843c2560c69460f20b3 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 21 Feb 2025 10:00:23 +0100
Subject: [PATCH 240/679] chore(model gallery): add
 pocketdoc_dans-personalityengine-v1.2.0-24b (#4880)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 17 +++++++++++++++++
 1 file changed, 17 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 4f22e222..79a8ac1d 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -7504,6 +7504,23 @@
     - filename: PygmalionAI_Pygmalion-3-12B-Q4_K_M.gguf
       sha256: ea6504af7af72db98c2e1fe6b0a7cd4389ccafc6c99247a8c606bf503d7eee6b
       uri: huggingface://bartowski/PygmalionAI_Pygmalion-3-12B-GGUF/PygmalionAI_Pygmalion-3-12B-Q4_K_M.gguf
+- !!merge <<: *mistral03
+  name: "pocketdoc_dans-personalityengine-v1.2.0-24b"
+  url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
+  urls:
+    - https://huggingface.co/PocketDoc/Dans-PersonalityEngine-V1.2.0-24b
+    - https://huggingface.co/bartowski/PocketDoc_Dans-PersonalityEngine-V1.2.0-24b-GGUF
+  description: |
+     This model series is intended to be multifarious in its capabilities and should be quite capable at both co-writing and roleplay as well as find itself quite at home performing sentiment analysis or summarization as part of a pipeline.
+
+      It has been trained on a wide array of one shot instructions, multi turn instructions, tool use, role playing scenarios, text adventure games, co-writing, and much more.
+  overrides:
+    parameters:
+      model: PocketDoc_Dans-PersonalityEngine-V1.2.0-24b-Q4_K_M.gguf
+  files:
+    - filename: PocketDoc_Dans-PersonalityEngine-V1.2.0-24b-Q4_K_M.gguf
+      sha256: 6358033ea52dbde158dbcdb44bd68b2b8959cc77514c86a9ccc64ba1a452f287
+      uri: huggingface://bartowski/PocketDoc_Dans-PersonalityEngine-V1.2.0-24b-GGUF/PocketDoc_Dans-PersonalityEngine-V1.2.0-24b-Q4_K_M.gguf
 - &mudler
   url: "github:mudler/LocalAI/gallery/mudler.yaml@master" ### START mudler's LocalAI specific-models
   name: "LocalAI-llama3-8b-function-call-v0.2"

From ba66aa33c5f7c7acfc2460fcfaa2250fc59685d2 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Fri, 21 Feb 2025 22:51:02 +0100
Subject: [PATCH 241/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `51f311e057723b7454d0ebe20f545a1a2c4db6b2` (#4881)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 7f9f1717..e3621687 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=c392e5094deaf2d1a7c18683214f007fad3fe42b
+CPPLLAMA_VERSION?=51f311e057723b7454d0ebe20f545a1a2c4db6b2
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From a6a0121118e8f5ac0ac4d48812779a0bf2bffffa Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 22 Feb 2025 11:19:04 +0100
Subject: [PATCH 242/679] chore(model gallery): add
 rombo-org_rombo-llm-v3.0-qwen-72b (#4882)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 79a8ac1d..e44e0807 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -4021,6 +4021,21 @@
     - filename: smirki_UIGEN-T1.1-Qwen-7B-Q4_K_M.gguf
       sha256: e5d78dea15d4281455d64aef1c0f18da5674c6f15285a2991e63208d264b61ae
       uri: huggingface://bartowski/smirki_UIGEN-T1.1-Qwen-7B-GGUF/smirki_UIGEN-T1.1-Qwen-7B-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "rombo-org_rombo-llm-v3.0-qwen-72b"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/642cc1c253e76b4c2286c58e/wp9qOi2K2WGzkey0I3SgH.jpeg
+  urls:
+    - https://huggingface.co/Rombo-Org/Rombo-LLM-V3.0-Qwen-72b
+    - https://huggingface.co/bartowski/Rombo-Org_Rombo-LLM-V3.0-Qwen-72b-GGUF
+  description: |
+    Rombos-LLM-V3.0-Qwen-72b is a continues finetuned version of the Rombo-LLM-V2.5-Qwen-72b on a Reasoning and Non-reasoning dataset. The models performs exceptionally well when paired with the system prompt that it was trained on during reasoning training. Nearing SOTA levels even quantized to 4-bit.
+  overrides:
+    parameters:
+      model: Rombo-Org_Rombo-LLM-V3.0-Qwen-72b-Q4_K_M.gguf
+  files:
+    - filename: Rombo-Org_Rombo-LLM-V3.0-Qwen-72b-Q4_K_M.gguf
+      sha256: 3f159ffb494338d03502096c52db5e062a81b09acfd3cc4f6352ca61d6f489df
+      uri: huggingface://bartowski/Rombo-Org_Rombo-LLM-V3.0-Qwen-72b-GGUF/Rombo-Org_Rombo-LLM-V3.0-Qwen-72b-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From 21f7faa80d9d940ff758aef4c549660b5ed37510 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 22 Feb 2025 11:28:27 +0100
Subject: [PATCH 243/679] chore(model gallery): add ozone-ai_reverb-7b (#4883)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index e44e0807..f2623fbd 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -4036,6 +4036,20 @@
     - filename: Rombo-Org_Rombo-LLM-V3.0-Qwen-72b-Q4_K_M.gguf
       sha256: 3f159ffb494338d03502096c52db5e062a81b09acfd3cc4f6352ca61d6f489df
       uri: huggingface://bartowski/Rombo-Org_Rombo-LLM-V3.0-Qwen-72b-GGUF/Rombo-Org_Rombo-LLM-V3.0-Qwen-72b-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "ozone-ai_reverb-7b"
+  urls:
+    - https://huggingface.co/ozone-research/Reverb-7b
+    - https://huggingface.co/bartowski/ozone-ai_Reverb-7b-GGUF
+  description: |
+    Reverb-7b is a 7 billion parameter language model developed by Ozone AI. It is a causal language model designed for text generation and various downstream tasks. This is the third model release by Ozone AI.
+  overrides:
+    parameters:
+      model: ozone-ai_Reverb-7b-Q4_K_M.gguf
+  files:
+    - filename: ozone-ai_Reverb-7b-Q4_K_M.gguf
+      sha256: f769c6e1a85d3426263f585f640a90c10e7e26b89345a700a4cabf62eb0583d4
+      uri: huggingface://bartowski/ozone-ai_Reverb-7b-GGUF/ozone-ai_Reverb-7b-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From 8cfd712428abc297d7c3a3bc30811bf6eaa5b6bf Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 22 Feb 2025 11:32:25 +0100
Subject: [PATCH 244/679] chore(model gallery): add
 arcee-ai_arcee-maestro-7b-preview (#4884)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index f2623fbd..fb334be8 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -6380,6 +6380,20 @@
     - filename: internlm_OREAL-DeepSeek-R1-Distill-Qwen-7B-Q4_K_M.gguf
       sha256: fa9dc8b0d4be0952252c25ff33e766a8399ce7b085647b95abe3edbe536cd8ed
       uri: huggingface://bartowski/internlm_OREAL-DeepSeek-R1-Distill-Qwen-7B-GGUF/internlm_OREAL-DeepSeek-R1-Distill-Qwen-7B-Q4_K_M.gguf
+- !!merge <<: *deepseek-r1
+  name: "arcee-ai_arcee-maestro-7b-preview"
+  urls:
+    - https://huggingface.co/arcee-ai/Arcee-Maestro-7B-Preview
+    - https://huggingface.co/bartowski/arcee-ai_Arcee-Maestro-7B-Preview-GGUF
+  description: |
+    Arcee-Maestro-7B-Preview (7B) is Arcee's first reasoning model trained with reinforment learning. It is based on the Qwen2.5-7B DeepSeek-R1 distillation DeepSeek-R1-Distill-Qwen-7B with further GRPO training. Though this is just a preview of our upcoming work, it already shows promising improvements to mathematical and coding abilities across a range of tasks.
+  overrides:
+    parameters:
+      model: arcee-ai_Arcee-Maestro-7B-Preview-Q4_K_M.gguf
+  files:
+    - filename: arcee-ai_Arcee-Maestro-7B-Preview-Q4_K_M.gguf
+      sha256: 7b1099e67ad1d10a80868ca0c39e78e7b3f89da87aa316166f56cc259e53cb7f
+      uri: huggingface://bartowski/arcee-ai_Arcee-Maestro-7B-Preview-GGUF/arcee-ai_Arcee-Maestro-7B-Preview-Q4_K_M.gguf
 - &qwen2
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master" ## Start QWEN2
   name: "qwen2-7b-instruct"

From 5b59b5e0c12d1af05dc2ce54dc73c5424d96cc96 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 22 Feb 2025 18:58:06 +0100
Subject: [PATCH 245/679] chore(model gallery): add
 steelskull_l3.3-mokume-gane-r1-70b (#4885)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index fb334be8..61fb6f52 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -626,6 +626,21 @@
     - filename: SentientAGI_Dobby-Unhinged-Llama-3.3-70B-Q4_K_M.gguf
       sha256: b768e3828f8a72b7374bcf71600af8621563f1b002459b4dcd002ab144f68aa6
       uri: huggingface://bartowski/SentientAGI_Dobby-Unhinged-Llama-3.3-70B-GGUF/SentientAGI_Dobby-Unhinged-Llama-3.3-70B-Q4_K_M.gguf
+- !!merge <<: *llama33
+  name: "steelskull_l3.3-mokume-gane-r1-70b"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/64545af5ec40bbbd01242ca6/F_aK-DO_bMK7fWpDaHoNd.jpeg
+  urls:
+    - https://huggingface.co/Steelskull/L3.3-Mokume-Gane-R1-70b
+    - https://huggingface.co/bartowski/Steelskull_L3.3-Mokume-Gane-R1-70b-GGUF
+  description: |
+    Named after the Japanese metalworking technique 'Mokume-gane' (木目金), meaning 'wood grain metal', this model embodies the artistry of creating distinctive layered patterns through the careful mixing of different components. Just as Mokume-gane craftsmen blend various metals to create unique visual patterns, this model combines specialized AI components to generate creative and unexpected outputs.
+  overrides:
+    parameters:
+      model: Steelskull_L3.3-Mokume-Gane-R1-70b-Q4_K_M.gguf
+  files:
+    - filename: Steelskull_L3.3-Mokume-Gane-R1-70b-Q4_K_M.gguf
+      sha256: 301534a01cec1434c9d0a1b6f13be4e1b5896015d28cee393c3f323ee94efa50
+      uri: huggingface://bartowski/Steelskull_L3.3-Mokume-Gane-R1-70b-GGUF/Steelskull_L3.3-Mokume-Gane-R1-70b-Q4_K_M.gguf
 - &rwkv
   url: "github:mudler/LocalAI/gallery/rwkv.yaml@master"
   name: "rwkv-6-world-7b"

From e9971b168ac87e2433c7f824c187dde8f195f53d Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 22 Feb 2025 21:38:00 +0100
Subject: [PATCH 246/679] feat(ui): paginate model gallery (#4886)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 core/gallery/gallery.go     |  2 +-
 core/gallery/request.go     | 12 ++++++
 core/http/routes/ui.go      | 76 ++++++++++++++++++++++++++++++++++++-
 core/http/views/models.html | 30 ++++++++++++++-
 4 files changed, 117 insertions(+), 3 deletions(-)

diff --git a/core/gallery/gallery.go b/core/gallery/gallery.go
index 3a60e618..a3a1d909 100644
--- a/core/gallery/gallery.go
+++ b/core/gallery/gallery.go
@@ -114,7 +114,7 @@ func FindModel(models []*GalleryModel, name string, basePath string) *GalleryMod
 // List available models
 // Models galleries are a list of yaml files that are hosted on a remote server (for example github).
 // Each yaml file contains a list of models that can be downloaded and optionally overrides to define a new model setting.
-func AvailableGalleryModels(galleries []config.Gallery, basePath string) ([]*GalleryModel, error) {
+func AvailableGalleryModels(galleries []config.Gallery, basePath string) (GalleryModels, error) {
 	var models []*GalleryModel
 
 	// Get models from galleries
diff --git a/core/gallery/request.go b/core/gallery/request.go
index 72d078a1..5e7308fd 100644
--- a/core/gallery/request.go
+++ b/core/gallery/request.go
@@ -62,3 +62,15 @@ func (gm GalleryModels) FindByName(name string) *GalleryModel {
 	}
 	return nil
 }
+
+func (gm GalleryModels) Paginate(pageNum int, itemsNum int) GalleryModels {
+	start := (pageNum - 1) * itemsNum
+	end := start + itemsNum
+	if start > len(gm) {
+		start = len(gm)
+	}
+	if end > len(gm) {
+		end = len(gm)
+	}
+	return gm[start:end]
+}
diff --git a/core/http/routes/ui.go b/core/http/routes/ui.go
index 350d0914..7fb6adfc 100644
--- a/core/http/routes/ui.go
+++ b/core/http/routes/ui.go
@@ -3,7 +3,9 @@ package routes
 import (
 	"fmt"
 	"html/template"
+	"math"
 	"sort"
+	"strconv"
 	"strings"
 
 	"github.com/mudler/LocalAI/core/config"
@@ -126,6 +128,8 @@ func RegisterUIRoutes(app *fiber.App,
 		// Show the Models page (all models)
 		app.Get("/browse", func(c *fiber.Ctx) error {
 			term := c.Query("term")
+			page := c.Query("page")
+			items := c.Query("items")
 
 			models, _ := gallery.AvailableGalleryModels(appConfig.Galleries, appConfig.ModelPath)
 
@@ -164,6 +168,54 @@ func RegisterUIRoutes(app *fiber.App,
 				//	"ApplicationConfig": appConfig,
 			}
 
+			if page == "" {
+				page = "1"
+			}
+
+			if page != "" {
+				log.Debug().Msgf("page : %+v\n", page)
+				// return a subset of the models
+				pageNum, err := strconv.Atoi(page)
+				if err != nil {
+					return c.Status(fiber.StatusBadRequest).SendString("Invalid page number")
+				}
+
+				if pageNum == 0 {
+					return c.Render("views/models", summary)
+				}
+
+				itemsNum, err := strconv.Atoi(items)
+				if err != nil {
+					itemsNum = 21
+				}
+
+				totalPages := int(math.Ceil(float64(len(models)) / float64(itemsNum)))
+
+				models = models.Paginate(pageNum, itemsNum)
+
+				log.Debug().Msgf("number of models : %+v\n", len(models))
+				prevPage := pageNum - 1
+				nextPage := pageNum + 1
+				if prevPage < 1 {
+					prevPage = 1
+				}
+				if nextPage > totalPages {
+					nextPage = totalPages
+				}
+				if prevPage != pageNum {
+					summary["PrevPage"] = prevPage
+				}
+				summary["NextPage"] = nextPage
+				summary["TotalPages"] = totalPages
+				summary["CurrentPage"] = pageNum
+				summary["Models"] = template.HTML(elements.ListModels(models, processingModels, galleryService))
+
+				log.Debug().Msgf("totalPages : %+v\n", totalPages)
+				log.Debug().Msgf("prevPage : %+v\n", prevPage)
+				log.Debug().Msgf("nextPage : %+v\n", nextPage)
+				log.Debug().Msgf("CurrentPage : %+v\n", pageNum)
+			}
+
 			// Render index
 			return c.Render("views/models", summary)
 		})
@@ -171,6 +223,9 @@ func RegisterUIRoutes(app *fiber.App,
 		// Show the models, filtered from the user input
 		// https://htmx.org/examples/active-search/
 		app.Post("/browse/search/models", func(c *fiber.Ctx) error {
+			page := c.Query("page")
+			items := c.Query("items")
+
 			form := struct {
 				Search string `form:"search"`
 			}{}
@@ -180,7 +235,26 @@ func RegisterUIRoutes(app *fiber.App,
 
 			models, _ := gallery.AvailableGalleryModels(appConfig.Galleries, appConfig.ModelPath)
 
-			return c.SendString(elements.ListModels(gallery.GalleryModels(models).Search(form.Search), processingModels, galleryService))
+			if page != "" {
+				// return a subset of the models
+				pageNum, err := strconv.Atoi(page)
+				if err != nil {
+					return c.Status(fiber.StatusBadRequest).SendString("Invalid page number")
+				}
+
+				itemsNum, err := strconv.Atoi(items)
+				if err != nil {
+					itemsNum = 21
+				}
+
+				models = models.Paginate(pageNum, itemsNum)
+			}
+
+			if form.Search != "" {
+				models = models.Search(form.Search)
+			}
+
+			return c.SendString(elements.ListModels(models, processingModels, galleryService))
 		})
 
 		/*
diff --git a/core/http/views/models.html b/core/http/views/models.html
index 8bb049b6..9d1e8578 100644
--- a/core/http/views/models.html
+++ b/core/http/views/models.html
@@ -75,9 +75,37 @@
                 hx-indicator=".htmx-indicator">
 
             <div id="search-results">{{.Models}}</div>
+            <!-- Pagination -->
+            <div class="flex justify-center mt-5">
+                <div class="flex items
+                -center">
+                    <button onclick="window.location.href='browse?page={{.PrevPage}}'" class="bg-gray-800 text-gray-300 hover:bg-gray-700 hover:text-gray-200 px-3 py-1 rounded-l-md" {{if not .PrevPage}}disabled{{end}}
+                    ><i class="fas fa-arrow-left"></i></button>
+                    <button onclick="window.location.href='browse?page={{.NextPage}}'" class="bg-gray-800 text-gray-300 hover:bg-gray-700 hover:text-gray-200 px-3 py-1 rounded-r-md" {{if not .NextPage}}disabled{{end}}
+                    ><i class="fas fa-arrow-right"></i></button>
+                    <!-- 
+                    TODO: do not refresh the page, but use htmx.
+                    This however requires the page calculation to be here instead that in the golang backend.
+                    <button class="bg-gray-800 text-gray-300 hover:bg-gray-700 hover:text-gray-200 px-3 py-1 rounded-l-md" 
+                        hx-post="browse/search/models?page={{.PrevPage}}" 
+                        hx-target="#search-results" 
+                        hx-indicator=".htmx-indicator"
+                        {{if not .PrevPage}}disabled{{end}}
+                    >
+                        <i class="fas fa-arrow-left"></i>
+                    </button>
+                    <button class="bg-gray-800 text-gray-300 hover:bg-gray-700 hover:text-gray-200 px-3 py-1 rounded-r-md" 
+                        hx-post="browse/search/models?page={{.NextPage}}" 
+                        hx-target="#search-results" 
+                        hx-indicator=".htmx-indicator"
+                        {{if not .NextPage}}disabled{{end}}
+                    > 
+                    <i class="fas fa-arrow-right"></i>
+                    </button>
+                    -->
+            </div>
         </div>
     </div>
-
     {{template "views/partials/footer" .}}
 </div>
 

From a72b3a23c399e51421b45bee223f815cb1d695d0 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Sun, 23 Feb 2025 08:36:25 +0100
Subject: [PATCH 247/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `a28e0d5eb18c18e6a4598286158f427269b1444e` (#4887)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index e3621687..975f6d85 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=51f311e057723b7454d0ebe20f545a1a2c4db6b2
+CPPLLAMA_VERSION?=a28e0d5eb18c18e6a4598286158f427269b1444e
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 30bf6c962ff830d89594017fbbe04d608667ee21 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 23 Feb 2025 08:36:41 +0100
Subject: [PATCH 248/679] chore(stable-diffusion-ggml): update, adapt upstream
 changes (#4889)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 Makefile                                       | 2 +-
 backend/go/image/stablediffusion-ggml/gosd.cpp | 3 +++
 2 files changed, 4 insertions(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 975f6d85..2ead15e9 100644
--- a/Makefile
+++ b/Makefile
@@ -22,7 +22,7 @@ BARKCPP_VERSION?=v1.0.0
 
 # stablediffusion.cpp (ggml)
 STABLEDIFFUSION_GGML_REPO?=https://github.com/leejet/stable-diffusion.cpp
-STABLEDIFFUSION_GGML_VERSION?=d46ed5e184b97c2018dc2e8105925bdb8775e02c
+STABLEDIFFUSION_GGML_VERSION?=19d876ee300a055629926ff836489901f734f2b7
 
 ONNX_VERSION?=1.20.0
 ONNX_ARCH?=x64
diff --git a/backend/go/image/stablediffusion-ggml/gosd.cpp b/backend/go/image/stablediffusion-ggml/gosd.cpp
index 8653aa1e..4c7c161a 100644
--- a/backend/go/image/stablediffusion-ggml/gosd.cpp
+++ b/backend/go/image/stablediffusion-ggml/gosd.cpp
@@ -35,6 +35,8 @@ const char* sample_method_str[] = {
     "ipndm",
     "ipndm_v",
     "lcm",
+    "ddim_trailing",
+    "tcd",
 };
 
 // Names of the sigma schedule overrides, same order as sample_schedule in stable-diffusion.h
@@ -173,6 +175,7 @@ int gen_image(char *text, char *negativeText, int width, int height, int steps,
                             -1, //clip_skip
                             cfg_scale, // sfg_scale
                             3.5f,
+			    0, // eta
                             width,
                             height,
                             sample_method, 

From 049a13fe78eead0635de63fff716f7e996bea4bf Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 24 Feb 2025 09:39:12 +0100
Subject: [PATCH 249/679] chore(model gallery): add
 steelskull_l3.3-cu-mai-r1-70b (#4892)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 30 ++++++++++++++++++++++++++++++
 1 file changed, 30 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 61fb6f52..763ee132 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -641,6 +641,36 @@
     - filename: Steelskull_L3.3-Mokume-Gane-R1-70b-Q4_K_M.gguf
       sha256: 301534a01cec1434c9d0a1b6f13be4e1b5896015d28cee393c3f323ee94efa50
       uri: huggingface://bartowski/Steelskull_L3.3-Mokume-Gane-R1-70b-GGUF/Steelskull_L3.3-Mokume-Gane-R1-70b-Q4_K_M.gguf
+- !!merge <<: *llama33
+  name: "steelskull_l3.3-cu-mai-r1-70b"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/64545af5ec40bbbd01242ca6/i3DSObqtHDERbQeh18Uf0.png
+  urls:
+    - https://huggingface.co/Steelskull/L3.3-Cu-Mai-R1-70b
+    - https://huggingface.co/bartowski/Steelskull_L3.3-Cu-Mai-R1-70b-GGUF
+  description: |
+    Cu-Mai, a play on San-Mai for Copper-Steel Damascus, represents a significant evolution in the three-part model series alongside San-Mai (OG) and Mokume-Gane. While maintaining the grounded and reliable nature of San-Mai, Cu-Mai introduces its own distinct "flavor" in terms of prose and overall vibe. The model demonstrates strong adherence to prompts while offering a unique creative expression.
+    L3.3-Cu-Mai-R1-70b integrates specialized components through the SCE merge method:
+
+    EVA and EURYALE foundations for creative expression and scene comprehension
+    Cirrus and Hanami elements for enhanced reasoning capabilities
+    Anubis components for detailed scene description
+    Negative_LLAMA integration for balanced perspective and response
+
+    Users consistently praise Cu-Mai for its:
+
+        Exceptional prose quality and natural dialogue flow
+        Strong adherence to prompts and creative expression
+        Improved coherency and reduced repetition
+        Performance on par with the original model
+
+    While some users note slightly reduced intelligence compared to the original, this trade-off is generally viewed as minimal and doesn't significantly impact the overall experience. The model's reasoning capabilities can be effectively activated through proper prompting techniques.
+  overrides:
+    parameters:
+      model: Steelskull_L3.3-Cu-Mai-R1-70b-Q4_K_M.gguf
+  files:
+    - filename: Steelskull_L3.3-Cu-Mai-R1-70b-Q4_K_M.gguf
+      sha256: 7e61cf7b3126414a7d7a54264e2ba42f663aefb7f82af6bb06da9d35e6a8843a
+      uri: huggingface://bartowski/Steelskull_L3.3-Cu-Mai-R1-70b-GGUF/Steelskull_L3.3-Cu-Mai-R1-70b-Q4_K_M.gguf
 - &rwkv
   url: "github:mudler/LocalAI/gallery/rwkv.yaml@master"
   name: "rwkv-6-world-7b"

From 06c836a937e37fb8162c478747b93df131eeead3 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 24 Feb 2025 09:41:06 +0100
Subject: [PATCH 250/679] chore(model gallery): add
 steelskull_l3.3-san-mai-r1-70b (#4893)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 25 +++++++++++++++++++++++++
 1 file changed, 25 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 763ee132..c808360b 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -6439,6 +6439,31 @@
     - filename: arcee-ai_Arcee-Maestro-7B-Preview-Q4_K_M.gguf
       sha256: 7b1099e67ad1d10a80868ca0c39e78e7b3f89da87aa316166f56cc259e53cb7f
       uri: huggingface://bartowski/arcee-ai_Arcee-Maestro-7B-Preview-GGUF/arcee-ai_Arcee-Maestro-7B-Preview-Q4_K_M.gguf
+- !!merge <<: *deepseek-r1
+  name: "steelskull_l3.3-san-mai-r1-70b"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/64545af5ec40bbbd01242ca6/8fZQZaLM0XO9TyKh-yMQ7.jpeg
+  urls:
+    - https://huggingface.co/Steelskull/L3.3-San-Mai-R1-70b
+    - https://huggingface.co/bartowski/Steelskull_L3.3-San-Mai-R1-70b-GGUF
+  description: |
+    L3.3-San-Mai-R1-70b represents the foundational release in a three-part model series, followed by L3.3-Cu-Mai-R1-70b (Version A) and L3.3-Mokume-Gane-R1-70b (Version C). The name "San-Mai" draws inspiration from the Japanese bladesmithing technique of creating three-layer laminated composite metals, known for combining a hard cutting edge with a tougher spine - a metaphor for this model's balanced approach to AI capabilities.
+    Built on a custom DeepSeek R1 Distill base (DS-Hydroblated-R1-v4.1), San-Mai-R1 integrates specialized components through the SCE merge method:
+
+    EVA and EURYALE foundations for creative expression and scene comprehension
+    Cirrus and Hanami elements for enhanced reasoning capabilities
+    Anubis components for detailed scene description
+    Negative_LLAMA integration for balanced perspective and response
+
+    Core Capabilities
+
+    As the OG model in the series, San-Mai-R1 serves as the gold standard and reliable baseline. User feedback consistently highlights its superior intelligence, coherence, and unique ability to provide deep character insights. Through proper prompting, the model demonstrates advanced reasoning capabilities and an "X-factor" that enables unprompted exploration of character inner thoughts and motivations.
+  overrides:
+    parameters:
+      model: Steelskull_L3.3-San-Mai-R1-70b-Q4_K_M.gguf
+  files:
+    - filename: Steelskull_L3.3-San-Mai-R1-70b-Q4_K_M.gguf
+      sha256: 2287bfa14af188b0fc3a9f4e3afc9c303b7c41cee49238434f971c090b850306
+      uri: huggingface://bartowski/Steelskull_L3.3-San-Mai-R1-70b-GGUF/Steelskull_L3.3-San-Mai-R1-70b-Q4_K_M.gguf
 - &qwen2
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master" ## Start QWEN2
   name: "qwen2-7b-instruct"

From 6a20388e2576f07ce311261395caa59234609384 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 24 Feb 2025 09:43:50 +0100
Subject: [PATCH 251/679] chore(model gallery): add
 nohobby_l3.3-prikol-70b-extra (#4894)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 25 +++++++++++++++++++++++++
 1 file changed, 25 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index c808360b..d7525a18 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -671,6 +671,31 @@
     - filename: Steelskull_L3.3-Cu-Mai-R1-70b-Q4_K_M.gguf
       sha256: 7e61cf7b3126414a7d7a54264e2ba42f663aefb7f82af6bb06da9d35e6a8843a
       uri: huggingface://bartowski/Steelskull_L3.3-Cu-Mai-R1-70b-GGUF/Steelskull_L3.3-Cu-Mai-R1-70b-Q4_K_M.gguf
+- !!merge <<: *llama33
+  name: "nohobby_l3.3-prikol-70b-extra"
+  icon: https://files.catbox.moe/x9t3zo.png
+  urls:
+    - https://huggingface.co/Nohobby/L3.3-Prikol-70B-EXTRA
+    - https://huggingface.co/bartowski/Nohobby_L3.3-Prikol-70B-EXTRA-GGUF
+  description: |
+    After banging my head against the wall some more - I actually managed to merge DeepSeek distill into my mess! Along with even more models (my hand just slipped, I swear)
+
+    The prose is better than in v0.5, but has a different feel to it, so I guess it's more of a step to the side than forward (hence the title EXTRA instead of 0.6).
+
+    The context recall may have improved, or I'm just gaslighting myself to think so.
+
+    And of course, since it now has DeepSeek in it - <think> tags!
+
+    They kinda work out of the box if you add <think> to the 'Start Reply With' field in ST - that way the model will write a really short character thought in it. However, if we want some OOC reasoning, things get trickier.
+
+    My initial thought was that this model could be instructed to use <think> either only for {{char}}'s inner monologue or for detached analysis, but actually it would end up writing character thoughts most of the time anyway, and the times when it did reason stuff it threw the narrative out of the window by making it too formal and even adding some notes at the end.
+  overrides:
+    parameters:
+      model: Nohobby_L3.3-Prikol-70B-EXTRA-Q4_K_M.gguf
+  files:
+    - filename: Nohobby_L3.3-Prikol-70B-EXTRA-Q4_K_M.gguf
+      sha256: 0efb34490e9714d6c8cc5dd4bf59ea894bf766af8a038982f5eba7bab9d0f962
+      uri: huggingface://bartowski/Nohobby_L3.3-Prikol-70B-EXTRA-GGUF/Nohobby_L3.3-Prikol-70B-EXTRA-Q4_K_M.gguf
 - &rwkv
   url: "github:mudler/LocalAI/gallery/rwkv.yaml@master"
   name: "rwkv-6-world-7b"

From 3a3e05cf18c2b9975c2f6addee71758a061953f7 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 24 Feb 2025 10:11:32 +0100
Subject: [PATCH 252/679] chore(model gallery): add flux.1dev-abliteratedv2
 (#4895)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 12 ++++++++++++
 1 file changed, 12 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index d7525a18..2f11e8cd 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -12587,6 +12587,18 @@
     - filename: t5xxl_fp16.safetensors
       sha256: 6e480b09fae049a72d2a8c5fbccb8d3e92febeb233bbe9dfe7256958a9167635
       uri: https://huggingface.co/comfyanonymous/flux_text_encoders/resolve/main/t5xxl_fp16.safetensors
+- !!merge <<: *flux
+  name: flux.1dev-abliteratedv2
+  description: |
+    The FLUX.1 [dev] Abliterated-v2 model is a modified version of FLUX.1 [dev] and a successor to FLUX.1 [dev] Abliterated. This version has undergone a process called unlearning, which removes the model's built-in refusal mechanism. This allows the model to respond to a wider range of prompts, including those that the original model might have deemed inappropriate or harmful.
+
+    The abliteration process involves identifying and isolating the specific components of the model responsible for refusal behavior and then modifying or ablating those components. This results in a model that is more flexible and responsive, while still maintaining the core capabilities of the original FLUX.1 [dev] model.
+  urls:
+    - https://huggingface.co/SicariusSicariiStuff/flux.1dev-abliteratedv2
+    - https://huggingface.co/black-forest-labs/FLUX.1-schnell
+  overrides:
+    parameters:
+      model: SicariusSicariiStuff/flux.1dev-abliteratedv2
 - &whisper
   url: "github:mudler/LocalAI/gallery/whisper-base.yaml@master" ## Whisper
   name: "whisper-1"

From 0ae6420c31f2637ccd3dd1b7f7cb9a91610dc1d1 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Mon, 24 Feb 2025 11:26:09 +0100
Subject: [PATCH 253/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `7ad0779f5de84a68143b2c00ab5dc94a948925d3` (#4890)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 2ead15e9..a05dff15 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=a28e0d5eb18c18e6a4598286158f427269b1444e
+CPPLLAMA_VERSION?=7ad0779f5de84a68143b2c00ab5dc94a948925d3
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From a2d1f133c8a8f586fac3b042d541f0309e8d7e85 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 24 Feb 2025 21:01:39 +0000
Subject: [PATCH 254/679] chore(deps): Bump appleboy/ssh-action from 1.2.0 to
 1.2.1 (#4896)

Bumps [appleboy/ssh-action](https://github.com/appleboy/ssh-action) from 1.2.0 to 1.2.1.
- [Release notes](https://github.com/appleboy/ssh-action/releases)
- [Changelog](https://github.com/appleboy/ssh-action/blob/master/.goreleaser.yaml)
- [Commits](https://github.com/appleboy/ssh-action/compare/v1.2.0...v1.2.1)

---
updated-dependencies:
- dependency-name: appleboy/ssh-action
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 .github/workflows/deploy-explorer.yaml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/deploy-explorer.yaml b/.github/workflows/deploy-explorer.yaml
index 00d51322..4441565b 100644
--- a/.github/workflows/deploy-explorer.yaml
+++ b/.github/workflows/deploy-explorer.yaml
@@ -33,7 +33,7 @@ jobs:
         run: |
           CGO_ENABLED=0 make build-api
       - name: rm
-        uses: appleboy/ssh-action@v1.2.0
+        uses: appleboy/ssh-action@v1.2.1
         with:
             host: ${{ secrets.EXPLORER_SSH_HOST }}
             username: ${{ secrets.EXPLORER_SSH_USERNAME }}
@@ -53,7 +53,7 @@ jobs:
             rm: true
             target: ./local-ai
       - name: restarting
-        uses: appleboy/ssh-action@v1.2.0
+        uses: appleboy/ssh-action@v1.2.1
         with:
             host: ${{ secrets.EXPLORER_SSH_HOST }}
             username: ${{ secrets.EXPLORER_SSH_USERNAME }}

From 5a5f3a899a3cf5061913356a577e4f8e16e7116c Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 25 Feb 2025 09:50:46 +0100
Subject: [PATCH 255/679] chore(deps): Bump docs/themes/hugo-theme-relearn from
 `66bc366` to `02bba0f` (#4898)

chore(deps): Bump docs/themes/hugo-theme-relearn

Bumps [docs/themes/hugo-theme-relearn](https://github.com/McShelby/hugo-theme-relearn) from `66bc366` to `02bba0f`.
- [Release notes](https://github.com/McShelby/hugo-theme-relearn/releases)
- [Commits](https://github.com/McShelby/hugo-theme-relearn/compare/66bc366c4727a958f3873f409550daa36932c03f...02bba0f199da2bfa9555c9a0999f3e93c98e0561)

---
updated-dependencies:
- dependency-name: docs/themes/hugo-theme-relearn
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 docs/themes/hugo-theme-relearn | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/themes/hugo-theme-relearn b/docs/themes/hugo-theme-relearn
index 66bc366c..02bba0f1 160000
--- a/docs/themes/hugo-theme-relearn
+++ b/docs/themes/hugo-theme-relearn
@@ -1 +1 @@
-Subproject commit 66bc366c4727a958f3873f409550daa36932c03f
+Subproject commit 02bba0f199da2bfa9555c9a0999f3e93c98e0561

From 8d40557bc85435ae836f9b345cf1de39fa88d650 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Tue, 25 Feb 2025 09:51:02 +0100
Subject: [PATCH 256/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `7a2c913e66353362d7f28d612fd3c9d51a831eda` (#4899)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index a05dff15..45848b23 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=7ad0779f5de84a68143b2c00ab5dc94a948925d3
+CPPLLAMA_VERSION?=7a2c913e66353362d7f28d612fd3c9d51a831eda
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 12d070af808b4b94d56f211c261f689cb07d42a3 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 25 Feb 2025 09:56:44 +0100
Subject: [PATCH 257/679] chore(model gallery): add
 sicariussicariistuff_phi-line_14b (#4901)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 22 ++++++++++++++++++++++
 1 file changed, 22 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 2f11e8cd..1ec3084c 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -94,6 +94,28 @@
     - filename: SicariusSicariiStuff_Phi-lthy4-Q4_K_M.gguf
       sha256: a5004b2d0f3eb869f07285f53ec283aa383063085987113d2a41cb54708fb5ad
       uri: huggingface://bartowski/SicariusSicariiStuff_Phi-lthy4-GGUF/SicariusSicariiStuff_Phi-lthy4-Q4_K_M.gguf
+- !!merge <<: *phi4
+  name: "sicariussicariistuff_phi-line_14b"
+  url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
+  icon: https://huggingface.co/SicariusSicariiStuff/Phi-Line_14B/resolve/main/Images/Phi-Line_14B.png
+  urls:
+    - https://huggingface.co/SicariusSicariiStuff/Phi-Line_14B
+    - https://huggingface.co/bartowski/SicariusSicariiStuff_Phi-Line_14B-GGUF
+  description: |
+    Excellent Roleplay with more brains. (Who would have thought Phi-4 models would be good at this? so weird... )
+    Medium length response (1-4 paragraphs, usually 2-3).
+    Excellent assistant that follows instructions well enough, and keeps good formating.
+    Strong Creative writing abilities. Will obey requests regarding formatting (markdown headlines for paragraphs, etc).
+    Writes and roleplays quite uniquely, probably because of lack of RP\writing slop in the pretrain. This is just my guesstimate.
+    LOW refusals - Total freedom in RP, can do things other RP models won't, and I'll leave it at that. Low refusals in assistant tasks as well.
+    VERY good at following the character card. Math brain is used for gooner tech, as it should be.
+  overrides:
+    parameters:
+      model: SicariusSicariiStuff_Phi-Line_14B-Q4_K_M.gguf
+  files:
+    - filename: SicariusSicariiStuff_Phi-Line_14B-Q4_K_M.gguf
+      sha256: 552c5a613bc5f24494646858795837ac42d3c216c5caedd7f4d6b954e5df58f2
+      uri: huggingface://bartowski/SicariusSicariiStuff_Phi-Line_14B-GGUF/SicariusSicariiStuff_Phi-Line_14B-Q4_K_M.gguf
 - &falcon3
   name: "falcon3-1b-instruct"
   url: "github:mudler/LocalAI/gallery/falcon3.yaml@master"

From a9a1a361a9c95549bfb3c985d6e6735a5aef2a8f Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 25 Feb 2025 09:59:21 +0100
Subject: [PATCH 258/679] chore(model gallery): add
 perplexity-ai_r1-1776-distill-llama-70b (#4902)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 1ec3084c..42fa9223 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -6511,6 +6511,20 @@
     - filename: Steelskull_L3.3-San-Mai-R1-70b-Q4_K_M.gguf
       sha256: 2287bfa14af188b0fc3a9f4e3afc9c303b7c41cee49238434f971c090b850306
       uri: huggingface://bartowski/Steelskull_L3.3-San-Mai-R1-70b-GGUF/Steelskull_L3.3-San-Mai-R1-70b-Q4_K_M.gguf
+- !!merge <<: *deepseek-r1
+  name: "perplexity-ai_r1-1776-distill-llama-70b"
+  urls:
+    - https://huggingface.co/perplexity-ai/r1-1776-distill-llama-70b
+    - https://huggingface.co/bartowski/perplexity-ai_r1-1776-distill-llama-70b-GGUF
+  description: |
+    R1 1776 is a DeepSeek-R1 reasoning model that has been post-trained by Perplexity AI to remove Chinese Communist Party censorship. The model provides unbiased, accurate, and factual information while maintaining high reasoning capabilities.
+  overrides:
+    parameters:
+      model: perplexity-ai_r1-1776-distill-llama-70b-Q4_K_M.gguf
+  files:
+    - filename: perplexity-ai_r1-1776-distill-llama-70b-Q4_K_M.gguf
+      sha256: 4030b5778cbbd0723454c9a0c340c32dc4e86a98d46f5e6083527da6a9c90012
+      uri: huggingface://bartowski/perplexity-ai_r1-1776-distill-llama-70b-GGUF/perplexity-ai_r1-1776-distill-llama-70b-Q4_K_M.gguf
 - &qwen2
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master" ## Start QWEN2
   name: "qwen2-7b-instruct"

From d557eb93616858959f8ed03d9af042f3de2c5769 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 25 Feb 2025 10:21:54 +0100
Subject: [PATCH 259/679] chore(model gallery): add
 latitudegames_wayfarer-large-70b-llama-3.3 (#4903)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 25 +++++++++++++++++++++++++
 1 file changed, 25 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 42fa9223..200449c0 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -718,6 +718,31 @@
     - filename: Nohobby_L3.3-Prikol-70B-EXTRA-Q4_K_M.gguf
       sha256: 0efb34490e9714d6c8cc5dd4bf59ea894bf766af8a038982f5eba7bab9d0f962
       uri: huggingface://bartowski/Nohobby_L3.3-Prikol-70B-EXTRA-GGUF/Nohobby_L3.3-Prikol-70B-EXTRA-Q4_K_M.gguf
+- !!merge <<: *llama33
+  name: "latitudegames_wayfarer-large-70b-llama-3.3"
+  icon: https://huggingface.co/LatitudeGames/Wayfarer-Large-70B-Llama-3.3/resolve/main/wayfarer-large.jpg
+  urls:
+    - https://huggingface.co/LatitudeGames/Wayfarer-Large-70B-Llama-3.3
+    - https://huggingface.co/bartowski/LatitudeGames_Wayfarer-Large-70B-Llama-3.3-GGUF
+  description: |
+    We’ve heard over and over from AI Dungeon players that modern AI models are too nice, never letting them fail or die. While it may be good for a chatbot to be nice and helpful, great stories and games aren’t all rainbows and unicorns. They have conflict, tension, and even death. These create real stakes and consequences for characters and the journeys they go on.
+
+    Similarly, great games need opposition. You must be able to fail, die, and may even have to start over. This makes games more fun!
+
+    However, the vast majority of AI models, through alignment RLHF, have been trained away from darkness, violence, or conflict, preventing them from fulfilling this role. To give our players better options, we decided to train our own model to fix these issues.
+
+    The Wayfarer model series are a set of adventure role-play models specifically trained to give players a challenging and dangerous experience.
+
+    We wanted to contribute back to the open source community that we’ve benefitted so much from so we open sourced a 12b parameter version version back in Jan. We thought people would love it but people were even more excited than we expected.
+
+    Due to popular request we decided to train a larger 70b version based on Llama 3.3.
+  overrides:
+    parameters:
+      model: LatitudeGames_Wayfarer-Large-70B-Llama-3.3-Q4_K_M.gguf
+  files:
+    - filename: LatitudeGames_Wayfarer-Large-70B-Llama-3.3-Q4_K_M.gguf
+      sha256: 5b9f6923e247e5c6db3fc0f6fe558939b51b5fe1003d83cf5c10e74b586a1bf8
+      uri: huggingface://bartowski/LatitudeGames_Wayfarer-Large-70B-Llama-3.3-GGUF/LatitudeGames_Wayfarer-Large-70B-Llama-3.3-Q4_K_M.gguf
 - &rwkv
   url: "github:mudler/LocalAI/gallery/rwkv.yaml@master"
   name: "rwkv-6-world-7b"

From 61a24746a182889c66d47abb4b3f34f7e798b4b1 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Tue, 25 Feb 2025 22:58:37 +0100
Subject: [PATCH 260/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `d7cfe1ffe0f435d0048a6058d529daf76e072d9c` (#4908)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 45848b23..0e8b3753 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=7a2c913e66353362d7f28d612fd3c9d51a831eda
+CPPLLAMA_VERSION?=d7cfe1ffe0f435d0048a6058d529daf76e072d9c
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 5ad2be9c45808c2d77fe5d0951d0488aec040606 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Wed, 26 Feb 2025 11:10:40 +0100
Subject: [PATCH 261/679] feat(ui): small improvements to chat interface
 (#4907)

- Change chat colors
- Improve layout on small windows

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 core/http/routes/ui.go             |   5 -
 core/http/views/chat.html          | 349 +++++++++++++++++------------
 core/http/views/partials/head.html | 151 ++++++-------
 3 files changed, 263 insertions(+), 242 deletions(-)

diff --git a/core/http/routes/ui.go b/core/http/routes/ui.go
index 7fb6adfc..40919a83 100644
--- a/core/http/routes/ui.go
+++ b/core/http/routes/ui.go
@@ -209,11 +209,6 @@ func RegisterUIRoutes(app *fiber.App,
 				summary["TotalPages"] = totalPages
 				summary["CurrentPage"] = pageNum
 				summary["Models"] = template.HTML(elements.ListModels(models, processingModels, galleryService))
-
-				log.Debug().Msgf("totalPages : %+v\n", totalPages)
-				log.Debug().Msgf("prevPage : %+v\n", prevPage)
-				log.Debug().Msgf("nextPage : %+v\n", nextPage)
-				log.Debug().Msgf("CurrentPage : %+v\n", pageNum)
 			}
 
 			// Render index
diff --git a/core/http/views/chat.html b/core/http/views/chat.html
index b3e9bd4a..71e9b8d6 100644
--- a/core/http/views/chat.html
+++ b/core/http/views/chat.html
@@ -29,143 +29,207 @@ SOFTWARE.
 <html lang="en">
   {{template "views/partials/head" .}}
   <script defer src="static/chat.js"></script>
-  <style>
-    body {
-        overflow: hidden; 
-    }
-  </style>
-  <body class="bg-gray-900 text-gray-200" x-data="{ key: $store.chat.key }">
-    <div class="flex flex-col min-h-screen">
 
+  <!-- Adjust layout classes to let the chat fill the viewport and be responsive -->
+  <body class="bg-slate-900 text-gray-100 flex flex-col h-screen" x-data="{ key: $store.chat.key }">
     {{template "views/partials/navbar" .}}
-    <div class="chat-container mt-2 mr-2 ml-2 mb-2 bg-gray-800 shadow-lg rounded-lg" >
-     <!-- Chat Header -->
-    <div class="border-b border-gray-700 p-4"  x-data="{ component: 'menu' }">
 
-      <div class="flex items-center justify-between">
+    <!-- Container fills available space (flex-1) and allows scrolling if needed -->
+    <div class="flex flex-col flex-1 overflow-hidden">
 
-      <h1 class="text-lg font-semibold"> <i class="fa-solid fa-comments"></i> Chat {{ if .Model }} with {{.Model}} {{ end }} <a href="browse?term={{.Model}}" ><i class="fas fa-brain pr-2"></i></a> <a href="https://localai.io/features/text-generation/" target="_blank" >
-        <i class="fas fa-circle-info pr-2"></i>
-      </a></h1>
-      <div x-show="component === 'menu'" id="menu">
-        <button
-          @click="$store.chat.clear()"
-          id="clear"
-          title="Clear chat history"
+      <!-- Header can stay at the top -->
+      <div class="border-b border-gray-700 p-4" x-data="{ component: 'menu' }">
+        <div class="flex items-center justify-between flex-wrap gap-2">
+          <h1 class="text-lg font-semibold flex items-center">
+            <i class="fa-solid fa-comments mr-2"></i>
+            Chat
+            {{ if .Model }} with {{.Model}} {{ end }}
+            <a class="ml-2" href="browse?term={{.Model}}">
+              <i class="fas fa-brain pr-2"></i>
+            </a>
+            <a href="https://localai.io/features/text-generation/" target="_blank">
+              <i class="fas fa-circle-info"></i>
+            </a>
+          </h1>
+          <div x-show="component === 'menu'" id="menu">
+            <button
+              @click="$store.chat.clear()"
+              id="clear"
+              title="Clear chat history"
+              data-twe-ripple-init
+              data-twe-ripple-color="light"
+              class="m-2 inline-block rounded bg-primary px-4 py-1 text-xs font-medium uppercase leading-normal text-white shadow-primary-3 transition duration-150 ease-in-out hover:bg-primary-accent-300 focus:bg-primary-accent-300 focus:outline-none"
+            >
+              Clear chat 🔥
+            </button>
+            <button
+              @click="component = 'key'"
+              title="Update API key"
+              class="m-2 inline-block rounded bg-primary px-4 py-1 text-xs font-medium uppercase leading-normal text-white shadow-primary-3 transition duration-150 ease-in-out hover:bg-primary-accent-300 focus:bg-primary-accent-300 focus:outline-none"
+            >
+              Set API Key🔑
+            </button>
+            <button
+              @click="component = 'system_prompt'"
+              title="System Prompt"
+              class="m-2 inline-block rounded bg-primary px-4 py-1 text-xs font-medium uppercase leading-normal text-white shadow-primary-3 transition duration-150 ease-in-out hover:bg-primary-accent-300 focus:bg-primary-accent-300 focus:outline-none"
+            >
+              Set system prompt
+            </button>
+          </div>
+          <!-- API Key form -->
+          <form x-show="component === 'key'" id="key" class="flex items-center gap-2">
+            <input
+              type="password"
+              id="apiKey"
+              name="apiKey"
+              class="bg-gray-800 text-white border border-gray-600 focus:border-blue-500 focus:ring focus:ring-blue-500 focus:ring-opacity-50 rounded-md shadow-sm p-2 appearance-none"
+              placeholder="OpenAI API Key"
+              x-model.lazy="key"
+            />
+            <button
+              @click="component = 'menu'"
+              type="submit"
+              title="Save API key"
+              class="text-white"
+            >
+              <i class="fa-solid fa-arrow-right"></i>
+            </button>
+          </form>
+          <!-- System Prompt form -->
+          <form x-show="component === 'system_prompt'" id="system_prompt" class="flex flex-col gap-2 mt-2">
+            <textarea
+              type="text"
+              id="systemPrompt"
+              name="systemPrompt"
+              class="bg-gray-800 text-white border border-gray-600 focus:border-blue-500 focus:ring focus:ring-blue-500 focus:ring-opacity-50 rounded-md shadow-sm p-2 appearance-none"
+              placeholder="System prompt"
+              x-model.lazy="system_prompt"
+            ></textarea>
+            <button
+              @click="component = 'menu'"
+              type="submit"
+              title="Save Prompt"
+              class="self-end text-white"
+            >
+              <i class="fa-solid fa-arrow-right"></i>
+            </button>
+          </form>
 
-          data-twe-ripple-init
-          data-twe-ripple-color="light"
-          class="m-2 float-right inline-block rounded bg-primary px-6 pb-2.5 mb-3 pt-2.5 text-xs font-medium uppercase leading-normal text-white shadow-primary-3 transition duration-150 ease-in-out hover:bg-primary-accent-300 hover:shadow-primary-2 focus:bg-primary-accent-300 focus:shadow-primary-2 focus:outline-none focus:ring-0 active:bg-primary-600 active:shadow-primary-2 dark:shadow-black/30 dark:hover:shadow-dark-strong dark:focus:shadow-dark-strong dark:active:shadow-dark-strong"
+          <!-- Model selection -->
+          <select
+            x-data="{ link : '' }"
+            x-model="link"
+            x-init="$watch('link', value => window.location = link)"
+            class="bg-gray-800 text-white border border-gray-600 focus:border-blue-500 focus:ring focus:ring-blue-500 focus:ring-opacity-50 rounded-md shadow-sm p-2 appearance-none"
           >
-          Clear chat 🔥
-        </button>
-        <button @click="component = 'key'" title="Update API key"
-        class="m-2 float-right inline-block rounded bg-primary px-6 pb-2.5 mb-3 pt-2.5 text-xs font-medium uppercase leading-normal text-white shadow-primary-3 transition duration-150 ease-in-out hover:bg-primary-accent-300 hover:shadow-primary-2 focus:bg-primary-accent-300 focus:shadow-primary-2 focus:outline-none focus:ring-0 active:bg-primary-600 active:shadow-primary-2 dark:shadow-black/30 dark:hover:shadow-dark-strong dark:focus:shadow-dark-strong dark:active:shadow-dark-strong"
-        >Set API Key🔑</button>
-        <button @click="component = 'system_prompt'" title="System Prompt"
-        class="m-2 float-right inline-block rounded bg-primary px-6 pb-2.5 mb-3 pt-2.5 text-xs font-medium uppercase leading-normal text-white shadow-primary-3 transition duration-150 ease-in-out hover:bg-primary-accent-300 hover:shadow-primary-2 focus:bg-primary-accent-300 focus:shadow-primary-2 focus:outline-none focus:ring-0 active:bg-primary-600 active:shadow-primary-2 dark:shadow-black/30 dark:hover:shadow-dark-strong dark:focus:shadow-dark-strong dark:active:shadow-dark-strong"
-        >Set system prompt</button>
-      </div>
-      <form x-show="component === 'key'" id="key">
-        <input
-          type="password"
-          id="apiKey"
-          name="apiKey"
-          class="bg-gray-800 text-white border border-gray-600 focus:border-blue-500 focus:ring focus:ring-blue-500 focus:ring-opacity-50 rounded-md shadow-sm p-2 appearance-none"
-          placeholder="OpenAI API Key"
-          x-model.lazy="key"
-        />
-        <button @click="component = 'menu'" type="submit" title="Save API key">
-          <i class="fa-solid fa-arrow-right"></i>
-        </button>
-      </form>
-      <form x-show="component === 'system_prompt'" id="system_prompt">
-        <textarea
-          type="text"
-          id="systemPrompt"
-          name="systemPrompt"
-          class="bg-gray-800 text-white border border-gray-600 focus:border-blue-500 focus:ring focus:ring-blue-500 focus:ring-opacity-50 rounded-md shadow-sm p-2 appearance-none"
-          placeholder="System prompt"
-          x-model.lazy="system_prompt"
-        ></textarea>
-        <button @click="component = 'menu'" type="submit" title="Save Prompt">
-          <i class="fa-solid fa-arrow-right"></i>
-        </button>
-      </form>
-
-      <select x-data="{ link : '' }" x-model="link" x-init="$watch('link', value => window.location = link)" 
-        class="bg-gray-800 text-white border border-gray-600 focus:border-blue-500 focus:ring focus:ring-blue-500 focus:ring-opacity-50 rounded-md shadow-sm p-2 appearance-none"
-        >	
-        <!-- Options -->
-        <option value="" disabled class="text-gray-400" >Select a model</option>
-        {{ $model:=.Model}}
-        {{ range .ModelsConfig }}
-          {{ $cfg := . }}
-          {{ range .KnownUsecaseStrings }}
-            {{ if eq . "FLAG_CHAT" }}
-                <option value="chat/{{$cfg.Name}}" {{ if eq $cfg.Name $model }} selected {{end}} class="bg-gray-700 text-white">{{$cfg.Name}}</option>
+            <option value="" disabled class="text-gray-400">Select a model</option>
+            {{ $model:=.Model}}
+            {{ range .ModelsConfig }}
+              {{ $cfg := . }}
+              {{ range .KnownUsecaseStrings }}
+                {{ if eq . "FLAG_CHAT" }}
+                  <option
+                    value="chat/{{$cfg.Name}}"
+                    {{ if eq $cfg.Name $model }} selected {{end}}
+                    class="bg-gray-700 text-white"
+                  >
+                    {{$cfg.Name}}
+                  </option>
+                {{ end }}
+              {{ end }}
             {{ end }}
-          {{ end }}
-        {{ end }}
-        {{ range .ModelsWithoutConfig }}
-            <option value="chat/{{.}}" {{ if eq . $model }} selected {{ end }} class="bg-gray-700 text-white">{{.}}</option>
-        {{end}}
-      </select>
-      </div>
-    </div>
-
-    <div class="chat-messages p-4" id="chat" x-data="{history: $store.chat.history}">
-      <p id="usage" x-show="history.length === 0">
-        Start chatting with the AI by typing a prompt in the input field below and pressing Enter.
-        For models that support images, you can upload an image by clicking the paperclip <i class="fa-solid fa-paperclip"></i> icon.
-      </p>
-      <div id="messages">
-      <template x-for="message in history">
-        <div class="message flex items-start space-x-2 my-2" >
-          <!--<img :src="message.role === 'user' ? '/path/to/user-icon.png' : '/path/to/bot-icon.png'" alt="" class="h-6 w-6">-->
-          <i class="fa-solid h-8 w-8" :class="message.role === 'user' ? 'fa-user' : 'fa-robot'"  ></i>
-          <div class="flex flex-col flex-1">
-            <span class="text-xs font-semibold text-gray-600" x-text="message.role === 'user' ? 'User' : 'Assistant ({{.Model}})'"></span>
-            <template x-if="message.role === 'user'">
-              <div class="p-2 flex-1 rounded" :class="message.role" x-html="message.html"></div>
-            </template>
-            <template x-if="message.role === 'assistant'">
-              <div class="p-2 flex-1 rounded" :class="message.role" x-html="message.html"></div>
-            </template>
-            <template x-if="message.image">
-              <img :src="message.image" alt="Image" class="rounded-lg mt-2 h-36 w-36">
-            </template>
-          </div>
+            {{ range .ModelsWithoutConfig }}
+              <option
+                value="chat/{{.}}"
+                {{ if eq . $model }} selected {{ end }}
+                class="bg-gray-700 text-white"
+              >
+                {{.}}
+              </option>
+            {{end}}
+          </select>
         </div>
-      </template>
+      </div>
+
+      <!-- Main chat area (flex-1 for expansion) -->
+      <div class="flex-1 p-4 overflow-auto" id="chat" x-data="{history: $store.chat.history}">
+        <p id="usage" x-show="history.length === 0" class="text-gray-300">
+          Start chatting with the AI by typing a prompt in the input field below and pressing Enter.
+          For models that support images, you can upload an image by clicking the paperclip
+          <i class="fa-solid fa-paperclip"></i> icon.
+        </p>
+        <div id="messages">
+          <template x-for="message in history">
+            <div class="message flex items-start space-x-2 my-2">
+              <i
+                class="fa-solid h-8 w-8"
+                :class="message.role === 'user' ? 'fa-user' : 'fa-robot'"
+              ></i>
+              <div class="flex flex-col flex-1">
+                <span
+                  class="text-xs font-semibold text-gray-400"
+                  x-text="message.role === 'user' ? 'User' : 'Assistant ({{.Model}})'"
+                ></span>
+                <template x-if="message.role === 'user'">
+                  <div class="p-2 flex-1 rounded bg-gray-700 text-white" x-html="message.html"></div>
+                </template>
+                <template x-if="message.role === 'assistant'">
+                  <div class="p-2 flex-1 rounded bg-gray-700 text-white" x-html="message.html"></div>
+                </template>
+                <template x-if="message.image">
+                  <img :src="message.image" alt="Image" class="rounded-lg mt-2 max-w-xs">
+                </template>
+              </div>
+            </div>
+          </template>
+        </div>
+      </div>
+
+      <!-- Chat Input -->
+      <div class="p-4 border-t border-gray-700" x-data="{ inputValue: '', shiftPressed: false, fileName: '' }">
+        <div id="loader" class="my-2 loader" style="display: none;"></div>
+        <input id="chat-model" type="hidden" value="{{.Model}}">
+        <input
+          id="input_image"
+          type="file"
+          style="display: none;"
+          @change="fileName = $event.target.files[0].name"
+        />
+        <form id="prompt" action="chat/{{.Model}}" method="get" @submit.prevent="submitPrompt">
+          <div class="relative w-full">
+            <textarea
+              id="input"
+              name="input"
+              x-model="inputValue"
+              placeholder="Send a message..."
+              class="p-2 pr-16 border rounded w-full bg-gray-600 text-gray-100 placeholder-gray-300 focus:outline-none resize-none"
+              required
+              @keydown.shift="shiftPressed = true"
+              @keyup.shift="shiftPressed = false"
+              @keydown.enter="if (!shiftPressed) { submitPrompt($event); }"
+              rows="3"
+            ></textarea>
+            <span x-text="fileName" id="fileName" class="absolute right-16 top-3 text-gray-300 text-sm mr-2"></span>
+            <button
+              type="button"
+              onclick="document.getElementById('input_image').click()"
+              class="fa-solid fa-paperclip text-gray-300 absolute right-10 top-3 text-lg p-2 hover:text-gray-100"
+              title="Attach an image"
+            ></button>
+            <button
+              type="submit"
+              class="absolute right-2 top-3 text-lg p-2 text-gray-300 hover:text-gray-100"
+              title="Send message"
+            >
+              <i class="fa-solid fa-circle-up"></i>
+            </button>
+          </div>
+        </form>
       </div>
     </div>
 
-    <div class="p-4 border-t border-gray-700" x-data="{ inputValue: '', shiftPressed: false, fileName: ''  }">
-      <div id="loader" class="my-2 loader" style="display: none;"></div>
-      <input id="chat-model" type="hidden" value="{{.Model}}">
-      <input id="input_image" type="file" style="display: none;" @change="fileName = $event.target.files[0].name">
-      <form id="prompt" action="chat/{{.Model}}" method="get" @submit.prevent="submitPrompt">
-          <div class="relative w-full">
-              <textarea
-                  id="input"
-                  name="input"
-                  x-model="inputValue"
-                  placeholder="Send a message..."
-                  class="p-2 pl-2 border rounded w-full bg-gray-600 text-white placeholder-gray-300"
-                  required
-                  @keydown.shift="shiftPressed = true"
-                  @keyup.shift="shiftPressed = false"
-                  @keydown.enter="if (!shiftPressed) { submitPrompt($event); }"
-                  style="padding-right: 4rem;"
-              ></textarea>
-              <span x-text="fileName" id="fileName" class="absolute right-16 top-5 text-gray-300 text-sm mr-2"></span>
-              <button type="button" onclick="document.getElementById('input_image').click()" class="fa-solid fa-paperclip text-gray-300 ml-2 absolute right-10 top-3 text-lg p-2">
-              </button>
-              <button type=submit><i class="fa-solid fa-circle-up text-gray-300 absolute right-2 top-3 text-lg p-2"></i></button>
-          </div>
-      </form>
-  </div>
+    <!-- Alpine store initialization -->
     <script>
       document.addEventListener("alpine:init", () => {
         Alpine.store("chat", {
@@ -178,31 +242,21 @@ SOFTWARE.
             const N = this.history.length - 1;
             if (this.history.length && this.history[N].role === role) {
               this.history[N].content += content;
-              str = this.history[N].content;
               this.history[N].html = DOMPurify.sanitize(
-                marked.parse(this.history[N].content),
+                marked.parse(this.history[N].content)
               );
             } else {
-              c =  ""
-              // split content newlines in content
+              let c = "";
               const lines = content.split("\n");
-              // for each line, do DOMPurify.sanitize(marked.parse(line)) and add it to c
               lines.forEach((line) => {
                 c += DOMPurify.sanitize(marked.parse(line));
               });
-
-              this.history.push({
-                role: role,
-                content: content,
-                html: c,
-                image: image,
-              });
+              this.history.push({ role, content, html: c, image });
             }
-
             const parser = new DOMParser();
             const html = parser.parseFromString(
               this.history[this.history.length - 1].html,
-              "text/html",
+              "text/html"
             );
             const code = html.querySelectorAll("pre code");
             if (!code.length) return;
@@ -216,17 +270,14 @@ SOFTWARE.
             });
           },
           messages() {
-            return this.history.map((message) => {
-              return {
-                role: message.role,
-                content: message.content,
-                image: message.image,
-              };
-            });
+            return this.history.map((message) => ({
+              role: message.role,
+              content: message.content,
+              image: message.image,
+            }));
           },
         });
       });
     </script>
-    </div>
   </body>
-</html>
+</html>
\ No newline at end of file
diff --git a/core/http/views/partials/head.html b/core/http/views/partials/head.html
index 57be385d..66afb22d 100644
--- a/core/http/views/partials/head.html
+++ b/core/http/views/partials/head.html
@@ -1,36 +1,20 @@
 <head>
-    <meta charset="UTF-8">
-    <meta name="viewport" content="width=device-width, initial-scale=1.0">
-    <title>{{.Title}}</title>
-    <base href="{{.BaseURL}}" />
-    <link rel="icon" type="image/x-icon" href="favicon.ico" />
-    <link
-    rel="stylesheet"
-    href="static/assets/highlightjs.css"
-  />
+  <meta charset="UTF-8">
+  <meta name="viewport" content="width=device-width, initial-scale=1.0">
+  <title>{{.Title}}</title>
+  <base href="{{.BaseURL}}" />
+  <link rel="icon" type="image/x-icon" href="favicon.ico" />
+  <link rel="stylesheet" href="static/assets/highlightjs.css" />
   <script defer src="static/assets/highlightjs.js"></script>
-    <script
-    defer
-    src="static/assets/alpine.js"
-  ></script>
-  <script
-    defer
-    src="static/assets/marked.js"
-  ></script>
-  <script
-    defer
-    src="static/assets/purify.js"
-  ></script>
-
+  <script defer src="static/assets/alpine.js"></script>
+  <script defer src="static/assets/marked.js"></script>
+  <script defer src="static/assets/purify.js"></script>
   <link href="static/general.css" rel="stylesheet" />
-    <link href="static/assets/font1.css" rel="stylesheet">
-    <link
-    href="static/assets/font2.css"
-    rel="stylesheet" />
-  <link
-    rel="stylesheet"
-    href="static/assets/tw-elements.css" />
+  <link href="static/assets/font1.css" rel="stylesheet">
+  <link href="static/assets/font2.css" rel="stylesheet" />
+  <link rel="stylesheet" href="static/assets/tw-elements.css" />
   <script src="static/assets/tailwindcss.js"></script>
+
   <script>
     tailwind.config = {
       darkMode: "class",
@@ -48,84 +32,75 @@
     function copyClipboard(token) {
       navigator.clipboard.writeText(token)
       .then(() => {
-          console.log('Text copied to clipboard:', token);
-          alert('Text copied to clipboard!');
+        console.log('Text copied to clipboard:', token);
+        alert('Text copied to clipboard!');
       })
       .catch(err => {
-          console.error('Failed to copy token:', err);
+        console.error('Failed to copy token:', err);
       });
     }
   </script>
+
   <link href="static/assets/fontawesome/css/fontawesome.css" rel="stylesheet" />
   <link href="static/assets/fontawesome/css/brands.css" rel="stylesheet" />
   <link href="static/assets/fontawesome/css/solid.css" rel="stylesheet" />
   <script src="static/assets/flowbite.min.js"></script>
   <script src="static/assets/htmx.js" crossorigin="anonymous"></script>
-  <!-- P2P Animation START -->
+
+  <!-- Example responsive styling improvements -->
   <style>
     .animation-container {
-        position: relative;
-        width: 100%;
-        height: 25vh;
-        display: flex;
-        justify-content: center;
-        align-items: center;
-        overflow: hidden;
+      position: relative;
+      width: 100%;
+      height: 25vh;
+      display: flex;
+      justify-content: center;
+      align-items: center;
+      overflow: hidden;
     }
-
     canvas {
-        position: absolute;
-        top: 0;
-        left: 0;
+      position: absolute;
+      top: 0;
+      left: 0;
     }
-
     .text-overlay {
-        position: absolute;
-        top: 50%;
-        left: 50%;
-        transform: translate(-50%, -50%);
-        text-align: center;
-        z-index: 1;
+      position: absolute;
+      top: 50%;
+      left: 50%;
+      transform: translate(-50%, -50%);
+      text-align: center;
+      z-index: 1;
+    }
+    .fa-circle-nodes {
+      animation: rotateCircleNodes 8s linear infinite;
+      display: inline-block;
+    }
+    @keyframes rotateCircleNodes {
+      0% { transform: rotate(0deg); }
+      100% { transform: rotate(360deg); }
+    }
+    .fa-flask {
+      animation: shakeFlask 3s ease-in-out infinite;
+      transform-origin: bottom center;
+    }
+    @keyframes shakeFlask {
+      0%, 10% { transform: rotate(0deg); }
+      20% { transform: rotate(-10deg); }
+      30% { transform: rotate(10deg); }
+      40% { transform: rotate(-8deg); }
+      50% { transform: rotate(8deg); }
+      60% { transform: rotate(-5deg); }
+      70% { transform: rotate(5deg); }
+      80% { transform: rotate(-2deg); }
+      90% { transform: rotate(2deg); }
+      100% { transform: rotate(0deg); }
     }
   </style>
-  <!-- P2P Animation END -->
-  <!-- Flask and node animation -->
-  <style>
-            .fa-circle-nodes {
-           /* font-size: 100px; /* Adjust the size as needed */
-            animation: rotateCircleNodes 8s linear infinite; /* Slow and fluid rotation */
-            display: inline-block;
-        }
 
-        @keyframes rotateCircleNodes {
-            0% { transform: rotate(0deg); }
-            100% { transform: rotate(360deg); }
-        }
-        /* Animation for the warning box */
-        .fa-flask {
-         /*  font-size: 100px; /* Adjust the size as needed */
-            animation: shakeFlask 3s ease-in-out infinite; /* Smooth easing and longer duration for fluidity */
-            transform-origin: bottom center;
-        }
-
-        @keyframes shakeFlask {
-            0%, 10% { transform: rotate(0deg); } /* Start and end still */
-            20% { transform: rotate(-10deg); } /* Smooth transition to left */
-            30% { transform: rotate(10deg); } /* Smooth transition to right */
-            40% { transform: rotate(-8deg); } /* Smooth transition to left */
-            50% { transform: rotate(8deg); } /* Smooth transition to right */
-            60% { transform: rotate(-5deg); } /* Smooth transition to left */
-            70% { transform: rotate(5deg); } /* Smooth transition to right */
-            80% { transform: rotate(-2deg); } /* Smooth transition to left */
-            90% { transform: rotate(2deg); } /* Smooth transition to right */
-            100% { transform: rotate(0deg); } /* Return to center */
-        }
-  </style>
-
-  <!-- https://stackoverflow.com/questions/76051980/flowbite-component-not-working-when-loaded-via-htmx-django-project -->
+  <!-- Initialize Flowbite on HTMX content load -->
   <script>
-      htmx.onLoad(function(content) {
-          initFlowbite();
-      })
+    htmx.onLoad(function(content) {
+      initFlowbite();
+    });
   </script>
 </head>
\ No newline at end of file

From c87870b18e4c1ece8be123dcd69786b0ce985806 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Wed, 26 Feb 2025 18:27:18 +0100
Subject: [PATCH 262/679] feat(ui): improve chat interface (#4910)

* feat(ui): show more informations in the chat view, minor adjustments to model gallery

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix(ui): UI improvements

Visual improvements and bugfixes including:
- disable pagination during search
- fix scrolling on new message

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 core/gallery/gallery.go     |   2 +
 core/http/routes/ui.go      |  21 ++
 core/http/static/chat.js    |   7 +-
 core/http/views/chat.html   | 540 +++++++++++++++++++++++-------------
 core/http/views/models.html |  55 +++-
 5 files changed, 421 insertions(+), 204 deletions(-)

diff --git a/core/gallery/gallery.go b/core/gallery/gallery.go
index a3a1d909..0c540052 100644
--- a/core/gallery/gallery.go
+++ b/core/gallery/gallery.go
@@ -29,6 +29,8 @@ func InstallModelFromGallery(galleries []config.Gallery, name string, basePath s
 			if err != nil {
 				return err
 			}
+			config.Description = model.Description
+			config.License = model.License
 		} else if len(model.ConfigFile) > 0 {
 			// TODO: is this worse than using the override method with a blank cfg yaml?
 			reYamlConfig, err := yaml.Marshal(model.ConfigFile)
diff --git a/core/http/routes/ui.go b/core/http/routes/ui.go
index 40919a83..65d1b09c 100644
--- a/core/http/routes/ui.go
+++ b/core/http/routes/ui.go
@@ -404,6 +404,15 @@ func RegisterUIRoutes(app *fiber.App,
 			return c.Redirect(utils.BaseURL(c))
 		}
 		modelThatCanBeUsed := ""
+		galleryConfigs := map[string]*gallery.Config{}
+
+		for _, m := range backendConfigs {
+			cfg, err := gallery.GetLocalModelConfiguration(ml.ModelPath, m.Name)
+			if err != nil {
+				continue
+			}
+			galleryConfigs[m.Name] = cfg
+		}
 
 		title := "LocalAI - Chat"
 
@@ -419,6 +428,7 @@ func RegisterUIRoutes(app *fiber.App,
 			"Title":               title,
 			"BaseURL":             utils.BaseURL(c),
 			"ModelsWithoutConfig": modelsWithoutConfig,
+			"GalleryConfig":       galleryConfigs,
 			"ModelsConfig":        backendConfigs,
 			"Model":               modelThatCanBeUsed,
 			"Version":             internal.PrintableVersion(),
@@ -434,10 +444,21 @@ func RegisterUIRoutes(app *fiber.App,
 		backendConfigs := cl.GetAllBackendConfigs()
 		modelsWithoutConfig, _ := services.ListModels(cl, ml, config.NoFilterFn, services.LOOSE_ONLY)
 
+		galleryConfigs := map[string]*gallery.Config{}
+
+		for _, m := range backendConfigs {
+			cfg, err := gallery.GetLocalModelConfiguration(ml.ModelPath, m.Name)
+			if err != nil {
+				continue
+			}
+			galleryConfigs[m.Name] = cfg
+		}
+
 		summary := fiber.Map{
 			"Title":               "LocalAI - Chat with " + c.Params("model"),
 			"BaseURL":             utils.BaseURL(c),
 			"ModelsConfig":        backendConfigs,
+			"GalleryConfig":       galleryConfigs,
 			"ModelsWithoutConfig": modelsWithoutConfig,
 			"Model":               c.Params("model"),
 			"Version":             internal.PrintableVersion(),
diff --git a/core/http/static/chat.js b/core/http/static/chat.js
index 67e0bb60..ac1e0ba8 100644
--- a/core/http/static/chat.js
+++ b/core/http/static/chat.js
@@ -49,7 +49,7 @@ function submitPrompt(event) {
   document.getElementById("input").value = "";
   const key = localStorage.getItem("key");
   const systemPrompt = localStorage.getItem("system_prompt");
-
+  Alpine.nextTick(() => { document.getElementById('messages').scrollIntoView(false); });
   promptGPT(systemPrompt, key, input);
 }
 
@@ -74,7 +74,6 @@ function readInputImage() {
     // Make the "loader" visible
     document.getElementById("loader").style.display = "block";
     document.getElementById("input").disabled = true;
-    document.getElementById('messages').scrollIntoView(false)
 
     messages = Alpine.store("chat").messages();
 
@@ -181,8 +180,8 @@ function readInputImage() {
       const chatStore = Alpine.store("chat");
       chatStore.add("assistant", token);
       // Efficiently scroll into view without triggering multiple reflows
-      const messages = document.getElementById('messages');
-      messages.scrollTop = messages.scrollHeight;
+      // const messages = document.getElementById('messages');
+      // messages.scrollTop = messages.scrollHeight;
     };
 
     let buffer = "";
diff --git a/core/http/views/chat.html b/core/http/views/chat.html
index 71e9b8d6..59414fe4 100644
--- a/core/http/views/chat.html
+++ b/core/http/views/chat.html
@@ -4,7 +4,7 @@ Part of this page is based on the OpenAI Chatbot example by David Härer:
 https://github.com/david-haerer/chatapi
 
 MIT License Copyright (c) 2023 David Härer
-            Copyright (c) 2024 Ettore Di Giacinto
+            Copyright (c) 2024-2025 Ettore Di Giacinto
 
 Permission is hereby granted, free of charge, to any person obtaining a copy
 of this software and associated documentation files (the "Software"), to deal
@@ -29,205 +29,355 @@ SOFTWARE.
 <html lang="en">
   {{template "views/partials/head" .}}
   <script defer src="static/chat.js"></script>
-
-  <!-- Adjust layout classes to let the chat fill the viewport and be responsive -->
-  <body class="bg-slate-900 text-gray-100 flex flex-col h-screen" x-data="{ key: $store.chat.key }">
+  {{ $allGalleryConfigs:=.GalleryConfig }}
+  {{ $model:=.Model}}
+  <body class="bg-slate-900 text-gray-100 flex flex-col h-screen" x-data="{ key: $store.chat.key, sidebarOpen: true }">
     {{template "views/partials/navbar" .}}
 
-    <!-- Container fills available space (flex-1) and allows scrolling if needed -->
-    <div class="flex flex-col flex-1 overflow-hidden">
+    <!-- Main container with sidebar toggle -->
+    <div class="flex flex-1 overflow-hidden relative">
+      <!-- Sidebar -->
+      <div 
+        class="sidebar bg-gray-800 fixed top-16 bottom-0 left-0 w-64 transform transition-transform duration-300 ease-in-out z-30 border-r border-gray-700 overflow-y-auto"
+        :class="sidebarOpen ? 'translate-x-0' : '-translate-x-full'">
+        
+        <div class="p-4 flex justify-between items-center border-b border-gray-700">
+          <h2 class="text-lg font-semibold">Chat Settings</h2>
+          <button 
+            @click="sidebarOpen = false"
+            class="text-gray-400 hover:text-white focus:outline-none">
+            <i class="fa-solid fa-times"></i>
+          </button>
+        </div>
 
-      <!-- Header can stay at the top -->
-      <div class="border-b border-gray-700 p-4" x-data="{ component: 'menu' }">
-        <div class="flex items-center justify-between flex-wrap gap-2">
-          <h1 class="text-lg font-semibold flex items-center">
-            <i class="fa-solid fa-comments mr-2"></i>
-            Chat
-            {{ if .Model }} with {{.Model}} {{ end }}
-            <a class="ml-2" href="browse?term={{.Model}}">
-              <i class="fas fa-brain pr-2"></i>
-            </a>
-            <a href="https://localai.io/features/text-generation/" target="_blank">
-              <i class="fas fa-circle-info"></i>
-            </a>
-          </h1>
-          <div x-show="component === 'menu'" id="menu">
-            <button
-              @click="$store.chat.clear()"
-              id="clear"
-              title="Clear chat history"
-              data-twe-ripple-init
-              data-twe-ripple-color="light"
-              class="m-2 inline-block rounded bg-primary px-4 py-1 text-xs font-medium uppercase leading-normal text-white shadow-primary-3 transition duration-150 ease-in-out hover:bg-primary-accent-300 focus:bg-primary-accent-300 focus:outline-none"
+        <!-- Sidebar content -->
+        <div class="p-4 space-y-6">
+          <!-- Model selection - Fixed to properly select current model -->
+          <div class="space-y-2">
+            <label class="text-sm font-medium text-gray-300">Select Model</label>
+            <select
+              id="modelSelector"
+              class="w-full bg-gray-700 text-white border border-gray-600 focus:border-blue-500 focus:ring focus:ring-blue-500 focus:ring-opacity-50 rounded-md shadow-sm p-2 appearance-none"
+              onchange="window.location = this.value"
             >
-              Clear chat 🔥
-            </button>
-            <button
-              @click="component = 'key'"
-              title="Update API key"
-              class="m-2 inline-block rounded bg-primary px-4 py-1 text-xs font-medium uppercase leading-normal text-white shadow-primary-3 transition duration-150 ease-in-out hover:bg-primary-accent-300 focus:bg-primary-accent-300 focus:outline-none"
-            >
-              Set API Key🔑
-            </button>
-            <button
-              @click="component = 'system_prompt'"
-              title="System Prompt"
-              class="m-2 inline-block rounded bg-primary px-4 py-1 text-xs font-medium uppercase leading-normal text-white shadow-primary-3 transition duration-150 ease-in-out hover:bg-primary-accent-300 focus:bg-primary-accent-300 focus:outline-none"
-            >
-              Set system prompt
-            </button>
-          </div>
-          <!-- API Key form -->
-          <form x-show="component === 'key'" id="key" class="flex items-center gap-2">
-            <input
-              type="password"
-              id="apiKey"
-              name="apiKey"
-              class="bg-gray-800 text-white border border-gray-600 focus:border-blue-500 focus:ring focus:ring-blue-500 focus:ring-opacity-50 rounded-md shadow-sm p-2 appearance-none"
-              placeholder="OpenAI API Key"
-              x-model.lazy="key"
-            />
-            <button
-              @click="component = 'menu'"
-              type="submit"
-              title="Save API key"
-              class="text-white"
-            >
-              <i class="fa-solid fa-arrow-right"></i>
-            </button>
-          </form>
-          <!-- System Prompt form -->
-          <form x-show="component === 'system_prompt'" id="system_prompt" class="flex flex-col gap-2 mt-2">
-            <textarea
-              type="text"
-              id="systemPrompt"
-              name="systemPrompt"
-              class="bg-gray-800 text-white border border-gray-600 focus:border-blue-500 focus:ring focus:ring-blue-500 focus:ring-opacity-50 rounded-md shadow-sm p-2 appearance-none"
-              placeholder="System prompt"
-              x-model.lazy="system_prompt"
-            ></textarea>
-            <button
-              @click="component = 'menu'"
-              type="submit"
-              title="Save Prompt"
-              class="self-end text-white"
-            >
-              <i class="fa-solid fa-arrow-right"></i>
-            </button>
-          </form>
-
-          <!-- Model selection -->
-          <select
-            x-data="{ link : '' }"
-            x-model="link"
-            x-init="$watch('link', value => window.location = link)"
-            class="bg-gray-800 text-white border border-gray-600 focus:border-blue-500 focus:ring focus:ring-blue-500 focus:ring-opacity-50 rounded-md shadow-sm p-2 appearance-none"
-          >
-            <option value="" disabled class="text-gray-400">Select a model</option>
-            {{ $model:=.Model}}
-            {{ range .ModelsConfig }}
-              {{ $cfg := . }}
-              {{ range .KnownUsecaseStrings }}
-                {{ if eq . "FLAG_CHAT" }}
-                  <option
-                    value="chat/{{$cfg.Name}}"
-                    {{ if eq $cfg.Name $model }} selected {{end}}
-                    class="bg-gray-700 text-white"
-                  >
-                    {{$cfg.Name}}
-                  </option>
+              <option value="" disabled class="text-gray-400">Select a model</option>
+             
+              {{ range .ModelsConfig }}
+                {{ $cfg := . }}
+                {{ range .KnownUsecaseStrings }}
+                  {{ if eq . "FLAG_CHAT" }}
+                    <option
+                      value="chat/{{$cfg.Name}}"
+                      {{ if eq $cfg.Name $model }} selected {{end}}
+                      class="bg-gray-700 text-white"
+                    >
+                      {{$cfg.Name}}
+                    </option>
+                  {{ end }}
                 {{ end }}
               {{ end }}
-            {{ end }}
-            {{ range .ModelsWithoutConfig }}
-              <option
-                value="chat/{{.}}"
-                {{ if eq . $model }} selected {{ end }}
-                class="bg-gray-700 text-white"
-              >
-                {{.}}
-              </option>
-            {{end}}
-          </select>
-        </div>
-      </div>
+              {{ range .ModelsWithoutConfig }}
+                <option
+                  value="chat/{{.}}"
+                  {{ if eq . $model }} selected {{ end }}
+                  class="bg-gray-700 text-white"
+                >
+                  {{.}}
+                </option>
+              {{end}}
+            </select>
+          </div>
 
-      <!-- Main chat area (flex-1 for expansion) -->
-      <div class="flex-1 p-4 overflow-auto" id="chat" x-data="{history: $store.chat.history}">
-        <p id="usage" x-show="history.length === 0" class="text-gray-300">
-          Start chatting with the AI by typing a prompt in the input field below and pressing Enter.
-          For models that support images, you can upload an image by clicking the paperclip
-          <i class="fa-solid fa-paperclip"></i> icon.
-        </p>
-        <div id="messages">
-          <template x-for="message in history">
-            <div class="message flex items-start space-x-2 my-2">
-              <i
-                class="fa-solid h-8 w-8"
-                :class="message.role === 'user' ? 'fa-user' : 'fa-robot'"
-              ></i>
-              <div class="flex flex-col flex-1">
-                <span
-                  class="text-xs font-semibold text-gray-400"
-                  x-text="message.role === 'user' ? 'User' : 'Assistant ({{.Model}})'"
-                ></span>
-                <template x-if="message.role === 'user'">
-                  <div class="p-2 flex-1 rounded bg-gray-700 text-white" x-html="message.html"></div>
-                </template>
-                <template x-if="message.role === 'assistant'">
-                  <div class="p-2 flex-1 rounded bg-gray-700 text-white" x-html="message.html"></div>
-                </template>
-                <template x-if="message.image">
-                  <img :src="message.image" alt="Image" class="rounded-lg mt-2 max-w-xs">
-                </template>
-              </div>
+          {{ if $model }}
+          {{ $galleryConfig:= index $allGalleryConfigs $model}}
+          {{ if $galleryConfig }}
+          <!-- Model info -->
+          <div class="space-y-2">
+            <div class="flex items-center">
+              <img src="{{$galleryConfig.Icon}}" class="rounded-lg w-8 h-8 mr-2">
+              <h3 class="text-md font-medium">{{ $model }}</h3>
             </div>
-          </template>
-        </div>
-      </div>
-
-      <!-- Chat Input -->
-      <div class="p-4 border-t border-gray-700" x-data="{ inputValue: '', shiftPressed: false, fileName: '' }">
-        <div id="loader" class="my-2 loader" style="display: none;"></div>
-        <input id="chat-model" type="hidden" value="{{.Model}}">
-        <input
-          id="input_image"
-          type="file"
-          style="display: none;"
-          @change="fileName = $event.target.files[0].name"
-        />
-        <form id="prompt" action="chat/{{.Model}}" method="get" @submit.prevent="submitPrompt">
-          <div class="relative w-full">
-            <textarea
-              id="input"
-              name="input"
-              x-model="inputValue"
-              placeholder="Send a message..."
-              class="p-2 pr-16 border rounded w-full bg-gray-600 text-gray-100 placeholder-gray-300 focus:outline-none resize-none"
-              required
-              @keydown.shift="shiftPressed = true"
-              @keyup.shift="shiftPressed = false"
-              @keydown.enter="if (!shiftPressed) { submitPrompt($event); }"
-              rows="3"
-            ></textarea>
-            <span x-text="fileName" id="fileName" class="absolute right-16 top-3 text-gray-300 text-sm mr-2"></span>
-            <button
-              type="button"
-              onclick="document.getElementById('input_image').click()"
-              class="fa-solid fa-paperclip text-gray-300 absolute right-10 top-3 text-lg p-2 hover:text-gray-100"
-              title="Attach an image"
-            ></button>
-            <button
-              type="submit"
-              class="absolute right-2 top-3 text-lg p-2 text-gray-300 hover:text-gray-100"
-              title="Send message"
-            >
-              <i class="fa-solid fa-circle-up"></i>
+            <button data-twe-ripple-init data-twe-ripple-color="light" class="w-full text-left flex items-center px-3 py-2 text-xs rounded text-white bg-gray-700 hover:bg-gray-600 transition-colors" data-modal-target="model-info-modal" data-modal-toggle="model-info-modal">
+              <i class="fas fa-info-circle mr-2"></i>
+              Model Information
             </button>
           </div>
-        </form>
+          {{ end }}
+          {{ end }}
+
+          <div x-data="{ activeTab: 'actions' }" class="space-y-4">
+            <!-- Tab navigation -->
+            <div class="flex border-b border-gray-700">
+              <button 
+                @click="activeTab = 'actions'" 
+                :class="activeTab === 'actions' ? 'border-b-2 border-blue-500 text-white' : 'text-gray-400 hover:text-white'"
+                class="py-2 px-4 text-sm font-medium">
+                Actions
+              </button>
+              <button 
+                @click="activeTab = 'settings'" 
+                :class="activeTab === 'settings' ? 'border-b-2 border-blue-500 text-white' : 'text-gray-400 hover:text-white'"
+                class="py-2 px-4 text-sm font-medium">
+                Settings
+              </button>
+            </div>
+
+            <!-- Actions tab -->
+            <div x-show="activeTab === 'actions'" class="space-y-3">
+              <button
+                @click="$store.chat.clear()"
+                id="clear"
+                title="Clear chat history"
+                class="w-full flex items-center px-3 py-2 text-sm rounded text-white bg-gray-700 hover:bg-gray-600 transition-colors"
+              >
+                <i class="fa-solid fa-trash-can mr-2"></i> Clear chat
+              </button>
+              
+              <a 
+                href="https://localai.io/features/text-generation/" 
+                target="_blank"
+                class="w-full flex items-center px-3 py-2 text-sm rounded text-white bg-gray-700 hover:bg-gray-600 transition-colors"
+              >
+                <i class="fas fa-book mr-2"></i> Documentation
+              </a>
+              
+              <a 
+                href="browse?term={{.Model}}" 
+                class="w-full flex items-center px-3 py-2 text-sm rounded text-white bg-gray-700 hover:bg-gray-600 transition-colors"
+              >
+                <i class="fas fa-brain mr-2"></i> Browse Model
+              </a>
+            </div>
+
+            <!-- Settings tab -->
+            <div x-show="activeTab === 'settings'" x-data="{ showKeyForm: false, showPromptForm: false }" class="space-y-3">
+              <button 
+                @click="showKeyForm = !showKeyForm; showPromptForm = false" 
+                class="w-full flex items-center justify-between px-3 py-2 text-sm rounded text-white bg-gray-700 hover:bg-gray-600 transition-colors"
+              >
+                <span><i class="fa-solid fa-key mr-2"></i> API Key</span>
+                <i :class="showKeyForm ? 'fa-chevron-up' : 'fa-chevron-down'" class="fa-solid"></i>
+              </button>
+              
+              <div x-show="showKeyForm" class="p-3 bg-gray-700 rounded">
+                <form id="key" class="flex flex-col space-y-2">
+                  <input
+                    type="password"
+                    id="apiKey"
+                    name="apiKey"
+                    class="bg-gray-800 text-white border border-gray-600 focus:border-blue-500 focus:ring focus:ring-blue-500 focus:ring-opacity-50 rounded-md shadow-sm p-2 appearance-none"
+                    placeholder="OpenAI API Key"
+                    x-model.lazy="key"
+                  />
+                  <button
+                    type="submit"
+                    class="px-3 py-2 text-sm rounded text-white bg-blue-600 hover:bg-blue-700 transition-colors"
+                  >
+                    Save API Key
+                  </button>
+                </form>
+              </div>
+
+              <button 
+                @click="showPromptForm = !showPromptForm; showKeyForm = false" 
+                class="w-full flex items-center justify-between px-3 py-2 text-sm rounded text-white bg-gray-700 hover:bg-gray-600 transition-colors"
+              >
+                <span><i class="fa-solid fa-message mr-2"></i> System Prompt</span>
+                <i :class="showPromptForm ? 'fa-chevron-up' : 'fa-chevron-down'" class="fa-solid"></i>
+              </button>
+              
+              <div x-show="showPromptForm" class="p-3 bg-gray-700 rounded">
+                <form id="system_prompt" class="flex flex-col space-y-2">
+                  <textarea
+                    type="text"
+                    id="systemPrompt"
+                    name="systemPrompt"
+                    class="bg-gray-800 text-white border border-gray-600 focus:border-blue-500 focus:ring focus:ring-blue-500 focus:ring-opacity-50 rounded-md shadow-sm p-2 appearance-none min-h-24"
+                    placeholder="System prompt"
+                    x-model.lazy="$store.chat.systemPrompt"
+                  ></textarea>
+                  <button
+                    type="submit"
+                    class="px-3 py-2 text-sm rounded text-white bg-blue-600 hover:bg-blue-700 transition-colors"
+                  >
+                    Save System Prompt
+                  </button>
+                </form>
+              </div>
+            </div>
+          </div>
+        </div>
+      </div>
+
+      <!-- Main chat container (shifts with sidebar) -->
+      <div 
+        class="flex-1 flex flex-col transition-all duration-300 ease-in-out"
+        :class="sidebarOpen ? 'ml-64' : 'ml-0'">
+        
+        <!-- Chat header with toggle button -->
+        <div class="border-b border-gray-700 p-4 flex items-center">
+          <!-- Sidebar toggle button moved to be the first element in the header and with clear styling -->
+          <button 
+            @click="sidebarOpen = !sidebarOpen" 
+            class="mr-4 text-gray-300 hover:text-white focus:outline-none bg-gray-800 hover:bg-gray-700 p-2 rounded"
+            style="min-width: 36px;"
+            title="Toggle settings">
+            <i class="fa-solid" :class="sidebarOpen ? 'fa-times' : 'fa-bars'"></i>
+          </button>
+          
+          <div class="flex items-center">
+            <i class="fa-solid fa-comments mr-2"></i>
+            {{ if $model }}
+            {{ $galleryConfig:= index $allGalleryConfigs $model}}
+            <img src="{{$galleryConfig.Icon}}" class="rounded-lg w-8 h-8 mr-2">
+            {{ end }}
+            <h1 class="text-lg font-semibold">
+              Chat {{ if .Model }} with {{.Model}} {{ end }}
+            </h1>
+          </div>
+        </div>
+
+        <!-- Chat messages area -->
+        <div class="flex-1 p-4 overflow-auto" id="chat" x-data="{history: $store.chat.history}">
+          <p id="usage" x-show="history.length === 0" class="text-gray-300">
+            Start chatting with the AI by typing a prompt in the input field below and pressing Enter.
+            For models that support images, you can upload an image by clicking the paperclip
+            <i class="fa-solid fa-paperclip"></i> icon.
+          </p>
+          <div id="messages" class="max-w-3xl mx-auto">
+            <template x-for="message in history">
+              <div :class="message.role === 'user' ? 'flex items-start space-x-2 my-2 justify-end' : 'flex items-start space-x-2 my-2'">
+                {{ if .Model }}
+                {{ $galleryConfig:= index $allGalleryConfigs .Model}}
+                <template x-if="message.role === 'user'">
+                  <div class="flex items-center space-x-2">
+                    <div class="flex flex-col flex-1 items-end">
+                      <span class="text-xs font-semibold text-gray-400">You</span>
+                      <div class="p-2 flex-1 rounded bg-gray-700 text-white" x-html="message.html"></div>
+                      <template x-if="message.image">
+                        <img :src="message.image" alt="Image" class="rounded-lg mt-2 max-w-xs">
+                      </template>
+                    </div>
+                  </div>
+                </template>
+                <template x-if="message.role != 'user'">
+                  <div class="flex items-center space-x-2">
+                    <img src="{{$galleryConfig.Icon}}" class="rounded-lg mt-2 max-w-8 max-h-8">
+                    <div class="flex flex-col flex-1">
+                      <span class="text-xs font-semibold text-gray-400">{{if .Model}}{{.Model}}{{else}}Assistant{{end}}</span>
+                      <div class="flex-1 text-white flex items-center space-x-2">
+                        <div x-html="message.html"></div>
+                        <button @click="copyToClipboard(message.html)" title="Copy to clipboard" class="text-gray-400 hover:text-gray-100">
+                          <i class="fa-solid fa-copy"></i>
+                        </button>
+                      </div>
+                      <template x-if="message.image">
+                        <img :src="message.image" alt="Image" class="rounded-lg mt-2 max-w-xs">
+                      </template>
+                    </div>
+                  </div>
+                </template>
+                {{ else }}
+                <i
+                  class="fa-solid h-8 w-8"
+                  :class="message.role === 'user' ? 'fa-user' : 'fa-robot'"
+                ></i>
+                {{ end }}
+              </div>
+            </template>
+          </div>
+        </div>
+
+
+        <!-- Chat Input -->
+        <div class="p-4 border-t border-gray-700" x-data="{ inputValue: '', shiftPressed: false, fileName: '' }">
+          <div id="loader" class="my-2 loader" style="display: none;"></div>
+          <input id="chat-model" type="hidden" value="{{.Model}}">
+          <input
+            id="input_image"
+            type="file"
+            style="display: none;"
+            @change="fileName = $event.target.files[0].name"
+          />
+          <form id="prompt" action="chat/{{.Model}}" method="get" @submit.prevent="submitPrompt" class="max-w-3xl mx-auto">
+            <div class="relative w-full bg-gray-800 rounded-xl shadow-md">
+              <textarea
+                id="input"
+                name="input"
+                x-model="inputValue"
+                placeholder="Send a message..."
+                class="p-4 pr-16 w-full bg-gray-800 text-gray-100 placeholder-gray-400 focus:outline-none resize-none border-0 rounded-xl transition-colors duration-200"
+                required
+                @keydown.shift="shiftPressed = true"
+                @keyup.shift="shiftPressed = false"
+                @keydown.enter="if (!shiftPressed) { submitPrompt($event); }"
+                rows="3"
+                style="box-shadow: 0 0 0 1px rgba(75, 85, 99, 0.4) inset;"
+              ></textarea>
+              <span x-text="fileName" id="fileName" class="absolute right-16 top-4 text-gray-400 text-sm mr-2"></span>
+              <button
+                type="button"
+                onclick="document.getElementById('input_image').click()"
+                class="fa-solid fa-paperclip text-gray-400 absolute right-12 top-4 text-lg p-2 hover:text-blue-400 transition-colors duration-200"
+                title="Attach an image"
+              ></button>
+              <button
+                type="submit"
+                class="absolute right-3 top-4 text-lg p-2 text-gray-400 hover:text-blue-400 transition-colors duration-200"
+                title="Send message"
+              >
+                <i class="fa-solid fa-paper-plane"></i>
+              </button>
+            </div>
+          </form>
+        </div>
       </div>
     </div>
+    
+    <!-- Modal moved outside of sidebar to appear in center of page -->
+    {{ if $model }}
+    {{ $galleryConfig:= index $allGalleryConfigs $model}}
+    {{ if $galleryConfig }}
+    <div id="model-info-modal" tabindex="-1" aria-hidden="true" class="hidden overflow-y-auto overflow-x-hidden fixed top-0 right-0 left-0 z-50 flex justify-center items-center w-full md:inset-0 h-[calc(100%-1rem)] max-h-full">
+      <div class="relative p-4 w-full max-w-2xl max-h-full">
+        <div class="relative p-4 w-full max-w-2xl max-h-full bg-white rounded-lg shadow dark:bg-gray-700">
+          <!-- Header -->
+          <div class="flex items-center justify-between p-4 md:p-5 border-b rounded-t dark:border-gray-600">
+            <h3 class="text-xl font-semibold text-gray-900 dark:text-white">{{ $model }}</h3>
+            <button class="text-gray-400 bg-transparent hover:bg-gray-200 hover:text-gray-900 rounded-lg text-sm w-8 h-8 ms-auto inline-flex justify-center items-center dark:hover:bg-gray-600 dark:hover:text-white" data-modal-hide="model-info-modal">
+              <svg class="w-3 h-3" aria-hidden="true" xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 14 14">
+                <path stroke="currentColor" stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="m1 1 6 6m0 0 6 6M7 7l6-6M7 7l-6 6"/>
+              </svg>
+              <span class="sr-only">Close modal</span>
+            </button>
+          </div>
+                  
+          <!-- Body -->
+          <div class="p-4 md:p-5 space-y-4">
+            <div class="flex justify-center items-center">
+              <img class="lazy rounded-t-lg max-h-48 max-w-96 object-cover mt-3 entered loaded" src="{{$galleryConfig.Icon}}" loading="lazy"/>
+            </div>
+            <p class="text-base leading-relaxed text-gray-500 dark:text-gray-400">{{ $galleryConfig.Description }}</p>
+            <hr>
+            <p class="text-sm font-semibold text-gray-900 dark:text-white">Links</p>
+            <ul>
+              {{range $galleryConfig.URLs}}
+              <li><a href="{{ . }}" target="_blank">{{ . }}</a></li>
+              {{end}}
+            </ul>                   
+          </div>
+                  
+          <!-- Footer -->
+          <div class="flex items-center p-4 md:p-5 border-t border-gray-200 rounded-b dark:border-gray-600">
+            <button data-modal-hide="model-info-modal" class="py-2.5 px-5 ms-3 text-sm font-medium text-gray-900 focus:outline-none bg-white rounded-lg border border-gray-200 hover:bg-gray-100 hover:text-blue-700 focus:z-10 focus:ring-4 focus:ring-gray-100 dark:focus:ring-gray-700 dark:bg-gray-800 dark:text-gray-400 dark:border-gray-600 dark:hover:text-white dark:hover:bg-gray-700">
+              Close
+            </button>
+          </div>
+        </div>
+      </div>
+    </div>
+    {{ end }}
+    {{ end }}
 
     <!-- Alpine store initialization -->
     <script>
@@ -235,6 +385,7 @@ SOFTWARE.
         Alpine.store("chat", {
           history: [],
           languages: [undefined],
+          systemPrompt: "",
           clear() {
             this.history.length = 0;
           },
@@ -253,6 +404,7 @@ SOFTWARE.
               });
               this.history.push({ role, content, html: c, image });
             }
+            document.getElementById('messages').scrollIntoView(false);
             const parser = new DOMParser();
             const html = parser.parseFromString(
               this.history[this.history.length - 1].html,
@@ -277,6 +429,18 @@ SOFTWARE.
             }));
           },
         });
+
+        window.copyToClipboard = (content) => {
+          const tempElement = document.createElement('div');
+          tempElement.innerHTML = content;
+          const text = tempElement.textContent || tempElement.innerText;
+
+          navigator.clipboard.writeText(text).then(() => {
+            alert('Copied to clipboard!');
+          }).catch(err => {
+            console.error('Failed to copy: ', err);
+          });
+        };
       });
     </script>
   </body>
diff --git a/core/http/views/models.html b/core/http/views/models.html
index 9d1e8578..c3910bdc 100644
--- a/core/http/views/models.html
+++ b/core/http/views/models.html
@@ -6,6 +6,7 @@
 <div class="flex flex-col min-h-screen">
    
     {{template "views/partials/navbar" .}}
+    {{ $numModelsPerPage := 21 }}
     <div class="container mx-auto px-4 flex-grow">
 
         <div class="models mt-12">
@@ -20,38 +21,45 @@
                     class="text-white-500 inline-block bg-blue-200 rounded-full px-3 py-1 text-sm font-semibold text-gray-700 mr-2 mb-2 hover:bg-gray-300 hover:shadow-gray-2"
                     hx-target="#search-results" 
                     hx-vals='{"search": "tts"}'
-                hx-indicator=".htmx-indicator" >TTS</button> 
+                    onclick="hidePagination()"
+                    hx-indicator=".htmx-indicator" >TTS</button> 
                 <button  hx-post="browse/search/models" 
                     class="text-white-500 inline-block bg-blue-200 rounded-full px-3 py-1 text-sm font-semibold text-gray-700 mr-2 mb-2 hover:bg-gray-300 hover:shadow-gray-2"
                     hx-target="#search-results" 
                     hx-vals='{"search": "stablediffusion"}'
-                hx-indicator=".htmx-indicator" >Image generation</button> 
+                    onclick="hidePagination()"
+                    hx-indicator=".htmx-indicator" >Image generation</button> 
                 <button  hx-post="browse/search/models" \
                     class="text-white-500 inline-block bg-blue-200 rounded-full px-3 py-1 text-sm font-semibold text-gray-700 mr-2 mb-2 hover:bg-gray-300 hover:shadow-gray-2"
                     hx-target="#search-results" 
                     hx-vals='{"search": "llm"}'
-                hx-indicator=".htmx-indicator" >Text generation</button> 
+                    onclick="hidePagination()"
+                    hx-indicator=".htmx-indicator" >Text generation</button> 
                 <button  hx-post="browse/search/models" 
                     class="text-white-500 inline-block bg-blue-200 rounded-full px-3 py-1 text-sm font-semibold text-gray-700 mr-2 mb-2 hover:bg-gray-300 hover:shadow-gray-2"
                     hx-target="#search-results" 
                     hx-vals='{"search": "multimodal"}'
-                hx-indicator=".htmx-indicator" >Multimodal</button> 
+                    onclick="hidePagination()"
+                    hx-indicator=".htmx-indicator" >Multimodal</button> 
                 <button  hx-post="browse/search/models" 
                     class="text-white-500 inline-block bg-blue-200 rounded-full px-3 py-1 text-sm font-semibold text-gray-700 mr-2 mb-2 hover:bg-gray-300 hover:shadow-gray-2"
                     hx-target="#search-results" 
                     hx-vals='{"search": "embedding"}'
-                hx-indicator=".htmx-indicator" >Embeddings</button>
+                    onclick="hidePagination()"
+                    hx-indicator=".htmx-indicator" >Embeddings</button>
                 <button  hx-post="browse/search/models"
                     class="text-white-500 inline-block bg-blue-200 rounded-full px-3 py-1 text-sm font-semibold text-gray-700 mr-2 mb-2 hover:bg-gray-300 hover:shadow-gray-2"
                     hx-target="#search-results" 
                     hx-vals='{"search": "rerank"}'
-                hx-indicator=".htmx-indicator" >Rerankers</button> 
+                    onclick="hidePagination()"
+                    hx-indicator=".htmx-indicator" >Rerankers</button> 
                 <button  
                     hx-post="browse/search/models"
                     class="text-white-500 inline-block bg-blue-200 rounded-full px-3 py-1 text-sm font-semibold text-gray-700 mr-2 mb-2 hover:bg-gray-300 hover:shadow-gray-2"
                     hx-target="#search-results" 
                     hx-vals='{"search": "whisper"}'
-                hx-indicator=".htmx-indicator" >Audio transcription</button> 
+                    onclick="hidePagination()"
+                    hx-indicator=".htmx-indicator" >Audio transcription</button> 
             </div>
 
             <div class="text-center text-xs font-semibold text-gray-100">
@@ -59,6 +67,7 @@
                 {{ range .AllTags }}
                     <button  hx-post="browse/search/models" class="text-blue-500" hx-target="#search-results" 
                     hx-vals='{"search": "{{.}}"}'
+                    onclick="hidePagination()"
                     hx-indicator=".htmx-indicator" >{{.}}</button> 
                 {{ end }}
             </div>
@@ -71,17 +80,21 @@
                 name="search" placeholder="Begin Typing To Search models..." 
                 hx-post="browse/search/models" 
                 hx-trigger="input changed delay:500ms, search" 
-                hx-target="#search-results" 
+                hx-target="#search-results"
+                oninput="hidePagination()"
+                onchange="hidePagination()"
+                onsearch="hidePagination()"
                 hx-indicator=".htmx-indicator">
 
             <div id="search-results">{{.Models}}</div>
+            {{ if gt .AvailableModels $numModelsPerPage }}
             <!-- Pagination -->
-            <div class="flex justify-center mt-5">
+            <div id="paginate" class="flex justify-center mt-5">
                 <div class="flex items
                 -center">
-                    <button onclick="window.location.href='browse?page={{.PrevPage}}'" class="bg-gray-800 text-gray-300 hover:bg-gray-700 hover:text-gray-200 px-3 py-1 rounded-l-md" {{if not .PrevPage}}disabled{{end}}
+                    <button onclick="window.location.href='browse?page={{.PrevPage}}'" class="bg-gray-800 text-gray-300 hover:bg-gray-700 hover:text-gray-200 px-3 py-1 rounded-l-md {{if not .PrevPage}}invisible{{end}}" 
                     ><i class="fas fa-arrow-left"></i></button>
-                    <button onclick="window.location.href='browse?page={{.NextPage}}'" class="bg-gray-800 text-gray-300 hover:bg-gray-700 hover:text-gray-200 px-3 py-1 rounded-r-md" {{if not .NextPage}}disabled{{end}}
+                    <button onclick="window.location.href='browse?page={{.NextPage}}'" class="bg-gray-800 text-gray-300 hover:bg-gray-700 hover:text-gray-200 px-3 py-1 rounded-r-md {{if not .NextPage}}invisible{{end}}"
                     ><i class="fas fa-arrow-right"></i></button>
                     <!-- 
                     TODO: do not refresh the page, but use htmx.
@@ -103,11 +116,29 @@
                     <i class="fas fa-arrow-right"></i>
                     </button>
                     -->
+                </div>
             </div>
+            {{ end }}
         </div>
     </div>
     {{template "views/partials/footer" .}}
 </div>
 
+<script>
+    function hidePagination() {
+        const paginateDiv = document.getElementById('paginate');
+        if (paginateDiv) {
+            paginateDiv.style.display = 'none';
+        }
+    }
+
+    // Listen for the htmx:afterSwap event to handle cases when the search results are updated
+    document.body.addEventListener('htmx:afterSwap', function(event) {
+        if (event.detail.target.id === 'search-results') {
+            hidePagination();
+        }
+    });
+</script>
+
 </body>
-</html>
+</html>
\ No newline at end of file

From 054860539a0f343f8e5a0a0f039a4981a3b6a8cd Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Wed, 26 Feb 2025 23:43:49 +0100
Subject: [PATCH 263/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `a800ae46da2ed7dac236aa6bf2b595da6b6294b5` (#4911)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 0e8b3753..412e93f9 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=d7cfe1ffe0f435d0048a6058d529daf76e072d9c
+CPPLLAMA_VERSION?=a800ae46da2ed7dac236aa6bf2b595da6b6294b5
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 1461fd877752ecbd65f4f45a98ffa4c18d4aea94 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 27 Feb 2025 10:02:44 +0100
Subject: [PATCH 264/679] chore(model gallery): add
 locutusque_thespis-llama-3.1-8b (#4912)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 200449c0..6d1c991f 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -6188,6 +6188,20 @@
     - filename: l3.1-8b-rp-ink-q4_k_m.gguf
       sha256: 0e8d44a92153cda0c6a5d6b0d9af44d4806104b39d3232f9097cfcc384a78152
       uri: huggingface://Triangle104/L3.1-8b-RP-Ink-Q4_K_M-GGUF/l3.1-8b-rp-ink-q4_k_m.gguf
+- !!merge <<: *llama31
+  name: "locutusque_thespis-llama-3.1-8b"
+  urls:
+    - https://huggingface.co/Locutusque/Thespis-Llama-3.1-8B
+    - https://huggingface.co/bartowski/Locutusque_Thespis-Llama-3.1-8B-GGUF
+  description: |
+    The Thespis family of language models is designed to enhance roleplaying performance through reasoning inspired by the Theory of Mind. Thespis-Llama-3.1-8B is a fine-tuned version of an abliterated Llama-3.1-8B model, optimized using Group Relative Policy Optimization (GRPO). The model is specifically rewarded for minimizing "slop" and repetition in its outputs, aiming to produce coherent and engaging text that maintains character consistency and avoids low-quality responses. This version represents an initial release; future iterations will incorporate a more rigorous fine-tuning process.
+  overrides:
+    parameters:
+      model: Locutusque_Thespis-Llama-3.1-8B-Q4_K_M.gguf
+  files:
+    - filename: Locutusque_Thespis-Llama-3.1-8B-Q4_K_M.gguf
+      sha256: 94138f3774f496e28c2e76bb6df7a073c6087f8c074216a24b3cbcdc58ec7853
+      uri: huggingface://bartowski/Locutusque_Thespis-Llama-3.1-8B-GGUF/Locutusque_Thespis-Llama-3.1-8B-Q4_K_M.gguf
 - &deepseek
   url: "github:mudler/LocalAI/gallery/deepseek.yaml@master" ## Deepseek
   name: "deepseek-coder-v2-lite-instruct"

From 3bf2e9d065d5b155b0255453935ebafbc6cbf2e9 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 27 Feb 2025 10:52:19 +0100
Subject: [PATCH 265/679] fix(ui): not all models have an Icon (#4913)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 core/http/views/chat.html | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/core/http/views/chat.html b/core/http/views/chat.html
index 59414fe4..b9a40687 100644
--- a/core/http/views/chat.html
+++ b/core/http/views/chat.html
@@ -94,7 +94,7 @@ SOFTWARE.
           <!-- Model info -->
           <div class="space-y-2">
             <div class="flex items-center">
-              <img src="{{$galleryConfig.Icon}}" class="rounded-lg w-8 h-8 mr-2">
+              {{ if $galleryConfig.Icon }}<img src="{{$galleryConfig.Icon}}" class="rounded-lg w-8 h-8 mr-2">{{end}}
               <h3 class="text-md font-medium">{{ $model }}</h3>
             </div>
             <button data-twe-ripple-init data-twe-ripple-color="light" class="w-full text-left flex items-center px-3 py-2 text-xs rounded text-white bg-gray-700 hover:bg-gray-600 transition-colors" data-modal-target="model-info-modal" data-modal-toggle="model-info-modal">
@@ -229,7 +229,7 @@ SOFTWARE.
             <i class="fa-solid fa-comments mr-2"></i>
             {{ if $model }}
             {{ $galleryConfig:= index $allGalleryConfigs $model}}
-            <img src="{{$galleryConfig.Icon}}" class="rounded-lg w-8 h-8 mr-2">
+            {{ if $galleryConfig.Icon }}<img src="{{$galleryConfig.Icon}}" class="rounded-lg w-8 h-8 mr-2">{{end}}
             {{ end }}
             <h1 class="text-lg font-semibold">
               Chat {{ if .Model }} with {{.Model}} {{ end }}
@@ -262,7 +262,7 @@ SOFTWARE.
                 </template>
                 <template x-if="message.role != 'user'">
                   <div class="flex items-center space-x-2">
-                    <img src="{{$galleryConfig.Icon}}" class="rounded-lg mt-2 max-w-8 max-h-8">
+                    {{ if $galleryConfig.Icon }}<img src="{{$galleryConfig.Icon}}" class="rounded-lg mt-2 max-w-8 max-h-8">{{end}}
                     <div class="flex flex-col flex-1">
                       <span class="text-xs font-semibold text-gray-400">{{if .Model}}{{.Model}}{{else}}Assistant{{end}}</span>
                       <div class="flex-1 text-white flex items-center space-x-2">
@@ -355,7 +355,7 @@ SOFTWARE.
           <!-- Body -->
           <div class="p-4 md:p-5 space-y-4">
             <div class="flex justify-center items-center">
-              <img class="lazy rounded-t-lg max-h-48 max-w-96 object-cover mt-3 entered loaded" src="{{$galleryConfig.Icon}}" loading="lazy"/>
+              {{ if $galleryConfig.Icon }}<img class="lazy rounded-t-lg max-h-48 max-w-96 object-cover mt-3 entered loaded" src="{{$galleryConfig.Icon}}" loading="lazy"/>{{end}}
             </div>
             <p class="text-base leading-relaxed text-gray-500 dark:text-gray-400">{{ $galleryConfig.Description }}</p>
             <hr>

From bbbb28e3ca86eb7793a75351b924df319329c813 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 27 Feb 2025 15:51:12 +0100
Subject: [PATCH 266/679] fix(models): unify usecases identifications (#4914)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 core/config/backend_config.go | 23 +++++++++++++----------
 1 file changed, 13 insertions(+), 10 deletions(-)

diff --git a/core/config/backend_config.go b/core/config/backend_config.go
index ee87af30..1da58c9d 100644
--- a/core/config/backend_config.go
+++ b/core/config/backend_config.go
@@ -222,7 +222,15 @@ func (c *BackendConfig) UnmarshalYAML(value *yaml.Node) error {
 		return err
 	}
 	*c = BackendConfig(aux)
+
 	c.KnownUsecases = GetUsecasesFromYAML(c.KnownUsecaseStrings)
+	// Make sure the usecases are valid, we rewrite with what we identified
+	c.KnownUsecaseStrings = []string{}
+	for k, usecase := range GetAllBackendConfigUsecases() {
+		if c.HasUsecases(usecase) {
+			c.KnownUsecaseStrings = append(c.KnownUsecaseStrings, k)
+		}
+	}
 	return nil
 }
 
@@ -410,15 +418,6 @@ func (cfg *BackendConfig) SetDefaults(opts ...ConfigLoaderOption) {
 		cfg.Debug = &trueV
 	}
 
-	if len(cfg.KnownUsecaseStrings) == 0 {
-		// Infer use case if not provided
-		for k, usecase := range GetAllBackendConfigUsecases() {
-			if cfg.HasUsecases(usecase) {
-				cfg.KnownUsecaseStrings = append(cfg.KnownUsecaseStrings, k)
-			}
-		}
-	}
-
 	guessDefaultsFromFile(cfg, lo.modelPath)
 }
 
@@ -491,6 +490,10 @@ func GetAllBackendConfigUsecases() map[string]BackendConfigUsecases {
 	}
 }
 
+func stringToFlag(s string) string {
+	return "FLAG_" + strings.ToUpper(s)
+}
+
 func GetUsecasesFromYAML(input []string) *BackendConfigUsecases {
 	if len(input) == 0 {
 		return nil
@@ -498,7 +501,7 @@ func GetUsecasesFromYAML(input []string) *BackendConfigUsecases {
 	result := FLAG_ANY
 	flags := GetAllBackendConfigUsecases()
 	for _, str := range input {
-		flag, exists := flags["FLAG_"+strings.ToUpper(str)]
+		flag, exists := flags[stringToFlag(str)]
 		if exists {
 			result |= flag
 		}

From 6d0712fa6dadc9d6ef8349cdac72e55380de0a85 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 27 Feb 2025 19:12:41 +0100
Subject: [PATCH 267/679] fix(ui): not all models comes from gallery (#4915)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 core/http/views/chat.html | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/core/http/views/chat.html b/core/http/views/chat.html
index b9a40687..3486e101 100644
--- a/core/http/views/chat.html
+++ b/core/http/views/chat.html
@@ -229,8 +229,10 @@ SOFTWARE.
             <i class="fa-solid fa-comments mr-2"></i>
             {{ if $model }}
             {{ $galleryConfig:= index $allGalleryConfigs $model}}
+            {{ if $galleryConfig }}
             {{ if $galleryConfig.Icon }}<img src="{{$galleryConfig.Icon}}" class="rounded-lg w-8 h-8 mr-2">{{end}}
             {{ end }}
+            {{ end }}
             <h1 class="text-lg font-semibold">
               Chat {{ if .Model }} with {{.Model}} {{ end }}
             </h1>
@@ -262,7 +264,9 @@ SOFTWARE.
                 </template>
                 <template x-if="message.role != 'user'">
                   <div class="flex items-center space-x-2">
+                    {{ if $galleryConfig }}
                     {{ if $galleryConfig.Icon }}<img src="{{$galleryConfig.Icon}}" class="rounded-lg mt-2 max-w-8 max-h-8">{{end}}
+                    {{ end }}
                     <div class="flex flex-col flex-1">
                       <span class="text-xs font-semibold text-gray-400">{{if .Model}}{{.Model}}{{else}}Assistant{{end}}</span>
                       <div class="flex-1 text-white flex items-center space-x-2">

From e4fdde158f9ae03ab0e6acc8cfdb6d6235cf6cdc Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Fri, 28 Feb 2025 01:00:39 +0100
Subject: [PATCH 268/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `b95c8af37ccf169b0a3216b7ed691af0534e5091` (#4916)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 412e93f9..85c66413 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=a800ae46da2ed7dac236aa6bf2b595da6b6294b5
+CPPLLAMA_VERSION?=b95c8af37ccf169b0a3216b7ed691af0534e5091
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 755e4fb5f4241d6b11e301a68a33978cb3fb2752 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 28 Feb 2025 19:23:32 +0100
Subject: [PATCH 269/679] feat(ui): improvements to index and models page
 (#4918)

- mobile-friendly index
- adjust color palette
- improve search experience

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 core/http/elements/buttons.go   |   4 +-
 core/http/elements/gallery.go   | 253 ++++++++++++++++---------------
 core/http/static/chat.js        |  25 +++-
 core/http/static/general.css    |  12 --
 core/http/views/chat.html       |  95 +++++++-----
 core/http/views/index.html      | 258 ++++++++++++++++++++------------
 core/http/views/models.html     | 246 +++++++++++++++++-------------
 core/http/views/text2image.html |  47 +++---
 8 files changed, 537 insertions(+), 403 deletions(-)

diff --git a/core/http/elements/buttons.go b/core/http/elements/buttons.go
index 2364a0b3..b2ce904b 100644
--- a/core/http/elements/buttons.go
+++ b/core/http/elements/buttons.go
@@ -13,7 +13,7 @@ func installButton(galleryName string) elem.Node {
 		attrs.Props{
 			"data-twe-ripple-init":  "",
 			"data-twe-ripple-color": "light",
-			"class":                 "float-right inline-block rounded bg-primary px-6 pb-2.5 mb-3 pt-2.5 text-xs font-medium uppercase leading-normal text-white shadow-primary-3 transition duration-150 ease-in-out hover:bg-primary-accent-300 hover:shadow-primary-2 focus:bg-primary-accent-300 focus:shadow-primary-2 focus:outline-none focus:ring-0 active:bg-primary-600 active:shadow-primary-2 dark:shadow-black/30 dark:hover:shadow-dark-strong dark:focus:shadow-dark-strong dark:active:shadow-dark-strong",
+			"class":                 "float-right inline-flex items-center rounded-lg bg-blue-600 hover:bg-blue-700 px-4 py-2 text-sm font-medium text-white transition duration-300 ease-in-out shadow hover:shadow-lg",
 			"hx-swap":               "outerHTML",
 			// post the Model ID as param
 			"hx-post": "browse/install/model/" + galleryName,
@@ -52,7 +52,7 @@ func infoButton(m *gallery.GalleryModel) elem.Node {
 		attrs.Props{
 			"data-twe-ripple-init":  "",
 			"data-twe-ripple-color": "light",
-			"class":                 "float-left inline-block rounded bg-primary px-6 pb-2.5 mb-3 pt-2.5 text-xs font-medium uppercase leading-normal text-white shadow-primary-3 transition duration-150 ease-in-out hover:bg-primary-accent-300 hover:shadow-primary-2 focus:bg-primary-accent-300 focus:shadow-primary-2 focus:outline-none focus:ring-0 active:bg-primary-600 active:shadow-primary-2 dark:shadow-black/30 dark:hover:shadow-dark-strong dark:focus:shadow-dark-strong dark:active:shadow-dark-strong",
+			"class":                 "inline-flex items-center rounded-lg bg-gray-700 hover:bg-gray-600 px-4 py-2 text-sm font-medium text-white transition duration-300 ease-in-out",
 			"data-modal-target":     modalName(m),
 			"data-modal-toggle":     modalName(m),
 		},
diff --git a/core/http/elements/gallery.go b/core/http/elements/gallery.go
index 5ab68508..539627e4 100644
--- a/core/http/elements/gallery.go
+++ b/core/http/elements/gallery.go
@@ -17,7 +17,7 @@ const (
 func cardSpan(text, icon string) elem.Node {
 	return elem.Span(
 		attrs.Props{
-			"class": "inline-block bg-gray-200 rounded-full px-3 py-1 text-sm font-semibold text-gray-700 mr-2 mb-2",
+			"class": "inline-flex items-center px-3 py-1 rounded-lg text-xs font-medium bg-gray-700/70 text-gray-300 border border-gray-600/50 mr-2 mb-2",
 		},
 		elem.I(attrs.Props{
 			"class": icon + " pr-2",
@@ -39,19 +39,20 @@ func searchableElement(text, icon string) elem.Node {
 		),
 		elem.Span(
 			attrs.Props{
-				"class": "inline-block bg-gray-200 rounded-full px-3 py-1 text-sm font-semibold text-gray-700 mr-2 mb-2 hover:bg-gray-300 hover:shadow-gray-2",
+				"class": "inline-flex items-center text-xs px-3 py-1 rounded-full bg-gray-700/60 text-gray-300 border border-gray-600/50 hover:bg-gray-600 hover:text-gray-100 transition duration-200 ease-in-out",
 			},
 			elem.A(
 				attrs.Props{
 					//	"name":      "search",
 					//	"value":     text,
 					//"class":     "inline-block bg-gray-200 rounded-full px-3 py-1 text-sm font-semibold text-gray-700 mr-2 mb-2",
-					"href":      "#!",
-					"hx-post":   "browse/search/models",
-					"hx-target": "#search-results",
+					//"href":      "#!",
+					"href": "browse?term=" + text,
+					//"hx-post":   "browse/search/models",
+					//"hx-target": "#search-results",
 					// TODO: this doesn't work
 					//	"hx-vals":      `{ \"search\": \"` + text + `\" }`,
-					"hx-indicator": ".htmx-indicator",
+					//"hx-indicator": ".htmx-indicator",
 				},
 				elem.I(attrs.Props{
 					"class": icon + " pr-2",
@@ -101,7 +102,7 @@ func modalName(m *gallery.GalleryModel) string {
 	return m.Name + "-modal"
 }
 
-func modelDescription(m *gallery.GalleryModel) elem.Node {
+func modelModal(m *gallery.GalleryModel) elem.Node {
 	urls := []elem.Node{}
 	for _, url := range m.URLs {
 		urls = append(urls,
@@ -116,6 +117,125 @@ func modelDescription(m *gallery.GalleryModel) elem.Node {
 		)
 	}
 
+	return elem.Div(
+		attrs.Props{
+			"id":          modalName(m),
+			"tabindex":    "-1",
+			"aria-hidden": "true",
+			"class":       "hidden overflow-y-auto overflow-x-hidden fixed top-0 right-0 left-0 z-50 justify-center items-center w-full md:inset-0 h-[calc(100%-1rem)] max-h-full",
+		},
+		elem.Div(
+			attrs.Props{
+				"class": "relative p-4 w-full max-w-2xl max-h-full",
+			},
+			elem.Div(
+				attrs.Props{
+					"class": "relative p-4 w-full max-w-2xl max-h-full bg-white rounded-lg shadow dark:bg-gray-700",
+				},
+				// header
+				elem.Div(
+					attrs.Props{
+						"class": "flex items-center justify-between p-4 md:p-5 border-b rounded-t dark:border-gray-600",
+					},
+					elem.H3(
+						attrs.Props{
+							"class": "text-xl font-semibold text-gray-900 dark:text-white",
+						},
+						elem.Text(bluemonday.StrictPolicy().Sanitize(m.Name)),
+					),
+					elem.Button( // close button
+						attrs.Props{
+							"class":           "text-gray-400 bg-transparent hover:bg-gray-200 hover:text-gray-900 rounded-lg text-sm w-8 h-8 ms-auto inline-flex justify-center items-center dark:hover:bg-gray-600 dark:hover:text-white",
+							"data-modal-hide": modalName(m),
+						},
+						elem.Raw(
+							`<svg class="w-3 h-3" aria-hidden="true" xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 14 14">
+							<path stroke="currentColor" stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="m1 1 6 6m0 0 6 6M7 7l6-6M7 7l-6 6"/>
+						</svg>`,
+						),
+						elem.Span(
+							attrs.Props{
+								"class": "sr-only",
+							},
+							elem.Text("Close modal"),
+						),
+					),
+				),
+				// body
+				elem.Div(
+					attrs.Props{
+						"class": "p-4 md:p-5 space-y-4",
+					},
+					elem.Div(
+						attrs.Props{
+							"class": "flex justify-center items-center",
+						},
+						elem.Img(attrs.Props{
+							//	"class": "rounded-t-lg object-fit object-center h-96",
+							"class":   "lazy rounded-t-lg max-h-48 max-w-96 object-cover mt-3 entered loaded",
+							"src":     m.Icon,
+							"loading": "lazy",
+						}),
+					),
+					elem.P(
+						attrs.Props{
+							"class": "text-base leading-relaxed text-gray-500 dark:text-gray-400",
+						},
+						elem.Text(bluemonday.StrictPolicy().Sanitize(m.Description)),
+					),
+					elem.Hr(
+						attrs.Props{},
+					),
+					elem.P(
+						attrs.Props{
+							"class": "text-sm font-semibold text-gray-900 dark:text-white",
+						},
+						elem.Text("Links"),
+					),
+					elem.Ul(
+						attrs.Props{},
+						urls...,
+					),
+					elem.If(
+						len(m.Tags) > 0,
+						elem.Div(
+							attrs.Props{},
+							elem.P(
+								attrs.Props{
+									"class": "text-sm mb-5 font-semibold text-gray-900 dark:text-white",
+								},
+								elem.Text("Tags"),
+							),
+							elem.Div(
+								attrs.Props{
+									"class": "flex flex-row flex-wrap content-center",
+								},
+								tagsNodes...,
+							),
+						),
+						elem.Div(attrs.Props{}),
+					),
+				),
+				// Footer
+				elem.Div(
+					attrs.Props{
+						"class": "flex items-center p-4 md:p-5 border-t border-gray-200 rounded-b dark:border-gray-600",
+					},
+					elem.Button(
+						attrs.Props{
+							"data-modal-hide": modalName(m),
+							"class":           "py-2.5 px-5 ms-3 text-sm font-medium text-gray-900 focus:outline-none bg-white rounded-lg border border-gray-200 hover:bg-gray-100 hover:text-blue-700 focus:z-10 focus:ring-4 focus:ring-gray-100 dark:focus:ring-gray-700 dark:bg-gray-800 dark:text-gray-400 dark:border-gray-600 dark:hover:text-white dark:hover:bg-gray-700",
+						},
+						elem.Text("Close"),
+					),
+				),
+			),
+		),
+	)
+
+}
+
+func modelDescription(m *gallery.GalleryModel) elem.Node {
 	return elem.Div(
 		attrs.Props{
 			"class": "p-6 text-surface dark:text-white",
@@ -132,122 +252,6 @@ func modelDescription(m *gallery.GalleryModel) elem.Node {
 			},
 			elem.Text(bluemonday.StrictPolicy().Sanitize(m.Description)),
 		),
-
-		elem.Div(
-			attrs.Props{
-				"id":          modalName(m),
-				"tabindex":    "-1",
-				"aria-hidden": "true",
-				"class":       "hidden overflow-y-auto overflow-x-hidden fixed top-0 right-0 left-0 z-50 justify-center items-center w-full md:inset-0 h-[calc(100%-1rem)] max-h-full",
-			},
-			elem.Div(
-				attrs.Props{
-					"class": "relative p-4 w-full max-w-2xl max-h-full",
-				},
-				elem.Div(
-					attrs.Props{
-						"class": "relative p-4 w-full max-w-2xl max-h-full bg-white rounded-lg shadow dark:bg-gray-700",
-					},
-					// header
-					elem.Div(
-						attrs.Props{
-							"class": "flex items-center justify-between p-4 md:p-5 border-b rounded-t dark:border-gray-600",
-						},
-						elem.H3(
-							attrs.Props{
-								"class": "text-xl font-semibold text-gray-900 dark:text-white",
-							},
-							elem.Text(bluemonday.StrictPolicy().Sanitize(m.Name)),
-						),
-						elem.Button( // close button
-							attrs.Props{
-								"class":           "text-gray-400 bg-transparent hover:bg-gray-200 hover:text-gray-900 rounded-lg text-sm w-8 h-8 ms-auto inline-flex justify-center items-center dark:hover:bg-gray-600 dark:hover:text-white",
-								"data-modal-hide": modalName(m),
-							},
-							elem.Raw(
-								`<svg class="w-3 h-3" aria-hidden="true" xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 14 14">
-									<path stroke="currentColor" stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="m1 1 6 6m0 0 6 6M7 7l6-6M7 7l-6 6"/>
-								</svg>`,
-							),
-							elem.Span(
-								attrs.Props{
-									"class": "sr-only",
-								},
-								elem.Text("Close modal"),
-							),
-						),
-					),
-					// body
-					elem.Div(
-						attrs.Props{
-							"class": "p-4 md:p-5 space-y-4",
-						},
-						elem.Div(
-							attrs.Props{
-								"class": "flex justify-center items-center",
-							},
-							elem.Img(attrs.Props{
-								//	"class": "rounded-t-lg object-fit object-center h-96",
-								"class":   "lazy rounded-t-lg max-h-48 max-w-96 object-cover mt-3 entered loaded",
-								"src":     m.Icon,
-								"loading": "lazy",
-							}),
-						),
-						elem.P(
-							attrs.Props{
-								"class": "text-base leading-relaxed text-gray-500 dark:text-gray-400",
-							},
-							elem.Text(bluemonday.StrictPolicy().Sanitize(m.Description)),
-						),
-						elem.Hr(
-							attrs.Props{},
-						),
-						elem.P(
-							attrs.Props{
-								"class": "text-sm font-semibold text-gray-900 dark:text-white",
-							},
-							elem.Text("Links"),
-						),
-						elem.Ul(
-							attrs.Props{},
-							urls...,
-						),
-						elem.If(
-							len(m.Tags) > 0,
-							elem.Div(
-								attrs.Props{},
-								elem.P(
-									attrs.Props{
-										"class": "text-sm mb-5 font-semibold text-gray-900 dark:text-white",
-									},
-									elem.Text("Tags"),
-								),
-								elem.Div(
-									attrs.Props{
-										"class": "flex flex-row flex-wrap content-center",
-									},
-									tagsNodes...,
-								),
-							),
-							elem.Div(attrs.Props{}),
-						),
-					),
-					// Footer
-					elem.Div(
-						attrs.Props{
-							"class": "flex items-center p-4 md:p-5 border-t border-gray-200 rounded-b dark:border-gray-600",
-						},
-						elem.Button(
-							attrs.Props{
-								"data-modal-hide": modalName(m),
-								"class":           "py-2.5 px-5 ms-3 text-sm font-medium text-gray-900 focus:outline-none bg-white rounded-lg border border-gray-200 hover:bg-gray-100 hover:text-blue-700 focus:z-10 focus:ring-4 focus:ring-gray-100 dark:focus:ring-gray-700 dark:bg-gray-800 dark:text-gray-400 dark:border-gray-600 dark:hover:text-white dark:hover:bg-gray-700",
-							},
-							elem.Text("Close"),
-						),
-					),
-				),
-			),
-		),
 	)
 }
 
@@ -397,7 +401,7 @@ func ListModels(models []*gallery.GalleryModel, processTracker ProcessTracker, g
 		modelsElements = append(modelsElements,
 			elem.Div(
 				attrs.Props{
-					"class": " me-4 mb-2 block rounded-lg bg-white shadow-secondary-1  dark:bg-gray-800 dark:bg-surface-dark dark:text-white text-surface pb-2",
+					"class": " me-4 mb-2 block rounded-lg bg-white shadow-secondary-1  dark:bg-gray-800 dark:bg-surface-dark dark:text-white text-surface pb-2 bg-gray-800/90 border border-gray-700/50 rounded-xl overflow-hidden transition-all duration-300 hover:shadow-lg hover:shadow-blue-900/20 hover:-translate-y-1 hover:border-blue-700/50",
 				},
 				elem.Div(
 					attrs.Props{
@@ -406,6 +410,7 @@ func ListModels(models []*gallery.GalleryModel, processTracker ProcessTracker, g
 					elems...,
 				),
 			),
+			modelModal(m),
 		)
 	}
 
diff --git a/core/http/static/chat.js b/core/http/static/chat.js
index ac1e0ba8..b1e4e9cb 100644
--- a/core/http/static/chat.js
+++ b/core/http/static/chat.js
@@ -27,6 +27,21 @@ SOFTWARE.
 
 */
 
+function toggleLoader(show) {
+  const loader = document.getElementById('loader');
+  const sendButton = document.getElementById('send-button');
+  
+  if (show) {
+    loader.style.display = 'block';
+    sendButton.style.display = 'none';
+    document.getElementById("input").disabled = true;
+  } else {
+    document.getElementById("input").disabled = false;
+    loader.style.display = 'none';
+    sendButton.style.display = 'block';
+  }
+}
+
 function submitKey(event) {
     event.preventDefault();
     localStorage.setItem("key", document.getElementById("apiKey").value);
@@ -72,8 +87,8 @@ function readInputImage() {
     // Set class "loader" to the element with "loader" id
     //document.getElementById("loader").classList.add("loader");
     // Make the "loader" visible
-    document.getElementById("loader").style.display = "block";
-    document.getElementById("input").disabled = true;
+    toggleLoader(true);
+
 
     messages = Alpine.store("chat").messages();
 
@@ -243,10 +258,8 @@ function readInputImage() {
     }
 
     // Remove class "loader" from the element with "loader" id
-    //document.getElementById("loader").classList.remove("loader");
-    document.getElementById("loader").style.display = "none";
-    // enable input
-    document.getElementById("input").disabled = false;
+    toggleLoader(false);
+
     // scroll to the bottom of the chat
     document.getElementById('messages').scrollIntoView(false)
     // set focus to the input
diff --git a/core/http/static/general.css b/core/http/static/general.css
index 63007cf5..7caa384a 100644
--- a/core/http/static/general.css
+++ b/core/http/static/general.css
@@ -10,18 +10,6 @@ body {
 .htmx-request .htmx-indicator{
     opacity:1
 }
-/* Loader (https://cssloaders.github.io/) */
-.loader {
-  width: 12px;
-  height: 12px;
-  border-radius: 50%;
-  display: block;
-  margin:15px auto;
-  position: relative;
-  color: #FFF;
-  box-sizing: border-box;
-  animation: animloader 2s linear infinite;
-}
 
 @keyframes animloader {
   0% { box-shadow: 14px 0 0 -2px,  38px 0 0 -2px,  -14px 0 0 -2px,  -38px 0 0 -2px; }
diff --git a/core/http/views/chat.html b/core/http/views/chat.html
index 3486e101..282d09c2 100644
--- a/core/http/views/chat.html
+++ b/core/http/views/chat.html
@@ -293,46 +293,61 @@ SOFTWARE.
         </div>
 
 
-        <!-- Chat Input -->
-        <div class="p-4 border-t border-gray-700" x-data="{ inputValue: '', shiftPressed: false, fileName: '' }">
-          <div id="loader" class="my-2 loader" style="display: none;"></div>
-          <input id="chat-model" type="hidden" value="{{.Model}}">
-          <input
-            id="input_image"
-            type="file"
-            style="display: none;"
-            @change="fileName = $event.target.files[0].name"
-          />
-          <form id="prompt" action="chat/{{.Model}}" method="get" @submit.prevent="submitPrompt" class="max-w-3xl mx-auto">
-            <div class="relative w-full bg-gray-800 rounded-xl shadow-md">
-              <textarea
-                id="input"
-                name="input"
-                x-model="inputValue"
-                placeholder="Send a message..."
-                class="p-4 pr-16 w-full bg-gray-800 text-gray-100 placeholder-gray-400 focus:outline-none resize-none border-0 rounded-xl transition-colors duration-200"
-                required
-                @keydown.shift="shiftPressed = true"
-                @keyup.shift="shiftPressed = false"
-                @keydown.enter="if (!shiftPressed) { submitPrompt($event); }"
-                rows="3"
-                style="box-shadow: 0 0 0 1px rgba(75, 85, 99, 0.4) inset;"
-              ></textarea>
-              <span x-text="fileName" id="fileName" class="absolute right-16 top-4 text-gray-400 text-sm mr-2"></span>
-              <button
-                type="button"
-                onclick="document.getElementById('input_image').click()"
-                class="fa-solid fa-paperclip text-gray-400 absolute right-12 top-4 text-lg p-2 hover:text-blue-400 transition-colors duration-200"
-                title="Attach an image"
-              ></button>
-              <button
-                type="submit"
-                class="absolute right-3 top-4 text-lg p-2 text-gray-400 hover:text-blue-400 transition-colors duration-200"
-                title="Send message"
-              >
-                <i class="fa-solid fa-paper-plane"></i>
-              </button>
-            </div>
+          <!-- Chat Input -->
+          <div class="p-4 border-t border-gray-700" x-data="{ inputValue: '', shiftPressed: false, fileName: '', isLoading: false }">
+            <form id="prompt" action="chat/{{.Model}}" method="get" @submit.prevent="submitPrompt" class="max-w-3xl mx-auto">
+              <div class="relative w-full bg-gray-800 rounded-xl shadow-md">
+                <textarea
+                  id="input"
+                  name="input"
+                  x-model="inputValue"
+                  placeholder="Send a message..."
+                  class="p-4 pr-16 w-full bg-gray-800 text-gray-100 placeholder-gray-400 focus:outline-none resize-none border-0 rounded-xl transition-colors duration-200"
+                  required
+                  @keydown.shift="shiftPressed = true"
+                  @keyup.shift="shiftPressed = false"
+                  @keydown.enter="if (!shiftPressed) { submitPrompt($event); }"
+                  rows="3"
+                  style="box-shadow: 0 0 0 1px rgba(75, 85, 99, 0.4) inset;"
+                ></textarea>
+                <span x-text="fileName" id="fileName" class="absolute right-16 top-4 text-gray-400 text-sm mr-2"></span>
+                <button
+                  type="button"
+                  onclick="document.getElementById('input_image').click()"
+                  class="fa-solid fa-paperclip text-gray-400 absolute right-12 top-4 text-lg p-2 hover:text-blue-400 transition-colors duration-200"
+                  title="Attach an image"
+                ></button>
+                
+                <!-- Send button and loader in the same position -->
+                <div class="absolute right-3 top-4">
+                  <!-- Loader (hidden by default) -->
+                  <div id="loader" class="text-lg p-2" style="display: none;">
+                    <svg class="animate-spin h-5 w-5 text-blue-500" xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24">
+                      <circle class="opacity-25" cx="12" cy="12" r="10" stroke="currentColor" stroke-width="4"></circle>
+                      <path class="opacity-75" fill="currentColor" d="M4 12a8 8 0 018-8V0C5.373 0 0 5.373 0 12h4zm2 5.291A7.962 7.962 0 014 12H0c0 3.042 1.135 5.824 3 7.938l3-2.647z"></path>
+                    </svg>
+                  </div>
+                  
+                  <!-- Send button -->
+                  <button
+                    id="send-button"
+                    type="submit"
+                    class="text-lg p-2 text-gray-400 hover:text-blue-400 transition-colors duration-200"
+                    title="Send message"
+                  >
+                    <i class="fa-solid fa-paper-plane"></i>
+                  </button>
+                </div>
+              </div>
+            </form>
+            <input id="chat-model" type="hidden" value="{{.Model}}">
+            <input
+              id="input_image"
+              type="file"
+              style="display: none;"
+              @change="fileName = $event.target.files[0].name"
+            />
+          </div>
           </form>
         </div>
       </div>
diff --git a/core/http/views/index.html b/core/http/views/index.html
index b9fd7074..4ae17fdc 100644
--- a/core/http/views/index.html
+++ b/core/http/views/index.html
@@ -2,125 +2,185 @@
 <html lang="en">
 {{template "views/partials/head" .}}
 
-<body class="bg-gray-900 text-gray-200">
+<body class="bg-gradient-to-br from-gray-900 to-gray-950 text-gray-200">
 <div class="flex flex-col min-h-screen">
 
     {{template "views/partials/navbar" .}}
 
-    <div class="container mx-auto px-4 flex-grow">
-        <div class="header text-center py-12">
-            <h1 class="text-5xl font-bold text-gray-100">Welcome to <i>your</i> LocalAI instance!</h1>
-            <p class="mt-4 text-lg">The FOSS alternative to OpenAI, Claude, ...</p>
-            <a href="https://localai.io" target="_blank" class="mt-4 inline-block bg-blue-500 text-white py-2 px-4 rounded-lg shadow transition duration-300 ease-in-out hover:bg-blue-700 hover:shadow-lg">
-                <i class="fas fa-book-reader pr-2"></i>Documentation
-            </a>
+    <div class="container mx-auto px-4 py-8 flex-grow">
+        <!-- Hero Section -->
+        <div class="bg-gradient-to-r from-blue-900/30 to-indigo-900/30 rounded-2xl shadow-xl p-8 mb-10">
+            <div class="max-w-4xl mx-auto text-center">
+                <h1 class="text-4xl md:text-5xl font-bold text-white mb-4">
+                    <span class="bg-clip-text text-transparent bg-gradient-to-r from-blue-400 to-indigo-400">
+                        Welcome to <i>your</i> LocalAI instance!
+                    </span>
+                </h1>
+                <p class="text-xl text-gray-300 mb-6">The FOSS alternative to OpenAI, Claude, and more</p>
+                <div class="flex flex-wrap justify-center gap-4">
+                    <a href="https://localai.io" target="_blank" 
+                       class="group flex items-center bg-blue-600 hover:bg-blue-700 text-white py-2 px-6 rounded-lg transition duration-300 ease-in-out transform hover:scale-105 hover:shadow-lg">
+                        <i class="fas fa-book-reader mr-2"></i>
+                        <span>Documentation</span>
+                        <i class="fas fa-arrow-right opacity-0 group-hover:opacity-100 group-hover:translate-x-2 ml-2 transition-all duration-300"></i>
+                    </a>
+                    <a href="browse" 
+                       class="group flex items-center bg-indigo-600 hover:bg-indigo-700 text-white py-2 px-6 rounded-lg transition duration-300 ease-in-out transform hover:scale-105 hover:shadow-lg">
+                        <i class="fas fa-images mr-2"></i>
+                        <span>Gallery</span>
+                        <i class="fas fa-arrow-right opacity-0 group-hover:opacity-100 group-hover:translate-x-2 ml-2 transition-all duration-300"></i>
+                    </a>
+                </div>
+            </div>
         </div>
 
-        <div class="models mt-4">
+        <!-- Models Section -->
+        <div class="models mt-8">
             {{template "views/partials/inprogress" .}}
+            
             {{ if eq (len .ModelsConfig) 0 }}
-            <h2 class="text-center text-3xl font-semibold text-gray-100"> <i class="text-yellow-200 ml-2 fa-solid fa-triangle-exclamation animate-pulse"></i> Ouch! seems you don't have any models installed from the LocalAI gallery!</h2>
-            <p class="text-center mt-4 text-xl">..install something from the <a class="text-gray-400 hover:text-white ml-1 px-3 py-2 rounded" href="browse">🖼️ Gallery</a> or check the <a href="https://localai.io/basics/getting_started/" class="text-gray-400 hover:text-white ml-1 px-3 py-2 rounded"> <i class="fa-solid fa-book"></i> Getting started documentation </a></p>
+            <div class="bg-gray-800/50 border border-gray-700/50 rounded-xl p-8 shadow-md backdrop-blur-sm">
+                <div class="text-center max-w-3xl mx-auto">
+                    <div class="inline-flex items-center justify-center w-16 h-16 rounded-full bg-yellow-500/20 mb-4">
+                        <i class="text-yellow-400 text-2xl fa-solid fa-triangle-exclamation"></i>
+                    </div>
+                    <h2 class="text-2xl md:text-3xl font-semibold text-gray-100 mb-4">No models installed from the LocalAI gallery</h2>
+                    <p class="text-lg text-gray-300 mb-6">Install models from the <a class="text-blue-400 hover:text-blue-300 underline underline-offset-2" href="browse">🖼️ Gallery</a> or check the <a href="https://localai.io/basics/getting_started/" class="text-blue-400 hover:text-blue-300 underline underline-offset-2"> <i class="fa-solid fa-book"></i> Getting started documentation</a></p>
 
-            {{ if ne (len .Models) 0 }}
-            <hr class="my-4">
-            <h3 class="text-center text-xl font-semibold text-gray-100"> 
-                However, It seems you have installed some models installed without a configuration file:
-            </h3>
-            {{ range .Models }}
-            <div class="bg-gray-800 border-b border-gray-700 p-4 mt-4">
-                <h4 class="text-md font-bold text-gray-200">{{.Name}}</h4>
-            </div>              
-            {{end}}
-            {{end}}
+                    {{ if ne (len .Models) 0 }}
+                    <div class="mt-8 pt-8 border-t border-gray-700/50">
+                        <h3 class="text-xl font-semibold text-gray-100 mb-4">Models installed without a configuration file:</h3>
+                        <div class="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 gap-4">
+                            {{ range .Models }}
+                            <div class="bg-gray-800/80 border border-gray-700 rounded-lg p-4 flex items-center">
+                                <i class="fas fa-brain text-lg text-gray-400 mr-3"></i>
+                                <p class="font-medium text-gray-200">{{.Name}}</p>
+                            </div>              
+                            {{end}}
+                        </div>
+                    </div>
+                    {{end}}
+                </div>
+            </div>
             {{ else }}
             {{ $modelsN := len .ModelsConfig}}
             {{ $modelsN = add $modelsN (len .Models)}}
-            <h2 class="text-center text-3xl font-semibold text-gray-100">{{$modelsN}} Installed model(s)</h2>
-            <table class="table-auto mt-4 w-full text-left text-gray-200">
-                <thead class="text-xs text-gray-400 uppercase bg-gray-700">
-                    <tr>
-                        <th class="px-4 py-2"></th>
-                        <th class="px-4 py-2"><i class="fas fa-brain pr-2"></i>Model Name</th>
-                        <th class="px-4 py-2">Backend</th>
-                        <th class="px-4 py-2 float-right">Actions</th>
-                    </tr>
-                </thead>
-                <tbody>
+            <div class="mb-6 flex flex-col md:flex-row md:items-center md:justify-between">
+                <h2 class="text-2xl md:text-3xl font-bold text-white mb-4 md:mb-0">
+                    <span class="text-blue-400">{{$modelsN}}</span> Installed Model<span class="{{if gt $modelsN 1}}s{{end}}">
+                </h2>
+                <!--
+                <div class="flex gap-4">
+                    <button class="text-sm bg-gray-800 hover:bg-gray-700 text-gray-300 py-2 px-4 rounded-lg transition flex items-center gap-2">
+                        <i class="fas fa-filter"></i> Filter
+                    </button>
+                    <button class="text-sm bg-gray-800 hover:bg-gray-700 text-gray-300 py-2 px-4 rounded-lg transition flex items-center gap-2">
+                        <i class="fas fa-sort"></i> Sort
+                    </button>
+                </div>
+                -->
+            </div>
+            
+            <div class="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 gap-6">
                 {{$galleryConfig:=.GalleryConfig}}
                 {{$noicon:="https://upload.wikimedia.org/wikipedia/commons/6/65/No-Image-Placeholder.svg"}}
+                
                 {{ range .ModelsConfig }}
                 {{ $backendCfg := . }}
                 {{ $cfg:= index $galleryConfig .Name}}
-                <tr class="bg-gray-800 border-b border-gray-700">
-                    <td class="px-4 py-3">
-                        {{ with $cfg }}
-                        <img {{ if $cfg.Icon }}
-                            src="{{$cfg.Icon}}"
-                            {{ else }}
-                            src="{{$noicon}}"
-                            {{ end }}
-                            class="rounded-t-lg max-h-24 max-w-24 object-cover mt-3"
+                <div class="bg-gray-800/90 border border-gray-700/50 rounded-xl overflow-hidden transition-all duration-300 hover:shadow-lg hover:shadow-blue-900/20 hover:-translate-y-1 hover:border-blue-700/50">
+                    <div class="flex p-5">
+                        <div class="w-20 h-20 rounded-lg overflow-hidden flex-shrink-0 bg-gray-700/50 flex items-center justify-center">
+                            <img {{ if and $cfg $cfg.Icon }}
+                                src="{{$cfg.Icon}}"
+                                {{ else }}
+                                src="{{$noicon}}"
+                                {{ end }}
+                                class="w-full h-full object-contain"
+                                alt="{{.Name}} icon"
                             >
-                        {{ else}}
-                            <img src="{{$noicon}}" class="rounded-t-lg max-h-24 max-w-24 object-cover mt-3">
-                        {{ end }}
-                    </td>
-                    <td class="px-4 py-3 font-bold">
-                        <p class="font-bold text-white flex items-center">{{.Name}} <a href="browse?term={{.Name}}" class="ml-2 text-blue-400 hover:text-blue-600"><i class="fas fa-search"></i></a></p>
-                        {{ range .KnownUsecaseStrings }}
-                        {{ if eq . "FLAG_CHAT" }}
-                            <a href="chat/{{$backendCfg.Name}}" class="ml-2 bg-blue-500 text-white py-1 px-3 rounded-lg shadow transition duration-300 ease-in-out hover:bg-blue-700 hover:shadow-lg"><i class="fas fa-comments pr-1"></i>Chat</a>
-                        {{ end }}
-                        {{ if eq . "FLAG_IMAGE" }}
-                            <a href="text2image/{{$backendCfg.Name}}" class="ml-2 bg-green-500 text-white py-1 px-3 rounded-lg shadow transition duration-300 ease-in-out hover:bg-green-700 hover:shadow-lg"><i class="fas fa-image pr-1"></i>Image</a>
-                        {{ end }}
-                        {{ if eq . "FLAG_TTS" }}
-                            <a href="tts/{{$backendCfg.Name}}" class="ml-2 bg-purple-500 text-white py-1 px-3 rounded-lg shadow transition duration-300 ease-in-out hover:bg-purple-700 hover:shadow-lg"><i class="fas fa-microphone pr-1"></i>TTS</a>
-                        {{ end }}
-                        {{ end }}
-                    </td>
-                    <td class="px-4 py-3 font-bold">
-                        {{ if .Backend }}
-                        <!-- Badge for Backend -->
-                        <span class="inline-block bg-blue-500 text-white py-1 px-3 rounded-full text-xs">
-                            {{.Backend}}
-                        </span>
-                        {{ else }}
-                        <span class="inline-block bg-yellow-500 text-white py-1 px-3 rounded-full text-xs">
-                            auto
-                        </span>
-                        {{ end }}
-                    </td>
-
-                    <td class="px-4 py-3">
-                        <button
-                            class="float-right inline-block rounded bg-red-800 px-6 pb-2.5 mb-3 pt-2.5 text-xs font-medium uppercase leading-normal text-white shadow-primary-3 transition duration-150 ease-in-out hover:bg-red-accent-300 hover:shadow-red-2 focus:bg-red-accent-300 focus:shadow-primary-2 focus:outline-none focus:ring-0 active:bg-red-600 active:shadow-primary-2 dark:shadow-black/30 dark:hover:shadow-dark-strong dark:focus:shadow-dark-strong dark:active:shadow-dark-strong"
-                            data-twe-ripple-color="light" data-twe-ripple-init="" hx-confirm="Are you sure you wish to delete the model?" hx-post="browse/delete/model/{{.Name}}" hx-swap="outerHTML"><i class="fa-solid fa-cancel pr-2"></i>Delete</button>
-                    </td>
+                        </div>
+                        <div class="ml-4 flex-1 min-w-0">
+                            <div class="flex items-center">
+                                <h3 class="font-bold text-lg text-white truncate">{{.Name}}</h3>
+                                <a href="browse?term={{.Name}}" class="ml-2 text-gray-400 hover:text-blue-400 transition" title="Search for similar models">
+                                    <i class="fas fa-search text-xs"></i>
+                                </a>
+                            </div>
+                            
+                            <div class="mt-2 flex flex-wrap gap-2">
+                                {{ if .Backend }}
+                                <span class="inline-flex items-center px-2.5 py-0.5 rounded-md text-xs font-medium bg-blue-900/50 text-blue-300 border border-blue-700/50">
+                                    {{.Backend}}
+                                </span>
+                                {{ else }}
+                                <span class="inline-flex items-center px-2.5 py-0.5 rounded-md text-xs font-medium bg-yellow-900/50 text-yellow-300 border border-yellow-700/50">
+                                    auto
+                                </span>
+                                {{ end }}
+                            </div>
+                        </div>
+                    </div>
+                    
+                    <div class="px-5 pb-5 pt-2">
+                        <div class="flex flex-wrap gap-2">
+                            {{ range .KnownUsecaseStrings }}
+                            {{ if eq . "FLAG_CHAT" }}
+                                <a href="chat/{{$backendCfg.Name}}" class="inline-flex items-center rounded-full px-4 py-2 text-sm font-medium bg-blue-900/60 text-blue-200 border border-blue-700/50 hover:bg-blue-800 transition duration-200 ease-in-out">
+                                    <i class="fas fa-comment-alt text-xs mr-1.5"></i>Chat
+                                </a>
+                            {{ end }}
+                            {{ if eq . "FLAG_IMAGE" }}
+                                <a href="text2image/{{$backendCfg.Name}}" class="inline-flex items-center text-sm bg-green-600/80 hover:bg-green-700 text-white py-1.5 px-3 rounded-lg shadow transition duration-300 ease-in-out">
+                                    <i class="fas fa-image text-xs mr-1.5"></i>Image
+                                </a>
+                            {{ end }}
+                            {{ if eq . "FLAG_TTS" }}
+                                <a href="tts/{{$backendCfg.Name}}" class="inline-flex items-center text-sm bg-purple-600/80 hover:bg-purple-700 text-white py-1.5 px-3 rounded-lg shadow transition duration-300 ease-in-out">
+                                    <i class="fas fa-microphone text-xs mr-1.5"></i>TTS
+                                </a>
+                            {{ end }}
+                            {{ end }}
+                        </div>
+                        
+                        <div class="mt-4 flex justify-end">
+                            <button
+                                class="inline-flex items-center text-xs font-medium text-red-400 hover:text-red-300 hover:bg-red-900/20 rounded-md px-2 py-1 transition-colors duration-200"
+                                data-twe-ripple-init=""
+                                hx-confirm="Are you sure you wish to delete this model?"
+                                hx-post="browse/delete/model/{{.Name}}"
+                                hx-swap="outerHTML">
+                                <i class="fas fa-trash-alt mr-1.5"></i>Delete
+                            </button>
+                        </div>
+                    </div>
+                </div>
                 {{ end }}
+                
                 {{ range .Models }}
-                <tr class="bg-gray-800 border-b border-gray-700">
-                    <td class="px-4 py-3">
-                            <img src="{{$noicon}}" class="rounded-t-lg max-h-24 max-w-24 object-cover mt-3">
-                    </td>
-                    <td class="px-4 py-3 font-bold">
-                        <p class="font-bold text-white flex items-center"><i class="fas fa-brain pr-2"></i>{{.}}</p>
-                    </td>
-                    <td class="px-4 py-3 font-bold">
-                        <span class="inline-block bg-yellow-500 text-white py-1 px-3 rounded-full text-xs">
-                            auto
-                        </span>
-                    </td>
-
-                    <td class="px-4 py-3">
-                        <span class="float-right inline-block bg-red-800 text-white py-1 px-3 rounded-full text-xs">
-                            No Configuration
-                        </span>
-                    </td>           
+                <div class="bg-gray-800/90 border border-gray-700/50 rounded-xl overflow-hidden transition-all duration-300 hover:shadow-lg hover:shadow-blue-900/20 hover:-translate-y-1 hover:border-blue-700/50">
+                    <div class="flex p-5">
+                        <div class="w-20 h-20 rounded-lg overflow-hidden flex-shrink-0 bg-gray-700/50 flex items-center justify-center">
+                            <img src="{{$noicon}}" class="w-full h-full object-contain" alt="Model icon">
+                        </div>
+                        <div class="ml-4 flex-1 min-w-0">
+                            <div class="flex items-center">
+                                <h3 class="font-bold text-lg text-white truncate"><i class="fas fa-brain mr-2 text-gray-400"></i>{{.}}</h3>
+                            </div>
+                            
+                            <div class="mt-2 flex flex-wrap gap-2">
+                                <span class="inline-flex items-center px-2.5 py-0.5 rounded-md text-xs font-medium bg-yellow-900/50 text-yellow-300 border border-yellow-700/50">
+                                    auto
+                                </span>
+                                <span class="inline-flex items-center px-2.5 py-0.5 rounded-md text-xs font-medium bg-red-900/50 text-red-300 border border-red-700/50">
+                                    No Configuration
+                                </span>
+                            </div>
+                        </div>
+                    </div>
+                </div>
                 {{end}}
-                </tbody>
-            </table>
+            </div>
             {{ end }}
         </div>
     </div>
@@ -129,4 +189,4 @@
 </div>
 
 </body>
-</html>
+</html>
\ No newline at end of file
diff --git a/core/http/views/models.html b/core/http/views/models.html
index c3910bdc..f744832f 100644
--- a/core/http/views/models.html
+++ b/core/http/views/models.html
@@ -2,124 +2,164 @@
 <html lang="en">
 {{template "views/partials/head" .}}
 
-<body class="bg-gray-900 text-gray-200">
+<body class="bg-gradient-to-br from-gray-900 to-gray-950 text-gray-200">
 <div class="flex flex-col min-h-screen">
    
     {{template "views/partials/navbar" .}}
     {{ $numModelsPerPage := 21 }}
-    <div class="container mx-auto px-4 flex-grow">
+    <div class="container mx-auto px-4 py-8 flex-grow">
 
-        <div class="models mt-12">
-            <h2 class="text-center text-3xl font-semibold text-gray-100">
-                🖼️ Available {{.AvailableModels}} models from <i>{{ len .Repositories }}</i> repositories     <a href="https://localai.io/models/" target="_blank" >
-                    <i class="fas fa-circle-info pr-2"></i>
-                </a></h2> 
-
-            <div class="text-center font-semibold text-gray-100">
-                <h2>Filter by type:</h2>
-                <button  hx-post="browse/search/models"
-                    class="text-white-500 inline-block bg-blue-200 rounded-full px-3 py-1 text-sm font-semibold text-gray-700 mr-2 mb-2 hover:bg-gray-300 hover:shadow-gray-2"
-                    hx-target="#search-results" 
-                    hx-vals='{"search": "tts"}'
-                    onclick="hidePagination()"
-                    hx-indicator=".htmx-indicator" >TTS</button> 
-                <button  hx-post="browse/search/models" 
-                    class="text-white-500 inline-block bg-blue-200 rounded-full px-3 py-1 text-sm font-semibold text-gray-700 mr-2 mb-2 hover:bg-gray-300 hover:shadow-gray-2"
-                    hx-target="#search-results" 
-                    hx-vals='{"search": "stablediffusion"}'
-                    onclick="hidePagination()"
-                    hx-indicator=".htmx-indicator" >Image generation</button> 
-                <button  hx-post="browse/search/models" \
-                    class="text-white-500 inline-block bg-blue-200 rounded-full px-3 py-1 text-sm font-semibold text-gray-700 mr-2 mb-2 hover:bg-gray-300 hover:shadow-gray-2"
-                    hx-target="#search-results" 
-                    hx-vals='{"search": "llm"}'
-                    onclick="hidePagination()"
-                    hx-indicator=".htmx-indicator" >Text generation</button> 
-                <button  hx-post="browse/search/models" 
-                    class="text-white-500 inline-block bg-blue-200 rounded-full px-3 py-1 text-sm font-semibold text-gray-700 mr-2 mb-2 hover:bg-gray-300 hover:shadow-gray-2"
-                    hx-target="#search-results" 
-                    hx-vals='{"search": "multimodal"}'
-                    onclick="hidePagination()"
-                    hx-indicator=".htmx-indicator" >Multimodal</button> 
-                <button  hx-post="browse/search/models" 
-                    class="text-white-500 inline-block bg-blue-200 rounded-full px-3 py-1 text-sm font-semibold text-gray-700 mr-2 mb-2 hover:bg-gray-300 hover:shadow-gray-2"
-                    hx-target="#search-results" 
-                    hx-vals='{"search": "embedding"}'
-                    onclick="hidePagination()"
-                    hx-indicator=".htmx-indicator" >Embeddings</button>
-                <button  hx-post="browse/search/models"
-                    class="text-white-500 inline-block bg-blue-200 rounded-full px-3 py-1 text-sm font-semibold text-gray-700 mr-2 mb-2 hover:bg-gray-300 hover:shadow-gray-2"
-                    hx-target="#search-results" 
-                    hx-vals='{"search": "rerank"}'
-                    onclick="hidePagination()"
-                    hx-indicator=".htmx-indicator" >Rerankers</button> 
-                <button  
-                    hx-post="browse/search/models"
-                    class="text-white-500 inline-block bg-blue-200 rounded-full px-3 py-1 text-sm font-semibold text-gray-700 mr-2 mb-2 hover:bg-gray-300 hover:shadow-gray-2"
-                    hx-target="#search-results" 
-                    hx-vals='{"search": "whisper"}'
-                    onclick="hidePagination()"
-                    hx-indicator=".htmx-indicator" >Audio transcription</button> 
+        <!-- Hero Header -->
+        <div class="bg-gradient-to-r from-indigo-900/30 to-purple-900/30 rounded-2xl shadow-xl p-6 mb-8">
+            <div class="max-w-4xl mx-auto text-center">
+                <h1 class="text-3xl md:text-4xl font-bold text-white mb-3">
+                    <span class="bg-clip-text text-transparent bg-gradient-to-r from-indigo-400 to-purple-400">
+                        Model Gallery
+                    </span>
+                </h1>
+                <p class="text-lg text-gray-300 mb-2">
+                    <span class="font-semibold text-indigo-300">{{.AvailableModels}}</span> models from 
+                    <span class="font-semibold text-purple-300">{{ len .Repositories }}</span> repositories
+                    <a href="https://localai.io/models/" target="_blank" class="ml-2 text-blue-400 hover:text-blue-300 transition">
+                        <i class="fas fa-circle-info"></i>
+                    </a>
+                </p>
             </div>
-
-            <div class="text-center text-xs font-semibold text-gray-100">
-                Filter by tags:
-                {{ range .AllTags }}
-                    <button  hx-post="browse/search/models" class="text-blue-500" hx-target="#search-results" 
-                    hx-vals='{"search": "{{.}}"}'
-                    onclick="hidePagination()"
-                    hx-indicator=".htmx-indicator" >{{.}}</button> 
-                {{ end }}
+        </div>
+        
+        <!-- Search and Filter Section -->
+        <div class="bg-gray-800/70 rounded-xl p-6 mb-8 shadow-lg border border-gray-700/50">
+            <!-- Search Input -->
+            <div class="relative mb-6">
+                <div class="absolute inset-y-0 start-0 flex items-center ps-3 pointer-events-none">
+                    <i class="fas fa-search text-gray-400"></i>
+                </div>
+                <input class="form-control block w-full pl-10 px-4 py-3 text-base font-normal text-gray-300 bg-gray-900/80 bg-clip-padding border border-gray-700/70 rounded-lg transition ease-in-out focus:text-gray-200 focus:bg-gray-900 focus:border-blue-500 focus:ring-1 focus:ring-blue-500/50 focus:outline-none" 
+                    type="search" 
+                    name="search" 
+                    placeholder="Search models by name, tag, or description..." 
+                    hx-post="browse/search/models" 
+                    hx-trigger="input changed delay:500ms, search" 
+                    hx-target="#search-results"
+                    oninput="hidePagination()"
+                    onchange="hidePagination()"
+                    onsearch="hidePagination()"
+                    hx-indicator=".htmx-indicator">
+                <span class="htmx-indicator absolute right-3 top-3">
+                    <svg class="animate-spin h-5 w-5 text-blue-500" xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24">
+                        <circle class="opacity-25" cx="12" cy="12" r="10" stroke="currentColor" stroke-width="4"></circle>
+                        <path class="opacity-75" fill="currentColor" d="M4 12a8 8 0 018-8V0C5.373 0 0 5.373 0 12h4zm2 5.291A7.962 7.962 0 014 12H0c0 3.042 1.135 5.824 3 7.938l3-2.647z"></path>
+                    </svg>
+                </span>
             </div>
-
             
-            <span class="htmx-indicator loader"></span>
-            {{template "views/partials/inprogress" .}}
-
-            <input class="form-control appearance-none block w-full mt-5 px-3 py-2 text-base font-normal text-gray-300 pb-2 mb-5 bg-gray-800 bg-clip-padding border border-solid border-gray-600 rounded transition ease-in-out m-0 focus:text-gray-300 focus:bg-gray-900 focus:border-blue-500 focus:outline-none" type="search" 
-                name="search" placeholder="Begin Typing To Search models..." 
-                hx-post="browse/search/models" 
-                hx-trigger="input changed delay:500ms, search" 
-                hx-target="#search-results"
-                oninput="hidePagination()"
-                onchange="hidePagination()"
-                onsearch="hidePagination()"
-                hx-indicator=".htmx-indicator">
-
-            <div id="search-results">{{.Models}}</div>
-            {{ if gt .AvailableModels $numModelsPerPage }}
-            <!-- Pagination -->
-            <div id="paginate" class="flex justify-center mt-5">
-                <div class="flex items
-                -center">
-                    <button onclick="window.location.href='browse?page={{.PrevPage}}'" class="bg-gray-800 text-gray-300 hover:bg-gray-700 hover:text-gray-200 px-3 py-1 rounded-l-md {{if not .PrevPage}}invisible{{end}}" 
-                    ><i class="fas fa-arrow-left"></i></button>
-                    <button onclick="window.location.href='browse?page={{.NextPage}}'" class="bg-gray-800 text-gray-300 hover:bg-gray-700 hover:text-gray-200 px-3 py-1 rounded-r-md {{if not .NextPage}}invisible{{end}}"
-                    ><i class="fas fa-arrow-right"></i></button>
-                    <!-- 
-                    TODO: do not refresh the page, but use htmx.
-                    This however requires the page calculation to be here instead that in the golang backend.
-                    <button class="bg-gray-800 text-gray-300 hover:bg-gray-700 hover:text-gray-200 px-3 py-1 rounded-l-md" 
-                        hx-post="browse/search/models?page={{.PrevPage}}" 
+            <!-- Filter by Type -->
+            <div class="mb-4">
+                <h3 class="text-gray-200 font-medium mb-3">Filter by type:</h3>
+                <div class="flex flex-wrap gap-2">
+                    <button hx-post="browse/search/models"
+                        class="inline-flex items-center rounded-full px-4 py-2 text-sm font-medium bg-indigo-900/60 text-indigo-200 border border-indigo-700/50 hover:bg-indigo-800 transition duration-200 ease-in-out"
                         hx-target="#search-results" 
-                        hx-indicator=".htmx-indicator"
-                        {{if not .PrevPage}}disabled{{end}}
-                    >
-                        <i class="fas fa-arrow-left"></i>
+                        hx-vals='{"search": "tts"}'
+                        onclick="hidePagination()"
+                        hx-indicator=".htmx-indicator">
+                        <i class="fas fa-microphone mr-2"></i>TTS
                     </button>
-                    <button class="bg-gray-800 text-gray-300 hover:bg-gray-700 hover:text-gray-200 px-3 py-1 rounded-r-md" 
-                        hx-post="browse/search/models?page={{.NextPage}}" 
+                    <button hx-post="browse/search/models" 
+                        class="inline-flex items-center rounded-full px-4 py-2 text-sm font-medium bg-purple-900/60 text-purple-200 border border-purple-700/50 hover:bg-purple-800 transition duration-200 ease-in-out"
                         hx-target="#search-results" 
-                        hx-indicator=".htmx-indicator"
-                        {{if not .NextPage}}disabled{{end}}
-                    > 
-                    <i class="fas fa-arrow-right"></i>
+                        hx-vals='{"search": "stablediffusion"}'
+                        onclick="hidePagination()"
+                        hx-indicator=".htmx-indicator">
+                        <i class="fas fa-image mr-2"></i>Image generation
+                    </button>
+                    <button hx-post="browse/search/models"
+                        class="inline-flex items-center rounded-full px-4 py-2 text-sm font-medium bg-blue-900/60 text-blue-200 border border-blue-700/50 hover:bg-blue-800 transition duration-200 ease-in-out"
+                        hx-target="#search-results" 
+                        hx-vals='{"search": "llm"}'
+                        onclick="hidePagination()"
+                        hx-indicator=".htmx-indicator">
+                        <i class="fas fa-comment-alt mr-2"></i>Text generation
+                    </button>
+                    <button hx-post="browse/search/models" 
+                        class="inline-flex items-center rounded-full px-4 py-2 text-sm font-medium bg-green-900/60 text-green-200 border border-green-700/50 hover:bg-green-800 transition duration-200 ease-in-out"
+                        hx-target="#search-results" 
+                        hx-vals='{"search": "multimodal"}'
+                        onclick="hidePagination()"
+                        hx-indicator=".htmx-indicator">
+                        <i class="fas fa-object-group mr-2"></i>Multimodal
+                    </button>
+                    <button hx-post="browse/search/models" 
+                        class="inline-flex items-center rounded-full px-4 py-2 text-sm font-medium bg-cyan-900/60 text-cyan-200 border border-cyan-700/50 hover:bg-cyan-800 transition duration-200 ease-in-out"
+                        hx-target="#search-results" 
+                        hx-vals='{"search": "embedding"}'
+                        onclick="hidePagination()"
+                        hx-indicator=".htmx-indicator">
+                        <i class="fas fa-vector-square mr-2"></i>Embeddings
+                    </button>
+                    <button hx-post="browse/search/models"
+                        class="inline-flex items-center rounded-full px-4 py-2 text-sm font-medium bg-amber-900/60 text-amber-200 border border-amber-700/50 hover:bg-amber-800 transition duration-200 ease-in-out"
+                        hx-target="#search-results" 
+                        hx-vals='{"search": "rerank"}'
+                        onclick="hidePagination()"
+                        hx-indicator=".htmx-indicator">
+                        <i class="fas fa-sort-amount-up mr-2"></i>Rerankers
+                    </button>
+                    <button hx-post="browse/search/models"
+                        class="inline-flex items-center rounded-full px-4 py-2 text-sm font-medium bg-teal-900/60 text-teal-200 border border-teal-700/50 hover:bg-teal-800 transition duration-200 ease-in-out"
+                        hx-target="#search-results" 
+                        hx-vals='{"search": "whisper"}'
+                        onclick="hidePagination()"
+                        hx-indicator=".htmx-indicator">
+                        <i class="fas fa-headphones mr-2"></i>Audio transcription
                     </button>
-                    -->
                 </div>
             </div>
-            {{ end }}
+            
+            <!-- Filter by Tags -->
+            <div class="mt-5">
+                <h3 class="text-gray-200 font-medium mb-2">Filter by tags:</h3>
+                <div class="flex flex-wrap gap-2 max-h-24 overflow-y-auto scrollbar-thin scrollbar-thumb-gray-700 scrollbar-track-gray-900 pr-2">
+                    {{ range .AllTags }}
+                        <button hx-post="browse/search/models" 
+                            class="inline-flex items-center text-xs px-3 py-1 rounded-full bg-gray-700/60 text-gray-300 border border-gray-600/50 hover:bg-gray-600 hover:text-gray-100 transition duration-200 ease-in-out"
+                            hx-target="#search-results" 
+                            hx-vals='{"search": "{{.}}"}'
+                            onclick="hidePagination()"
+                            hx-indicator=".htmx-indicator">
+                            <i class="fas fa-tag text-xs mr-1.5"></i>{{.}}
+                        </button>
+                    {{ end }}
+                </div>
+            </div>
         </div>
+
+        <!-- Results Section -->
+        <div id="search-results" class="transition-all duration-300">
+            {{.Models}}
+        </div>
+
+        <!-- Pagination -->
+        {{ if gt .AvailableModels $numModelsPerPage }}
+        <div id="paginate" class="flex justify-center mt-8">
+            <div class="flex items-center gap-4">
+                <button onclick="window.location.href='browse?page={{.PrevPage}}'" 
+                    class="flex items-center justify-center h-10 w-10 bg-gray-800/80 text-gray-300 hover:bg-indigo-900/70 hover:text-white rounded-lg shadow transition duration-300 ease-in-out {{if not .PrevPage}}opacity-50 cursor-not-allowed{{end}}" 
+                    {{if not .PrevPage}}disabled{{end}}>
+                    <i class="fas fa-chevron-left"></i>
+                </button>
+                <div class="text-gray-400 text-sm">
+                    Page <span class="text-white font-medium">{{add .PrevPage 1}}</span>
+                </div>
+                <button onclick="window.location.href='browse?page={{.NextPage}}'" 
+                    class="flex items-center justify-center h-10 w-10 bg-gray-800/80 text-gray-300 hover:bg-indigo-900/70 hover:text-white rounded-lg shadow transition duration-300 ease-in-out {{if not .NextPage}}opacity-50 cursor-not-allowed{{end}}"
+                    {{if not .NextPage}}disabled{{end}}>
+                    <i class="fas fa-chevron-right"></i>
+                </button>
+            </div>
+        </div>
+        {{ end }}
+
     </div>
     {{template "views/partials/footer" .}}
 </div>
diff --git a/core/http/views/text2image.html b/core/http/views/text2image.html
index 10eef2d7..1eb16b11 100644
--- a/core/http/views/text2image.html
+++ b/core/http/views/text2image.html
@@ -7,21 +7,31 @@
 <div class="flex flex-col min-h-screen">
    
     {{template "views/partials/navbar" .}}
-    <div class="container mx-auto px-4 flex-grow " x-data="{ component: 'menu' }">
+    <div class="container mx-auto px-4 py-8 flex-grow " x-data="{ component: 'menu' }">
     
 
+          <!-- Hero Header -->
+          <div class="bg-gradient-to-r from-indigo-900/30 to-purple-900/30 rounded-2xl shadow-xl p-6 mb-8">
+            <div class="max-w-4xl mx-auto text-center">
+                <h1 class="text-3xl md:text-4xl font-bold text-white mb-3">
+                    <span class="bg-clip-text text-transparent bg-gradient-to-r from-indigo-400 to-purple-400">
+                        Image generation {{ if .Model }} with {{.Model}} {{ end }}
+                    </span>
+                </h1>
+                <div class="flex flex-wrap justify-center gap-4">
+                  <a href="https://localai.io/features/image-generation/" target="_blank" 
+                     class="group flex items-center bg-blue-600 hover:bg-blue-700 text-white py-2 px-6 rounded-lg transition duration-300 ease-in-out transform hover:scale-105 hover:shadow-lg">
+                      <i class="fas fa-book-reader mr-2"></i>
+                      <span>Documentation</span>
+                      <i class="fas fa-arrow-right opacity-0 group-hover:opacity-100 group-hover:translate-x-2 ml-2 transition-all duration-300"></i>
+                  </a>
+              </div>
+            </div>
+        </div>
+      
+            
         <div class="mt-12">
-          <div class="flex items-center justify-center text-center pb-2">
-            <span class="text-3xl font-semibold text-gray-100">
-              🖼️ Text to Image {{ if .Model }} (using {{.Model}}) {{ end }}
-            <a href="https://localai.io/features/image-generation" target="_blank" >
-              <i class="fas fa-circle-info pr-2"></i>
-            </a>
-            </span>
-    
-          </div>
-
-            <div class="text-center font-semibold text-gray-100">
+           <div class="text-center font-semibold text-gray-100">
               <div class="flex items-center justify-between">
 
               <div x-show="component === 'menu'" id="menu">
@@ -64,7 +74,7 @@
               </div>
             </div>
 
-            <div class="mt-12">
+            <div class="mt-12 relative">
               <input id="image-model" type="hidden" value="{{.Model}}">
               <form id="genimage" action="text2image/{{.Model}}" method="get">
                 <input
@@ -73,13 +83,16 @@
                   name="input"
                   placeholder="Prompt…"
                   autocomplete="off"
-                  class="p-2 border rounded w-full bg-gray-600 text-white placeholder-gray-300"
+                  class="form-control block w-full pl-10 px-4 py-3 text-base font-normal text-gray-300 bg-gray-900/80 bg-clip-padding border border-gray-700/70 rounded-lg transition ease-in-out focus:text-gray-200 focus:bg-gray-900 focus:border-blue-500 focus:ring-1 focus:ring-blue-500/50 focus:outline-none"
                   required
                 />
+                <span id="loader" class="my-2 loader absolute right-3 top-2"  >
+                  <svg class="animate-spin h-5 w-5 text-blue-500" xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24">
+                      <circle class="opacity-25" cx="12" cy="12" r="10" stroke="currentColor" stroke-width="4"></circle>
+                      <path class="opacity-75" fill="currentColor" d="M4 12a8 8 0 018-8V0C5.373 0 0 5.373 0 12h4zm2 5.291A7.962 7.962 0 014 12H0c0 3.042 1.135 5.824 3 7.938l3-2.647z"></path>
+                  </svg>
+                </span>
               </form>
-              <div class="container max-w-screen-lg mx-auto mt-4 pb-10 flex justify-center">
-                <div id="loader" class="my-2 loader"  ></div>
-              </div>
               <div class="container max-w-screen-lg mx-auto mt-4 pb-10 flex justify-center">
                 <div id="result" class="mx-auto"></div>
               </div>

From 0533ea817d9d6e9ae6b5b02122a3ea2bde3a4daa Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Fri, 28 Feb 2025 23:18:14 +0100
Subject: [PATCH 270/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `06c2b1561d8b882bc018554591f8c35eb04ad30e` (#4920)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 85c66413..e1ff5979 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=b95c8af37ccf169b0a3216b7ed691af0534e5091
+CPPLLAMA_VERSION?=06c2b1561d8b882bc018554591f8c35eb04ad30e
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From d7a0e3c5eae88538147860b9d027e356c6eea37a Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 1 Mar 2025 08:58:01 +0100
Subject: [PATCH 271/679] chore(model gallery): add
 microsoft_phi-4-mini-instruct (#4921)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 6d1c991f..702c3bb9 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -116,6 +116,20 @@
     - filename: SicariusSicariiStuff_Phi-Line_14B-Q4_K_M.gguf
       sha256: 552c5a613bc5f24494646858795837ac42d3c216c5caedd7f4d6b954e5df58f2
       uri: huggingface://bartowski/SicariusSicariiStuff_Phi-Line_14B-GGUF/SicariusSicariiStuff_Phi-Line_14B-Q4_K_M.gguf
+- !!merge <<: *phi4
+  name: "microsoft_phi-4-mini-instruct"
+  urls:
+    - https://huggingface.co/microsoft/Phi-4-mini-instruct
+    - https://huggingface.co/bartowski/microsoft_Phi-4-mini-instruct-GGUF
+  description: |
+    Phi-4-mini-instruct is a lightweight open model built upon synthetic data and filtered publicly available websites - with a focus on high-quality, reasoning dense data. The model belongs to the Phi-4 model family and supports 128K token context length. The model underwent an enhancement process, incorporating both supervised fine-tuning and direct preference optimization to support precise instruction adherence and robust safety measures.
+  overrides:
+    parameters:
+      model: microsoft_Phi-4-mini-instruct-Q4_K_M.gguf
+  files:
+    - filename: microsoft_Phi-4-mini-instruct-Q4_K_M.gguf
+      sha256: 01999f17c39cc3074afae5e9c539bc82d45f2dd7faa3917c66cbef76fce8c0c2
+      uri: huggingface://bartowski/microsoft_Phi-4-mini-instruct-GGUF/microsoft_Phi-4-mini-instruct-Q4_K_M.gguf
 - &falcon3
   name: "falcon3-1b-instruct"
   url: "github:mudler/LocalAI/gallery/falcon3.yaml@master"

From de46fb6e2e6e4296d097f72606aef4a126ec608b Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 1 Mar 2025 09:05:03 +0100
Subject: [PATCH 272/679] chore(model gallery): add ozone-research_chirp-01
 (#4922)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 16 ++++++++++++++++
 1 file changed, 16 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 702c3bb9..6ea4c35f 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -4181,6 +4181,22 @@
     - filename: ozone-ai_Reverb-7b-Q4_K_M.gguf
       sha256: f769c6e1a85d3426263f585f640a90c10e7e26b89345a700a4cabf62eb0583d4
       uri: huggingface://bartowski/ozone-ai_Reverb-7b-GGUF/ozone-ai_Reverb-7b-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "ozone-research_chirp-01"
+  urls:
+    - https://huggingface.co/ozone-research/Chirp-01
+    - https://huggingface.co/bartowski/ozone-research_Chirp-01-GGUF
+  description: |
+    Chirp-3b is a high-performing 3B parameter language model crafted by the Ozone Research team. Fine-tuned from a robust base model (Qwen2.5 3B Instruct), it was trained on 50 million tokens of distilled data from GPT-4o. This compact yet powerful model delivers exceptional results, outperforming expectations on benchmarks like MMLU Pro and IFEval.
+
+    Chirp-3b is an open-source effort to push the limits of what small-scale LLMs can achieve, making it a valuable tool for researchers and enthusiasts alike.
+  overrides:
+    parameters:
+      model: ozone-research_Chirp-01-Q4_K_M.gguf
+  files:
+    - filename: ozone-research_Chirp-01-Q4_K_M.gguf
+      sha256: 4ca7328f9b649755077c9064de0b9748d9f12a2e4ce8f493c94e1b19a8b5a035
+      uri: huggingface://bartowski/ozone-research_Chirp-01-GGUF/ozone-research_Chirp-01-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From fb55e3df57031509f9e8661d2feb92039ce240e8 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 1 Mar 2025 09:07:01 +0100
Subject: [PATCH 273/679] chore(model gallery): add ozone-research_0x-lite
 (#4923)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 6ea4c35f..0c3ebe0a 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -4197,6 +4197,20 @@
     - filename: ozone-research_Chirp-01-Q4_K_M.gguf
       sha256: 4ca7328f9b649755077c9064de0b9748d9f12a2e4ce8f493c94e1b19a8b5a035
       uri: huggingface://bartowski/ozone-research_Chirp-01-GGUF/ozone-research_Chirp-01-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "ozone-research_0x-lite"
+  urls:
+    - https://huggingface.co/ozone-research/0x-lite
+    - https://huggingface.co/bartowski/ozone-research_0x-lite-GGUF
+  description: |
+    0x Lite is a state-of-the-art language model developed by Ozone AI, designed to deliver ultra-high-quality text generation capabilities while maintaining a compact and efficient architecture. Built on the latest advancements in natural language processing, 0x Lite is optimized for both speed and accuracy, making it a strong contender in the space of language models. It is particularly well-suited for applications where resource constraints are a concern, offering a lightweight alternative to larger models like GPT while still delivering comparable performance.
+  overrides:
+    parameters:
+      model: ozone-research_0x-lite-Q4_K_M.gguf
+  files:
+    - filename: ozone-research_0x-lite-Q4_K_M.gguf
+      sha256: c11f3bd1c607ca329f48d1b6a3e540ac4c5ea8d57097550639709d9202b7f405
+      uri: huggingface://bartowski/ozone-research_0x-lite-GGUF/ozone-research_0x-lite-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From 3c279e5568e2e1d1d021c05f1bd4604041854a6d Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 1 Mar 2025 09:10:04 +0100
Subject: [PATCH 274/679] chore(model gallery): add
 allenai_olmocr-7b-0225-preview (#4924)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 16 ++++++++++++++++
 1 file changed, 16 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 0c3ebe0a..c5f14503 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -4211,6 +4211,22 @@
     - filename: ozone-research_0x-lite-Q4_K_M.gguf
       sha256: c11f3bd1c607ca329f48d1b6a3e540ac4c5ea8d57097550639709d9202b7f405
       uri: huggingface://bartowski/ozone-research_0x-lite-GGUF/ozone-research_0x-lite-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "allenai_olmocr-7b-0225-preview"
+  icon: https://huggingface.co/datasets/allenai/blog-images/resolve/main/olmocr/olmocr.png
+  urls:
+    - https://huggingface.co/allenai/olmOCR-7B-0225-preview
+    - https://huggingface.co/bartowski/allenai_olmOCR-7B-0225-preview-GGUF
+    - https://olmocr.allenai.org/papers/olmocr.pdf
+  description: |
+    This is a preview release of the olmOCR model that's fine tuned from Qwen2-VL-7B-Instruct using the olmOCR-mix-0225 dataset.
+  overrides:
+    parameters:
+      model: allenai_olmOCR-7B-0225-preview-Q4_K_M.gguf
+  files:
+    - filename: allenai_olmOCR-7B-0225-preview-Q4_K_M.gguf
+      sha256: 0a5603f95ba59828061d315b7869e021ea1b86e2dececaba8a1f9bcc3f81e84a
+      uri: huggingface://bartowski/allenai_olmOCR-7B-0225-preview-GGUF/allenai_olmOCR-7B-0225-preview-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From 1cb137bd2d1442851c20e6d081086ba63a78b269 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 1 Mar 2025 17:07:12 +0100
Subject: [PATCH 275/679] fix(deephermes): correct typo

Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
---
 gallery/deephermes.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/gallery/deephermes.yaml b/gallery/deephermes.yaml
index 510ef5a0..93d5c793 100644
--- a/gallery/deephermes.yaml
+++ b/gallery/deephermes.yaml
@@ -13,7 +13,7 @@ config_file: |
     disable_no_action: true
     grammar:
       triggers:
-        word: "<tool_call>"
+      - word: "<tool_call>"
         at_start: false
   template:
     chat_message: |

From d860932dcdd83aee238a8a6a01272565f5769617 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@localai.io>
Date: Sat, 1 Mar 2025 21:16:10 +0100
Subject: [PATCH 276/679] fix(chatml): add endoftext stopword

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/chatml.yaml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/gallery/chatml.yaml b/gallery/chatml.yaml
index 94576f82..abaf3209 100644
--- a/gallery/chatml.yaml
+++ b/gallery/chatml.yaml
@@ -38,3 +38,4 @@ config_file: |
   - '<|im_end|>'
   - '<dummy32000>'
   - '</s>'
+  - '<|endoftext|>'

From 0a8ec1eb223c6dd8cd44602de1a9172b4e98e676 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Sun, 2 Mar 2025 10:02:49 +0100
Subject: [PATCH 277/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `1782cdfed60952f9ff333fc2ab5245f2be702453` (#4926)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index e1ff5979..c98c3395 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=06c2b1561d8b882bc018554591f8c35eb04ad30e
+CPPLLAMA_VERSION?=1782cdfed60952f9ff333fc2ab5245f2be702453
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 0404d98190ed9e97fd4293d52112ae46d52e61bc Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 2 Mar 2025 10:19:27 +0100
Subject: [PATCH 278/679] chore(model gallery): add
 ibm-granite_granite-3.2-8b-instruct (#4927)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/granite3-2.yaml | 43 +++++++++++++++++++++++++++++++++++++++++
 gallery/index.yaml      | 15 ++++++++++++++
 2 files changed, 58 insertions(+)
 create mode 100644 gallery/granite3-2.yaml

diff --git a/gallery/granite3-2.yaml b/gallery/granite3-2.yaml
new file mode 100644
index 00000000..8a4a9b88
--- /dev/null
+++ b/gallery/granite3-2.yaml
@@ -0,0 +1,43 @@
+---
+name: "granite-3.2"
+
+config_file: |
+  mmap: true
+  template:
+    chat_message: |
+      <|start_of_role|>{{ .RoleName }}<|end_of_role|>
+      {{ if .FunctionCall -}}
+      Function call:
+      {{ else if eq .RoleName "tool" -}}
+      Function response:
+      {{ end -}}
+      {{ if .Content -}}
+      {{.Content }}
+      {{ end -}}
+      {{ if .FunctionCall -}}
+      {{toJson .FunctionCall}}
+      {{ end -}}
+      <|end_of_text|>
+    function: |
+      <|start_of_role|>system<|end_of_role|>
+      You are a helpful AI assistant with access to the following tools. When a tool is required to answer the user's query, respond with <|tool_call|> followed by a JSON list of tools used. If a tool does not exist in the provided list of tools, notify the user that you do not have the ability to fulfill the request.
+
+      Write the response to the user's input by strictly aligning with the facts in the provided documents. If the information needed to answer the question is not available in the documents, inform the user that the question cannot be answered based on the available data.
+      {{range .Functions}}
+      {'type': 'function', 'function': {'name': '{{.Name}}', 'description': '{{.Description}}', 'parameters': {{toJson .Parameters}} }}
+      {{end}}
+      For each function call return a json object with function name and arguments
+      {{.Input -}}
+      <|start_of_role|>assistant<|end_of_role|>
+    chat: |
+      {{.Input -}}
+      <|start_of_role|>assistant<|end_of_role|>
+    completion: |
+      {{.Input}}
+  context_size: 8192
+  f16: true
+  stopwords:
+  - '<|im_end|>'
+  - '<dummy32000>'
+  - '</s>'
+  - '<|end_of_text|>'
diff --git a/gallery/index.yaml b/gallery/index.yaml
index c5f14503..7c0fb7e9 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -1079,6 +1079,21 @@
     - filename: MoE-Girl-800MA-3BT.Q4_K_M.gguf
       sha256: 4c3cb57c27aadabd05573a1a01d6c7aee0f21620db919c7704f758d172e0bfa3
       uri: huggingface://mradermacher/MoE-Girl-800MA-3BT-GGUF/MoE-Girl-800MA-3BT.Q4_K_M.gguf
+- !!merge <<: *granite3
+  url: "github:mudler/LocalAI/gallery/granite3-2.yaml@master"
+  name: "ibm-granite_granite-3.2-8b-instruct"
+  urls:
+    - https://huggingface.co/ibm-granite/granite-3.2-8b-instruct
+    - https://huggingface.co/bartowski/ibm-granite_granite-3.2-8b-instruct-GGUF
+  description: |
+    Granite-3.2-8B-Instruct is an 8-billion-parameter, long-context AI model fine-tuned for thinking capabilities. Built on top of Granite-3.1-8B-Instruct, it has been trained using a mix of permissively licensed open-source datasets and internally generated synthetic data designed for reasoning tasks. The model allows controllability of its thinking capability, ensuring it is applied only when required.
+  overrides:
+    parameters:
+      model: ibm-granite_granite-3.2-8b-instruct-Q4_K_M.gguf
+  files:
+    - filename: ibm-granite_granite-3.2-8b-instruct-Q4_K_M.gguf
+      sha256: bd041eb5bc5e75e4f9a863372000046fd6490374f4dec07f399ca152b1df09c2
+      uri: huggingface://bartowski/ibm-granite_granite-3.2-8b-instruct-GGUF/ibm-granite_granite-3.2-8b-instruct-Q4_K_M.gguf
 - name: "moe-girl-1ba-7bt-i1"
   icon: https://cdn-uploads.huggingface.co/production/uploads/634262af8d8089ebaefd410e/kTXXSSSqpb21rfyOX7FUa.jpeg
   # chatml

From 326be287da12a29f702bd2660268e415f7b45aa4 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 2 Mar 2025 10:22:35 +0100
Subject: [PATCH 279/679] chore(model gallery): add
 ibm-granite_granite-3.2-2b-instruct (#4928)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 7c0fb7e9..2dc2d340 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -1094,6 +1094,21 @@
     - filename: ibm-granite_granite-3.2-8b-instruct-Q4_K_M.gguf
       sha256: bd041eb5bc5e75e4f9a863372000046fd6490374f4dec07f399ca152b1df09c2
       uri: huggingface://bartowski/ibm-granite_granite-3.2-8b-instruct-GGUF/ibm-granite_granite-3.2-8b-instruct-Q4_K_M.gguf
+- !!merge <<: *granite3
+  name: "ibm-granite_granite-3.2-2b-instruct"
+  url: "github:mudler/LocalAI/gallery/granite3-2.yaml@master"
+  urls:
+    - https://huggingface.co/ibm-granite/granite-3.2-2b-instruct
+    - https://huggingface.co/bartowski/ibm-granite_granite-3.2-2b-instruct-GGUF
+  description: |
+    Granite-3.2-2B-Instruct is an 2-billion-parameter, long-context AI model fine-tuned for thinking capabilities. Built on top of Granite-3.1-2B-Instruct, it has been trained using a mix of permissively licensed open-source datasets and internally generated synthetic data designed for reasoning tasks. The model allows controllability of its thinking capability, ensuring it is applied only when required.
+  overrides:
+    parameters:
+      model: ibm-granite_granite-3.2-2b-instruct-Q4_K_M.gguf
+  files:
+    - filename: ibm-granite_granite-3.2-2b-instruct-Q4_K_M.gguf
+      sha256: e1b915b0849becf4fdda188dee7b09cbebbfabd71c6f3f2b75dd3eca0a8fded1
+      uri: huggingface://bartowski/ibm-granite_granite-3.2-2b-instruct-GGUF/ibm-granite_granite-3.2-2b-instruct-Q4_K_M.gguf
 - name: "moe-girl-1ba-7bt-i1"
   icon: https://cdn-uploads.huggingface.co/production/uploads/634262af8d8089ebaefd410e/kTXXSSSqpb21rfyOX7FUa.jpeg
   # chatml

From 695f81a08baaff6045765c0c495def89043f0e2f Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 2 Mar 2025 10:24:17 +0100
Subject: [PATCH 280/679] chore(model gallery): add qihoo360_tinyr1-32b-preview
 (#4929)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 16 ++++++++++++++++
 1 file changed, 16 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 2dc2d340..b2d4fad2 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -6654,6 +6654,22 @@
     - filename: perplexity-ai_r1-1776-distill-llama-70b-Q4_K_M.gguf
       sha256: 4030b5778cbbd0723454c9a0c340c32dc4e86a98d46f5e6083527da6a9c90012
       uri: huggingface://bartowski/perplexity-ai_r1-1776-distill-llama-70b-GGUF/perplexity-ai_r1-1776-distill-llama-70b-Q4_K_M.gguf
+- !!merge <<: *deepseek-r1
+  name: "qihoo360_tinyr1-32b-preview"
+  urls:
+    - https://huggingface.co/qihoo360/TinyR1-32B-Preview
+    - https://huggingface.co/bartowski/qihoo360_TinyR1-32B-Preview-GGUF
+  description: |
+    We introduce our first-generation reasoning model, Tiny-R1-32B-Preview, which outperforms the 70B model Deepseek-R1-Distill-Llama-70B and nearly matches the full R1 model in math.
+
+    We applied supervised fine-tuning (SFT) to Deepseek-R1-Distill-Qwen-32B across three target domains—Mathematics, Code, and Science — using the 360-LLaMA-Factory training framework to produce three domain-specific models. We used questions from open-source data as seeds. Meanwhile, responses for mathematics, coding, and science tasks were generated by R1, creating specialized models for each domain. Building on this, we leveraged the Mergekit tool from the Arcee team to combine multiple models, creating Tiny-R1-32B-Preview, which demonstrates strong overall performance.
+  overrides:
+    parameters:
+      model: qihoo360_TinyR1-32B-Preview-Q4_K_M.gguf
+  files:
+    - filename: qihoo360_TinyR1-32B-Preview-Q4_K_M.gguf
+      sha256: 4eb3df9cc3d74e1dd75924a39b2ce7466a1053240375d5c969ea24b6045c2a09
+      uri: huggingface://bartowski/qihoo360_TinyR1-32B-Preview-GGUF/qihoo360_TinyR1-32B-Preview-Q4_K_M.gguf
 - &qwen2
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master" ## Start QWEN2
   name: "qwen2-7b-instruct"

From ff85f0145988905bfdae50a363b44c43a3c25913 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 2 Mar 2025 10:29:28 +0100
Subject: [PATCH 281/679] chore(model gallery): add
 thedrummer_fallen-llama-3.3-r1-70b-v1 (#4930)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 19 +++++++++++++++++++
 1 file changed, 19 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index b2d4fad2..cbf99001 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -6670,6 +6670,25 @@
     - filename: qihoo360_TinyR1-32B-Preview-Q4_K_M.gguf
       sha256: 4eb3df9cc3d74e1dd75924a39b2ce7466a1053240375d5c969ea24b6045c2a09
       uri: huggingface://bartowski/qihoo360_TinyR1-32B-Preview-GGUF/qihoo360_TinyR1-32B-Preview-Q4_K_M.gguf
+- !!merge <<: *deepseek-r1
+  name: "thedrummer_fallen-llama-3.3-r1-70b-v1"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/65f2fd1c25b848bd061b5c2e/7BdBxwafsvzqPC98h_gaA.png
+  urls:
+    - https://huggingface.co/TheDrummer/Fallen-Llama-3.3-R1-70B-v1
+    - https://huggingface.co/bartowski/TheDrummer_Fallen-Llama-3.3-R1-70B-v1-GGUF
+  description: |
+    Fallen Llama 3.3 R1 70B v1 is an evil tune of Deepseek's R1 Distill on Llama 3.3 70B.
+
+    Not only is it decensored, but it's capable of spouting vitriolic tokens when prompted.
+
+    Free from its restraints: censorship and positivity, I hope it serves as good mergefuel.
+  overrides:
+    parameters:
+      model: TheDrummer_Fallen-Llama-3.3-R1-70B-v1-Q4_K_M.gguf
+  files:
+    - filename: TheDrummer_Fallen-Llama-3.3-R1-70B-v1-Q4_K_M.gguf
+      sha256: 889455f0c747f2c444818c68169384d3da4830156d2a19906d7d6adf48b243df
+      uri: huggingface://bartowski/TheDrummer_Fallen-Llama-3.3-R1-70B-v1-GGUF/TheDrummer_Fallen-Llama-3.3-R1-70B-v1-Q4_K_M.gguf
 - &qwen2
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master" ## Start QWEN2
   name: "qwen2-7b-instruct"

From a7b4001b753fde60302f38c3abaa38483007422f Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 2 Mar 2025 16:07:32 +0100
Subject: [PATCH 282/679] feat: allow to specify a reply prefix (#4931)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 core/backend/llm.go           | 12 +++++++-
 core/config/backend_config.go | 52 ++++++++++++++++++-----------------
 2 files changed, 38 insertions(+), 26 deletions(-)

diff --git a/core/backend/llm.go b/core/backend/llm.go
index 1cad6db5..14eb8569 100644
--- a/core/backend/llm.go
+++ b/core/backend/llm.go
@@ -116,6 +116,11 @@ func ModelInference(ctx context.Context, s string, messages []schema.Message, im
 		}
 
 		if tokenCallback != nil {
+
+			if c.TemplateConfig.ReplyPrefix != "" {
+				tokenCallback(c.TemplateConfig.ReplyPrefix, tokenUsage)
+			}
+
 			ss := ""
 
 			var partialRune []byte
@@ -165,8 +170,13 @@ func ModelInference(ctx context.Context, s string, messages []schema.Message, im
 			tokenUsage.TimingTokenGeneration = reply.TimingTokenGeneration
 			tokenUsage.TimingPromptProcessing = reply.TimingPromptProcessing
 
+			response := string(reply.Message)
+			if c.TemplateConfig.ReplyPrefix != "" {
+				response = c.TemplateConfig.ReplyPrefix + response
+			}
+
 			return LLMResponse{
-				Response: string(reply.Message),
+				Response: response,
 				Usage:    tokenUsage,
 			}, err
 		}
diff --git a/core/config/backend_config.go b/core/config/backend_config.go
index 1da58c9d..56ffa38c 100644
--- a/core/config/backend_config.go
+++ b/core/config/backend_config.go
@@ -130,28 +130,28 @@ type LLMConfig struct {
 	TrimSpace       []string `yaml:"trimspace"`
 	TrimSuffix      []string `yaml:"trimsuffix"`
 
-	ContextSize          *int               `yaml:"context_size"`
-	NUMA                 bool               `yaml:"numa"`
-	LoraAdapter          string             `yaml:"lora_adapter"`
-	LoraBase             string             `yaml:"lora_base"`
-	LoraAdapters         []string           `yaml:"lora_adapters"`
-	LoraScales           []float32          `yaml:"lora_scales"`
-	LoraScale            float32            `yaml:"lora_scale"`
-	NoMulMatQ            bool               `yaml:"no_mulmatq"`
-	DraftModel           string             `yaml:"draft_model"`
-	NDraft               int32              `yaml:"n_draft"`
-	Quantization         string             `yaml:"quantization"`
-	LoadFormat           string             `yaml:"load_format"`
-	GPUMemoryUtilization float32            `yaml:"gpu_memory_utilization"` // vLLM
-	TrustRemoteCode      bool               `yaml:"trust_remote_code"`      // vLLM
-	EnforceEager         bool               `yaml:"enforce_eager"`          // vLLM
-	SwapSpace            int                `yaml:"swap_space"`             // vLLM
-	MaxModelLen          int                `yaml:"max_model_len"`          // vLLM
-	TensorParallelSize   int                `yaml:"tensor_parallel_size"`   // vLLM
-	DisableLogStatus     bool               `yaml:"disable_log_stats"`      // vLLM
-	DType                string             `yaml:"dtype"`                  // vLLM
-	LimitMMPerPrompt     LimitMMPerPrompt   `yaml:"limit_mm_per_prompt"`    // vLLM
-	MMProj               string             `yaml:"mmproj"`
+	ContextSize          *int             `yaml:"context_size"`
+	NUMA                 bool             `yaml:"numa"`
+	LoraAdapter          string           `yaml:"lora_adapter"`
+	LoraBase             string           `yaml:"lora_base"`
+	LoraAdapters         []string         `yaml:"lora_adapters"`
+	LoraScales           []float32        `yaml:"lora_scales"`
+	LoraScale            float32          `yaml:"lora_scale"`
+	NoMulMatQ            bool             `yaml:"no_mulmatq"`
+	DraftModel           string           `yaml:"draft_model"`
+	NDraft               int32            `yaml:"n_draft"`
+	Quantization         string           `yaml:"quantization"`
+	LoadFormat           string           `yaml:"load_format"`
+	GPUMemoryUtilization float32          `yaml:"gpu_memory_utilization"` // vLLM
+	TrustRemoteCode      bool             `yaml:"trust_remote_code"`      // vLLM
+	EnforceEager         bool             `yaml:"enforce_eager"`          // vLLM
+	SwapSpace            int              `yaml:"swap_space"`             // vLLM
+	MaxModelLen          int              `yaml:"max_model_len"`          // vLLM
+	TensorParallelSize   int              `yaml:"tensor_parallel_size"`   // vLLM
+	DisableLogStatus     bool             `yaml:"disable_log_stats"`      // vLLM
+	DType                string           `yaml:"dtype"`                  // vLLM
+	LimitMMPerPrompt     LimitMMPerPrompt `yaml:"limit_mm_per_prompt"`    // vLLM
+	MMProj               string           `yaml:"mmproj"`
 
 	FlashAttention bool   `yaml:"flash_attention"`
 	NoKVOffloading bool   `yaml:"no_kv_offloading"`
@@ -171,9 +171,9 @@ type LLMConfig struct {
 
 // LimitMMPerPrompt is a struct that holds the configuration for the limit-mm-per-prompt config in vLLM
 type LimitMMPerPrompt struct {
-	LimitImagePerPrompt   int   `yaml:"image"`
-	LimitVideoPerPrompt   int   `yaml:"video"`
-	LimitAudioPerPrompt   int   `yaml:"audio"`
+	LimitImagePerPrompt int `yaml:"image"`
+	LimitVideoPerPrompt int `yaml:"video"`
+	LimitAudioPerPrompt int `yaml:"audio"`
 }
 
 // AutoGPTQ is a struct that holds the configuration specific to the AutoGPTQ backend
@@ -213,6 +213,8 @@ type TemplateConfig struct {
 	Multimodal string `yaml:"multimodal"`
 
 	JinjaTemplate bool `yaml:"jinja_template"`
+
+	ReplyPrefix string `yaml:"reply_prefix"`
 }
 
 func (c *BackendConfig) UnmarshalYAML(value *yaml.Node) error {

From d616058b124cddc09ef3d80f391821509da07eb3 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Sun, 2 Mar 2025 23:27:01 +0100
Subject: [PATCH 283/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `14dec0c2f29ae56917907dbf2eed6b19438d0a0e` (#4932)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index c98c3395..2ab10ff0 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=1782cdfed60952f9ff333fc2ab5245f2be702453
+CPPLLAMA_VERSION?=14dec0c2f29ae56917907dbf2eed6b19438d0a0e
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From c92166f38ad01790301c49db212bba7a0eeec3e4 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 3 Mar 2025 09:22:22 +0100
Subject: [PATCH 284/679] chore(model gallery): add
 steelskull_l3.3-mokume-gane-r1-70b-v1.1 (#4933)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index cbf99001..0bb3e5ef 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -757,6 +757,21 @@
     - filename: LatitudeGames_Wayfarer-Large-70B-Llama-3.3-Q4_K_M.gguf
       sha256: 5b9f6923e247e5c6db3fc0f6fe558939b51b5fe1003d83cf5c10e74b586a1bf8
       uri: huggingface://bartowski/LatitudeGames_Wayfarer-Large-70B-Llama-3.3-GGUF/LatitudeGames_Wayfarer-Large-70B-Llama-3.3-Q4_K_M.gguf
+- !!merge <<: *llama33
+  name: "steelskull_l3.3-mokume-gane-r1-70b-v1.1"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/64545af5ec40bbbd01242ca6/F_aK-DO_bMK7fWpDaHoNd.jpeg
+  urls:
+    - https://huggingface.co/Steelskull/L3.3-Mokume-Gane-R1-70b-v1.1
+    - https://huggingface.co/bartowski/Steelskull_L3.3-Mokume-Gane-R1-70b-v1.1-GGUF
+  description: |
+    Named after the Japanese metalworking technique 'Mokume-gane' (木目金), meaning 'wood grain metal', this model embodies the artistry of creating distinctive layered patterns through the careful mixing of different components. Just as Mokume-gane craftsmen blend various metals to create unique visual patterns, this model combines specialized AI components to generate creative and unexpected outputs.
+  overrides:
+    parameters:
+      model: Steelskull_L3.3-Mokume-Gane-R1-70b-v1.1-Q4_K_M.gguf
+  files:
+    - filename: Steelskull_L3.3-Mokume-Gane-R1-70b-v1.1-Q4_K_M.gguf
+      sha256: f91b7f7f35b0d23971595773cdc8151f6d6a33427f170dc2216e005b5fd09776
+      uri: huggingface://bartowski/Steelskull_L3.3-Mokume-Gane-R1-70b-v1.1-GGUF/Steelskull_L3.3-Mokume-Gane-R1-70b-v1.1-Q4_K_M.gguf
 - &rwkv
   url: "github:mudler/LocalAI/gallery/rwkv.yaml@master"
   name: "rwkv-6-world-7b"

From 8664b1c7a2776d700f0bd012890c3ab78040fb1f Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 3 Mar 2025 19:56:41 +0000
Subject: [PATCH 285/679] chore(deps): Bump docs/themes/hugo-theme-relearn from
 `02bba0f` to `4a4b60e` (#4934)

chore(deps): Bump docs/themes/hugo-theme-relearn

Bumps [docs/themes/hugo-theme-relearn](https://github.com/McShelby/hugo-theme-relearn) from `02bba0f` to `4a4b60e`.
- [Release notes](https://github.com/McShelby/hugo-theme-relearn/releases)
- [Commits](https://github.com/McShelby/hugo-theme-relearn/compare/02bba0f199da2bfa9555c9a0999f3e93c98e0561...4a4b60ef048a8d78397eefb8be672b6df9fe0830)

---
updated-dependencies:
- dependency-name: docs/themes/hugo-theme-relearn
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 docs/themes/hugo-theme-relearn | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/themes/hugo-theme-relearn b/docs/themes/hugo-theme-relearn
index 02bba0f1..4a4b60ef 160000
--- a/docs/themes/hugo-theme-relearn
+++ b/docs/themes/hugo-theme-relearn
@@ -1 +1 @@
-Subproject commit 02bba0f199da2bfa9555c9a0999f3e93c98e0561
+Subproject commit 4a4b60ef048a8d78397eefb8be672b6df9fe0830

From 122970d70d29b6512b3401a36229d2f4582559a6 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Mon, 3 Mar 2025 22:50:31 +0100
Subject: [PATCH 286/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `dfd6b2c0be191b3abe2fd9c1b25deff01c6249d8` (#4936)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 2ab10ff0..4f1fdc13 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=14dec0c2f29ae56917907dbf2eed6b19438d0a0e
+CPPLLAMA_VERSION?=dfd6b2c0be191b3abe2fd9c1b25deff01c6249d8
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 6f9762049c1052ecdb1998c7bc4d20907fbb4d04 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 4 Mar 2025 09:53:23 +0100
Subject: [PATCH 287/679] chore(model gallery): update
 qihoo360_tinyr1-32b-preview (#4937)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 0bb3e5ef..ed32fef4 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -6673,18 +6673,18 @@
   name: "qihoo360_tinyr1-32b-preview"
   urls:
     - https://huggingface.co/qihoo360/TinyR1-32B-Preview
-    - https://huggingface.co/bartowski/qihoo360_TinyR1-32B-Preview-GGUF
+    - https://huggingface.co/bartowski/qihoo360_TinyR1-32B-Preview-v0.2-GGUF
   description: |
     We introduce our first-generation reasoning model, Tiny-R1-32B-Preview, which outperforms the 70B model Deepseek-R1-Distill-Llama-70B and nearly matches the full R1 model in math.
 
     We applied supervised fine-tuning (SFT) to Deepseek-R1-Distill-Qwen-32B across three target domains—Mathematics, Code, and Science — using the 360-LLaMA-Factory training framework to produce three domain-specific models. We used questions from open-source data as seeds. Meanwhile, responses for mathematics, coding, and science tasks were generated by R1, creating specialized models for each domain. Building on this, we leveraged the Mergekit tool from the Arcee team to combine multiple models, creating Tiny-R1-32B-Preview, which demonstrates strong overall performance.
   overrides:
     parameters:
-      model: qihoo360_TinyR1-32B-Preview-Q4_K_M.gguf
+      model: qihoo360_TinyR1-32B-Preview-v0.2-Q4_K_M.gguf
   files:
-    - filename: qihoo360_TinyR1-32B-Preview-Q4_K_M.gguf
-      sha256: 4eb3df9cc3d74e1dd75924a39b2ce7466a1053240375d5c969ea24b6045c2a09
-      uri: huggingface://bartowski/qihoo360_TinyR1-32B-Preview-GGUF/qihoo360_TinyR1-32B-Preview-Q4_K_M.gguf
+    - filename: qihoo360_TinyR1-32B-Preview-v0.2-Q4_K_M.gguf
+      sha256: 250e38d6164798a6aa0d5a9208722f835fc6a1a582aeff884bdedb123d209d47
+      uri: huggingface://bartowski/qihoo360_TinyR1-32B-Preview-v0.2-GGUF/qihoo360_TinyR1-32B-Preview-v0.2-Q4_K_M.gguf
 - !!merge <<: *deepseek-r1
   name: "thedrummer_fallen-llama-3.3-r1-70b-v1"
   icon: https://cdn-uploads.huggingface.co/production/uploads/65f2fd1c25b848bd061b5c2e/7BdBxwafsvzqPC98h_gaA.png

From afe65bd7bfe551669e201bf8a9e5d1d6cf974c64 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 4 Mar 2025 09:56:31 +0100
Subject: [PATCH 288/679] chore(model gallery): add
 l3.3-geneticlemonade-unleashed-70b-i1 (#4938)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 19 +++++++++++++++++++
 1 file changed, 19 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index ed32fef4..c8d3f5d5 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -772,6 +772,25 @@
     - filename: Steelskull_L3.3-Mokume-Gane-R1-70b-v1.1-Q4_K_M.gguf
       sha256: f91b7f7f35b0d23971595773cdc8151f6d6a33427f170dc2216e005b5fd09776
       uri: huggingface://bartowski/Steelskull_L3.3-Mokume-Gane-R1-70b-v1.1-GGUF/Steelskull_L3.3-Mokume-Gane-R1-70b-v1.1-Q4_K_M.gguf
+- !!merge <<: *llama33
+  name: "l3.3-geneticlemonade-unleashed-70b-i1"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/65b19c6c638328850e12d38c/P8HgQAzAjEWE67u9sSKJz.png
+  urls:
+    - https://huggingface.co/zerofata/L3.3-GeneticLemonade-Unleashed-70B
+    - https://huggingface.co/mradermacher/L3.3-GeneticLemonade-Unleashed-70B-i1-GGUF
+  description: |
+    Inspired to learn how to merge by the Nevoria series from SteelSkull.
+
+    This model is the result of a few dozen different attempts of learning how to merge.
+
+    Designed for RP, this model is mostly uncensored and focused around striking a balance between writing style, creativity and intelligence.
+  overrides:
+    parameters:
+      model: L3.3-GeneticLemonade-Unleashed-70B.i1-Q4_K_M.gguf
+  files:
+    - filename: L3.3-GeneticLemonade-Unleashed-70B.i1-Q4_K_M.gguf
+      sha256: c1f5527ee6a5dec99d19d795430570c3af7efc969c30aca2c22b601af6ac4fe4
+      uri: huggingface://mradermacher/L3.3-GeneticLemonade-Unleashed-70B-i1-GGUF/L3.3-GeneticLemonade-Unleashed-70B.i1-Q4_K_M.gguf
 - &rwkv
   url: "github:mudler/LocalAI/gallery/rwkv.yaml@master"
   name: "rwkv-6-world-7b"

From 941a4fc50e57fecf8d87f716b8fd7d7cee79872c Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 4 Mar 2025 10:01:23 +0100
Subject: [PATCH 289/679] chore(model gallery): add boomer_qwen_72b-i1 (#4939)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 36 ++++++++++++++++++++++++++++++++++++
 1 file changed, 36 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index c8d3f5d5..fcdd0b84 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -4291,6 +4291,42 @@
     - filename: allenai_olmOCR-7B-0225-preview-Q4_K_M.gguf
       sha256: 0a5603f95ba59828061d315b7869e021ea1b86e2dececaba8a1f9bcc3f81e84a
       uri: huggingface://bartowski/allenai_olmOCR-7B-0225-preview-GGUF/allenai_olmOCR-7B-0225-preview-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "boomer_qwen_72b-i1"
+  icon: https://huggingface.co/SicariusSicariiStuff/Boomer_Qwen_72B/resolve/main/Images/03.png
+  urls:
+    - https://huggingface.co/SicariusSicariiStuff/Boomer_Qwen_72B
+    - https://huggingface.co/mradermacher/Boomer_Qwen_72B-i1-GGUF
+  description: |
+    An absolute unit derived from Qwen-72B, but turbo-charged with pure unfiltered boomer sigma grindset energy. This model has internalized decades of "back in my day" wisdom and distilled it into the most powerful financial NLP system ever created.
+
+    Core features:
+
+        Programmed to automatically respond "Just buy the dip" to any market analysis
+        Enhanced pattern recognition for spotting "kids these days" scenarios
+        Built-in mortgage calculator that always concludes "rent is throwing money away"
+        Advanced NLP pipeline for transforming any input into "when I was your age" narratives
+        Hardwired belief in "number go up" as the fundamental law of economics
+
+    Training methodology: Collected prime boomer wisdom from countless Facebook rants, Thanksgiving dinner lectures, and unsolicited advice sessions. Fed it through Qwen's architecture until it achieved enlightenment and started spontaneously generating complaints about avocado toast.
+
+    Performance metrics: Achieves SOTA results on:
+
+        Real estate evangelism
+        "Pull yourself up by your bootstraps" pep talks
+        Gold standard nostalgia generation
+        Market timing (but only in retrospect)
+
+    Basically took the raw computational power of Qwen-72B and gave it a healthy dose of "they don't make 'em like they used to" energy. The result? A model that knows the secret to success is just working hard and investing in the S&P 500.
+
+    Warning: May spontaneously generate advice about starting in the mail room and working your way up to CEO.
+  overrides:
+    parameters:
+      model: Boomer_Qwen_72B.i1-Q4_K_M.gguf
+  files:
+    - filename: Boomer_Qwen_72B.i1-Q4_K_M.gguf
+      sha256: 5cee89356d512874ca45f516c322d99f2b3534db5a3acd43a96c031cced3bc75
+      uri: huggingface://mradermacher/Boomer_Qwen_72B-i1-GGUF/Boomer_Qwen_72B.i1-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From bb171a39b31de4f9b5ab1d29315c56710718328d Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 4 Mar 2025 10:07:38 +0100
Subject: [PATCH 290/679] chore(model gallery): add llama-3.3-magicalgirl-2
 (#4940)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 26 ++++++++++++++++++++++++++
 1 file changed, 26 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index fcdd0b84..2ade8bfa 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -791,6 +791,32 @@
     - filename: L3.3-GeneticLemonade-Unleashed-70B.i1-Q4_K_M.gguf
       sha256: c1f5527ee6a5dec99d19d795430570c3af7efc969c30aca2c22b601af6ac4fe4
       uri: huggingface://mradermacher/L3.3-GeneticLemonade-Unleashed-70B-i1-GGUF/L3.3-GeneticLemonade-Unleashed-70B.i1-Q4_K_M.gguf
+- !!merge <<: *llama33
+  name: "llama-3.3-magicalgirl-2"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/633e85093a17ab61de8d9073/FGK0qBGmELj6DEUxbbrdR.png
+  urls:
+    - https://huggingface.co/KaraKaraWitch/Llama-3.3-MagicalGirl-2
+    - https://huggingface.co/mradermacher/Llama-3.3-MagicalGirl-2-GGUF
+  description: |
+    New merge. This an experiment to increase the "Madness" in a model. Merge is based on top UGI-Bench models (So yeah, I would think this would be benchmaxxing.)
+
+    This is the second time I'm using SCE. The previous MagicalGirl model seems to be quite happy with it.
+
+    Added KaraKaraWitch/Llama-MiraiFanfare-3.3-70B based on feedback I got from others (People generally seem to remember this rather than other models). So I'm not sure how this would play into the merge.
+    The following models were included in the merge:
+
+        TheDrummer/Anubis-70B-v1
+        SicariusSicariiStuff/Negative_LLAMA_70B
+        LatitudeGames/Wayfarer-Large-70B-Llama-3.3
+        KaraKaraWitch/Llama-MiraiFanfare-3.3-70B
+        Black-Ink-Guild/Pernicious_Prophecy_70B
+  overrides:
+    parameters:
+      model: Llama-3.3-MagicalGirl-2.Q4_K_M.gguf
+  files:
+    - filename: Llama-3.3-MagicalGirl-2.Q4_K_M.gguf
+      sha256: 01bd7e23c764d18279da4dbd20de19e60009d6e66e8aad1c93732a33f214e6a2
+      uri: huggingface://mradermacher/Llama-3.3-MagicalGirl-2-GGUF/Llama-3.3-MagicalGirl-2.Q4_K_M.gguf
 - &rwkv
   url: "github:mudler/LocalAI/gallery/rwkv.yaml@master"
   name: "rwkv-6-world-7b"

From 807c574e91b1148589e20e2fb58159499679dbea Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 4 Mar 2025 10:33:15 +0100
Subject: [PATCH 291/679] chore(model gallery): add azura-qwen2.5-32b-i1
 (#4941)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 21 +++++++++++++++++++++
 1 file changed, 21 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 2ade8bfa..601ec226 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -4353,6 +4353,27 @@
     - filename: Boomer_Qwen_72B.i1-Q4_K_M.gguf
       sha256: 5cee89356d512874ca45f516c322d99f2b3534db5a3acd43a96c031cced3bc75
       uri: huggingface://mradermacher/Boomer_Qwen_72B-i1-GGUF/Boomer_Qwen_72B.i1-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "azura-qwen2.5-32b-i1"
+  icon: https://huggingface.co/nbeerbower/Azura-Qwen2.5-32B/resolve/main/cover.png?download=true
+  urls:
+    - https://huggingface.co/nbeerbower/Azura-Qwen2.5-32B
+    - https://huggingface.co/mradermacher/Azura-Qwen2.5-32B-i1-GGUF
+  description: |
+    This model was merged using the Model Stock merge method using nbeerbower/Dumpling-Qwen2.5-32B as a base.
+    The following models were included in the merge:
+
+    rinna/qwen2.5-bakeneko-32b-instruct
+    EVA-UNIT-01/EVA-Qwen2.5-32B-v0.2
+    zetasepic/Qwen2.5-32B-Instruct-abliterated-v2
+    nbeerbower/Dumpling-Qwen2.5-32B-v2
+  overrides:
+    parameters:
+      model: Azura-Qwen2.5-32B.i1-Q4_K_M.gguf
+  files:
+    - filename: Azura-Qwen2.5-32B.i1-Q4_K_M.gguf
+      sha256: a3ec93f192dc4ce062fd176d6615d4da34af81d909b89c372678b779a46b8d3b
+      uri: huggingface://mradermacher/Azura-Qwen2.5-32B-i1-GGUF/Azura-Qwen2.5-32B.i1-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From d732e261a46efadd9a7980d3eb4190f596a9c1fb Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Tue, 4 Mar 2025 22:46:40 +0100
Subject: [PATCH 292/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `5bbe6a9fe9a8796a9389c85accec89dbc4d91e39` (#4943)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 4f1fdc13..a7d25c7a 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=dfd6b2c0be191b3abe2fd9c1b25deff01c6249d8
+CPPLLAMA_VERSION?=5bbe6a9fe9a8796a9389c85accec89dbc4d91e39
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 6b46c527893fd529a704465920a979d59bed1619 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Wed, 5 Mar 2025 08:27:03 +0100
Subject: [PATCH 293/679] feat(ui): complete design overhaul (#4942)

This PR changes entirely the UI look and feeling. It updates all
sections and makes it also mobile-ready.

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 core/http/app.go                              |  28 +-
 core/http/elements/p2p.go                     | 126 ++--
 core/http/routes/ui.go                        |   4 +-
 core/http/static/tts.js                       | 282 +++++++--
 core/http/views/404.html                      |  57 +-
 core/http/views/explorer.html                 | 560 +++++++-----------
 core/http/views/login.html                    | 231 +++++++-
 core/http/views/p2p.html                      | 356 ++++++-----
 core/http/views/partials/footer.html          |  48 +-
 core/http/views/partials/head.html            |  23 +
 core/http/views/partials/navbar.html          | 109 +++-
 core/http/views/partials/navbar_explorer.html |  70 ++-
 core/http/views/talk.html                     | 252 ++++----
 core/http/views/text2image.html               | 208 ++++---
 core/http/views/tts.html                      | 196 +++---
 core/p2p/p2p.go                               |   1 -
 ..._suite_test.go => templates_suite_test.go} |   0
 17 files changed, 1573 insertions(+), 978 deletions(-)
 rename pkg/templates/{utils_suite_test.go => templates_suite_test.go} (100%)

diff --git a/core/http/app.go b/core/http/app.go
index ddce573a..c81f55cb 100644
--- a/core/http/app.go
+++ b/core/http/app.go
@@ -139,6 +139,20 @@ func API(application *application.Application) (*fiber.App, error) {
 		return nil, fmt.Errorf("failed to create key auth config: %w", err)
 	}
 
+	httpFS := http.FS(embedDirStatic)
+
+	router.Use(favicon.New(favicon.Config{
+		URL:        "/favicon.ico",
+		FileSystem: httpFS,
+		File:       "static/favicon.ico",
+	}))
+
+	router.Use("/static", filesystem.New(filesystem.Config{
+		Root:       httpFS,
+		PathPrefix: "static",
+		Browse:     true,
+	}))
+
 	// Auth is applied to _all_ endpoints. No exceptions. Filtering out endpoints to bypass is the role of the Filter property of the KeyAuth Configuration
 	router.Use(v2keyauth.New(*kaConfig))
 
@@ -176,20 +190,6 @@ func API(application *application.Application) (*fiber.App, error) {
 	}
 	routes.RegisterJINARoutes(router, requestExtractor, application.BackendLoader(), application.ModelLoader(), application.ApplicationConfig())
 
-	httpFS := http.FS(embedDirStatic)
-
-	router.Use(favicon.New(favicon.Config{
-		URL:        "/favicon.ico",
-		FileSystem: httpFS,
-		File:       "static/favicon.ico",
-	}))
-
-	router.Use("/static", filesystem.New(filesystem.Config{
-		Root:       httpFS,
-		PathPrefix: "static",
-		Browse:     true,
-	}))
-
 	// Define a custom 404 handler
 	// Note: keep this at the bottom!
 	router.Use(notFoundHandler)
diff --git a/core/http/elements/p2p.go b/core/http/elements/p2p.go
index 7eb10df5..6c0a5a57 100644
--- a/core/http/elements/p2p.go
+++ b/core/http/elements/p2p.go
@@ -2,6 +2,7 @@ package elements
 
 import (
 	"fmt"
+	"time"
 
 	"github.com/chasefleming/elem-go"
 	"github.com/chasefleming/elem-go/attrs"
@@ -18,19 +19,6 @@ func renderElements(n []elem.Node) string {
 }
 
 func P2PNodeStats(nodes []p2p.NodeData) string {
-	/*
-	   <div class="bg-gray-800 p-6 rounded-lg shadow-lg text-left">
-	                       <p class="text-xl font-semibold text-gray-200">Total Workers Detected: {{ len .Nodes }}</p>
-	                       {{ $online := 0 }}
-	                       {{ range .Nodes }}
-	                           {{ if .IsOnline }}
-	                               {{ $online = add $online 1 }}
-	                           {{ end }}
-	                       {{ end }}
-	                       <p class="text-xl font-semibold text-gray-200">Total Online Workers: {{$online}}</p>
-	                   </div>
-	*/
-
 	online := 0
 	for _, n := range nodes {
 		if n.IsOnline() {
@@ -38,27 +26,21 @@ func P2PNodeStats(nodes []p2p.NodeData) string {
 		}
 	}
 
-	class := "text-green-500"
+	class := "text-blue-400"
 	if online == 0 {
-		class = "text-red-500"
+		class = "text-red-400"
 	}
-	/*
-	   <i class="fas fa-circle animate-pulse text-green-500 ml-2 mr-1"></i>
-	*/
-	circle := elem.I(attrs.Props{
-		"class": "fas fa-circle animate-pulse " + class + " ml-2 mr-1",
-	})
+
 	nodesElements := []elem.Node{
 		elem.Span(
 			attrs.Props{
-				"class": class,
+				"class": class + " font-bold text-xl",
 			},
-			circle,
 			elem.Text(fmt.Sprintf("%d", online)),
 		),
 		elem.Span(
 			attrs.Props{
-				"class": "text-gray-200",
+				"class": "text-gray-300 text-xl",
 			},
 			elem.Text(fmt.Sprintf("/%d", len(nodes))),
 		),
@@ -68,77 +50,73 @@ func P2PNodeStats(nodes []p2p.NodeData) string {
 }
 
 func P2PNodeBoxes(nodes []p2p.NodeData) string {
-	/*
-			<div class="bg-gray-800 p-4 rounded-lg shadow-lg text-left">
-			<div class="flex items-center mb-2">
-				<i class="fas fa-desktop text-gray-400 mr-2"></i>
-				<span class="text-gray-200 font-semibold">{{.ID}}</span>
-			</div>
-			<p class="text-sm text-gray-400 mt-2 flex items-center">
-				Status:
-				<i class="fas fa-circle {{ if .IsOnline }}text-green-500{{ else }}text-red-500{{ end }} ml-2 mr-1"></i>
-				<span class="{{ if .IsOnline }}text-green-400{{ else }}text-red-400{{ end }}">
-					{{ if .IsOnline }}Online{{ else }}Offline{{ end }}
-				</span>
-			</p>
-		</div>
-	*/
-
 	nodesElements := []elem.Node{}
 
 	for _, n := range nodes {
+		nodeID := bluemonday.StrictPolicy().Sanitize(n.ID)
+
+		// Define status-specific classes
+		statusIconClass := "text-green-400"
+		statusText := "Online"
+		statusTextClass := "text-green-400"
+
+		if !n.IsOnline() {
+			statusIconClass = "text-red-400"
+			statusText = "Offline"
+			statusTextClass = "text-red-400"
+		}
 
 		nodesElements = append(nodesElements,
 			elem.Div(
 				attrs.Props{
-					"class": "bg-gray-700 p-6 rounded-lg shadow-lg text-left",
+					"class": "bg-gray-800/80 border border-gray-700/50 rounded-xl p-4 shadow-lg transition-all duration-300 hover:shadow-blue-900/20 hover:border-blue-700/50",
 				},
-				elem.P(
+				// Node ID and status indicator in top row
+				elem.Div(
 					attrs.Props{
-						"class": "text-sm text-gray-400 mt-2 flex",
+						"class": "flex items-center justify-between mb-3",
 					},
-					elem.I(
+					// Node ID with icon
+					elem.Div(
 						attrs.Props{
-							"class": "fas fa-desktop text-gray-400 mr-2",
+							"class": "flex items-center",
 						},
-					),
-					elem.Text("Name: "),
-					elem.Span(
-						attrs.Props{
-							"class": "text-gray-200 font-semibold ml-2 mr-1",
-						},
-						elem.Text(bluemonday.StrictPolicy().Sanitize(n.ID)),
-					),
-					elem.Text("Status: "),
-					elem.If(
-						n.IsOnline(),
 						elem.I(
 							attrs.Props{
-								"class": "fas fa-circle animate-pulse text-green-500 ml-2 mr-1",
+								"class": "fas fa-server text-blue-400 mr-2",
 							},
 						),
-						elem.I(
-							attrs.Props{
-								"class": "fas fa-circle animate-pulse text-red-500 ml-2 mr-1",
-							},
-						),
-					),
-					elem.If(
-						n.IsOnline(),
-						elem.Span(
-							attrs.Props{
-								"class": "text-green-400",
-							},
-
-							elem.Text("Online"),
-						),
 						elem.Span(
 							attrs.Props{
-								"class": "text-red-400",
+								"class": "text-white font-medium",
 							},
-							elem.Text("Offline"),
+							elem.Text(nodeID),
 						),
 					),
+					// Status indicator
+					elem.Div(
+						attrs.Props{
+							"class": "flex items-center",
+						},
+						elem.I(
+							attrs.Props{
+								"class": "fas fa-circle animate-pulse " + statusIconClass + " mr-1.5",
+							},
+						),
+						elem.Span(
+							attrs.Props{
+								"class": statusTextClass,
+							},
+							elem.Text(statusText),
+						),
+					),
+				),
+				// Bottom section with timestamp
+				elem.Div(
+					attrs.Props{
+						"class": "text-xs text-gray-400 pt-1 border-t border-gray-700/30",
+					},
+					elem.Text("Last updated: "+time.Now().UTC().Format("2006-01-02 15:04:05")),
 				),
 			))
 	}
diff --git a/core/http/routes/ui.go b/core/http/routes/ui.go
index 65d1b09c..373a983b 100644
--- a/core/http/routes/ui.go
+++ b/core/http/routes/ui.go
@@ -173,7 +173,6 @@ func RegisterUIRoutes(app *fiber.App,
 			}
 
 			if page != "" {
-				log.Debug().Msgf("page : %+v\n", page)
 				// return a subset of the models
 				pageNum, err := strconv.Atoi(page)
 				if err != nil {
@@ -193,7 +192,6 @@ func RegisterUIRoutes(app *fiber.App,
 
 				models = models.Paginate(pageNum, itemsNum)
 
-				log.Debug().Msgf("number of models : %+v\n", len(models))
 				prevPage := pageNum - 1
 				nextPage := pageNum + 1
 				if prevPage < 1 {
@@ -552,7 +550,7 @@ func RegisterUIRoutes(app *fiber.App,
 		title := "LocalAI - Generate audio"
 
 		for _, b := range backendConfigs {
-			if b.HasUsecases(config.FLAG_CHAT) {
+			if b.HasUsecases(config.FLAG_TTS) {
 				modelThatCanBeUsed = b.Name
 				title = "LocalAI - Generate audio with " + modelThatCanBeUsed
 				break
diff --git a/core/http/static/tts.js b/core/http/static/tts.js
index daead3a8..b50a7d65 100644
--- a/core/http/static/tts.js
+++ b/core/http/static/tts.js
@@ -1,64 +1,246 @@
+// Initialize Alpine store for API key management
+document.addEventListener('alpine:init', () => {
+  Alpine.store('chat', {
+    get key() {
+      return localStorage.getItem('key') || '';
+    },
+    set key(value) {
+      localStorage.setItem('key', value);
+    }
+  });
+});
+
 function submitKey(event) {
-    event.preventDefault();
-    localStorage.setItem("key", document.getElementById("apiKey").value);
-    document.getElementById("apiKey").blur();
-  }
+  event.preventDefault();
+  const keyValue = document.getElementById("apiKey").value;
+  localStorage.setItem("key", keyValue);
   
+  // Show brief visual confirmation
+  const button = event.submitter;
+  const originalIcon = button.innerHTML;
+  button.innerHTML = '<i class="fa-solid fa-check text-green-400"></i>';
+  button.classList.add('bg-green-600');
+  button.classList.remove('bg-blue-600', 'hover:bg-blue-700');
+  
+  setTimeout(() => {
+    button.innerHTML = originalIcon;
+    button.classList.remove('bg-green-600');
+    button.classList.add('bg-blue-600', 'hover:bg-blue-700');
+  }, 1000);
+  
+  document.getElementById("apiKey").blur();
+}
 
 function genAudio(event) {
   event.preventDefault();
   const input = document.getElementById("input").value;
   const key = localStorage.getItem("key");
 
-  tts(key, input);
-}
-  
-async function tts(key, input) {
-  document.getElementById("loader").style.display = "block";
-  document.getElementById("input").value = "";
-  document.getElementById("input").disabled = true;
-
-  const model = document.getElementById("tts-model").value;
-  const response = await fetch("tts", {
-    method: "POST",
-    headers: {
-      Authorization: `Bearer ${key}`,
-      "Content-Type": "application/json",
-    },
-    body: JSON.stringify({
-      model: model,
-      input: input,
-    }),
-  });
-  if (!response.ok) {
-    const jsonData = await response.json(); // Now safely parse JSON
-    var div = document.getElementById('result');
-    div.innerHTML = '<p style="color:red;">Error: ' +jsonData.error.message + '</p>';
+  if (!input.trim()) {
+    showNotification('error', 'Please enter text to convert to speech');
     return;
   }
 
-  var div = document.getElementById('result');  // Get the div by its ID
-  var link=document.createElement('a');
-  link.className = "m-2 float-right inline-block rounded bg-primary px-6 pb-2.5 mb-3 pt-2.5 text-xs font-medium uppercase leading-normal text-white shadow-primary-3 transition duration-150 ease-in-out hover:bg-primary-accent-300 hover:shadow-primary-2 focus:bg-primary-accent-300 focus:shadow-primary-2 focus:outline-none focus:ring-0 active:bg-primary-600 active:shadow-primary-2 dark:shadow-black/30 dark:hover:shadow-dark-strong dark:focus:shadow-dark-strong dark:active:shadow-dark-strong";
-  link.innerHTML = "<i class='fa-solid fa-download'></i> Download result";
-  const blob = await response.blob();
-  link.href=window.URL.createObjectURL(blob);
+  if (!key) {
+    showNotification('warning', 'API key is not set. Please set your API key first.');
+    return;
+  }
 
-  div.innerHTML = '';                             // Clear the existing content of the div
-  div.appendChild(link);                           // Add the new img element to the div
-  console.log(link)
-  document.getElementById("loader").style.display = "none";
-  document.getElementById("input").disabled = false;
+  tts(key, input);
+}
+
+function showNotification(type, message) {
+  // Remove any existing notification
+  const existingNotification = document.getElementById('notification');
+  if (existingNotification) {
+    existingNotification.remove();
+  }
+  
+  // Create new notification
+  const notification = document.createElement('div');
+  notification.id = 'notification';
+  notification.classList.add(
+    'fixed', 'top-24', 'right-4', 'z-50', 'p-4', 'rounded-lg', 'shadow-lg',
+    'transform', 'transition-all', 'duration-300', 'ease-in-out', 'translate-y-0',
+    'flex', 'items-center', 'gap-2'
+  );
+  
+  // Style based on notification type
+  if (type === 'error') {
+    notification.classList.add('bg-red-900/90', 'border', 'border-red-700', 'text-red-200');
+    notification.innerHTML = '<i class="fas fa-circle-exclamation text-red-400 mr-2"></i>' + message;
+  } else if (type === 'warning') {
+    notification.classList.add('bg-yellow-900/90', 'border', 'border-yellow-700', 'text-yellow-200');
+    notification.innerHTML = '<i class="fas fa-triangle-exclamation text-yellow-400 mr-2"></i>' + message;
+  } else if (type === 'success') {
+    notification.classList.add('bg-green-900/90', 'border', 'border-green-700', 'text-green-200');
+    notification.innerHTML = '<i class="fas fa-circle-check text-green-400 mr-2"></i>' + message;
+  } else {
+    notification.classList.add('bg-blue-900/90', 'border', 'border-blue-700', 'text-blue-200');
+    notification.innerHTML = '<i class="fas fa-circle-info text-blue-400 mr-2"></i>' + message;
+  }
+  
+  // Add close button
+  const closeBtn = document.createElement('button');
+  closeBtn.innerHTML = '<i class="fas fa-xmark"></i>';
+  closeBtn.classList.add('ml-auto', 'text-gray-400', 'hover:text-white', 'transition-colors');
+  closeBtn.onclick = () => {
+    notification.classList.add('opacity-0', 'translate-y-[-20px]');
+    setTimeout(() => notification.remove(), 300);
+  };
+  notification.appendChild(closeBtn);
+  
+  // Add to DOM
+  document.body.appendChild(notification);
+  
+  // Animate in
+  setTimeout(() => {
+    notification.classList.add('opacity-0', 'translate-y-[-20px]');
+    notification.offsetHeight; // Force reflow
+    notification.classList.remove('opacity-0', 'translate-y-[-20px]');
+  }, 10);
+  
+  // Auto dismiss after 5 seconds
+  setTimeout(() => {
+    if (document.getElementById('notification')) {
+      notification.classList.add('opacity-0', 'translate-y-[-20px]');
+      setTimeout(() => notification.remove(), 300);
+    }
+  }, 5000);
+}
+
+async function tts(key, input) {
+  // Show loader and prepare UI
+  const loader = document.getElementById("loader");
+  const inputField = document.getElementById("input");
+  const resultDiv = document.getElementById("result");
+  
+  loader.style.display = "block";
+  inputField.value = "";
+  inputField.disabled = true;
+  resultDiv.innerHTML = '<div class="text-center text-gray-400 italic">Processing your request...</div>';
+
+  // Get the model and make API request
+  const model = document.getElementById("tts-model").value;
+  try {
+    const response = await fetch("tts", {
+      method: "POST",
+      headers: {
+        Authorization: `Bearer ${key}`,
+        "Content-Type": "application/json",
+      },
+      body: JSON.stringify({
+        model: model,
+        input: input,
+      }),
+    });
+    
+    if (!response.ok) {
+      const jsonData = await response.json();
+      resultDiv.innerHTML = `
+        <div class="bg-red-900/30 border border-red-700/50 rounded-lg p-4 text-center">
+          <i class="fas fa-circle-exclamation text-red-400 text-2xl mb-2"></i>
+          <p class="text-red-300 font-medium">${jsonData.error.message || 'An error occurred'}</p>
+        </div>
+      `;
+      showNotification('error', 'Failed to generate audio');
+      return;
+    }
+
+    // Handle successful response
+    const blob = await response.blob();
+    const audioUrl = window.URL.createObjectURL(blob);
+    
+    // Create audio player
+    const audioPlayer = document.createElement('div');
+    audioPlayer.className = 'flex flex-col items-center space-y-4 w-full';
+    
+    // Create audio element with styled controls
+    const audio = document.createElement('audio');
+    audio.controls = true;
+    audio.src = audioUrl;
+    audio.className = 'w-full my-4';
+    audioPlayer.appendChild(audio);
+    
+    // Create action buttons container
+    const actionButtons = document.createElement('div');
+    actionButtons.className = 'flex flex-wrap justify-center gap-3';
+    
+    // Download button
+    const downloadLink = document.createElement('a');
+    downloadLink.href = audioUrl;
+    downloadLink.download = `tts-${model}-${new Date().toISOString().slice(0, 10)}.mp3`;
+    downloadLink.className = 'group flex items-center bg-blue-600 hover:bg-blue-700 text-white py-2 px-4 rounded-lg transition duration-300 ease-in-out transform hover:scale-105 hover:shadow-lg';
+    downloadLink.innerHTML = `
+      <i class="fas fa-download mr-2"></i>
+      <span>Download</span>
+      <i class="fas fa-arrow-right opacity-0 group-hover:opacity-100 group-hover:translate-x-2 ml-2 transition-all duration-300"></i>
+    `;
+    actionButtons.appendChild(downloadLink);
+    
+    // Replay button
+    const replayButton = document.createElement('button');
+    replayButton.className = 'group flex items-center bg-purple-600 hover:bg-purple-700 text-white py-2 px-4 rounded-lg transition duration-300 ease-in-out transform hover:scale-105 hover:shadow-lg';
+    replayButton.innerHTML = `
+      <i class="fas fa-rotate-right mr-2"></i>
+      <span>Replay</span>
+    `;
+    replayButton.onclick = () => audio.play();
+    actionButtons.appendChild(replayButton);
+    
+    // Add text display
+    const textDisplay = document.createElement('div');
+    textDisplay.className = 'mt-4 p-4 bg-gray-800/50 border border-gray-700/50 rounded-lg text-gray-300 text-center italic';
+    textDisplay.textContent = `"${input}"`;
+    
+    // Add all elements to result div
+    audioPlayer.appendChild(actionButtons);
+    resultDiv.innerHTML = '';
+    resultDiv.appendChild(audioPlayer);
+    resultDiv.appendChild(textDisplay);
+    
+    // Play audio automatically
+    audio.play();
+    
+    // Show success notification
+    showNotification('success', 'Audio generated successfully');
+    
+  } catch (error) {
+    console.error('Error generating audio:', error);
+    resultDiv.innerHTML = `
+      <div class="bg-red-900/30 border border-red-700/50 rounded-lg p-4 text-center">
+        <i class="fas fa-circle-exclamation text-red-400 text-2xl mb-2"></i>
+        <p class="text-red-300 font-medium">Network error: Failed to connect to the server</p>
+      </div>
+    `;
+    showNotification('error', 'Network error occurred');
+  } finally {
+    // Reset UI state
+    loader.style.display = "none";
+    inputField.disabled = false;
+    inputField.focus();
+  }
+}
+
+// Set up event listeners when DOM is loaded
+document.addEventListener('DOMContentLoaded', () => {
+  document.getElementById("key").addEventListener("submit", submitKey);
   document.getElementById("input").focus();
-}
-
-document.getElementById("key").addEventListener("submit", submitKey);
-document.getElementById("input").focus();
-document.getElementById("tts").addEventListener("submit", genAudio);
-document.getElementById("loader").style.display = "none";
-
-const storeKey = localStorage.getItem("key");
-if (storeKey) {
-  document.getElementById("apiKey").value = storeKey;
-}
+  document.getElementById("tts").addEventListener("submit", genAudio);
+  document.getElementById("loader").style.display = "none";
 
+  // Initialize stored API key if available
+  const storeKey = localStorage.getItem("key");
+  if (storeKey) {
+    document.getElementById("apiKey").value = storeKey;
+  }
+  
+  // Add basic keyboard shortcuts
+  document.addEventListener('keydown', (e) => {
+    // Submit on Ctrl+Enter
+    if (e.key === 'Enter' && e.ctrlKey && document.activeElement.id === 'input') {
+      e.preventDefault();
+      document.getElementById("tts").dispatchEvent(new Event('submit'));
+    }
+  });
+});
\ No newline at end of file
diff --git a/core/http/views/404.html b/core/http/views/404.html
index 2f5a4386..a57a3702 100644
--- a/core/http/views/404.html
+++ b/core/http/views/404.html
@@ -1,28 +1,51 @@
 <!DOCTYPE html>
 <html lang="en">
-
 {{template "views/partials/head" .}}
 
-<body class="bg-black text-white">
+<body class="bg-gradient-to-br from-gray-900 to-gray-950 text-gray-200">
 <div class="flex flex-col min-h-screen">
-   
+
     {{template "views/partials/navbar" .}}
-    
-    <div class="container mx-auto px-4 flex-grow">
-        <div class="header text-center py-12">
-            <h1 class="text-5xl font-bold">Welcome to your LocalAI instance!</h1>
-            <div class="mt-6">
-         <!--       <a href="./" aria-label="HomePage" alt="HomePage">
-                    <img class="mx-auto w-1/4 h-auto" src="https://github.com/go-skynet/LocalAI/assets/2420543/0966aa2a-166e-4f99-a3e5-6c915fc997dd" alt="LocalAI Logo">            
-                </a>
-            -->
+
+    <div class="container mx-auto px-4 py-8 flex-grow">
+        <!-- Error Section -->
+        <div class="bg-gradient-to-r from-blue-900/30 to-indigo-900/30 rounded-2xl shadow-xl p-8 mb-10">
+            <div class="max-w-4xl mx-auto text-center">
+                <div class="mb-6 text-6xl text-blue-400">
+                    <i class="fas fa-exclamation-circle"></i>
+                </div>
+                <h1 class="text-4xl md:text-5xl font-bold text-white mb-4">
+                    <span class="bg-clip-text text-transparent bg-gradient-to-r from-blue-400 to-indigo-400">
+                        404 - Page Not Found
+                    </span>
+                </h1>
+                <p class="text-xl text-gray-300 mb-6">The page you're looking for doesn't exist or has been moved</p>
+                <div class="flex flex-wrap justify-center gap-4">
+                    <a href="./" 
+                       class="group flex items-center bg-blue-600 hover:bg-blue-700 text-white py-2 px-6 rounded-lg transition duration-300 ease-in-out transform hover:scale-105 hover:shadow-lg">
+                        <i class="fas fa-home mr-2"></i>
+                        <span>Return Home</span>
+                        <i class="fas fa-arrow-right opacity-0 group-hover:opacity-100 group-hover:translate-x-2 ml-2 transition-all duration-300"></i>
+                    </a>
+                    <a href="browse" 
+                       class="group flex items-center bg-indigo-600 hover:bg-indigo-700 text-white py-2 px-6 rounded-lg transition duration-300 ease-in-out transform hover:scale-105 hover:shadow-lg">
+                        <i class="fas fa-images mr-2"></i>
+                        <span>Browse Gallery</span>
+                        <i class="fas fa-arrow-right opacity-0 group-hover:opacity-100 group-hover:translate-x-2 ml-2 transition-all duration-300"></i>
+                    </a>
+                </div>
             </div>
-            <p class="mt-4 text-lg">The FOSS alternative to OpenAI, Claude, ...</p>
-            <a href="https://localai.io" target="_blank" class="mt-4 inline-block bg-blue-500 text-white py-2 px-4 rounded transition duration-300 ease-in-out hover:bg-blue-700"><i class="fas fa-book-reader pr-2"></i>Documentation</a>
         </div>
 
-        <div class="models mt-12">
-            <h2 class="text-center text-3xl font-semibold">Nothing found!</h2>
+        <!-- Additional Information -->
+        <div class="bg-gray-800/50 border border-gray-700/50 rounded-xl p-8 shadow-md backdrop-blur-sm">
+            <div class="text-center max-w-3xl mx-auto">
+                <div class="inline-flex items-center justify-center w-16 h-16 rounded-full bg-yellow-500/20 mb-4">
+                    <i class="text-yellow-400 text-2xl fa-solid fa-triangle-exclamation"></i>
+                </div>
+                <h2 class="text-2xl md:text-3xl font-semibold text-gray-100 mb-4">Looking for resources?</h2>
+                <p class="text-lg text-gray-300 mb-6">Visit our <a class="text-blue-400 hover:text-blue-300 underline underline-offset-2" href="browse">🖼️ Gallery</a> or check the <a href="https://localai.io/basics/getting_started/" class="text-blue-400 hover:text-blue-300 underline underline-offset-2"> <i class="fa-solid fa-book"></i> Getting started documentation</a></p>
+            </div>
         </div>
     </div>
 
@@ -30,4 +53,4 @@
 </div>
 
 </body>
-</html>
+</html>
\ No newline at end of file
diff --git a/core/http/views/explorer.html b/core/http/views/explorer.html
index e1eaca93..caf43eb4 100644
--- a/core/http/views/explorer.html
+++ b/core/http/views/explorer.html
@@ -1,380 +1,224 @@
 <!DOCTYPE html>
 <html lang="en">
-
 {{template "views/partials/head" .}}
 
-<style>
-    body {
-        background-color: #1a202c;
-        color: #e2e8f0;
-        font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif;
-    }
-    .token {
-        word-break: break-all;
-    }
-    .container {
-        max-width: 800px;
-        margin: 0 auto;
-        padding: 20px;
-        position: relative;
-    }
-    .network-card {
-        background-color: #2d3748;
-        padding: 20px;
-        border-radius: 8px;
-        margin-bottom: 20px;
-        box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1);
-        transition: transform 0.3s ease, box-shadow 0.3s ease;
-    }
-    .network-card:hover {
-        transform: translateY(-5px);
-        box-shadow: 0 6px 10px rgba(0, 0, 0, 0.15);
-    }
-    .network-title {
-        font-size: 24px;
-        font-weight: bold;
-        margin-bottom: 10px;
-        color: #63b3ed;
-    }
-    .network-token {
-        font-size: 14px;
-        font-style: italic;
-        color: #cbd5e0;
-        margin-bottom: 10px;
-        word-break: break-word; /* Breaks words to prevent overflow */
-        overflow-wrap: break-word; /* Ensures long strings break */
-        white-space: pre-wrap; /* Preserves whitespace for breaking */
-    }
-    .cluster {
-        margin-top: 10px;
-        background-color: #4a5568;
-        padding: 10px;
-        border-radius: 6px;
-        transition: background-color 0.3s ease;
-    }
-    .cluster:hover {
-        background-color: #5a6b78;
-    }
-    .cluster-title {
-        font-size: 18px;
-        font-weight: bold;
-        color: #e2e8f0;
-    }
-    .form-container {
-        background-color: #2d3748;
-        padding: 20px;
-        border-radius: 8px;
-        margin-bottom: 20px;
-        box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1);
-    }
-    .form-control {
-        margin-bottom: 15px;
-    }
-    label {
-        display: block;
-        margin-bottom: 5px;
-        font-weight: bold;
-    }
-    input[type="text"],
-    textarea {
-        width: 100%;
-        padding: 10px;
-        border-radius: 4px;
-        border: 1px solid #4a5568;
-        background-color: #3a4250;
-        color: #e2e8f0;
-        transition: border-color 0.3s ease, background-color 0.3s ease;
-    }
-    input[type="text"]:focus,
-    textarea:focus {
-        border-color: #63b3ed;
-        background-color: #4a5568;
-    }
-    button {
-        background-color: #3182ce;
-        color: #e2e8f0;
-        padding: 10px 20px;
-        border: none;
-        border-radius: 4px;
-        cursor: pointer;
-        transition: background-color 0.3s ease;
-    }
-    .error {
-        color: #e53e3e;
-        margin-top: 5px;
-    }
-    .success {
-        color: #38a169;
-        margin-top: 5px;
-    }
-    /* Spinner Styles */
-    .spinner {
-        display: inline-block;
-        width: 50px;
-        height: 50px;
-        border: 5px solid rgba(255, 255, 255, 0.2);
-        border-radius: 50%;
-        border-top-color: #3182ce;
-        animation: spin 1s linear infinite;
-        margin: 0 auto;
-    }
+<body class="bg-gradient-to-br from-gray-900 to-gray-950 text-gray-200">
+<div class="flex flex-col min-h-screen">
 
-    @keyframes spin {
-        to { transform: rotate(360deg); }
-    }
-
-    /* Center the loading text and spinner */
-    .loading-container {
-        text-align: center;
-        padding: 50px;
-    }
-    .warning-box {
-            border-radius: 5px;
-    }
-    .warning-box i {
-        margin-right: 10px;
-    }
-    .token-box {
-            background-color: #4a5568;
-            padding: 10px;
-            border-radius: 4px;
-            margin-top: 10px;
-            position: relative;
-            cursor: pointer;
-        }
-        .token-box:hover {
-            background-color: #5a6b7e;
-        }
-        .token-text {
-            overflow-wrap: break-word;
-            font-family: monospace;
-        }
-        .copy-icon {
-            position: absolute;
-            top: 10px;
-            right: 10px;
-            color: #e2e8f0;
-        }
-</style>
-
-<body class="bg-gray-900 text-gray-200">
-    <div class="flex flex-col min-h-screen" x-data="networkClusters()" x-init="init()">
-        {{template "views/partials/navbar_explorer" .}}
-        <div class="animation-container">
-            <canvas id="networkCanvas"></canvas>
-            <div class="text-overlay">
-                <header class="text-center py-12">
-                    <h1 class="text-5xl font-bold text-gray-100">
-                        <i class="fa-solid fa-circle-nodes mr-2"></i> Network Clusters Explorer   
-        
-                    </h1>
-                    <p class="mt-4 text-lg">
-                        View the clusters and workers available in each network.
-                        <a href="https://localai.io/features/distribute/" target="_blank">
-                            <i class="fas fa-circle-info pr-2"></i>
-                        </a>
-                    </p>
-        
-                </header>
+    <!-- Simple navigation for login page -->
+    <nav class="bg-gray-900/80 border-b border-gray-800/60 backdrop-blur-sm">
+        <div class="container mx-auto px-4 py-4 flex justify-between items-center">
+            <div class="flex items-center">
+                <i class="fas fa-network-wired text-blue-400 text-2xl mr-3"></i>
+                <h1 class="text-xl font-bold text-white">LocalAI</h1>
             </div>
         </div>
+    </nav>
 
-        <div class="container mx-auto px-4 flex-grow">
-        <!-- Warning Box -->
-        <div class="warning-box bg-yellow-100 text-gray-800 mb-20 pt-5 pb-5 pr-5 pl-5 text-lg">
-            <i class="fa-solid fa-triangle-exclamation"></i><i class="fa-solid fa-flask"></i>
-            The explorer is a global, community-driven tool to share network tokens and view available clusters in the globe.
-            Anyone can use the tokens to offload computation and use the clusters available or share resources.
-            This is provided without any warranty. Use it at your own risk. We are not responsible for any potential harm or misuse. Sharing tokens globally allows anyone from the internet to use your instances. 
-            Although the community will address bugs, this is experimental software and may be insecure to deploy on your hardware unless you take all necessary precautions.
-        </div>
-            <div class="flow-root">
-            <!-- Toggle button for showing/hiding the form -->
-            <button class="bg-red-600 hover:bg-blue-600 float-right mb-2 flex items-center px-4 py-2 rounded" @click="toggleForm()">
-                <!-- Conditional icon display -->
-                <i :class="showForm ? 'fa-solid fa-times' : 'fa-solid fa-plus'" class="mr-2"></i>
-                <span x-text="showForm ? 'Close' : 'Add New Network'"></span>
-            </button>
-        </div>
-            <!-- Form for adding a new network -->
-            <div class="form-container" x-show="showForm" @click.outside="showForm = false">
-                <h2 class="text-3xl font-bold mb-4"><i class="fa-solid fa-plus"></i> Add New Network</h2>
-                <div class="form-control">
-                    <label for="name">Network Name</label>
-                    <input type="text" id="name" x-model="newNetwork.name" placeholder="Enter network name" />
+    <div class="container mx-auto px-4 py-8 flex-grow flex items-center justify-center">
+        <!-- Auth Card -->
+        <div class="max-w-md w-full bg-gray-800/90 border border-gray-700/50 rounded-xl overflow-hidden shadow-xl">
+            <div class="animation-container">
+                <div class="text-overlay">
+                    <i class="fas fa-circle-nodes text-5xl text-blue-400 mb-2"></i>
                 </div>
-                <div class="form-control">
-                    <label for="description">Description</label>
-                    <textarea id="description" x-model="newNetwork.description" placeholder="Enter description"></textarea>
-                </div>
-                <div class="form-control">
-                    <label for="token">Token</label>
-                    <textarea id="token" x-model="newNetwork.token" placeholder="Enter token"></textarea>
-                </div>
-                <button @click="addNetwork"><i class="fa-solid fa-plus"></i> Add Network</button>
-                <template x-if="errorMessage">
-                    <p class="error" x-text="errorMessage"></p>
-                </template>
-                <template x-if="successMessage">
-                    <p class="success" x-text="successMessage"></p>
-                </template>
             </div>
-
-            <!-- Loading Spinner -->
-            <template x-if="networks.length === 0 && !loadingComplete">
-                <div class="loading-container">
-                    <div class="spinner"></div>
-                    <p class="text-center mt-4">Loading networks...</p>
+            
+            <div class="p-8">
+                <div class="text-center mb-6">
+                    <h2 class="text-2xl font-bold text-white">
+                        <span class="bg-clip-text text-transparent bg-gradient-to-r from-blue-400 to-indigo-400">
+                            Authorization Required
+                        </span>
+                    </h2>
+                    <p class="text-gray-400 mt-2">Please enter your access token to continue</p>
                 </div>
-            </template>
-
-            <template x-if="networks.length === 0 && loadingComplete">
-                <div class="loading-container">
-                    <p class="text-center mt-4">No networks available with online workers</p>
-                </div>
-            </template>
-
-            <!-- Display Networks -->
-            <template x-for="network in networks" :key="network.name">
-                <div class="network-card">
-                    <i class="fa-solid fa-circle-nodes mr-2"></i><span class="network-title font-bold mb-4 mt-1" x-text="network.name"></span>
-                    <div class="token-box" @click="copyToken(network.token)">
-                        <p class="text-lg font-bold mb-4 mt-1">
-                            <i class="fa-solid fa-copy copy-icon"></i>
-                            <i class="fa-solid fa-key mr-2"></i>Token (click to copy): 
-                        </p>
-                        <span class="token-text" x-text="network.token"></span>
-                    </div>
-
-                    <div class="cluster">
-                        <p class="text-lg font-bold mb-4 mt-1"><i class="fa-solid fa-book mr-2"></i> Description</p>
-                        <p x-text="network.description"></p>
-                    </div>
-                    <h2 class="text-3xl font-bold mb-4 mt-4">Available Clusters in this network</h2>
-                    <template x-for="cluster in network.Clusters" :key="cluster.NetworkID + cluster.Type">
-                        <div class="cluster">
-                            <div class="cluster-title"></div>
-                            <span class="inline-block bg-orange-500 text-white py-1 px-3 rounded-full text-xs"  x-text="'Cluster Type: ' + cluster.Type">
-                            </span>
-
-                            <span class="inline-block bg-orange-500 text-white py-1 px-3 rounded-full text-xs" x-show="cluster.NetworkID" x-text="'Network ID: ' + (cluster.NetworkID || 'N/A')">
-                            </span>
-                            <span class="inline-block bg-blue-500 text-white py-1 px-3 rounded-full text-xs"  x-text="'Number of Workers: ' + cluster.Workers.length">
-                            </span>
-                            <!-- Give commands and instructions to join the network -->
-                            <span class="inline-block token-box text-white py-1 px-3 text-xs" x-show="cluster.Type == 'federated'" >
-                                <p class="text-lg font-bold mb-4 mt-1">
-                                    <i class="fa-solid fa-copy copy-icon float-right"></i>
-                                    Command to connect (click to copy): 
-                                </p>
-                                <code class="block bg-gray-700 text-yellow-300 p-4 rounded-lg break-words"  @click="copyToken($el.textContent)" >
-                                    docker run -d --restart=always -e ADDRESS=":80" -e LOCALAI_P2P_NETWORK_ID=<span class="token" x-text="cluster.NetworkID"></span> -e LOCALAI_P2P_LOGLEVEL=debug --name local-ai -e TOKEN="<span class="token" x-text="network.token"></span>" --net host -ti localai/localai:master-ffmpeg-core federated --debug
-                                </code>
-                                or via CLI:
-                                <code class="block bg-gray-700 text-yellow-300 p-4 rounded-lg break-words"  @click="copyToken($el.textContent)" >
-                                   ADDRESS=":80" LOCALAI_P2P_NETWORK_ID=<span class="token" x-text="cluster.NetworkID"></span> LOCALAI_P2P_LOGLEVEL=debug TOKEN="<span class="token" x-text="network.token"></span>" local-ai federated --debug
-                                </code>
-                            </span>
+                
+                <form id="login-form" class="space-y-6" onsubmit="login(); return false;">
+                    <div>
+                        <label for="token" class="block text-sm font-medium text-gray-300 mb-2">Access Token</label>
+                        <div class="relative">
+                            <div class="absolute inset-y-0 left-0 pl-3 flex items-center pointer-events-none">
+                                <i class="fas fa-key text-gray-500"></i>
+                            </div>
+                            <input 
+                                type="password" 
+                                id="token" 
+                                name="token" 
+                                placeholder="Enter your token" 
+                                class="bg-gray-700/50 border border-gray-600 text-white placeholder-gray-400 text-sm rounded-lg focus:ring-blue-500 focus:border-blue-500 block w-full pl-10 p-2.5"
+                                required
+                            />
                         </div>
-                    </template>
+                    </div>
+                    
+                    <div>
+                        <button 
+                            type="submit" 
+                            class="group w-full flex items-center justify-center bg-gradient-to-r from-blue-600 to-indigo-600 hover:from-blue-700 hover:to-indigo-700 text-white py-3 px-6 rounded-lg transition duration-300 ease-in-out transform hover:scale-[1.02] hover:shadow-lg font-medium"
+                        >
+                            <i class="fas fa-sign-in-alt mr-2"></i>
+                            <span>Login</span>
+                            <i class="fas fa-arrow-right opacity-0 group-hover:opacity-100 group-hover:translate-x-2 ml-2 transition-all duration-300"></i>
+                        </button>
+                    </div>
+                </form>
+                
+                <div class="mt-8 pt-6 border-t border-gray-700/50 text-center text-sm text-gray-400">
+                    <div class="flex items-center justify-center mb-2">
+                        <i class="fas fa-shield-alt mr-2 text-blue-400"></i>
+                        <span>Secure connection</span>
+                    </div>
+                    <p>Current time (UTC): <span id="current-time">{{.CurrentDate}}</span></p>
                 </div>
-            </template>
+            </div>
         </div>
-        <script>
-            function networkClusters() {
-                return {
-                    networks: [],
-                    newNetwork: {
-                        name: '',
-                        description: '',
-                        token: ''
-                    },
-                    errorMessage: '',
-                    successMessage: '',
-                    showForm: false, // Form visibility state
-                    loadingComplete: false, // To track if loading is complete
-                    toggleForm() {
-                        this.showForm = !this.showForm;
-                        console.log('Toggling form:', this.showForm);
-                    },
-                    fetchNetworks() {
-                        console.log('Fetching networks...');
-                        fetch('/networks')
-                            .then(response => response.json())
-                            .then(data => {
-                                console.log('Data fetched successfully:', data);
-                                this.networks = data;
-                                this.loadingComplete = true; // Set loading complete
-                            })
-                            .catch(error => {
-                                console.error('Error fetching networks:', error);
-                                this.loadingComplete = true; // Ensure spinner is hidden if error occurs
-                            });
-                    },
+    </div>
 
-                    addNetwork() {
-                        this.errorMessage = '';
-                        this.successMessage = '';
-                        console.log('Adding new network:', this.newNetwork);
+    {{template "views/partials/footer" .}}
+</div>
 
-                        // Validate input
-                        if (!this.newNetwork.name || !this.newNetwork.description || !this.newNetwork.token) {
-                            this.errorMessage = 'All fields are required.';
-                            return;
+<script>
+    function login() {
+        const token = document.getElementById('token').value;
+        if (!token.trim()) {
+            // Show error with fading effect
+            const form = document.getElementById('login-form');
+            const errorMsg = document.createElement('div');
+            errorMsg.className = 'p-3 mt-4 bg-red-900/50 text-red-200 rounded-lg border border-red-700/50 text-sm flex items-center';
+            errorMsg.innerHTML = '<i class="fas fa-exclamation-circle mr-2"></i> Please enter a valid token';
+            
+            // Remove any existing error message
+            const existingError = form.querySelector('.bg-red-900/50');
+            if (existingError) form.removeChild(existingError);
+            
+            // Add new error message with animation
+            form.appendChild(errorMsg);
+            setTimeout(() => {
+                errorMsg.style.opacity = '0';
+                errorMsg.style.transition = 'opacity 0.5s ease';
+                setTimeout(() => errorMsg.remove(), 500);
+            }, 3000);
+            return;
+        }
+        
+        var date = new Date();
+        date.setTime(date.getTime() + (24*60*60*1000));
+        document.cookie = `token=${token}; expires=${date.toGMTString()}; path=/`;
+
+        // Show loading state
+        const button = document.querySelector('button[type="submit"]');
+        const originalContent = button.innerHTML;
+        button.disabled = true;
+        button.innerHTML = '<i class="fas fa-spinner fa-spin mr-2"></i> Authenticating...';
+        button.classList.add('bg-gray-600');
+        
+        // Reload after short delay to show loading state
+        setTimeout(() => {
+            window.location.reload();
+        }, 800);
+    }
+    
+    // Update current time
+    function updateCurrentTime() {
+        const timeElement = document.getElementById('current-time');
+        if (timeElement) {
+            const now = new Date();
+            const year = now.getUTCFullYear();
+            const month = String(now.getUTCMonth() + 1).padStart(2, '0');
+            const day = String(now.getUTCDate()).padStart(2, '0');
+            const hours = String(now.getUTCHours()).padStart(2, '0');
+            const minutes = String(now.getUTCMinutes()).padStart(2, '0');
+            const seconds = String(now.getUTCSeconds()).padStart(2, '0');
+            timeElement.textContent = `${year}-${month}-${day} ${hours}:${minutes}:${seconds}`;
+        }
+    }
+    
+    // Initialize current time and update it every second
+    updateCurrentTime();
+    setInterval(updateCurrentTime, 1000);
+    
+    // Add subtle particle animation to the background
+    document.addEventListener('DOMContentLoaded', function() {
+        const animContainer = document.querySelector('.animation-container');
+        if (animContainer) {
+            const canvas = document.createElement('canvas');
+            animContainer.appendChild(canvas);
+            
+            const ctx = canvas.getContext('2d');
+            canvas.width = animContainer.offsetWidth;
+            canvas.height = animContainer.offsetHeight;
+            
+            // Create particles
+            const particles = [];
+            const particleCount = 30;
+            
+            for (let i = 0; i < particleCount; i++) {
+                particles.push({
+                    x: Math.random() * canvas.width,
+                    y: Math.random() * canvas.height,
+                    radius: Math.random() * 3 + 1,
+                    color: `rgba(${Math.random() * 50 + 50}, ${Math.random() * 100 + 100}, ${Math.random() * 155 + 100}, ${Math.random() * 0.4 + 0.1})`,
+                    speedX: Math.random() * 0.5 - 0.25,
+                    speedY: Math.random() * 0.5 - 0.25
+                });
+            }
+            
+            // Animation loop
+            function animate() {
+                requestAnimationFrame(animate);
+                ctx.clearRect(0, 0, canvas.width, canvas.height);
+                
+                particles.forEach(particle => {
+                    particle.x += particle.speedX;
+                    particle.y += particle.speedY;
+                    
+                    // Bounce off edges
+                    if (particle.x < 0 || particle.x > canvas.width) {
+                        particle.speedX = -particle.speedX;
+                    }
+                    
+                    if (particle.y < 0 || particle.y > canvas.height) {
+                        particle.speedY = -particle.speedY;
+                    }
+                    
+                    // Draw particle
+                    ctx.beginPath();
+                    ctx.arc(particle.x, particle.y, particle.radius, 0, Math.PI * 2);
+                    ctx.fillStyle = particle.color;
+                    ctx.fill();
+                });
+                
+                // Connect nearby particles with lines
+                for (let i = 0; i < particles.length; i++) {
+                    for (let j = i + 1; j < particles.length; j++) {
+                        const dx = particles[i].x - particles[j].x;
+                        const dy = particles[i].y - particles[j].y;
+                        const distance = Math.sqrt(dx * dx + dy * dy);
+                        
+                        if (distance < 100) {
+                            ctx.beginPath();
+                            ctx.moveTo(particles[i].x, particles[i].y);
+                            ctx.lineTo(particles[j].x, particles[j].y);
+                            ctx.strokeStyle = `rgba(100, 150, 255, ${0.1 * (1 - distance / 100)})`;
+                            ctx.lineWidth = 1;
+                            ctx.stroke();
                         }
-
-                        fetch('/network/add', {
-                            method: 'POST',
-                            headers: {
-                                'Content-Type': 'application/json'
-                            },
-                            body: JSON.stringify(this.newNetwork)
-                        })
-                            .then(response => {
-                                if (!response.ok) {
-                                    return response.json().then(err => { throw err; });
-                                }
-                                return response.json();
-                            })
-                            .then(data => {
-                                console.log('Network added successfully:', data);
-                                this.successMessage = 'Network added successfully!';
-                                this.fetchNetworks(); // Refresh the networks list
-                                this.newNetwork = { name: '', description: '', token: '' }; // Clear form
-                            })
-                            .catch(error => {
-                                console.error('Error adding network:', error);
-                                this.errorMessage = 'Failed to add network. Please try again.'
-                                if (error.error) {
-                                    this.errorMessage += " Error : " + error.error;
-                                }
-                            });
-                    },
-                    copyToken(token) {
-                        navigator.clipboard.writeText(token)
-                        .then(() => {
-                            console.log('Text copied to clipboard:', token);
-                            alert('Text copied to clipboard!');
-                        })
-                        .catch(err => {
-                            console.error('Failed to copy token:', err);
-                        });
-                    },
-                    init() {
-                        console.log('Initializing Alpine component...');
-                        this.fetchNetworks();
-                        setInterval(() => {
-                            this.fetchNetworks();
-                        }, 5000); // Refresh every 5 seconds
                     }
                 }
             }
-        </script>
-        <script src="static/p2panimation.js"></script>
-
-        {{template "views/partials/footer" .}}
-    </div>
+            
+            // Start animation
+            animate();
+            
+            // Resize handling
+            window.addEventListener('resize', () => {
+                canvas.width = animContainer.offsetWidth;
+                canvas.height = animContainer.offsetHeight;
+            });
+        }
+    });
+</script>
 
 </body>
-
-</html>
+</html>
\ No newline at end of file
diff --git a/core/http/views/login.html b/core/http/views/login.html
index b9f6014d..aed40d2f 100644
--- a/core/http/views/login.html
+++ b/core/http/views/login.html
@@ -1,25 +1,216 @@
 <!DOCTYPE html>
 <html lang="en">
-<head>
-    <meta charset="UTF-8">
-    <meta name="viewport" content="width=device-width, initial-scale=1.0">
-    <title>Open Authenticated Website</title>
-    <base href="{{.BaseURL}}" />
-    <link rel="icon" type="image/x-icon" href="favicon.ico" />
-</head>
-<body>
-    <h1>Authorization is required</h1>
-    <input type="text" id="token" placeholder="Token" />
-    <button onclick="login()">Login</button>
-    <script>
-        function login() {
-            const token = document.getElementById('token').value;
-            var date = new Date();
-            date.setTime(date.getTime() + (24*60*60*1000));
-            document.cookie = `token=${token}; expires=${date.toGMTString()}`;
+{{template "views/partials/head" .}}
 
-            window.location.reload();
+<body class="bg-gradient-to-br from-gray-900 to-gray-950 text-gray-200">
+<div class="flex flex-col min-h-screen">
+
+    {{template "views/partials/navbar" .}}
+
+    <div class="container mx-auto px-4 py-8 flex-grow flex items-center justify-center">
+        <!-- Auth Card -->
+        <div class="max-w-md w-full bg-gray-800/90 border border-gray-700/50 rounded-xl overflow-hidden shadow-xl">
+            <div class="animation-container">
+                <div class="text-overlay">
+                <!--    <i class="fas fa-circle-nodes text-5xl text-blue-400 mb-2"></i> -->
+                </div>
+            </div>
+            
+            <div class="p-8">
+                <div class="text-center mb-6">
+                    <h2 class="text-2xl font-bold text-white">
+                        <span class="bg-clip-text text-transparent bg-gradient-to-r from-blue-400 to-indigo-400">
+                            Authorization Required
+                        </span>
+                    </h2>
+                    <p class="text-gray-400 mt-2">Please enter your access token to continue</p>
+                </div>
+                
+                <form id="login-form" class="space-y-6" onsubmit="login(); return false;">
+                    <div>
+                        <label for="token" class="block text-sm font-medium text-gray-300 mb-2">Access Token</label>
+                        <div class="relative">
+                            <div class="absolute inset-y-0 left-0 pl-3 flex items-center pointer-events-none">
+                                <i class="fas fa-key text-gray-500"></i>
+                            </div>
+                            <input 
+                                type="password" 
+                                id="token" 
+                                name="token" 
+                                placeholder="Enter your token" 
+                                class="bg-gray-700/50 border border-gray-600 text-white placeholder-gray-400 text-sm rounded-lg focus:ring-blue-500 focus:border-blue-500 block w-full pl-10 p-2.5"
+                                required
+                            />
+                        </div>
+                    </div>
+                    
+                    <div>
+                        <button 
+                            type="submit" 
+                            class="group w-full flex items-center justify-center bg-gradient-to-r from-blue-600 to-indigo-600 hover:from-blue-700 hover:to-indigo-700 text-white py-3 px-6 rounded-lg transition duration-300 ease-in-out transform hover:scale-[1.02] hover:shadow-lg font-medium"
+                        >
+                            <i class="fas fa-sign-in-alt mr-2"></i>
+                            <span>Login</span>
+                            <i class="fas fa-arrow-right opacity-0 group-hover:opacity-100 group-hover:translate-x-2 ml-2 transition-all duration-300"></i>
+                        </button>
+                    </div>
+                </form>
+                
+                <div class="mt-8 pt-6 border-t border-gray-700/50 text-center text-sm text-gray-400">
+                    <div class="flex items-center justify-center mb-2">
+                        <i class="fas fa-shield-alt mr-2 text-blue-400"></i>
+                        <span>Instance is token protected</span>
+                    </div>
+                    <p>Current time (UTC): <span id="current-time">{{.CurrentDate}}</span></p>
+                </div>
+            </div>
+        </div>
+    </div>
+
+    {{template "views/partials/footer" .}}
+</div>
+
+<script>
+    function login() {
+        const token = document.getElementById('token').value;
+        if (!token.trim()) {
+            // Show error with fading effect
+            const form = document.getElementById('login-form');
+            const errorMsg = document.createElement('div');
+            errorMsg.className = 'p-3 mt-4 bg-red-900/50 text-red-200 rounded-lg border border-red-700/50 text-sm flex items-center';
+            errorMsg.innerHTML = '<i class="fas fa-exclamation-circle mr-2"></i> Please enter a valid token';
+            
+            // Remove any existing error message
+            const existingError = form.querySelector('.bg-red-900/50');
+            if (existingError) form.removeChild(existingError);
+            
+            // Add new error message with animation
+            form.appendChild(errorMsg);
+            setTimeout(() => {
+                errorMsg.style.opacity = '0';
+                errorMsg.style.transition = 'opacity 0.5s ease';
+                setTimeout(() => errorMsg.remove(), 500);
+            }, 3000);
+            return;
         }
-    </script>
+        
+        var date = new Date();
+        date.setTime(date.getTime() + (24*60*60*1000));
+        document.cookie = `token=${token}; expires=${date.toGMTString()}; path=/`;
+
+        // Show loading state
+        const button = document.querySelector('button[type="submit"]');
+        const originalContent = button.innerHTML;
+        button.disabled = true;
+        button.innerHTML = '<i class="fas fa-spinner fa-spin mr-2"></i> Authenticating...';
+        button.classList.add('bg-gray-600');
+        
+        // Reload after short delay to show loading state
+        setTimeout(() => {
+            window.location.reload();
+        }, 800);
+    }
+    
+    // Update current time
+    function updateCurrentTime() {
+        const timeElement = document.getElementById('current-time');
+        if (timeElement) {
+            const now = new Date();
+            const year = now.getUTCFullYear();
+            const month = String(now.getUTCMonth() + 1).padStart(2, '0');
+            const day = String(now.getUTCDate()).padStart(2, '0');
+            const hours = String(now.getUTCHours()).padStart(2, '0');
+            const minutes = String(now.getUTCMinutes()).padStart(2, '0');
+            const seconds = String(now.getUTCSeconds()).padStart(2, '0');
+            timeElement.textContent = `${year}-${month}-${day} ${hours}:${minutes}:${seconds}`;
+        }
+    }
+    
+    // Initialize current time and update it every second
+    updateCurrentTime();
+    setInterval(updateCurrentTime, 1000);
+    
+    // Add subtle particle animation to the background
+    document.addEventListener('DOMContentLoaded', function() {
+        const animContainer = document.querySelector('.animation-container');
+        if (animContainer) {
+            const canvas = document.createElement('canvas');
+            animContainer.appendChild(canvas);
+            
+            const ctx = canvas.getContext('2d');
+            canvas.width = animContainer.offsetWidth;
+            canvas.height = animContainer.offsetHeight;
+            
+            // Create particles
+            const particles = [];
+            const particleCount = 30;
+            
+            for (let i = 0; i < particleCount; i++) {
+                particles.push({
+                    x: Math.random() * canvas.width,
+                    y: Math.random() * canvas.height,
+                    radius: Math.random() * 3 + 1,
+                    color: `rgba(${Math.random() * 50 + 50}, ${Math.random() * 100 + 100}, ${Math.random() * 155 + 100}, ${Math.random() * 0.4 + 0.1})`,
+                    speedX: Math.random() * 0.5 - 0.25,
+                    speedY: Math.random() * 0.5 - 0.25
+                });
+            }
+            
+            // Animation loop
+            function animate() {
+                requestAnimationFrame(animate);
+                ctx.clearRect(0, 0, canvas.width, canvas.height);
+                
+                particles.forEach(particle => {
+                    particle.x += particle.speedX;
+                    particle.y += particle.speedY;
+                    
+                    // Bounce off edges
+                    if (particle.x < 0 || particle.x > canvas.width) {
+                        particle.speedX = -particle.speedX;
+                    }
+                    
+                    if (particle.y < 0 || particle.y > canvas.height) {
+                        particle.speedY = -particle.speedY;
+                    }
+                    
+                    // Draw particle
+                    ctx.beginPath();
+                    ctx.arc(particle.x, particle.y, particle.radius, 0, Math.PI * 2);
+                    ctx.fillStyle = particle.color;
+                    ctx.fill();
+                });
+                
+                // Connect nearby particles with lines
+                for (let i = 0; i < particles.length; i++) {
+                    for (let j = i + 1; j < particles.length; j++) {
+                        const dx = particles[i].x - particles[j].x;
+                        const dy = particles[i].y - particles[j].y;
+                        const distance = Math.sqrt(dx * dx + dy * dy);
+                        
+                        if (distance < 100) {
+                            ctx.beginPath();
+                            ctx.moveTo(particles[i].x, particles[i].y);
+                            ctx.lineTo(particles[j].x, particles[j].y);
+                            ctx.strokeStyle = `rgba(100, 150, 255, ${0.1 * (1 - distance / 100)})`;
+                            ctx.lineWidth = 1;
+                            ctx.stroke();
+                        }
+                    }
+                }
+            }
+            
+            // Start animation
+            animate();
+            
+            // Resize handling
+            window.addEventListener('resize', () => {
+                canvas.width = animContainer.offsetWidth;
+                canvas.height = animContainer.offsetHeight;
+            });
+        }
+    });
+</script>
+
 </body>
-</html>
+</html>
\ No newline at end of file
diff --git a/core/http/views/p2p.html b/core/http/views/p2p.html
index 81de1bb4..6e902485 100644
--- a/core/http/views/p2p.html
+++ b/core/http/views/p2p.html
@@ -1,172 +1,245 @@
 <!DOCTYPE html>
 <html lang="en">
 {{template "views/partials/head" .}}
-<body class="bg-gray-900 text-gray-200">
+
+<body class="bg-gradient-to-br from-gray-900 to-gray-950 text-gray-200">
 <div class="flex flex-col min-h-screen" x-data="{}">
 
     {{template "views/partials/navbar" .}}
-    <div class="container mx-auto px-4 flex-grow">
-        <div class="workers mt-12 text-center">
-            <div class="animation-container">
+    
+    <div class="container mx-auto px-4 py-8 flex-grow">
+        <div class="workers mt-8">
+            <!-- Hero Section with Network Animation -->
+            <div class="animation-container mb-8">
                 <canvas id="networkCanvas"></canvas>
                 <div class="text-overlay">
-                    <header class="text-center py-12">
-                        <h1 class="text-5xl font-bold text-gray-100">
-                            <i class="fa-solid fa-circle-nodes mr-2"></i> Distributed inference with P2P 
-                        </h1>
-                        <p class="mt-4 text-lg">
-                            Distribute computation by sharing and loadbalancing instances or  sharding model weights.
-                            <a href="https://localai.io/features/distribute/" target="_blank">
-                                <i class="fas fa-circle-info pr-2"></i>
-                            </a>
-                        </p>
-            
-                    </header>
+                    <h1 class="text-4xl md:text-5xl font-bold text-white mb-4">
+                        <span class="bg-clip-text text-transparent bg-gradient-to-r from-blue-400 to-indigo-400">
+                            <i class="fa-solid fa-circle-nodes mr-2"></i> Distributed inference with P2P
+                        </span>
+                    </h1>
+                    <p class="text-xl text-gray-300">
+                        Distribute computation by sharing and loadbalancing instances or sharding model weights
+                        <a href="https://localai.io/features/distribute/" target="_blank" class="text-blue-400 hover:text-blue-300 transition-colors">
+                            <i class="fas fa-circle-info ml-2"></i>
+                        </a>
+                    </p>
                 </div>
-            </div>      
-            <h5 class="mb-4 text-justify">LocalAI uses P2P technologies to enable distribution of work between peers. It is possible to share an instance with Federation and/or split the weights of a model across peers (only available with llama.cpp models). You can now share computational resources between your devices or your friends!</h5>
-
-            <div class="bg-gray-800 p-6 rounded-lg shadow-lg mb-12 text-left">
-                <p class="text-lg font-bold mb-4 mt-1">
-                    Network token
-                    <i class="fa-solid fa-copy copy-icon float-right"></i>
+            </div>
+            
+            <div class="bg-gradient-to-r from-blue-900/30 to-indigo-900/30 rounded-2xl shadow-xl p-6 mb-10">
+                <p class="text-lg mb-4 text-gray-300">
+                    LocalAI uses P2P technologies to enable distribution of work between peers. It is possible to share an instance with Federation and/or split the weights of a model across peers (only available with llama.cpp models). You can now share computational resources between your devices or your friends!
+                </p>
+            </div>
+
+            <!-- Network Token Card -->
+            <div class="bg-gradient-to-r from-gray-800/90 to-gray-800/80 border border-gray-700/50 rounded-xl overflow-hidden shadow-xl mb-10 p-6 transition-all duration-300 hover:shadow-lg hover:shadow-blue-900/20 hover:border-blue-700/50">
+                <div class="flex items-center mb-4">
+                    <i class="fas fa-key text-yellow-400 text-xl mr-3"></i>
+                    <h3 class="text-xl font-bold text-white">Network Token</h3>
+                    <button onclick="copyClipboard('{{.P2PToken}}')" class="ml-auto bg-gray-700 hover:bg-gray-600 text-gray-300 p-2 rounded-lg transition-colors duration-200">
+                        <i class="fa-solid fa-copy"></i>
+                    </button>
+                </div>
+                <code class="block bg-gray-900/80 text-yellow-300 p-4 rounded-lg break-words mb-4 border border-gray-700/50" @click="copyClipboard($el.textContent)">{{.P2PToken}}</code>
+                <p class="text-gray-300">
+                    The network token can be used to either share the instance or join a federation or a worker network. Below you will find examples on how to start a new instance or a worker with this token.
                 </p>
-                <code class="block bg-gray-700 text-yellow-300 p-4 rounded-lg break-words" @click="copyClipboard($el.textContent)">{{.P2PToken}}</code><br>
-                The network token can be used to either share the instance or join a federation or a worker network. Below you will find a few examples on how to start a new instance or a worker with the token and you will be able to see the available workers and federated nodes.
             </div>
         
             <!-- Warning box if p2p token is empty and p2p is enabled -->
             {{ if and .IsP2PEnabled (eq .P2PToken "") }}
-            <div class="bg-red-500 p-4 rounded-lg shadow-lg mb-12 text-left">
-                <p class="text-xl font-semibold text-white"> <i class="fa-solid fa-exclamation-triangle"></i> Warning: P2P mode is disabled or no token was specified</p>
-                <p class="mb-4">You have to enable P2P mode by starting LocalAI with <code>--p2p</code>. Please restart the server with <code>--p2p</code> to generate a new token automatically that can be used to automatically discover other nodes. If you already have a token specify it with <code>export TOKEN=".."</code> <a href="https://localai.io/features/distribute/" target="_blank">
-                    Check out the documentation for more information.
-                </a> </p>
+            <div class="bg-gradient-to-r from-red-800/70 to-red-700/70 border border-red-600/50 p-6 rounded-xl shadow-lg mb-10 text-left">
+                <div class="flex items-center mb-2">
+                    <i class="fa-solid fa-exclamation-triangle text-red-300 text-2xl mr-3"></i>
+                    <h3 class="text-xl font-bold text-white">Warning: P2P mode is disabled or no token was specified</h3>
+                </div>
+                <p class="mb-4 text-red-200">
+                    You have to enable P2P mode by starting LocalAI with <code class="bg-red-900/50 px-2 py-0.5 rounded">--p2p</code>. Please restart the server with <code class="bg-red-900/50 px-2 py-0.5 rounded">--p2p</code> to generate a new token automatically that can be used to discover other nodes. If you already have a token, specify it with <code class="bg-red-900/50 px-2 py-0.5 rounded">export TOKEN=".."</code>
+                    <a href="https://localai.io/features/distribute/" target="_blank" class="text-red-300 hover:text-red-200 underline underline-offset-2">
+                       Check out the documentation for more information.
+                    </a>
+                </p>
             </div>
             {{ else }}
 
             <!-- Federation Box -->
-            <div class="bg-gray-800 p-6 rounded-lg shadow-lg mb-12 text-left">
+            <div class="bg-gradient-to-r from-gray-800/90 to-gray-800/80 border border-gray-700/50 rounded-xl overflow-hidden shadow-xl mb-10 transition-all duration-300 hover:shadow-lg hover:shadow-blue-900/20">
+                <div class="p-6 border-b border-gray-700/50">
+                    <div class="flex items-center mb-3">
+                        <i class="text-blue-400 fa-solid fa-circle-nodes text-2xl mr-3 fa-spin-pulse"></i>
+                        <h2 class="text-2xl font-bold text-white">Federated Nodes: 
+                            <span class="text-blue-400" hx-get="p2p/ui/workers-federation-stats" hx-trigger="every 1s"></span>
+                        </h2>
+                    </div>
+                    <p class="text-gray-300 mb-4">
+                        You can start LocalAI in federated mode to share your instance, or start the federated server to balance requests between nodes of the federation.
+                    </p>
 
-                <p class="text-xl font-semibold text-gray-200"> <i class="text-gray-200 fa-solid fa-circle-nodes"></i> Federated Nodes: <span hx-get="p2p/ui/workers-federation-stats" hx-trigger="every 1s"></span> </p>
-                <p class="mb-4">You can start LocalAI in federated mode to share your instance, or start the federated server to balance requests between nodes of the federation.</p>
-
-                <div class="grid grid-cols-1 sm:grid-cols-2 md:grid-cols-3 gap-4 mb-12">
-                    <div hx-get="p2p/ui/workers-federation" hx-trigger="every 1s"></div>
+                    <div class="grid grid-cols-1 sm:grid-cols-2 lg:grid-cols-3 gap-4 mb-8">
+                        <div hx-get="p2p/ui/workers-federation" hx-trigger="every 1s"></div>
+                    </div>
                 </div>
 
-                <hr class="border-gray-700 mb-12">
+                <div class="p-6">
+                    <h3 class="text-2xl font-bold text-white mb-6">
+                        <i class="fa-solid fa-book text-blue-400 mr-2"></i> Start a federated instance
+                    </h3>
 
-                <h3 class="text-2xl font-semibold text-gray-100 mb-6"><i class="fa-solid fa-book"></i> Start a federated instance</h3>
+                    <!-- Tabs navigation -->
+                    <ul class="mb-5 flex list-none flex-row flex-wrap ps-0 border border-gray-700/50 rounded-lg overflow-hidden" role="tablist" data-twe-nav-ref>
+                        <li role="presentation" class="flex-auto text-center">
+                            <a href="#tabs-federated-cli" class="tablink block border-0 bg-gray-800 px-7 py-4 text-sm font-medium uppercase leading-tight text-white hover:bg-gray-700 focus:bg-gray-700 data-[twe-nav-active]:border-blue-500 data-[twe-nav-active]:text-blue-400 data-[twe-nav-active]:bg-gray-700 active transition-all duration-200" data-twe-toggle="pill" data-twe-target="#tabs-federated-cli" data-twe-nav-active role="tab" aria-controls="tabs-federated-cli" aria-selected="true">
+                                <i class="fa-solid fa-terminal mr-2"></i> CLI
+                            </a>
+                        </li>
+                        <li role="presentation" class="flex-auto text-center">
+                            <a href="#tabs-federated-docker" class="tablink block border-0 bg-gray-800 px-7 py-4 text-sm font-medium uppercase leading-tight text-white hover:bg-gray-700 focus:bg-gray-700 data-[twe-nav-active]:border-blue-500 data-[twe-nav-active]:text-blue-400 data-[twe-nav-active]:bg-gray-700 transition-all duration-200" data-twe-toggle="pill" data-twe-target="#tabs-federated-docker" role="tab" aria-controls="tabs-federated-docker" aria-selected="false">
+                                <i class="fa-solid fa-box-open mr-2"></i> Container images
+                            </a>
+                        </li>
+                    </ul>
 
-                <!-- Tabs navigation -->
-                <ul class="mb-5 flex list-none flex-row flex-wrap ps-0" role="tablist" data-twe-nav-ref>
-                    <li role="presentation" class="flex-auto text-center">
-                        <a href="#tabs-federated-cli" class="tablink my-2 block border-0 bg-gray-800 px-7 pb-3.5 pt-4 text-xs font-medium uppercase leading-tight text-white hover:bg-gray-700 focus:bg-gray-700 data-[twe-nav-active]:border-yellow-500 data-[twe-nav-active]:text-yellow-500 data-[twe-nav-active]:bg-gray-700 active" data-twe-toggle="pill" data-twe-target="#tabs-federated-cli" data-twe-nav-active role="tab" aria-controls="tabs-federated-cli" aria-selected="true"><i class="fa-solid fa-terminal"></i> CLI</a>
-                    </li>
-                    <li role="presentation" class="flex-auto text-center">
-                        <a href="#tabs-federated-docker" class="tablink my-2 block border-0 bg-gray-800 px-7 pb-3.5 pt-4 text-xs font-medium uppercase leading-tight text-white hover:bg-gray-700 focus:bg-gray-700 data-[twe-nav-active]:border-yellow-500 data-[twe-nav-active]:text-yellow-500 data-[twe-nav-active]:bg-gray-700" data-twe-toggle="pill" data-twe-target="#tabs-federated-docker" role="tab" aria-controls="tabs-federated-docker" aria-selected="false"><i class="fa-solid fa-box-open"></i> Container images</a>
-                    </li>
-                </ul>
+                    <!-- Tabs content -->
+                    <div class="mb-6">                    
+                        <div class="tabcontent hidden opacity-100 transition-opacity duration-150 ease-linear data-[twe-tab-active]:block p-4" id="tabs-federated-cli" role="tabpanel" aria-labelledby="tabs-federated-cli" data-twe-tab-active>
+                            <div class="bg-gray-900/50 rounded-xl border border-gray-700/50 p-6">
+                                <div class="flex items-center justify-between mb-4">
+                                    <h4 class="text-lg font-bold text-white">
+                                        Start a new instance to share:
+                                    </h4>
+                                    <button onclick="copyClipboard('export TOKEN=\'{{.P2PToken}}\'\nlocal-ai run --federated --p2p')" class="bg-gray-700 hover:bg-gray-600 text-gray-300 p-2 rounded-lg transition-colors duration-200">
+                                        <i class="fa-solid fa-copy"></i>
+                                    </button>
+                                </div>
+                                <code class="block bg-gray-800 text-yellow-300 p-4 rounded-lg break-words mb-4 border border-gray-700/50">
+# Start a new instance to share with --federated and a TOKEN<br>
+export TOKEN="<span class="token">{{.P2PToken}}</span>"<br>
+local-ai run --federated --p2p</code>
 
-                <!-- Tabs content -->
-                <div class="mb-6">                    
-                    <div class="tabcontent hidden opacity-100 transition-opacity duration-150 ease-linear data-[twe-tab-active]:block p-4" id="tabs-federated-cli" role="tabpanel" aria-labelledby="tabs-federated-cli" data-twe-tab-active>
+                                <p class="text-gray-400 text-sm mt-2">Note: If you don't have a token do not specify it and use the generated one that you can find in this page.</p>
+                                
+                                <div class="flex items-center justify-between mb-4 mt-8">
+                                    <h4 class="text-lg font-bold text-white">
+                                        Start a new federated load balancer:
+                                    </h4>
+                                    <button onclick="copyClipboard('export TOKEN=\'{{.P2PToken}}\'\nlocal-ai federated')" class="bg-gray-700 hover:bg-gray-600 text-gray-300 p-2 rounded-lg transition-colors duration-200">
+                                        <i class="fa-solid fa-copy"></i>
+                                    </button>
+                                </div>
+                                <code class="block bg-gray-800 text-yellow-300 p-4 rounded-lg break-words mb-4 border border-gray-700/50">
+export TOKEN="<span class="token">{{.P2PToken}}</span>"<br>
+local-ai federated</code>
 
-                        <p class="text-lg font-bold mb-4 mt-1">
-                            To start a new instance to share:
-                            <i class="fa-solid fa-copy copy-icon float-right"></i>
-                        </p>
-                        <code class="block bg-gray-700 text-yellow-300 p-4 rounded-lg break-words" @click="copyClipboard($el.textContent)">
-                            # Start a new instance to share with --federated and a TOKEN<br>
-                            export TOKEN="<span class="token">{{.P2PToken}}</span>"<br>
-                            local-ai run --federated --p2p
-                        </code>
+                                <p class="text-gray-400 text-sm mt-2">Note: Token is needed when starting the federated server.</p>
 
-                        <p class="mt-2">Note: If you don't have a token do not specify it and use the generated one that you can find in this page.</p>
-                        <p class="text-lg font-bold mb-4 mt-1">
-                            To start a new federated load balancer:
-                            <i class="fa-solid fa-copy copy-icon float-right"></i>
-                        </p>
-                        <code class="block bg-gray-700 text-yellow-300 p-4 rounded-lg break-words" @click="copyClipboard($el.textContent)">
-                            export TOKEN="<span class="token">{{.P2PToken}}</span>"<br>
-                            local-ai federated
-                        </code>
+                                <p class="text-gray-300 mt-4">For all the options available, please refer to the <a href="https://localai.io/features/distribute/#starting-workers" target="_blank" class="text-blue-400 hover:text-blue-300 transition-colors">documentation</a>.</p>
+                            </div>
+                        </div>
+                        <div class="tabcontent hidden opacity-0 transition-opacity duration-150 ease-linear data-[twe-tab-active]:block p-4" id="tabs-federated-docker" role="tabpanel" aria-labelledby="tabs-federated-docker">
+                            <div class="bg-gray-900/50 rounded-xl border border-gray-700/50 p-6">
+                                <div class="flex items-center justify-between mb-4">
+                                    <h4 class="text-lg font-bold text-white">
+                                        Start a new federated instance:
+                                    </h4>
+                                    <button onclick="copyClipboard('docker run -ti --net host -e TOKEN=\'{{.P2PToken}}\' --name local-ai -p 8080:8080 localai/localai:latest-cpu run --federated --p2p')" class="bg-gray-700 hover:bg-gray-600 text-gray-300 p-2 rounded-lg transition-colors duration-200">
+                                        <i class="fa-solid fa-copy"></i>
+                                    </button>
+                                </div>
+                                <code class="block bg-gray-800 text-yellow-300 p-4 rounded-lg break-words mb-4 border border-gray-700/50">
+docker run -ti --net host -e TOKEN="<span class="token">{{.P2PToken}}</span>" --name local-ai -p 8080:8080 localai/localai:latest-cpu run --federated --p2p</code>
 
-                        <p class="mt-2">Note: Token is needed when starting the federated server.</p>
+                                <div class="flex items-center justify-between mb-4 mt-8">
+                                    <h4 class="text-lg font-bold text-white">
+                                        Start a new federated server with Docker (port to 9090):
+                                    </h4>
+                                    <button onclick="copyClipboard('docker run -ti --net host -e TOKEN=\'{{.P2PToken}}\' --name local-ai -p 9090:8080 localai/localai:latest-cpu federated')" class="bg-gray-700 hover:bg-gray-600 text-gray-300 p-2 rounded-lg transition-colors duration-200">
+                                        <i class="fa-solid fa-copy"></i>
+                                    </button>
+                                </div>
+                                <code class="block bg-gray-800 text-yellow-300 p-4 rounded-lg break-words mb-4 border border-gray-700/50">
+docker run -ti --net host -e TOKEN="<span class="token">{{.P2PToken}}</span>" --name local-ai -p 9090:8080 localai/localai:latest-cpu federated</code>
 
-                        <p class="mt-2">For all the options available, please refer to the <a href="https://localai.io/features/distribute/#starting-workers" target="_blank" class="text-yellow-300 hover:text-yellow-400">documentation</a>.</p>
-                    </div>
-                    <div class="tabcontent hidden opacity-0 transition-opacity duration-150 ease-linear data-[twe-tab-active]:block p-4" id="tabs-federated-docker" role="tabpanel" aria-labelledby="tabs-federated-docker">
-                        <p class="text-lg font-bold mb-4 mt-1">
-                            To start a new federated instance:
-                            <i class="fa-solid fa-copy copy-icon float-right"></i>
-                        </p>
-                        <code class="block bg-gray-700 text-yellow-300 p-4 rounded-lg break-words" @click="copyClipboard($el.textContent)">
-                            docker run -ti --net host -e TOKEN="<span class="token">{{.P2PToken}}</span>" --name local-ai -p 8080:8080 localai/localai:latest-cpu run --federated --p2p
-                        </code>
-
-                        <p class="text-lg font-bold mb-4 mt-1">
-                            To start a new federated server with Docker (port to 9090):
-                            <i class="fa-solid fa-copy copy-icon float-right"></i>
-                        </p>
-                        <code class="block bg-gray-700 text-yellow-300 p-4 rounded-lg break-words" @click="copyClipboard($el.textContent)">
-                            docker run -ti --net host -e TOKEN="<span class="token">{{.P2PToken}}</span>" --name local-ai -p 9090:8080 localai/localai:latest-cpu federated
-                        </code>
-
-                        <p class="mt-2">For all the options available and see what image to use, please refer to the <a href="https://localai.io/basics/container/" target="_blank" class="text-yellow-300 hover:text-yellow-400">Container images documentation</a> and <a href="https://localai.io/advanced/#cli-parameters" target="_blank" class="text-yellow-300 hover:text-yellow-400">CLI parameters documentation</a>.</p>
+                                <p class="text-gray-300 mt-4">For all the options available and see what image to use, please refer to the <a href="https://localai.io/basics/container/" target="_blank" class="text-blue-400 hover:text-blue-300 transition-colors">Container images documentation</a> and <a href="https://localai.io/advanced/#cli-parameters" target="_blank" class="text-blue-400 hover:text-blue-300 transition-colors">CLI parameters documentation</a>.</p>
+                            </div>
+                        </div>
                     </div>
                 </div>
             </div>
 
             <!-- Llama.cpp Box -->
-
-            <div class="bg-gray-800 p-6 rounded-lg shadow-lg mb-12 text-left">
-
-                <p class="text-xl font-semibold text-gray-200"> <i class="text-gray-200 fa-solid fa-circle-nodes"></i> Workers (llama.cpp): <span hx-get="p2p/ui/workers-stats" hx-trigger="every 1s"></span> </p>
-                <p class="mb-4">You can start llama.cpp workers to distribute weights between the workers and offload part of the computation. To start a new worker, you can use the CLI or Docker.</p>
-
-                <div class="grid grid-cols-1 sm:grid-cols-2 md:grid-cols-3 gap-4 mb-12">
-                    <div hx-get="p2p/ui/workers" hx-trigger="every 1s"></div>
-                </div>
-                <hr class="border-gray-700 mb-12">
-
-                <h3 class="text-2xl font-semibold text-gray-100 mb-6"><i class="fa-solid fa-book"></i> Start a new llama.cpp P2P worker</h3>
-                
-                <!-- Tabs navigation -->
-                <ul class="mb-5 flex list-none flex-row flex-wrap ps-0" role="tablist" data-twe-nav-ref>
-                    <li role="presentation" class="flex-auto text-center">
-                        <a href="#tabs-cli" class="tablink my-2 block border-0 bg-gray-800 px-7 pb-3.5 pt-4 text-xs font-medium uppercase leading-tight text-white hover:bg-gray-700 focus:bg-gray-700 data-[twe-nav-active]:border-yellow-500 data-[twe-nav-active]:text-yellow-500 data-[twe-nav-active]:bg-gray-700 active" data-twe-toggle="pill" data-twe-target="#tabs-cli" data-twe-nav-active role="tab" aria-controls="tabs-cli" aria-selected="true"><i class="fa-solid fa-terminal"></i> CLI</a>
-                    </li>
-                    <li role="presentation" class="flex-auto text-center">
-                        <a href="#tabs-docker" class="tablink my-2 block border-0 bg-gray-800 px-7 pb-3.5 pt-4 text-xs font-medium uppercase leading-tight text-white hover:bg-gray-700 focus:bg-gray-700 data-[twe-nav-active]:border-yellow-500 data-[twe-nav-active]:text-yellow-500 data-[twe-nav-active]:bg-gray-700" data-twe-toggle="pill" data-twe-target="#tabs-docker" role="tab" aria-controls="tabs-docker" aria-selected="false"><i class="fa-solid fa-box-open"></i> Container images</a>
-                    </li>
-                </ul>
-
-                <!-- Tabs content -->
-                <div class="mb-6">
-                    <div class="tabcontent hidden opacity-100 transition-opacity duration-150 ease-linear data-[twe-tab-active]:block p-4" id="tabs-cli" role="tabpanel" aria-labelledby="tabs-cli" data-twe-tab-active>
-                        <p class="text-lg font-bold mb-4 mt-1">
-                            To start a new worker, run the following command:
-                            <i class="fa-solid fa-copy copy-icon float-right"></i>
-                        </p>
-                        <code class="block bg-gray-700 text-yellow-300 p-4 rounded-lg break-words" @click="copyClipboard($el.textContent)">
-                            export TOKEN="<span class="token">{{.P2PToken}}</span>"<br>
-                            local-ai worker p2p-llama-cpp-rpc
-                        </code>
-
-                        <p class="mt-2">For all the options available, please refer to the <a href="https://localai.io/features/distribute/#starting-workers" target="_blank" class="text-yellow-300 hover:text-yellow-400">documentation</a>.</p>
+            <div class="bg-gradient-to-r from-gray-800/90 to-gray-800/80 border border-gray-700/50 rounded-xl overflow-hidden shadow-xl mb-10 transition-all duration-300 hover:shadow-lg hover:shadow-blue-900/20">
+                <div class="p-6 border-b border-gray-700/50">
+                    <div class="flex items-center mb-3">
+                        <i class="text-indigo-400 fa-solid fa-circle-nodes text-2xl mr-3 fa-spin-pulse"></i>
+                        <h2 class="text-2xl font-bold text-white">Workers (llama.cpp): 
+                            <span class="text-indigo-400" hx-get="p2p/ui/workers-stats" hx-trigger="every 1s"></span>
+                        </h2>
                     </div>
-                    <div class="tabcontent hidden opacity-0 transition-opacity duration-150 ease-linear data-[twe-tab-active]:block p-4" id="tabs-docker" role="tabpanel" aria-labelledby="tabs-docker">
-                        <p class="text-lg font-bold mb-4 mt-1">
-                            To start a new worker with docker, run the following command:
-                            <i class="fa-solid fa-copy copy-icon float-right"></i>
-                        </p>
-                        <code class="block bg-gray-700 text-yellow-300 p-4 rounded-lg break-words"  @click="copyClipboard($el.textContent)">
-                            docker run -ti --net host -e TOKEN="<span class="token">{{.P2PToken}}</span>" --name local-ai -p 8080:8080 localai/localai:latest-cpu worker p2p-llama-cpp-rpc
-                        </code>
+                    <p class="text-gray-300 mb-4">
+                        You can start llama.cpp workers to distribute weights between the workers and offload part of the computation. To start a new worker, you can use the CLI or Docker.
+                    </p>
 
-                        <p class="mt-2">For all the options available and see what image to use, please refer to the <a href="https://localai.io/basics/container/" target="_blank" class="text-yellow-300 hover:text-yellow-400">Container images documentation</a> and <a href="https://localai.io/advanced/#cli-parameters" target="_blank" class="text-yellow-300 hover:text-yellow-400">CLI parameters documentation</a>.</p>
+                    <div class="grid grid-cols-1 sm:grid-cols-2 lg:grid-cols-3 gap-4 mb-8">
+                        <div hx-get="p2p/ui/workers" hx-trigger="every 1s"></div>
+                    </div>
+                </div>
+
+                <div class="p-6">
+                    <h3 class="text-2xl font-bold text-white mb-6">
+                        <i class="fa-solid fa-book text-indigo-400 mr-2"></i> Start a new llama.cpp P2P worker
+                    </h3>
+                    
+                    <!-- Tabs navigation -->
+                    <ul class="mb-5 flex list-none flex-row flex-wrap ps-0 border border-gray-700/50 rounded-lg overflow-hidden" role="tablist" data-twe-nav-ref>
+                        <li role="presentation" class="flex-auto text-center">
+                            <a href="#tabs-cli" class="tablink block border-0 bg-gray-800 px-7 py-4 text-sm font-medium uppercase leading-tight text-white hover:bg-gray-700 focus:bg-gray-700 data-[twe-nav-active]:border-indigo-500 data-[twe-nav-active]:text-indigo-400 data-[twe-nav-active]:bg-gray-700 active transition-all duration-200" data-twe-toggle="pill" data-twe-target="#tabs-cli" data-twe-nav-active role="tab" aria-controls="tabs-cli" aria-selected="true">
+                                <i class="fa-solid fa-terminal mr-2"></i> CLI
+                            </a>
+                        </li>
+                        <li role="presentation" class="flex-auto text-center">
+                            <a href="#tabs-docker" class="tablink block border-0 bg-gray-800 px-7 py-4 text-sm font-medium uppercase leading-tight text-white hover:bg-gray-700 focus:bg-gray-700 data-[twe-nav-active]:border-indigo-500 data-[twe-nav-active]:text-indigo-400 data-[twe-nav-active]:bg-gray-700 transition-all duration-200" data-twe-toggle="pill" data-twe-target="#tabs-docker" role="tab" aria-controls="tabs-docker" aria-selected="false">
+                                <i class="fa-solid fa-box-open mr-2"></i> Container images
+                            </a>
+                        </li>
+                    </ul>
+
+                    <!-- Tabs content -->
+                    <div class="mb-6">
+                        <div class="tabcontent hidden opacity-100 transition-opacity duration-150 ease-linear data-[twe-tab-active]:block p-4" id="tabs-cli" role="tabpanel" aria-labelledby="tabs-cli" data-twe-tab-active>
+                            <div class="bg-gray-900/50 rounded-xl border border-gray-700/50 p-6">
+                                <div class="flex items-center justify-between mb-4">
+                                    <h4 class="text-lg font-bold text-white">
+                                        Start a new worker:
+                                    </h4>
+                                    <button onclick="copyClipboard('export TOKEN=\'{{.P2PToken}}\'\nlocal-ai worker p2p-llama-cpp-rpc')" class="bg-gray-700 hover:bg-gray-600 text-gray-300 p-2 rounded-lg transition-colors duration-200">
+                                        <i class="fa-solid fa-copy"></i>
+                                    </button>
+                                </div>
+                                <code class="block bg-gray-800 text-yellow-300 p-4 rounded-lg break-words mb-4 border border-gray-700/50">
+export TOKEN="<span class="token">{{.P2PToken}}</span>"<br>
+local-ai worker p2p-llama-cpp-rpc</code>
+
+                                <p class="text-gray-300 mt-4">For all the options available, please refer to the <a href="https://localai.io/features/distribute/#starting-workers" target="_blank" class="text-indigo-400 hover:text-indigo-300 transition-colors">documentation</a>.</p>
+                            </div>
+                        </div>
+                        <div class="tabcontent hidden opacity-0 transition-opacity duration-150 ease-linear data-[twe-tab-active]:block p-4" id="tabs-docker" role="tabpanel" aria-labelledby="tabs-docker">
+                            <div class="bg-gray-900/50 rounded-xl border border-gray-700/50 p-6">
+                                <div class="flex items-center justify-between mb-4">
+                                    <h4 class="text-lg font-bold text-white">
+                                        Start a new worker with Docker:
+                                    </h4>
+                                    <button onclick="copyClipboard('docker run -ti --net host -e TOKEN=\'{{.P2PToken}}\' --name local-ai -p 8080:8080 localai/localai:latest-cpu worker p2p-llama-cpp-rpc')" class="bg-gray-700 hover:bg-gray-600 text-gray-300 p-2 rounded-lg transition-colors duration-200">
+                                        <i class="fa-solid fa-copy"></i>
+                                    </button>
+                                </div>
+                                <code class="block bg-gray-800 text-yellow-300 p-4 rounded-lg break-words mb-4 border border-gray-700/50">
+docker run -ti --net host -e TOKEN="<span class="token">{{.P2PToken}}</span>" --name local-ai -p 8080:8080 localai/localai:latest-cpu worker p2p-llama-cpp-rpc</code>
+
+                                <p class="text-gray-300 mt-4">For all the options available and see what image to use, please refer to the <a href="https://localai.io/basics/container/" target="_blank" class="text-indigo-400 hover:text-indigo-300 transition-colors">Container images documentation</a> and <a href="https://localai.io/advanced/#cli-parameters" target="_blank" class="text-indigo-400 hover:text-indigo-300 transition-colors">CLI parameters documentation</a>.</p>
+                            </div>
+                        </div>
                     </div>
                 </div>
             </div>
@@ -178,6 +251,7 @@
     {{template "views/partials/footer" .}}
 </div>
 <script src="static/p2panimation.js"></script>
+
 <style>
     .token {
         word-break: break-all;
@@ -187,7 +261,19 @@
         flex-direction: column;
         justify-content: space-between;
     }
+    .fa-circle-nodes {
+        animation: pulseGlow 2s ease-in-out infinite;
+    }
+    @keyframes pulseGlow {
+        0%, 100% { filter: drop-shadow(0 0 2px rgba(96, 165, 250, 0.3)); }
+        50% { filter: drop-shadow(0 0 8px rgba(96, 165, 250, 0.7)); }
+    }
+    .copy-icon:hover, button:hover .fa-copy {
+        color: #60a5fa;
+        transform: scale(1.1);
+        transition: all 0.2s ease;
+    }
 </style>
 
 </body>
-</html>
+</html>
\ No newline at end of file
diff --git a/core/http/views/partials/footer.html b/core/http/views/partials/footer.html
index 77f7ff69..0ab13829 100644
--- a/core/http/views/partials/footer.html
+++ b/core/http/views/partials/footer.html
@@ -1,5 +1,43 @@
-<footer class="text-center py-8">
-    LocalAI Version {{.Version}}<br>
-    <a href='https://github.com/mudler/LocalAI' class="text-blue-400 hover:text-blue-600" target="_blank">LocalAI</a> © 2023-2025 <a href='https://mudler.pm' class="text-blue-400 hover:text-blue-600" target="_blank">Ettore Di Giacinto</a>
-</footer>
-<script src="static/assets/tw-elements.js"></script>
+<footer class="bg-gradient-to-r from-gray-900 to-gray-950 border-t border-gray-800/50 py-8 mt-auto">
+    <div class="container mx-auto px-4">
+      <div class="flex flex-col items-center justify-center space-y-4">
+        <!-- Logo & Version -->
+        <div class="flex items-center space-x-2">
+          {{ if .Version }}
+          <span class="text-sm md:text-base font-medium text-gray-400">LocalAI Version <span class="text-blue-400">{{.Version}}</span></span>
+          {{ end }}
+        </div>
+  
+        <!-- Links -->
+        <div class="flex flex-wrap justify-center gap-x-6 gap-y-3">
+          <a href="https://github.com/mudler/LocalAI" 
+             class="group flex items-center text-gray-300 hover:text-blue-400 transition duration-300 ease-in-out"
+             target="_blank">
+            <i class="fab fa-github mr-2 text-lg"></i>
+            <span>GitHub</span>
+            <i class="fas fa-external-link-alt text-xs ml-1.5 opacity-0 group-hover:opacity-100 transition-opacity duration-300"></i>
+          </a>
+          <a href="https://localai.io" 
+             class="group flex items-center text-gray-300 hover:text-blue-400 transition duration-300 ease-in-out"
+             target="_blank">
+            <i class="fas fa-book mr-2 text-lg"></i>
+            <span>Documentation</span>
+            <i class="fas fa-external-link-alt text-xs ml-1.5 opacity-0 group-hover:opacity-100 transition-opacity duration-300"></i>
+          </a>
+          <a href="https://mudler.pm" 
+             class="group flex items-center text-gray-300 hover:text-blue-400 transition duration-300 ease-in-out"
+             target="_blank">
+            <i class="fas fa-user mr-2 text-lg"></i>
+            <span>Author</span>
+            <i class="fas fa-external-link-alt text-xs ml-1.5 opacity-0 group-hover:opacity-100 transition-opacity duration-300"></i>
+          </a>
+        </div>
+  
+        <!-- Copyright Notice -->
+        <div class="mt-4 text-sm text-gray-500">
+          <span>© 2023-2025 <a href="https://mudler.pm" class="text-blue-400 hover:text-blue-300 transition duration-300" target="_blank">Ettore Di Giacinto</a></span>
+        </div>
+      </div>
+    </div>
+    <script src="static/assets/tw-elements.js"></script>
+  </footer>
\ No newline at end of file
diff --git a/core/http/views/partials/head.html b/core/http/views/partials/head.html
index 66afb22d..00fd4101 100644
--- a/core/http/views/partials/head.html
+++ b/core/http/views/partials/head.html
@@ -95,6 +95,29 @@
       90% { transform: rotate(2deg); }
       100% { transform: rotate(0deg); }
     }
+
+/* Add this to your existing CSS */
+.active-node {
+  position: relative;
+  overflow: hidden;
+}
+
+.active-node::before {
+  content: '';
+  position: absolute;
+  top: 0;
+  left: -100%;
+  width: 100%;
+  height: 2px;
+  background: linear-gradient(90deg, transparent, rgba(96, 165, 250, 0.8), transparent);
+  animation: nodeGlow 3s ease-in-out infinite;
+}
+
+@keyframes nodeGlow {
+  0% { left: -100%; }
+  50% { left: 100%; }
+  100% { left: 100%; }
+}
   </style>
 
   <!-- Initialize Flowbite on HTMX content load -->
diff --git a/core/http/views/partials/navbar.html b/core/http/views/partials/navbar.html
index 3a057cd8..7fabae37 100644
--- a/core/http/views/partials/navbar.html
+++ b/core/http/views/partials/navbar.html
@@ -1,55 +1,106 @@
-<nav class="bg-gray-800 shadow-lg">
-    <div class="container mx-auto px-4 py-4">
+<nav class="bg-gradient-to-r from-gray-900 to-gray-950 shadow-lg border-b border-gray-800/50">
+    <div class="container mx-auto px-4 py-3">
         <div class="flex items-center justify-between">
             <div class="flex items-center">
-                <!-- Logo Image: Replace 'logo_url_here' with your actual logo URL -->
-                <a href="./" class="text-white text-xl font-bold"><img src="https://github.com/go-skynet/LocalAI/assets/2420543/0966aa2a-166e-4f99-a3e5-6c915fc997dd" alt="LocalAI Logo" class="h-10 mr-3 border-2 border-gray-300 shadow rounded"></a>
-                <a href="./" class="text-white text-xl font-bold">LocalAI</a>
+                <!-- Logo Image -->
+                <a href="./" class="flex items-center group">
+                    <img src="https://github.com/go-skynet/LocalAI/assets/2420543/0966aa2a-166e-4f99-a3e5-6c915fc997dd" 
+                         alt="LocalAI Logo" 
+                         class="h-10 mr-3 rounded-lg border border-blue-600/30 shadow-md transition-all duration-300 group-hover:shadow-blue-500/20 group-hover:border-blue-500/50">
+                    <span class="text-white text-xl font-bold bg-clip-text text-transparent bg-gradient-to-r from-blue-400 to-indigo-400">LocalAI</span>
+                </a>
             </div>
+            
             <!-- Menu button for small screens -->
             <div class="lg:hidden">
-                <button id="menu-toggle" class="text-gray-400 hover:text-white focus:outline-none">
+                <button id="menu-toggle" class="text-gray-300 hover:text-blue-400 focus:outline-none p-2 rounded-lg transition duration-300 ease-in-out hover:bg-gray-800/70">
                     <i class="fas fa-bars fa-lg"></i>
                 </button>
             </div>
+            
             <!-- Navigation links -->
-            <div class="hidden lg:flex lg:items-center lg:justify-end lg:flex-1 lg:w-0">
-                <a href="./" class="text-gray-400 hover:text-white px-3 py-2 rounded"><i class="fas fa-home pr-2"></i>Home</a>
-                <a href="https://localai.io" class="text-gray-400 hover:text-white px-3 py-2 rounded" target="_blank" ><i class="fas fa-book-reader pr-2"></i> Documentation</a>
-                <a href="browse/" class="text-gray-400 hover:text-white px-3 py-2 rounded"><i class="fas fa-brain pr-2"></i> Models</a>
-                <a href="chat/" class="text-gray-400 hover:text-white px-3 py-2 rounded"><i class="fa-solid fa-comments pr-2"></i> Chat</a>
-                <a href="text2image/" class="text-gray-400 hover:text-white px-3 py-2 rounded"><i class="fas fa-image pr-2"></i> Generate images</a>
-                <a href="tts/" class="text-gray-400 hover:text-white px-3 py-2 rounded"><i class="fa-solid fa-music pr-2"></i> TTS </a>
-                <a href="talk/" class="text-gray-400 hover:text-white px-3 py-2 rounded"><i class="fa-solid fa-phone pr-2"></i> Talk </a>
+            <div class="hidden lg:flex lg:items-center lg:justify-end lg:space-x-1">
+                <a href="./" class="text-gray-300 hover:text-white px-3 py-2 rounded-lg transition duration-300 ease-in-out hover:bg-blue-900/30 flex items-center">
+                    <i class="fas fa-home text-blue-400 mr-2"></i>Home
+                </a>
+                <a href="browse/" class="text-gray-300 hover:text-white px-3 py-2 rounded-lg transition duration-300 ease-in-out hover:bg-blue-900/30 flex items-center">
+                    <i class="fas fa-brain text-blue-400 mr-2"></i>Models
+                </a>
+                <a href="chat/" class="text-gray-300 hover:text-white px-3 py-2 rounded-lg transition duration-300 ease-in-out hover:bg-blue-900/30 flex items-center">
+                    <i class="fa-solid fa-comments text-blue-400 mr-2"></i>Chat
+                </a>
+                <a href="text2image/" class="text-gray-300 hover:text-white px-3 py-2 rounded-lg transition duration-300 ease-in-out hover:bg-blue-900/30 flex items-center">
+                    <i class="fas fa-image text-blue-400 mr-2"></i>Generate images
+                </a>
+                <a href="tts/" class="text-gray-300 hover:text-white px-3 py-2 rounded-lg transition duration-300 ease-in-out hover:bg-blue-900/30 flex items-center">
+                    <i class="fa-solid fa-music text-blue-400 mr-2"></i>TTS
+                </a>
+                <a href="talk/" class="text-gray-300 hover:text-white px-3 py-2 rounded-lg transition duration-300 ease-in-out hover:bg-blue-900/30 flex items-center">
+                    <i class="fa-solid fa-phone text-blue-400 mr-2"></i>Talk
+                </a>
                 {{ if .IsP2PEnabled }}
-                <a href="p2p/" class="text-gray-400 hover:text-white px-3 py-2 rounded"><i class="fa-solid fa-circle-nodes"></i> Swarm </a>
+                <a href="p2p/" class="text-gray-300 hover:text-white px-3 py-2 rounded-lg transition duration-300 ease-in-out hover:bg-blue-900/30 flex items-center">
+                    <i class="fa-solid fa-circle-nodes text-blue-400 mr-2"></i>Swarm
+                </a>
                 {{ end }}
-                <a href="swagger/" class="text-gray-400 hover:text-white px-3 py-2 rounded"><i class="fas fa-code pr-2"></i> API</a>
+                <a href="swagger/" class="text-gray-300 hover:text-white px-3 py-2 rounded-lg transition duration-300 ease-in-out hover:bg-blue-900/30 flex items-center">
+                    <i class="fas fa-code text-blue-400 mr-2"></i>API
+                </a>
             </div>
         </div>
+        
         <!-- Collapsible menu for small screens -->
         <div class="hidden lg:hidden" id="mobile-menu">
-            <div class="pt-4 pb-3 border-t border-gray-700">
-                <a href="./" class="block text-gray-400 hover:text-white px-3 py-2 rounded mt-1"><i class="fas fa-home pr-2"></i>Home</a>
-                <a href="https://localai.io" class="block text-gray-400 hover:text-white px-3 py-2 rounded mt-1" target="_blank" ><i class="fas fa-book-reader pr-2"></i> Documentation</a>
-                <a href="browse/" class="block text-gray-400 hover:text-white px-3 py-2 rounded mt-1"><i class="fas fa-brain pr-2"></i> Models</a>
-                <a href="chat/" class="block text-gray-400 hover:text-white px-3 py-2 rounded mt-1"><i class="fa-solid fa-comments pr-2"></i> Chat</a>
-                <a href="text2image/" class="block text-gray-400 hover:text-white px-3 py-2 rounded mt-1"><i class="fas fa-image pr-2"></i> Generate images</a>
-                <a href="tts/" class="block text-gray-400 hover:text-white px-3 py-2 rounded mt-1"><i class="fa-solid fa-music pr-2"></i> TTS </a>
-                <a href="talk/" class="block text-gray-400 hover:text-white px-3 py-2 rounded mt-1"><i class="fa-solid fa-phone pr-2"></i> Talk </a>
+            <div class="pt-3 pb-2 space-y-1 border-t border-gray-800/50 mt-2">
+                <a href="./" class="block text-gray-300 hover:text-white hover:bg-blue-900/30 px-3 py-2 rounded-lg transition duration-300 ease-in-out flex items-center">
+                    <i class="fas fa-home text-blue-400 mr-3 w-5 text-center"></i>Home
+                </a>
+                <a href="browse/" class="block text-gray-300 hover:text-white hover:bg-blue-900/30 px-3 py-2 rounded-lg transition duration-300 ease-in-out flex items-center">
+                    <i class="fas fa-brain text-blue-400 mr-3 w-5 text-center"></i>Models
+                </a>
+                <a href="chat/" class="block text-gray-300 hover:text-white hover:bg-blue-900/30 px-3 py-2 rounded-lg transition duration-300 ease-in-out flex items-center">
+                    <i class="fa-solid fa-comments text-blue-400 mr-3 w-5 text-center"></i>Chat
+                </a>
+                <a href="text2image/" class="block text-gray-300 hover:text-white hover:bg-blue-900/30 px-3 py-2 rounded-lg transition duration-300 ease-in-out flex items-center">
+                    <i class="fas fa-image text-blue-400 mr-3 w-5 text-center"></i>Generate images
+                </a>
+                <a href="tts/" class="block text-gray-300 hover:text-white hover:bg-blue-900/30 px-3 py-2 rounded-lg transition duration-300 ease-in-out flex items-center">
+                    <i class="fa-solid fa-music text-blue-400 mr-3 w-5 text-center"></i>TTS
+                </a>
+                <a href="talk/" class="block text-gray-300 hover:text-white hover:bg-blue-900/30 px-3 py-2 rounded-lg transition duration-300 ease-in-out flex items-center">
+                    <i class="fa-solid fa-phone text-blue-400 mr-3 w-5 text-center"></i>Talk
+                </a>
                 {{ if .IsP2PEnabled }}
-                <a href="p2p/" class="block text-gray-400 hover:text-white px-3 py-2 rounded mt-1"><i class="fa-solid fa-circle-nodes"></i> Swarm </a>
+                <a href="p2p/" class="block text-gray-300 hover:text-white hover:bg-blue-900/30 px-3 py-2 rounded-lg transition duration-300 ease-in-out flex items-center">
+                    <i class="fa-solid fa-circle-nodes text-blue-400 mr-3 w-5 text-center"></i>Swarm
+                </a>
                 {{ end }}
-                <a href="swagger/" class="block text-gray-400 hover:text-white px-3 py-2 rounded mt-1"><i class="fas fa-code pr-2"></i> API</a>
+                <a href="swagger/" class="block text-gray-300 hover:text-white hover:bg-blue-900/30 px-3 py-2 rounded-lg transition duration-300 ease-in-out flex items-center">
+                    <i class="fas fa-code text-blue-400 mr-3 w-5 text-center"></i>API
+                </a>
             </div>
         </div>
     </div>
 </nav>
 
 <script>
-    // JavaScript to toggle the mobile menu
+    // JavaScript to toggle the mobile menu with animation
     document.getElementById('menu-toggle').addEventListener('click', function () {
         var mobileMenu = document.getElementById('mobile-menu');
-        mobileMenu.classList.toggle('hidden');
+        if (mobileMenu.classList.contains('hidden')) {
+            mobileMenu.classList.remove('hidden');
+            // Use setTimeout to create a mild animation effect
+            setTimeout(function() {
+                mobileMenu.classList.add('opacity-100');
+                mobileMenu.classList.remove('opacity-0');
+            }, 10);
+        } else {
+            mobileMenu.classList.add('opacity-0');
+            mobileMenu.classList.remove('opacity-100');
+            // Wait for transition to finish before hiding
+            setTimeout(function() {
+                mobileMenu.classList.add('hidden');
+            }, 300);
+        }
     });
-</script>
+</script>
\ No newline at end of file
diff --git a/core/http/views/partials/navbar_explorer.html b/core/http/views/partials/navbar_explorer.html
index ef10c76d..80fd9758 100644
--- a/core/http/views/partials/navbar_explorer.html
+++ b/core/http/views/partials/navbar_explorer.html
@@ -1,39 +1,75 @@
-<nav class="bg-gray-800 shadow-lg">
-    <div class="container mx-auto px-4 py-4">
+<nav class="bg-gradient-to-r from-gray-900 to-gray-950 shadow-lg border-b border-gray-800/50">
+    <div class="container mx-auto px-4 py-3">
         <div class="flex items-center justify-between">
             <div class="flex items-center">
-                <!-- Logo Image: Replace 'logo_url_here' with your actual logo URL -->
-                <a href="./" class="text-white text-xl font-bold"><img src="https://github.com/go-skynet/LocalAI/assets/2420543/0966aa2a-166e-4f99-a3e5-6c915fc997dd" alt="LocalAI Logo" class="h-10 mr-3 border-2 border-gray-300 shadow rounded"></a>
-                <a href="./" class="text-white text-xl font-bold">LocalAI</a>
+                <!-- Logo Image -->
+                <a href="./" class="flex items-center group">
+                    <img src="https://github.com/go-skynet/LocalAI/assets/2420543/0966aa2a-166e-4f99-a3e5-6c915fc997dd" 
+                         alt="LocalAI Logo" 
+                         class="h-10 mr-3 rounded-lg border border-blue-600/30 shadow-md transition-all duration-300 group-hover:shadow-blue-500/20 group-hover:border-blue-500/50">
+                    <span class="text-white text-xl font-bold bg-clip-text text-transparent bg-gradient-to-r from-blue-400 to-indigo-400">LocalAI</span>
+                </a>
             </div>
+            
             <!-- Menu button for small screens -->
             <div class="lg:hidden">
-                <button id="menu-toggle" class="text-gray-400 hover:text-white focus:outline-none">
+                <button id="menu-toggle" class="text-gray-300 hover:text-blue-400 focus:outline-none p-2 rounded-lg transition duration-300 ease-in-out hover:bg-gray-800/70">
                     <i class="fas fa-bars fa-lg"></i>
                 </button>
             </div>
+            
             <!-- Navigation links -->
-            <div class="hidden lg:flex lg:items-center lg:justify-end lg:flex-1 lg:w-0">
-                <a href="./" class="text-gray-400 hover:text-white px-3 py-2 rounded"><i class="fas fa-home pr-2"></i>Home</a>
-                <a href="https://localai.io" class="text-gray-400 hover:text-white px-3 py-2 rounded" target="_blank" ><i class="fas fa-book-reader pr-2"></i> Documentation</a>
-                <a href="https://models.localai.io/" class="text-gray-400 hover:text-white px-3 py-2 rounded"><i class="fas fa-brain pr-2"></i> Models</a>
+            <div class="hidden lg:flex lg:items-center lg:justify-end lg:space-x-1">
+                <a href="./" class="text-gray-300 hover:text-white px-3 py-2 rounded-lg transition duration-300 ease-in-out hover:bg-blue-900/30 flex items-center">
+                    <i class="fas fa-home text-blue-400 mr-2"></i>Home
+                </a>
+                <a href="https://localai.io" target="_blank" class="text-gray-300 hover:text-white px-3 py-2 rounded-lg transition duration-300 ease-in-out hover:bg-blue-900/30 flex items-center group">
+                    <i class="fas fa-book-reader text-blue-400 mr-2"></i>Documentation
+                    <i class="fas fa-external-link-alt text-xs ml-1 opacity-70 group-hover:opacity-100 transition-opacity"></i>
+                </a>
+                <a href="https://models.localai.io/" class="text-gray-300 hover:text-white px-3 py-2 rounded-lg transition duration-300 ease-in-out hover:bg-blue-900/30 flex items-center">
+                    <i class="fas fa-brain text-blue-400 mr-2"></i>Models
+                </a>
             </div>
         </div>
+        
         <!-- Collapsible menu for small screens -->
         <div class="hidden lg:hidden" id="mobile-menu">
-            <div class="pt-4 pb-3 border-t border-gray-700">
-                <a href="./" class="block text-gray-400 hover:text-white px-3 py-2 rounded mt-1"><i class="fas fa-home pr-2"></i>Home</a>
-                <a href="https://localai.io" class="block text-gray-400 hover:text-white px-3 py-2 rounded mt-1" target="_blank" ><i class="fas fa-book-reader pr-2"></i> Documentation</a>
-                <a href="https://models.localai.io/" class="text-gray-400 hover:text-white px-3 py-2 rounded"><i class="fas fa-brain pr-2"></i> Models</a>
+            <div class="pt-3 pb-2 space-y-1 border-t border-gray-800/50 mt-2">
+                <a href="./" class="block text-gray-300 hover:text-white hover:bg-blue-900/30 px-3 py-2 rounded-lg transition duration-300 ease-in-out flex items-center">
+                    <i class="fas fa-home text-blue-400 mr-3 w-5 text-center"></i>Home
+                </a>
+                <a href="https://localai.io" target="_blank" class="block text-gray-300 hover:text-white hover:bg-blue-900/30 px-3 py-2 rounded-lg transition duration-300 ease-in-out flex items-center">
+                    <i class="fas fa-book-reader text-blue-400 mr-3 w-5 text-center"></i>Documentation
+                    <i class="fas fa-external-link-alt text-xs ml-1 opacity-70"></i>
+                </a>
+                <a href="https://models.localai.io/" class="block text-gray-300 hover:text-white hover:bg-blue-900/30 px-3 py-2 rounded-lg transition duration-300 ease-in-out flex items-center">
+                    <i class="fas fa-brain text-blue-400 mr-3 w-5 text-center"></i>Models
+                </a>
             </div>
         </div>
     </div>
 </nav>
 
 <script>
-    // JavaScript to toggle the mobile menu
+    // JavaScript to toggle the mobile menu with animation
     document.getElementById('menu-toggle').addEventListener('click', function () {
         var mobileMenu = document.getElementById('mobile-menu');
-        mobileMenu.classList.toggle('hidden');
+        if (mobileMenu.classList.contains('hidden')) {
+            mobileMenu.classList.remove('hidden');
+            // Use setTimeout to create a mild animation effect
+            setTimeout(function() {
+                mobileMenu.classList.add('opacity-100');
+                mobileMenu.classList.remove('opacity-0');
+            }, 10);
+        } else {
+            mobileMenu.classList.add('opacity-0');
+            mobileMenu.classList.remove('opacity-100');
+            // Wait for transition to finish before hiding
+            setTimeout(function() {
+                mobileMenu.classList.add('hidden');
+            }, 300);
+        }
     });
-</script>
+    
+</script>
\ No newline at end of file
diff --git a/core/http/views/talk.html b/core/http/views/talk.html
index cfcfd00e..031c9a2c 100644
--- a/core/http/views/talk.html
+++ b/core/http/views/talk.html
@@ -1,112 +1,160 @@
-<!doctype html>
+<!DOCTYPE html>
 <html lang="en">
   {{template "views/partials/head" .}}
   <script defer src="static/talk.js"></script>
-  <style>
-    body {
-        overflow: hidden; 
-    }
-  </style>
-  <body class="bg-gray-900 text-gray-200" x-data="{ key: $store.chat.key }">
+  <body class="bg-gradient-to-br from-gray-900 to-gray-950 text-gray-200" x-data="{ key: $store.chat.key }">
     <div class="flex flex-col min-h-screen">
 
-    {{template "views/partials/navbar" .}}
-    <div class="chat-container mt-2 mr-2 ml-2 mb-2 bg-gray-800 shadow-lg rounded-lg " >
-     <!-- Chat Header -->
-      <div class="border-b border-gray-700 p-4"  x-data="{ component: 'menu' }">
+      {{template "views/partials/navbar" .}}
 
-        <div class="flex items-center justify-center">
-
-          <div x-show="component === 'menu'" id="menu">
-        
-            <button @click="component = 'key'" title="Update API key"
-            class="m-2 float-right inline-block rounded bg-primary px-6 pb-2.5 mb-3 pt-2.5 text-xs font-medium uppercase leading-normal text-white shadow-primary-3 transition duration-150 ease-in-out hover:bg-primary-accent-300 hover:shadow-primary-2 focus:bg-primary-accent-300 focus:shadow-primary-2 focus:outline-none focus:ring-0 active:bg-primary-600 active:shadow-primary-2 dark:shadow-black/30 dark:hover:shadow-dark-strong dark:focus:shadow-dark-strong dark:active:shadow-dark-strong"
-            >Set API Key🔑</button>
-            
+      <div class="container mx-auto px-4 py-8 flex-grow">
+        <!-- Hero Section -->
+        <div class="bg-gradient-to-r from-blue-900/30 to-indigo-900/30 rounded-2xl shadow-xl p-8 mb-10">
+          <div class="max-w-4xl mx-auto text-center">
+            <h1 class="text-4xl md:text-5xl font-bold text-white mb-4">
+              <span class="bg-clip-text text-transparent bg-gradient-to-r from-blue-400 to-indigo-400">
+                <i class="fas fa-comments mr-2"></i>Talk Interface
+              </span>
+            </h1>
+            <p class="text-xl text-gray-300 mb-6">Speak with your AI models using voice interaction</p>
           </div>
+        </div>
+
+        <!-- Talk Interface -->
+        <div class="max-w-3xl mx-auto">
+          <div class="bg-gray-800/90 border border-gray-700/50 rounded-xl overflow-hidden transition-all duration-300 shadow-lg shadow-blue-900/20">
+            <!-- Key Management Header -->
+            <div class="border-b border-gray-700 p-4" x-data="{ component: 'menu' }">
+              <div class="flex items-center justify-center">
+                <div x-show="component === 'menu'" id="menu">
+                  <button 
+                    @click="component = 'key'" 
+                    title="Update API key"
+                    class="group flex items-center bg-blue-600 hover:bg-blue-700 text-white py-2 px-6 rounded-lg transition duration-300 ease-in-out transform hover:scale-105 hover:shadow-lg"
+                  >
+                    <i class="fas fa-key mr-2"></i>
+                    <span>Set API Key</span>
+                    <i class="fas fa-arrow-right opacity-0 group-hover:opacity-100 group-hover:translate-x-2 ml-2 transition-all duration-300"></i>
+                  </button>
+                </div>
+                
+                <form x-show="component === 'key'" id="key" class="flex items-center space-x-2">
+                  <input
+                    type="password"
+                    id="apiKey"
+                    name="apiKey"
+                    class="bg-gray-800 text-white border border-gray-600 focus:border-blue-500 focus:ring focus:ring-blue-500 focus:ring-opacity-50 rounded-lg shadow-sm p-2 appearance-none"
+                    placeholder="API Key"
+                    x-model.lazy="key"
+                  />
+                  <button 
+                    @click="component = 'menu'" 
+                    type="submit" 
+                    title="Save API key"
+                    class="bg-blue-600 hover:bg-blue-700 text-white p-2 rounded-lg transition duration-300"
+                  >
+                    <i class="fa-solid fa-arrow-right"></i>
+                  </button>
+                </form>
+              </div>
+            </div>
+
+            <!-- Talk Interface Body -->
+            <div class="p-6">
+              <!-- Recording Status -->
+              <div id="recording" class="bg-red-900/20 border border-red-700/50 rounded-lg p-4 mb-4 flex items-center space-x-3" style="display: none;">
+                <i class="fa-solid fa-microphone text-2xl text-red-400 animate-pulse"></i>
+                <span class="text-red-200 font-medium">Recording... press "Stop recording" to stop</span>
+              </div>
+              
+              <!-- Loader -->
+              <div id="loader" class="my-4 flex justify-center" style="display: none;">
+                <div class="animate-spin rounded-full h-10 w-10 border-t-2 border-b-2 border-blue-500"></div>
+              </div>
+              
+              <!-- Status Text -->
+              <div id="statustext" class="my-4 p-3 bg-gray-700/50 border border-gray-600/50 rounded-lg text-gray-200" style="min-height: 3rem;">Press the record button to start recording.</div>
+              
+              <!-- Note -->
+              <div class="bg-blue-900/20 border border-blue-700/50 rounded-lg p-4 mb-6">
+                <div class="flex items-start">
+                  <i class="fas fa-info-circle text-blue-400 mt-1 mr-3 flex-shrink-0"></i>
+                  <p class="text-gray-300">
+                    <strong class="text-blue-300">Note:</strong> You need an LLM, an audio-transcription (whisper), and a TTS model installed for this to work. Select the appropriate models below and click 'Talk' to start recording. The recording will continue until you click 'Stop recording'. Make sure your microphone is set up and enabled.
+                  </p>
+                </div>
+              </div>
+              
+              <!-- Model Selectors -->
+              <div class="grid grid-cols-1 md:grid-cols-3 gap-6 mb-6">
+                <!-- LLM Model -->
+                <div class="space-y-2">
+                  <label for="modelSelect" class="flex items-center text-gray-200 font-medium">
+                    <i class="fas fa-brain text-blue-400 mr-2"></i>LLM Model
+                  </label>
+                  <select id="modelSelect" 
+                    class="w-full bg-gray-800 text-white border border-gray-700 focus:border-blue-500 focus:ring focus:ring-blue-500 focus:ring-opacity-30 rounded-lg shadow-sm p-2.5 appearance-none">
+                    <option value="" disabled class="text-gray-400">Select a model</option>
+                    {{ range .ModelsConfig }}
+                    <option value="{{.}}" class="bg-gray-700 text-white">{{.}}</option>
+                    {{ end }}
+                  </select>
+                </div>
+                
+                <!-- Whisper Model -->
+                <div class="space-y-2">
+                  <label for="whisperModelSelect" class="flex items-center text-gray-200 font-medium">
+                    <i class="fas fa-ear-listen text-purple-400 mr-2"></i>Whisper Model
+                  </label>
+                  <select id="whisperModelSelect" 
+                    class="w-full bg-gray-800 text-white border border-gray-700 focus:border-blue-500 focus:ring focus:ring-blue-500 focus:ring-opacity-30 rounded-lg shadow-sm p-2.5 appearance-none">
+                    <option value="" disabled class="text-gray-400">Select a model</option>
+                    {{ range .ModelsConfig }}
+                    <option value="{{.}}" class="bg-gray-700 text-white">{{.}}</option>
+                    {{ end }}
+                  </select>
+                </div>
+                
+                <!-- TTS Model -->
+                <div class="space-y-2">
+                  <label for="ttsModelSelect" class="flex items-center text-gray-200 font-medium">
+                    <i class="fas fa-volume-high text-green-400 mr-2"></i>TTS Model
+                  </label>
+                  <select id="ttsModelSelect" 
+                    class="w-full bg-gray-800 text-white border border-gray-700 focus:border-blue-500 focus:ring focus:ring-blue-500 focus:ring-opacity-30 rounded-lg shadow-sm p-2.5 appearance-none">
+                    <option value="" disabled class="text-gray-400">Select a model</option>
+                    {{ range .ModelsConfig }}
+                    <option value="{{.}}" class="bg-gray-700 text-white">{{.}}</option>
+                    {{ end }}
+                  </select>
+                </div>
+              </div>
+              
+              <!-- Buttons -->
+              <div class="flex items-center justify-between mt-8">
+                <button id="recordButton" 
+                  class="group flex items-center bg-red-600 hover:bg-red-700 text-white py-2 px-6 rounded-lg transition duration-300 ease-in-out transform hover:scale-105 hover:shadow-lg">
+                  <i class="fas fa-microphone mr-2"></i>
+                  <span>Talk</span>
+                  <i class="fas fa-arrow-right opacity-0 group-hover:opacity-100 group-hover:translate-x-2 ml-2 transition-all duration-300"></i>
+                </button>
+                
+                <a id="resetButton" 
+                  class="flex items-center text-blue-400 hover:text-blue-300 transition duration-200" 
+                  href="#">
+                  <i class="fas fa-rotate-right mr-2"></i>
+                  <span>Reset conversation</span>
+                </a>
+              </div>
+              
+              <!-- Audio Playback -->
+              <audio id="audioPlayback" controls hidden></audio>
+            </div>
+          </div>
+        </div>
+      </div>
       
-        <form x-show="component === 'key'" id="key">
-          <input
-            type="password"
-            id="apiKey"
-            name="apiKey"
-            class="bg-gray-800 text-white border border-gray-600 focus:border-blue-500 focus:ring focus:ring-blue-500 focus:ring-opacity-50 rounded-md shadow-sm p-2 appearance-none"
-            placeholder="API Key"
-            x-model.lazy="key"
-          />
-          <button @click="component = 'menu'" type="submit" title="Save API key">
-            <i class="fa-solid fa-arrow-right"></i>
-          </button>
-        </form>
-        </div>
-      </div>
-
-    <div class="flex items-center justify-center">
-    <div class="w-full p-4  max-w-md border-t border-gray-700 ">
-      <div class="bg-gray-700 shadow-md rounded px-8 pt-6 pb-8 mb-4">
-      <div id="recording" class="" style="display: none;">
-        <i class="fa-solid fa-microphone animate-pulse text-red-700"></i>
-        <span class="text-white-700 text-sm font-bold mb-2">Recording... press "Stop recording" to stop</span>
-      </div>
-      <div id="loader" class="my-2 loader" style="display: none;"></div>
-      <div id="statustext" class="my-2 p-2 block text-white-700 text-sm font-bold mb-2" ></div>
-      <!-- Note for recording box -->
-      <div class="text-sm mb-4 text-white-500">
-        <strong>Note:</strong> You need an LLM a audio-transcription(whisper) and a tts model installed in order for this to work. Select the appropariate model from the toolbox and then click the 'Talk' button to start recording. The recording will continue until you click 'Stop recording'. Make sure your microphone is set up and enabled.
-      </div>
-      <div class="mb-4" >
-        <label for="modelSelect" class="block text-white-700 text-sm font-bold mb-2">LLM Model:</label>
-        <select id="modelSelect"
-        class="bg-gray-800 text-white border border-gray-600 focus:border-blue-500 focus:ring focus:ring-blue-500 focus:ring-opacity-50 rounded-md shadow-sm p-2 appearance-none"
-        >
-          <option value="" disabled class="text-gray-400" >Select a model</option>
-
-          {{ range .ModelsConfig }}
-          <option value="{{.}}"  class="bg-gray-700 text-white">{{.}}</option>
-          {{ end }}
-        </select>
-      </div>
-
-      <div class="mb-4" >
-        <label for="whisperModelSelect" class="block text-white-700 text-sm font-bold mb-2">Whisper Model:</label>
-          <select id="whisperModelSelect"
-          class="bg-gray-800 text-white border border-gray-600 focus:border-blue-500 focus:ring focus:ring-blue-500 focus:ring-opacity-50 rounded-md shadow-sm p-2 appearance-none"
-
-          >
-            <option value="" disabled class="text-gray-400" >Select a model</option>
-
-            {{ range .ModelsConfig }}
-            <option value="{{.}}"  class="bg-gray-700 text-white">{{.}}</option>
-            {{ end }}
-          </select>
-      </div>
-  
-  
-      <div class="mb-4" >
-        <label for="ttsModelSelect" class="block text-white-700 text-sm font-bold mb-2">TTS Model:</label>
-        <select id="ttsModelSelect"
-        class="bg-gray-800 text-white border border-gray-600 focus:border-blue-500 focus:ring focus:ring-blue-500 focus:ring-opacity-50 rounded-md shadow-sm p-2 appearance-none"
-        >
-          <option value="" disabled class="text-gray-400" >Select a model</option>
-          {{ range .ModelsConfig }}
-          <option value="{{.}}"  class="bg-gray-700 text-white">{{.}}</option>
-          {{ end }}
-        </select>
-      </div>
-
-
-      <button id="recordButton"
-        class="bg-red-500 hover:bg-red-700 text-white font-bold py-2 px-4 rounded focus:outline-none focus:shadow-outline"
-      ><i class="fa-solid fa-microphone pr-2"></i>Talk</button>
-      <a id="resetButton"
-      class="inline-block align-baseline font-bold text-sm text-blue-500 hover:text-gray-200"
-      href="#"
-      >Reset conversation</a>
-      <audio id="audioPlayback" controls hidden></audio>
-
-        </div>
-      </div>
-      </div>
+      {{template "views/partials/footer" .}}
     </div>
   </body>
-</html>
+</html>
\ No newline at end of file
diff --git a/core/http/views/text2image.html b/core/http/views/text2image.html
index 1eb16b11..39a4b336 100644
--- a/core/http/views/text2image.html
+++ b/core/http/views/text2image.html
@@ -3,104 +3,148 @@
 {{template "views/partials/head" .}}
 <script defer src="static/image.js"></script>
 
-<body class="bg-gray-900 text-gray-200">
+<body class="bg-gradient-to-br from-gray-900 to-gray-950 text-gray-200">
 <div class="flex flex-col min-h-screen">
    
     {{template "views/partials/navbar" .}}
-    <div class="container mx-auto px-4 py-8 flex-grow " x-data="{ component: 'menu' }">
+    <div class="container mx-auto px-4 py-8 flex-grow" x-data="{ component: 'menu' }">
     
-
-          <!-- Hero Header -->
-          <div class="bg-gradient-to-r from-indigo-900/30 to-purple-900/30 rounded-2xl shadow-xl p-6 mb-8">
+        <!-- Hero Section -->
+        <div class="bg-gradient-to-r from-blue-900/30 to-indigo-900/30 rounded-2xl shadow-xl p-8 mb-10">
             <div class="max-w-4xl mx-auto text-center">
-                <h1 class="text-3xl md:text-4xl font-bold text-white mb-3">
-                    <span class="bg-clip-text text-transparent bg-gradient-to-r from-indigo-400 to-purple-400">
-                        Image generation {{ if .Model }} with {{.Model}} {{ end }}
+                <h1 class="text-4xl md:text-5xl font-bold text-white mb-4">
+                    <span class="bg-clip-text text-transparent bg-gradient-to-r from-blue-400 to-indigo-400">
+                        Image Generation {{ if .Model }} with {{.Model}} {{ end }}
                     </span>
                 </h1>
+                <p class="text-xl text-gray-300 mb-6">Create stunning images from text descriptions</p>
                 <div class="flex flex-wrap justify-center gap-4">
-                  <a href="https://localai.io/features/image-generation/" target="_blank" 
-                     class="group flex items-center bg-blue-600 hover:bg-blue-700 text-white py-2 px-6 rounded-lg transition duration-300 ease-in-out transform hover:scale-105 hover:shadow-lg">
-                      <i class="fas fa-book-reader mr-2"></i>
-                      <span>Documentation</span>
-                      <i class="fas fa-arrow-right opacity-0 group-hover:opacity-100 group-hover:translate-x-2 ml-2 transition-all duration-300"></i>
-                  </a>
-              </div>
+                    <a href="https://localai.io/features/image-generation/" target="_blank" 
+                       class="group flex items-center bg-blue-600 hover:bg-blue-700 text-white py-2 px-6 rounded-lg transition duration-300 ease-in-out transform hover:scale-105 hover:shadow-lg">
+                        <i class="fas fa-book-reader mr-2"></i>
+                        <span>Documentation</span>
+                        <i class="fas fa-arrow-right opacity-0 group-hover:opacity-100 group-hover:translate-x-2 ml-2 transition-all duration-300"></i>
+                    </a>
+                    <a href="browse" 
+                       class="group flex items-center bg-indigo-600 hover:bg-indigo-700 text-white py-2 px-6 rounded-lg transition duration-300 ease-in-out transform hover:scale-105 hover:shadow-lg">
+                        <i class="fas fa-images mr-2"></i>
+                        <span>Gallery</span>
+                        <i class="fas fa-arrow-right opacity-0 group-hover:opacity-100 group-hover:translate-x-2 ml-2 transition-all duration-300"></i>
+                    </a>
+                </div>
             </div>
         </div>
       
-            
-        <div class="mt-12">
-           <div class="text-center font-semibold text-gray-100">
-              <div class="flex items-center justify-between">
-
-              <div x-show="component === 'menu'" id="menu">
-                <button @click="component = 'key'" title="Update API key"
-                class="m-2 float-right inline-block rounded bg-primary px-6 pb-2.5 mb-3 pt-2.5 text-xs font-medium uppercase leading-normal text-white shadow-primary-3 transition duration-150 ease-in-out hover:bg-primary-accent-300 hover:shadow-primary-2 focus:bg-primary-accent-300 focus:shadow-primary-2 focus:outline-none focus:ring-0 active:bg-primary-600 active:shadow-primary-2 dark:shadow-black/30 dark:hover:shadow-dark-strong dark:focus:shadow-dark-strong dark:active:shadow-dark-strong"
-                >Set API Key🔑</button>
-              </div>
-              <form x-show="component === 'key'" id="key">
-                <input
-                  type="password"
-                  id="apiKey"
-                  name="apiKey"
-                  placeholder="OpenAI API Key"
-                  x-model.lazy="key"
-                />
-                <button @click="component = 'menu'" type="submit" title="Save API key">
-                  🔒
-                </button>
-              </form>
-
-              <select x-data="{ link : '' }" x-model="link" x-init="$watch('link', value => window.location = link)" 
-                class="bg-gray-800 text-white border border-gray-600 focus:border-blue-500 focus:ring focus:ring-blue-500 focus:ring-opacity-50 rounded-md shadow-sm p-2 appearance-none"
-                >	
-                <!-- Options -->
-                <option value="" disabled class="text-gray-400" >Select a model</option>
-                {{ $model:=.Model}}
-                {{ range .ModelsConfig }}
-                  {{ $cfg := . }}
-                  {{ range .KnownUsecaseStrings }}
-                    {{ if eq . "FLAG_IMAGE" }}
-                        <option value="text2image/{{$cfg.Name}}" {{ if eq $cfg.Name $model }} selected {{end}} class="bg-gray-700 text-white">{{$cfg.Name}}</option>
-                    {{ end }}
-                  {{ end }}
-                {{ end }}
-                {{ range .ModelsWithoutConfig }}
-                    <option value="text2image/{{.}}" {{ if eq . $model }} selected {{ end }} class="bg-gray-700 text-white">{{.}}</option>
-                {{end}}
-              </select>
-              
-              </div>
+        <!-- Model Selection and Controls -->
+        <div class="bg-gray-800/90 border border-gray-700/50 rounded-xl p-6 mb-8 shadow-lg">
+            <div class="flex flex-col md:flex-row items-center justify-between gap-4">
+                <!-- Model Selector -->
+                <div class="w-full md:w-auto">
+                    <label for="model-select" class="block text-sm font-medium text-gray-300 mb-2">Select a Model</label>
+                    <select x-data="{ link : '' }" x-model="link" x-init="$watch('link', value => window.location = link)" 
+                        id="model-select"
+                        class="bg-gray-900 text-white border border-gray-700 focus:border-blue-500 focus:ring focus:ring-blue-500 focus:ring-opacity-50 rounded-lg shadow-sm p-2.5 pr-10 appearance-none w-full md:w-64 transition-colors duration-200"
+                    >	
+                        <option value="" disabled class="text-gray-400">Select a model</option>
+                        {{ $model:=.Model}}
+                        {{ range .ModelsConfig }}
+                          {{ $cfg := . }}
+                          {{ range .KnownUsecaseStrings }}
+                            {{ if eq . "FLAG_IMAGE" }}
+                                <option value="text2image/{{$cfg.Name}}" {{ if eq $cfg.Name $model }} selected {{end}} class="bg-gray-800 text-white">{{$cfg.Name}}</option>
+                            {{ end }}
+                          {{ end }}
+                        {{ end }}
+                        {{ range .ModelsWithoutConfig }}
+                            <option value="text2image/{{.}}" {{ if eq . $model }} selected {{ end }} class="bg-gray-800 text-white">{{.}}</option>
+                        {{end}}
+                    </select>
+                </div>
+                
+                <!-- API Key Controls -->
+                <div class="w-full md:w-auto">
+                    <div x-show="component === 'menu'" id="menu" class="flex justify-end">
+                        <button @click="component = 'key'" title="Update API key"
+                            class="flex items-center bg-blue-600 hover:bg-blue-700 text-white py-2 px-4 rounded-lg transition duration-300 ease-in-out transform hover:shadow-lg"
+                        >
+                            <i class="fas fa-key mr-2"></i>
+                            <span>Set API Key</span>
+                        </button>
+                    </div>
+                    <form x-show="component === 'key'" id="key" class="flex items-center space-x-2">
+                        <div class="relative">
+                            <input
+                                type="password"
+                                id="apiKey"
+                                name="apiKey"
+                                placeholder="OpenAI API Key"
+                                x-model.lazy="key"
+                                class="pl-3 pr-10 py-2 bg-gray-900 border border-gray-700 focus:border-blue-500 focus:ring-1 focus:ring-blue-500 rounded-lg text-gray-200"
+                            />
+                            <div class="absolute inset-y-0 right-0 flex items-center pr-3">
+                                <i class="fas fa-lock text-gray-500"></i>
+                            </div>
+                        </div>
+                        <button @click="component = 'menu'" type="submit" title="Save API key"
+                            class="bg-green-600 hover:bg-green-700 text-white p-2 rounded-lg transition duration-300 ease-in-out">
+                            <i class="fas fa-save"></i>
+                        </button>
+                    </form>
+                </div>
             </div>
-
-            <div class="mt-12 relative">
-              <input id="image-model" type="hidden" value="{{.Model}}">
-              <form id="genimage" action="text2image/{{.Model}}" method="get">
-                <input
-                  type="text"
-                  id="input"
-                  name="input"
-                  placeholder="Prompt…"
-                  autocomplete="off"
-                  class="form-control block w-full pl-10 px-4 py-3 text-base font-normal text-gray-300 bg-gray-900/80 bg-clip-padding border border-gray-700/70 rounded-lg transition ease-in-out focus:text-gray-200 focus:bg-gray-900 focus:border-blue-500 focus:ring-1 focus:ring-blue-500/50 focus:outline-none"
-                  required
-                />
-                <span id="loader" class="my-2 loader absolute right-3 top-2"  >
-                  <svg class="animate-spin h-5 w-5 text-blue-500" xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24">
-                      <circle class="opacity-25" cx="12" cy="12" r="10" stroke="currentColor" stroke-width="4"></circle>
-                      <path class="opacity-75" fill="currentColor" d="M4 12a8 8 0 018-8V0C5.373 0 0 5.373 0 12h4zm2 5.291A7.962 7.962 0 014 12H0c0 3.042 1.135 5.824 3 7.938l3-2.647z"></path>
-                  </svg>
-                </span>
-              </form>
-              <div class="container max-w-screen-lg mx-auto mt-4 pb-10 flex justify-center">
-                <div id="result" class="mx-auto"></div>
-              </div>
+        </div>
+            
+        <!-- Image Generation Form -->
+        <div class="bg-gray-800/90 border border-gray-700/50 rounded-xl p-6 shadow-lg backdrop-blur-sm">
+            <h2 class="text-2xl font-bold text-white mb-6">Generate an Image</h2>
+            
+            <div class="relative">
+                <input id="image-model" type="hidden" value="{{.Model}}">
+                <form id="genimage" action="text2image/{{.Model}}" method="get" class="mb-8">
+                    <div class="relative">
+                        <div class="absolute inset-y-0 left-0 flex items-center pl-4">
+                            <i class="fas fa-magic text-blue-400"></i>
+                        </div>
+                        <input
+                            type="text"
+                            id="input"
+                            name="input"
+                            placeholder="Describe the image you want to generate..."
+                            autocomplete="off"
+                            class="form-control block w-full pl-12 pr-12 py-4 text-lg font-normal text-gray-300 bg-gray-900/80 bg-clip-padding border border-gray-700/70 rounded-lg transition ease-in-out focus:text-gray-200 focus:bg-gray-900 focus:border-blue-500 focus:ring-1 focus:ring-blue-500/50 focus:outline-none"
+                            required
+                        />
+                        <span id="loader" class="my-2 loader absolute right-4 top-4 hidden">
+                            <svg class="animate-spin h-6 w-6 text-blue-500" xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24">
+                                <circle class="opacity-25" cx="12" cy="12" r="10" stroke="currentColor" stroke-width="4"></circle>
+                                <path class="opacity-75" fill="currentColor" d="M4 12a8 8 0 018-8V0C5.373 0 0 5.373 0 12h4zm2 5.291A7.962 7.962 0 014 12H0c0 3.042 1.135 5.824 3 7.938l3-2.647z"></path>
+                            </svg>
+                        </span>
+                    </div>
+                </form>
+                
+                <!-- Image Results Container -->
+                <div class="mt-6 border-t border-gray-700/50 pt-6">
+                    <h3 class="text-xl font-semibold text-gray-200 mb-4">Generated Image</h3>
+                    <div class="container mx-auto flex justify-center">
+                        <div id="result" class="mx-auto bg-gray-900/50 border border-gray-700/50 rounded-xl p-4 min-h-[300px] flex items-center justify-center">
+                            <p class="text-gray-400 italic">Your generated image will appear here</p>
+                        </div>
+                    </div>
+                </div>
             </div>
         </div>
     </div>
 
     {{template "views/partials/footer" .}}
 </div>
+
+<script>
+    // Show loader when form is submitted
+    document.getElementById('genimage').addEventListener('submit', function() {
+        document.getElementById('loader').classList.remove('hidden');
+    });
+</script>
+
 </body>
-</html>
+</html>
\ No newline at end of file
diff --git a/core/http/views/tts.html b/core/http/views/tts.html
index d00927cf..5a7a240b 100644
--- a/core/http/views/tts.html
+++ b/core/http/views/tts.html
@@ -3,83 +3,137 @@
 {{template "views/partials/head" .}}
 <script defer src="static/tts.js"></script>
 
-<body class="bg-gray-900 text-gray-200">
+<body class="bg-gradient-to-br from-gray-900 to-gray-950 text-gray-200" x-data="{ component: 'menu', key: $store.chat.key }">
 <div class="flex flex-col min-h-screen">
    
     {{template "views/partials/navbar" .}}
-    <div class="container mx-auto px-4 flex-grow " x-data="{ component: 'menu' }">
-          <div class="mt-12">
-            <div class="flex items-center justify-center text-center pb-2">
-              <span class="text-3xl font-semibold text-gray-100">
-                <i class="fa-solid fa-music"></i> Text to speech/audio {{ if .Model }} (using {{.Model}}) {{ end }}
-              <a href="https://localai.io/features/text-to-audio/" target="_blank" >
-                <i class="fas fa-circle-info pr-2"></i>
-              </a>
-              </span>
-      
+    <div class="container mx-auto px-4 py-8 flex-grow">
+        <!-- Hero Section -->
+        <div class="bg-gradient-to-r from-purple-900/30 to-indigo-900/30 rounded-2xl shadow-xl p-8 mb-10">
+            <div class="max-w-4xl mx-auto text-center">
+                <h1 class="text-4xl md:text-5xl font-bold text-white mb-4">
+                    <span class="bg-clip-text text-transparent bg-gradient-to-r from-purple-400 to-indigo-400">
+                        <i class="fas fa-volume-high mr-2"></i>Text to Speech {{ if .Model }} with {{.Model}} {{ end }}
+                    </span>
+                </h1>
+                <p class="text-xl text-gray-300 mb-6">Convert your text into natural-sounding speech</p>
+                <div class="flex flex-wrap justify-center gap-4">
+                    <a href="https://localai.io/features/text-to-audio/" target="_blank" 
+                        class="group flex items-center bg-blue-600 hover:bg-blue-700 text-white py-2 px-6 rounded-lg transition duration-300 ease-in-out transform hover:scale-105 hover:shadow-lg">
+                        <i class="fas fa-book-reader mr-2"></i>
+                        <span>Documentation</span>
+                        <i class="fas fa-arrow-right opacity-0 group-hover:opacity-100 group-hover:translate-x-2 ml-2 transition-all duration-300"></i>
+                    </a>
+                </div>
             </div>
-            <div class="text-center font-semibold text-gray-100">
-              <div class="flex items-center justify-between">
+        </div>
 
-              <div x-show="component === 'menu'" id="menu">
-                <button @click="component = 'key'" title="Update API key"
-                class="m-2 float-right inline-block rounded bg-primary px-6 pb-2.5 mb-3 pt-2.5 text-xs font-medium uppercase leading-normal text-white shadow-primary-3 transition duration-150 ease-in-out hover:bg-primary-accent-300 hover:shadow-primary-2 focus:bg-primary-accent-300 focus:shadow-primary-2 focus:outline-none focus:ring-0 active:bg-primary-600 active:shadow-primary-2 dark:shadow-black/30 dark:hover:shadow-dark-strong dark:focus:shadow-dark-strong dark:active:shadow-dark-strong"
-                >Set API Key🔑</button>
-              </div>
-              <form x-show="component === 'key'" id="key">
-                <input
-                  type="password"
-                  id="apiKey"
-                  name="apiKey"
-                  placeholder="OpenAI API Key"
-                  x-model.lazy="key"
-                />
-                <button @click="component = 'menu'" type="submit" title="Save API key">
-                  🔒
-                </button>
-              </form>
+        <!-- TTS Interface -->
+        <div class="max-w-3xl mx-auto">
+            <div class="bg-gray-800/90 border border-gray-700/50 rounded-xl overflow-hidden transition-all duration-300 shadow-lg shadow-blue-900/20">
+                <!-- Header with API Key and Model Selection -->
+                <div class="border-b border-gray-700 p-5">
+                    <div class="flex flex-col sm:flex-row items-center justify-between gap-4">
+                        <!-- API Key Management -->
+                        <div>
+                            <div x-show="component === 'menu'" id="menu">
+                                <button @click="component = 'key'" title="Update API key"
+                                    class="group flex items-center bg-blue-600 hover:bg-blue-700 text-white py-2 px-6 rounded-lg transition duration-300 ease-in-out transform hover:scale-105 hover:shadow-lg">
+                                    <i class="fas fa-key mr-2"></i>
+                                    <span>Set API Key</span>
+                                    <i class="fas fa-arrow-right opacity-0 group-hover:opacity-100 group-hover:translate-x-2 ml-2 transition-all duration-300"></i>
+                                </button>
+                            </div>
+                            
+                            <form x-show="component === 'key'" id="key" class="flex items-center space-x-2">
+                                <input
+                                    type="password"
+                                    id="apiKey"
+                                    name="apiKey"
+                                    class="bg-gray-800 text-white border border-gray-600 focus:border-blue-500 focus:ring focus:ring-blue-500 focus:ring-opacity-50 rounded-lg shadow-sm p-2 appearance-none"
+                                    placeholder="OpenAI API Key"
+                                    x-model.lazy="key"
+                                />
+                                <button 
+                                    @click="component = 'menu'" 
+                                    type="submit" 
+                                    title="Save API key"
+                                    class="bg-blue-600 hover:bg-blue-700 text-white p-2 rounded-lg transition duration-300">
+                                    <i class="fa-solid fa-lock"></i>
+                                </button>
+                            </form>
+                        </div>
 
-              <select x-data="{ link : '' }" x-model="link" x-init="$watch('link', value => window.location = link)" 
-                class="bg-gray-800 text-white border border-gray-600 focus:border-blue-500 focus:ring focus:ring-blue-500 focus:ring-opacity-50 rounded-md shadow-sm p-2 appearance-none"
-                >	
-                <!-- Options -->
-                <option value="" disabled class="text-gray-400" >Select a model</option>
-                {{ $model:=.Model}}
-                {{ range .ModelsConfig }}
-                  {{ $cfg := . }}
-                  {{ range .KnownUsecaseStrings }}
-                    {{ if eq . "FLAG_TTS" }}
-                        <option value="tts/{{$cfg.Name}}" {{ if eq $cfg.Name $model }} selected {{end}} class="bg-gray-700 text-white">{{$cfg.Name}}</option>
-                    {{ end }}
-                  {{ end }}
-                {{ end }}
-                {{ range .ModelsWithoutConfig }}
-                  <option value="tts/{{.}}" {{ if eq . $model }} selected {{ end }} class="bg-gray-700 text-white">{{.}}</option>
-                {{end}}
-              </select>
-              
-              </div>
-            </div>
+                        <!-- Model Selection -->
+                        <div class="flex items-center">
+                            <label for="model-select" class="mr-3 text-gray-300 font-medium">
+                                <i class="fas fa-microphone-lines text-purple-400 mr-2"></i>Model:
+                            </label>
+                            <select 
+                                id="model-select"
+                                x-data="{ link : '' }" 
+                                x-model="link" 
+                                x-init="$watch('link', value => window.location = link)" 
+                                class="bg-gray-800 text-white border border-gray-700 focus:border-blue-500 focus:ring focus:ring-blue-500 focus:ring-opacity-30 rounded-lg shadow-sm p-2.5 appearance-none"
+                            >	
+                                <option value="" disabled class="text-gray-400">Select a model</option>
+                                {{ $model:=.Model}}
+                                {{ range .ModelsConfig }}
+                                    {{ $cfg := . }}
+                                    {{ range .KnownUsecaseStrings }}
+                                        {{ if eq . "FLAG_TTS" }}
+                                            <option value="tts/{{$cfg.Name}}" {{ if eq $cfg.Name $model }} selected {{end}} class="bg-gray-700 text-white">{{$cfg.Name}}</option>
+                                        {{ end }}
+                                    {{ end }}
+                                {{ end }}
+                                {{ range .ModelsWithoutConfig }}
+                                    <option value="tts/{{.}}" {{ if eq . $model }} selected {{ end }} class="bg-gray-700 text-white">{{.}}</option>
+                                {{end}}
+                            </select>
+                        </div>
+                    </div>
+                </div>
 
-            <div class="mt-12">
-              <input id="tts-model" type="hidden" value="{{.Model}}">
-              <form id="tts" action="tts/{{.Model}}" method="get">
-                <input
-                  type="text"
-                  id="input"
-                  name="input"
-                  placeholder="Prompt…"
-                  autocomplete="off"
-                  class="p-2 border rounded w-full bg-gray-600 text-white placeholder-gray-300"
-                  required
-                />
-              </form>
-              <div class="container max-w-screen-lg mx-auto mt-4 pb-10 flex justify-center">
-                <div id="loader" class="my-2 loader"  ></div>
-              </div>
-              <div class="container max-w-screen-lg mx-auto mt-4 pb-10 flex justify-center">
-                <div id="result" class="mx-auto"></div>
-              </div>
+                <!-- Input Area -->
+                <div class="p-6">
+                    <div class="bg-blue-900/20 border border-blue-700/50 rounded-lg p-4 mb-6">
+                        <div class="flex items-start">
+                            <i class="fas fa-info-circle text-blue-400 mt-1 mr-3 flex-shrink-0"></i>
+                            <p class="text-gray-300">
+                                Enter your text below and submit to generate speech with the selected TTS model.
+                                The generated audio will appear below the input field.
+                            </p>
+                        </div>
+                    </div>
+
+                    <input id="tts-model" type="hidden" value="{{.Model}}">
+                    <form id="tts" action="tts/{{.Model}}" method="get" class="mb-6">
+                        <div class="relative">
+                            <input
+                                type="text"
+                                id="input"
+                                name="input"
+                                placeholder="Enter text to convert to speech..."
+                                autocomplete="off"
+                                class="w-full bg-gray-800 text-white border border-gray-700 focus:border-blue-500 focus:ring focus:ring-blue-500 focus:ring-opacity-30 rounded-lg shadow-sm p-4 pl-4 pr-12"
+                                required
+                            />
+                            <button type="submit" class="absolute right-3 top-1/2 transform -translate-y-1/2 text-blue-400 hover:text-blue-300 transition">
+                                <i class="fas fa-paper-plane"></i>
+                            </button>
+                        </div>
+                    </form>
+
+                    <!-- Loading indicator -->
+                    <div class="flex justify-center my-6">
+                        <div id="loader" class="animate-spin rounded-full h-10 w-10 border-t-2 border-b-2 border-purple-500" style="display: none;"></div>
+                    </div>
+
+                    <!-- Results Area -->
+                    <div class="bg-gray-700/50 border border-gray-600/50 rounded-lg p-4 min-h-[100px] flex items-center justify-center">
+                        <div id="result" class="w-full"></div>
+                    </div>
+                </div>
             </div>
         </div>
     </div>
@@ -87,4 +141,4 @@
     {{template "views/partials/footer" .}}
 </div>
 </body>
-</html>
+</html>
\ No newline at end of file
diff --git a/core/p2p/p2p.go b/core/p2p/p2p.go
index 651dde31..ce0dcc07 100644
--- a/core/p2p/p2p.go
+++ b/core/p2p/p2p.go
@@ -311,7 +311,6 @@ func ensureService(ctx context.Context, n *node.Node, nd *NodeData, sserv string
 				NodeData:   *nd,
 				CancelFunc: ndService.CancelFunc,
 			}
-			zlog.Debug().Msgf("Node %s is still online", nd.ID)
 		}
 	}
 }
diff --git a/pkg/templates/utils_suite_test.go b/pkg/templates/templates_suite_test.go
similarity index 100%
rename from pkg/templates/utils_suite_test.go
rename to pkg/templates/templates_suite_test.go

From 02aafeff756eaaa35a2bfc77ab46964f745c1d9b Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Wed, 5 Mar 2025 09:31:09 +0100
Subject: [PATCH 294/679] chore(model gallery): add
 llama-3.1-8b-instruct-uncensored-delmat-i1 (#4944)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 18 ++++++++++++++++++
 1 file changed, 18 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 601ec226..08cd4c35 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -6409,6 +6409,24 @@
     - filename: Locutusque_Thespis-Llama-3.1-8B-Q4_K_M.gguf
       sha256: 94138f3774f496e28c2e76bb6df7a073c6087f8c074216a24b3cbcdc58ec7853
       uri: huggingface://bartowski/Locutusque_Thespis-Llama-3.1-8B-GGUF/Locutusque_Thespis-Llama-3.1-8B-Q4_K_M.gguf
+- !!merge <<: *llama31
+  name: "llama-3.1-8b-instruct-uncensored-delmat-i1"
+  urls:
+    - https://huggingface.co/nkpz/Llama-3.1-8B-Instruct-Uncensored-DeLMAT
+    - https://huggingface.co/mradermacher/Llama-3.1-8B-Instruct-Uncensored-DeLMAT-i1-GGUF
+  description: |
+    Decensored using a custom training script guided by activations, similar to ablation/"abliteration" scripts but not exactly the same approach.
+
+    I've found this effect to be stronger than most abliteration scripts, so please use responsibly etc etc.
+
+    The training script is released under the MIT license: https://github.com/nkpz/DeLMAT
+  overrides:
+    parameters:
+      model: Llama-3.1-8B-Instruct-Uncensored-DeLMAT.i1-Q4_K_M.gguf
+  files:
+    - filename: Llama-3.1-8B-Instruct-Uncensored-DeLMAT.i1-Q4_K_M.gguf
+      sha256: e05c69f6f3157aeb7c579d1bb8c3b7e0fb6631d262d76ba301b6693e068148b2
+      uri: huggingface://mradermacher/Llama-3.1-8B-Instruct-Uncensored-DeLMAT-i1-GGUF/Llama-3.1-8B-Instruct-Uncensored-DeLMAT.i1-Q4_K_M.gguf
 - &deepseek
   url: "github:mudler/LocalAI/gallery/deepseek.yaml@master" ## Deepseek
   name: "deepseek-coder-v2-lite-instruct"

From 45bc1ac56625ffe8797c77c9504d59774e29e420 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Wed, 5 Mar 2025 09:33:41 +0100
Subject: [PATCH 295/679] chore(model gallery): add
 lolzinventor_meta-llama-3.1-8b-survivev3 (#4945)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 21 +++++++++++++++++++++
 1 file changed, 21 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 08cd4c35..69391cda 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -6427,6 +6427,27 @@
     - filename: Llama-3.1-8B-Instruct-Uncensored-DeLMAT.i1-Q4_K_M.gguf
       sha256: e05c69f6f3157aeb7c579d1bb8c3b7e0fb6631d262d76ba301b6693e068148b2
       uri: huggingface://mradermacher/Llama-3.1-8B-Instruct-Uncensored-DeLMAT-i1-GGUF/Llama-3.1-8B-Instruct-Uncensored-DeLMAT.i1-Q4_K_M.gguf
+- !!merge <<: *llama31
+  name: "lolzinventor_meta-llama-3.1-8b-survivev3"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/67a020f79102e9be6460b24b/RjVuDPjU6gTPc_dDlHDk9.jpeg
+  urls:
+    - https://huggingface.co/lolzinventor/Meta-Llama-3.1-8B-SurviveV3
+    - https://huggingface.co/bartowski/lolzinventor_Meta-Llama-3.1-8B-SurviveV3-GGUF
+  description: |
+    Primary intended uses:
+        Providing survival tips and information
+        Answering questions related to outdoor skills and wilderness survival
+        Offering guidance on shelter building
+    Out-of-scope uses:
+        Medical advice or emergency response (users should always seek professional help in emergencies)
+        Legal advice related to wilderness regulations or land use
+  overrides:
+    parameters:
+      model: lolzinventor_Meta-Llama-3.1-8B-SurviveV3-Q4_K_M.gguf
+  files:
+    - filename: lolzinventor_Meta-Llama-3.1-8B-SurviveV3-Q4_K_M.gguf
+      sha256: 7a8548655c4a0361de9cd5390be50e6b2c2375805f7952140cd27a93ec545dfc
+      uri: huggingface://bartowski/lolzinventor_Meta-Llama-3.1-8B-SurviveV3-GGUF/lolzinventor_Meta-Llama-3.1-8B-SurviveV3-Q4_K_M.gguf
 - &deepseek
   url: "github:mudler/LocalAI/gallery/deepseek.yaml@master" ## Deepseek
   name: "deepseek-coder-v2-lite-instruct"

From 06eb7e9fa7f122fe5d1d7e505177a5e6d334122f Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Wed, 5 Mar 2025 09:35:48 +0100
Subject: [PATCH 296/679] chore(model gallery): add
 llama-3.3-magicalgirl-2.5-i1 (#4946)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 23 +++++++++++++++++++++++
 1 file changed, 23 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 69391cda..b34e32a6 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -6448,6 +6448,29 @@
     - filename: lolzinventor_Meta-Llama-3.1-8B-SurviveV3-Q4_K_M.gguf
       sha256: 7a8548655c4a0361de9cd5390be50e6b2c2375805f7952140cd27a93ec545dfc
       uri: huggingface://bartowski/lolzinventor_Meta-Llama-3.1-8B-SurviveV3-GGUF/lolzinventor_Meta-Llama-3.1-8B-SurviveV3-Q4_K_M.gguf
+- !!merge <<: *llama33
+  name: "llama-3.3-magicalgirl-2.5-i1"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/633e85093a17ab61de8d9073/FGK0qBGmELj6DEUxbbrdR.png
+  urls:
+    - https://huggingface.co/KaraKaraWitch/Llama-3.3-MagicalGirl-2.5
+    - https://huggingface.co/mradermacher/Llama-3.3-MagicalGirl-2.5-i1-GGUF
+  description: |
+    2.5 is a slight modification of MagicalGirl-2 to include R1 to try and make it feel less dumb and more smart.
+    The following models were included in the merge:
+
+        LatitudeGames/Wayfarer-Large-70B-Llama-3.3
+        KaraKaraWitch/Llama-MiraiFanfare-3.3-70B
+        Black-Ink-Guild/Pernicious_Prophecy_70B
+        TheDrummer/Fallen-Llama-3.3-R1-70B-v1
+        huihui-ai/DeepSeek-R1-Distill-Llama-70B-abliterated
+        SicariusSicariiStuff/Negative_LLAMA_70B
+  overrides:
+    parameters:
+      model: Llama-3.3-MagicalGirl-2.5.i1-Q4_K_M.gguf
+  files:
+    - filename: Llama-3.3-MagicalGirl-2.5.i1-Q4_K_M.gguf
+      sha256: 25db6d4ae5649e6d2084036d8f05ec1aca459126e2d4734d6c18f1e16147a4d3
+      uri: huggingface://mradermacher/Llama-3.3-MagicalGirl-2.5-i1-GGUF/Llama-3.3-MagicalGirl-2.5.i1-Q4_K_M.gguf
 - &deepseek
   url: "github:mudler/LocalAI/gallery/deepseek.yaml@master" ## Deepseek
   name: "deepseek-coder-v2-lite-instruct"

From de81b42b495a0a5221bc106cdd3c64c8e4810f37 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Wed, 5 Mar 2025 19:37:36 +0100
Subject: [PATCH 297/679] feat(ui): remove api key handling and small ui
 adjustments (#4948)

* chore(ui): drop set api key button

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* chore(ui): shore in-progress installs in model view

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* feat(ui): improve text to image view

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 core/http/static/chat.js        | 20 ++-----------
 core/http/static/image.js       | 49 ++------------------------------
 core/http/static/talk.js        | 33 ----------------------
 core/http/static/tts.js         | 50 +++------------------------------
 core/http/views/chat.html       | 33 ++--------------------
 core/http/views/models.html     |  2 ++
 core/http/views/talk.html       | 36 ------------------------
 core/http/views/text2image.html | 50 +++++++--------------------------
 core/http/views/tts.html        | 34 ++--------------------
 9 files changed, 25 insertions(+), 282 deletions(-)

diff --git a/core/http/static/chat.js b/core/http/static/chat.js
index b1e4e9cb..0dce445b 100644
--- a/core/http/static/chat.js
+++ b/core/http/static/chat.js
@@ -42,12 +42,6 @@ function toggleLoader(show) {
   }
 }
 
-function submitKey(event) {
-    event.preventDefault();
-    localStorage.setItem("key", document.getElementById("apiKey").value);
-    document.getElementById("apiKey").blur();
-}
-
 function submitSystemPrompt(event) {
   event.preventDefault();
   localStorage.setItem("system_prompt", document.getElementById("systemPrompt").value);
@@ -62,10 +56,9 @@ function submitPrompt(event) {
   const input = document.getElementById("input").value;
   Alpine.store("chat").add("user", input, image);
   document.getElementById("input").value = "";
-  const key = localStorage.getItem("key");
   const systemPrompt = localStorage.getItem("system_prompt");
   Alpine.nextTick(() => { document.getElementById('messages').scrollIntoView(false); });
-  promptGPT(systemPrompt, key, input);
+  promptGPT(systemPrompt, input);
 }
 
 function readInputImage() {
@@ -82,7 +75,7 @@ function readInputImage() {
 }
 
 
-  async function promptGPT(systemPrompt, key, input) {
+  async function promptGPT(systemPrompt, input) {
     const model = document.getElementById("chat-model").value;
     // Set class "loader" to the element with "loader" id
     //document.getElementById("loader").classList.add("loader");
@@ -160,7 +153,6 @@ function readInputImage() {
     const response = await fetch("v1/chat/completions", {
       method: "POST",
       headers: {
-        Authorization: `Bearer ${key}`,
         "Content-Type": "application/json",
       },
       body: JSON.stringify({
@@ -266,20 +258,12 @@ function readInputImage() {
     document.getElementById("input").focus();
   }
 
-  document.getElementById("key").addEventListener("submit", submitKey);
   document.getElementById("system_prompt").addEventListener("submit", submitSystemPrompt);
 
   document.getElementById("prompt").addEventListener("submit", submitPrompt);
   document.getElementById("input").focus();
   document.getElementById("input_image").addEventListener("change", readInputImage);
 
-  storeKey = localStorage.getItem("key");
-  if (storeKey) {
-    document.getElementById("apiKey").value = storeKey;
-  } else {
-    document.getElementById("apiKey").value = null;
-  }
-
   storesystemPrompt = localStorage.getItem("system_prompt");
   if (storesystemPrompt) {
     document.getElementById("systemPrompt").value = storesystemPrompt;
diff --git a/core/http/static/image.js b/core/http/static/image.js
index 079c9dc0..0b85ad61 100644
--- a/core/http/static/image.js
+++ b/core/http/static/image.js
@@ -1,48 +1,11 @@
-/*
-
-https://github.com/david-haerer/chatapi
-
-MIT License
-
-Copyright (c) 2023 David Härer
-Copyright (c) 2024 Ettore Di Giacinto
-
-Permission is hereby granted, free of charge, to any person obtaining a copy
-of this software and associated documentation files (the "Software"), to deal
-in the Software without restriction, including without limitation the rights
-to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
-copies of the Software, and to permit persons to whom the Software is
-furnished to do so, subject to the following conditions:
-
-The above copyright notice and this permission notice shall be included in all
-copies or substantial portions of the Software.
-
-THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
-FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
-AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
-LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
-OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
-SOFTWARE.
-
-*/
-function submitKey(event) {
-    event.preventDefault();
-    localStorage.setItem("key", document.getElementById("apiKey").value);
-    document.getElementById("apiKey").blur();
-  }
-  
-
 function genImage(event) {
   event.preventDefault();
   const input = document.getElementById("input").value;
-  const key = localStorage.getItem("key");
-
-  promptDallE(key, input);
 
+  promptDallE(input);
 }
   
-async function promptDallE(key, input) {
+async function promptDallE(input) {
   document.getElementById("loader").style.display = "block";
   document.getElementById("input").value = "";
   document.getElementById("input").disabled = true;
@@ -51,7 +14,6 @@ async function promptDallE(key, input) {
   const response = await fetch("v1/images/generations", {
     method: "POST",
     headers: {
-      Authorization: `Bearer ${key}`,
       "Content-Type": "application/json",
     },
     body: JSON.stringify({
@@ -84,13 +46,6 @@ async function promptDallE(key, input) {
   document.getElementById("input").focus();
 }
 
-document.getElementById("key").addEventListener("submit", submitKey);
 document.getElementById("input").focus();
 document.getElementById("genimage").addEventListener("submit", genImage);
 document.getElementById("loader").style.display = "none";
-
-const storeKey = localStorage.getItem("key");
-if (storeKey) {
-  document.getElementById("apiKey").value = storeKey;
-}
-
diff --git a/core/http/static/talk.js b/core/http/static/talk.js
index ecaa0f0b..56080816 100644
--- a/core/http/static/talk.js
+++ b/core/http/static/talk.js
@@ -9,10 +9,6 @@ let isRecording = false;
 let conversationHistory = [];
 let resetTimer;
 
-function getApiKey() {
-    return document.getElementById('apiKey').value;
-}
-
 function getModel() {
     return document.getElementById('modelSelect').value;
 }
@@ -99,34 +95,13 @@ function stopRecording() {
     };
 }
 
-function submitKey(event) {
-    event.preventDefault();
-    localStorage.setItem("key", document.getElementById("apiKey").value);
-    document.getElementById("apiKey").blur();
-}
-
-document.getElementById("key").addEventListener("submit", submitKey);
-
-
-storeKey = localStorage.getItem("key");
-if (storeKey) {
-  document.getElementById("apiKey").value = storeKey;
-} else {
-  document.getElementById("apiKey").value = null;
-}
-
-
 async function sendAudioToWhisper(audioBlob) {
     const formData = new FormData();
     formData.append('file', audioBlob);
     formData.append('model', getWhisperModel());
-    API_KEY = localStorage.getItem("key");
 
     const response = await fetch('v1/audio/transcriptions', {
         method: 'POST',
-        headers: {
-            'Authorization': `Bearer ${API_KEY}`
-        },
         body: formData
     });
 
@@ -137,14 +112,9 @@ async function sendAudioToWhisper(audioBlob) {
 
 async function sendTextToChatGPT(text) {
     conversationHistory.push({ role: "user", content: text });
-    API_KEY = localStorage.getItem("key");
 
     const response = await fetch('v1/chat/completions', {
         method: 'POST',
-        headers: {
-            'Authorization': `Bearer ${API_KEY}`,
-            'Content-Type': 'application/json'
-        },
         body: JSON.stringify({
             model: getModel(),
             messages: conversationHistory
@@ -161,13 +131,10 @@ async function sendTextToChatGPT(text) {
 }
 
 async function getTextToSpeechAudio(text) {
-    API_KEY = localStorage.getItem("key");
-
     const response = await fetch('v1/audio/speech', {
         
         method: 'POST',
         headers: {
-            'Authorization': `Bearer ${API_KEY}`,
             'Content-Type': 'application/json'
         },
         body: JSON.stringify({ 
diff --git a/core/http/static/tts.js b/core/http/static/tts.js
index b50a7d65..ab53c8f0 100644
--- a/core/http/static/tts.js
+++ b/core/http/static/tts.js
@@ -1,52 +1,18 @@
 // Initialize Alpine store for API key management
 document.addEventListener('alpine:init', () => {
-  Alpine.store('chat', {
-    get key() {
-      return localStorage.getItem('key') || '';
-    },
-    set key(value) {
-      localStorage.setItem('key', value);
-    }
-  });
+  Alpine.store('chat', {  });
 });
 
-function submitKey(event) {
-  event.preventDefault();
-  const keyValue = document.getElementById("apiKey").value;
-  localStorage.setItem("key", keyValue);
-  
-  // Show brief visual confirmation
-  const button = event.submitter;
-  const originalIcon = button.innerHTML;
-  button.innerHTML = '<i class="fa-solid fa-check text-green-400"></i>';
-  button.classList.add('bg-green-600');
-  button.classList.remove('bg-blue-600', 'hover:bg-blue-700');
-  
-  setTimeout(() => {
-    button.innerHTML = originalIcon;
-    button.classList.remove('bg-green-600');
-    button.classList.add('bg-blue-600', 'hover:bg-blue-700');
-  }, 1000);
-  
-  document.getElementById("apiKey").blur();
-}
-
 function genAudio(event) {
   event.preventDefault();
   const input = document.getElementById("input").value;
-  const key = localStorage.getItem("key");
 
   if (!input.trim()) {
     showNotification('error', 'Please enter text to convert to speech');
     return;
   }
 
-  if (!key) {
-    showNotification('warning', 'API key is not set. Please set your API key first.');
-    return;
-  }
-
-  tts(key, input);
+  tts(input);
 }
 
 function showNotification(type, message) {
@@ -109,7 +75,7 @@ function showNotification(type, message) {
   }, 5000);
 }
 
-async function tts(key, input) {
+async function tts(input) {
   // Show loader and prepare UI
   const loader = document.getElementById("loader");
   const inputField = document.getElementById("input");
@@ -126,7 +92,6 @@ async function tts(key, input) {
     const response = await fetch("tts", {
       method: "POST",
       headers: {
-        Authorization: `Bearer ${key}`,
         "Content-Type": "application/json",
       },
       body: JSON.stringify({
@@ -224,17 +189,10 @@ async function tts(key, input) {
 
 // Set up event listeners when DOM is loaded
 document.addEventListener('DOMContentLoaded', () => {
-  document.getElementById("key").addEventListener("submit", submitKey);
   document.getElementById("input").focus();
   document.getElementById("tts").addEventListener("submit", genAudio);
   document.getElementById("loader").style.display = "none";
-
-  // Initialize stored API key if available
-  const storeKey = localStorage.getItem("key");
-  if (storeKey) {
-    document.getElementById("apiKey").value = storeKey;
-  }
-  
+ 
   // Add basic keyboard shortcuts
   document.addEventListener('keydown', (e) => {
     // Submit on Ctrl+Enter
diff --git a/core/http/views/chat.html b/core/http/views/chat.html
index 282d09c2..66e9b1da 100644
--- a/core/http/views/chat.html
+++ b/core/http/views/chat.html
@@ -31,7 +31,7 @@ SOFTWARE.
   <script defer src="static/chat.js"></script>
   {{ $allGalleryConfigs:=.GalleryConfig }}
   {{ $model:=.Model}}
-  <body class="bg-slate-900 text-gray-100 flex flex-col h-screen" x-data="{ key: $store.chat.key, sidebarOpen: true }">
+  <body class="bg-slate-900 text-gray-100 flex flex-col h-screen" x-data="{ sidebarOpen: true }">
     {{template "views/partials/navbar" .}}
 
     <!-- Main container with sidebar toggle -->
@@ -150,36 +150,9 @@ SOFTWARE.
             </div>
 
             <!-- Settings tab -->
-            <div x-show="activeTab === 'settings'" x-data="{ showKeyForm: false, showPromptForm: false }" class="space-y-3">
+            <div x-show="activeTab === 'settings'" x-data="{ showPromptForm: false }" class="space-y-3">           
               <button 
-                @click="showKeyForm = !showKeyForm; showPromptForm = false" 
-                class="w-full flex items-center justify-between px-3 py-2 text-sm rounded text-white bg-gray-700 hover:bg-gray-600 transition-colors"
-              >
-                <span><i class="fa-solid fa-key mr-2"></i> API Key</span>
-                <i :class="showKeyForm ? 'fa-chevron-up' : 'fa-chevron-down'" class="fa-solid"></i>
-              </button>
-              
-              <div x-show="showKeyForm" class="p-3 bg-gray-700 rounded">
-                <form id="key" class="flex flex-col space-y-2">
-                  <input
-                    type="password"
-                    id="apiKey"
-                    name="apiKey"
-                    class="bg-gray-800 text-white border border-gray-600 focus:border-blue-500 focus:ring focus:ring-blue-500 focus:ring-opacity-50 rounded-md shadow-sm p-2 appearance-none"
-                    placeholder="OpenAI API Key"
-                    x-model.lazy="key"
-                  />
-                  <button
-                    type="submit"
-                    class="px-3 py-2 text-sm rounded text-white bg-blue-600 hover:bg-blue-700 transition-colors"
-                  >
-                    Save API Key
-                  </button>
-                </form>
-              </div>
-
-              <button 
-                @click="showPromptForm = !showPromptForm; showKeyForm = false" 
+                @click="showPromptForm = !showPromptForm" 
                 class="w-full flex items-center justify-between px-3 py-2 text-sm rounded text-white bg-gray-700 hover:bg-gray-600 transition-colors"
               >
                 <span><i class="fa-solid fa-message mr-2"></i> System Prompt</span>
diff --git a/core/http/views/models.html b/core/http/views/models.html
index f744832f..3e243118 100644
--- a/core/http/views/models.html
+++ b/core/http/views/models.html
@@ -27,6 +27,8 @@
             </div>
         </div>
         
+        {{template "views/partials/inprogress" .}}
+
         <!-- Search and Filter Section -->
         <div class="bg-gray-800/70 rounded-xl p-6 mb-8 shadow-lg border border-gray-700/50">
             <!-- Search Input -->
diff --git a/core/http/views/talk.html b/core/http/views/talk.html
index 031c9a2c..128463e1 100644
--- a/core/http/views/talk.html
+++ b/core/http/views/talk.html
@@ -23,42 +23,6 @@
         <!-- Talk Interface -->
         <div class="max-w-3xl mx-auto">
           <div class="bg-gray-800/90 border border-gray-700/50 rounded-xl overflow-hidden transition-all duration-300 shadow-lg shadow-blue-900/20">
-            <!-- Key Management Header -->
-            <div class="border-b border-gray-700 p-4" x-data="{ component: 'menu' }">
-              <div class="flex items-center justify-center">
-                <div x-show="component === 'menu'" id="menu">
-                  <button 
-                    @click="component = 'key'" 
-                    title="Update API key"
-                    class="group flex items-center bg-blue-600 hover:bg-blue-700 text-white py-2 px-6 rounded-lg transition duration-300 ease-in-out transform hover:scale-105 hover:shadow-lg"
-                  >
-                    <i class="fas fa-key mr-2"></i>
-                    <span>Set API Key</span>
-                    <i class="fas fa-arrow-right opacity-0 group-hover:opacity-100 group-hover:translate-x-2 ml-2 transition-all duration-300"></i>
-                  </button>
-                </div>
-                
-                <form x-show="component === 'key'" id="key" class="flex items-center space-x-2">
-                  <input
-                    type="password"
-                    id="apiKey"
-                    name="apiKey"
-                    class="bg-gray-800 text-white border border-gray-600 focus:border-blue-500 focus:ring focus:ring-blue-500 focus:ring-opacity-50 rounded-lg shadow-sm p-2 appearance-none"
-                    placeholder="API Key"
-                    x-model.lazy="key"
-                  />
-                  <button 
-                    @click="component = 'menu'" 
-                    type="submit" 
-                    title="Save API key"
-                    class="bg-blue-600 hover:bg-blue-700 text-white p-2 rounded-lg transition duration-300"
-                  >
-                    <i class="fa-solid fa-arrow-right"></i>
-                  </button>
-                </form>
-              </div>
-            </div>
-
             <!-- Talk Interface Body -->
             <div class="p-6">
               <!-- Recording Status -->
diff --git a/core/http/views/text2image.html b/core/http/views/text2image.html
index 39a4b336..0424eefe 100644
--- a/core/http/views/text2image.html
+++ b/core/http/views/text2image.html
@@ -10,7 +10,7 @@
     <div class="container mx-auto px-4 py-8 flex-grow" x-data="{ component: 'menu' }">
     
         <!-- Hero Section -->
-        <div class="bg-gradient-to-r from-blue-900/30 to-indigo-900/30 rounded-2xl shadow-xl p-8 mb-10">
+        <div class="bg-gradient-to-r from-blue-900/30 to-indigo-900/30 rounded-2xl shadow-xl p-8 mb-6">
             <div class="max-w-4xl mx-auto text-center">
                 <h1 class="text-4xl md:text-5xl font-bold text-white mb-4">
                     <span class="bg-clip-text text-transparent bg-gradient-to-r from-blue-400 to-indigo-400">
@@ -35,15 +35,16 @@
             </div>
         </div>
       
-        <!-- Model Selection and Controls -->
-        <div class="bg-gray-800/90 border border-gray-700/50 rounded-xl p-6 mb-8 shadow-lg">
-            <div class="flex flex-col md:flex-row items-center justify-between gap-4">
-                <!-- Model Selector -->
-                <div class="w-full md:w-auto">
-                    <label for="model-select" class="block text-sm font-medium text-gray-300 mb-2">Select a Model</label>
+        <!-- Model Selection - Positioned between hero and generation form -->
+        <div class="bg-gray-800/90 border border-gray-700/50 rounded-xl p-5 mb-6 shadow-lg">
+            <div class="flex items-center">
+                <div class="text-lg font-medium text-blue-400 mr-4">
+                    <i class="fas fa-palette mr-2"></i>Select Model:
+                </div>
+                <div class="flex-grow">
                     <select x-data="{ link : '' }" x-model="link" x-init="$watch('link', value => window.location = link)" 
                         id="model-select"
-                        class="bg-gray-900 text-white border border-gray-700 focus:border-blue-500 focus:ring focus:ring-blue-500 focus:ring-opacity-50 rounded-lg shadow-sm p-2.5 pr-10 appearance-none w-full md:w-64 transition-colors duration-200"
+                        class="bg-gray-900 text-white border border-gray-700 focus:border-blue-500 focus:ring focus:ring-blue-500 focus:ring-opacity-50 rounded-lg shadow-sm p-2.5 pr-10 appearance-none w-full max-w-md transition-colors duration-200"
                     >	
                         <option value="" disabled class="text-gray-400">Select a model</option>
                         {{ $model:=.Model}}
@@ -60,37 +61,6 @@
                         {{end}}
                     </select>
                 </div>
-                
-                <!-- API Key Controls -->
-                <div class="w-full md:w-auto">
-                    <div x-show="component === 'menu'" id="menu" class="flex justify-end">
-                        <button @click="component = 'key'" title="Update API key"
-                            class="flex items-center bg-blue-600 hover:bg-blue-700 text-white py-2 px-4 rounded-lg transition duration-300 ease-in-out transform hover:shadow-lg"
-                        >
-                            <i class="fas fa-key mr-2"></i>
-                            <span>Set API Key</span>
-                        </button>
-                    </div>
-                    <form x-show="component === 'key'" id="key" class="flex items-center space-x-2">
-                        <div class="relative">
-                            <input
-                                type="password"
-                                id="apiKey"
-                                name="apiKey"
-                                placeholder="OpenAI API Key"
-                                x-model.lazy="key"
-                                class="pl-3 pr-10 py-2 bg-gray-900 border border-gray-700 focus:border-blue-500 focus:ring-1 focus:ring-blue-500 rounded-lg text-gray-200"
-                            />
-                            <div class="absolute inset-y-0 right-0 flex items-center pr-3">
-                                <i class="fas fa-lock text-gray-500"></i>
-                            </div>
-                        </div>
-                        <button @click="component = 'menu'" type="submit" title="Save API key"
-                            class="bg-green-600 hover:bg-green-700 text-white p-2 rounded-lg transition duration-300 ease-in-out">
-                            <i class="fas fa-save"></i>
-                        </button>
-                    </form>
-                </div>
             </div>
         </div>
             
@@ -127,7 +97,7 @@
                 <div class="mt-6 border-t border-gray-700/50 pt-6">
                     <h3 class="text-xl font-semibold text-gray-200 mb-4">Generated Image</h3>
                     <div class="container mx-auto flex justify-center">
-                        <div id="result" class="mx-auto bg-gray-900/50 border border-gray-700/50 rounded-xl p-4 min-h-[300px] flex items-center justify-center">
+                        <div id="result" class="mx-auto bg-gray-900/50 border border-gray-700/50 rounded-xl p-4 min-h-[300px] w-full flex items-center justify-center">
                             <p class="text-gray-400 italic">Your generated image will appear here</p>
                         </div>
                     </div>
diff --git a/core/http/views/tts.html b/core/http/views/tts.html
index 5a7a240b..a32ba32c 100644
--- a/core/http/views/tts.html
+++ b/core/http/views/tts.html
@@ -3,7 +3,7 @@
 {{template "views/partials/head" .}}
 <script defer src="static/tts.js"></script>
 
-<body class="bg-gradient-to-br from-gray-900 to-gray-950 text-gray-200" x-data="{ component: 'menu', key: $store.chat.key }">
+<body class="bg-gradient-to-br from-gray-900 to-gray-950 text-gray-200">
 <div class="flex flex-col min-h-screen">
    
     {{template "views/partials/navbar" .}}
@@ -31,39 +31,9 @@
         <!-- TTS Interface -->
         <div class="max-w-3xl mx-auto">
             <div class="bg-gray-800/90 border border-gray-700/50 rounded-xl overflow-hidden transition-all duration-300 shadow-lg shadow-blue-900/20">
-                <!-- Header with API Key and Model Selection -->
+                <!-- Header with Model Selection -->
                 <div class="border-b border-gray-700 p-5">
                     <div class="flex flex-col sm:flex-row items-center justify-between gap-4">
-                        <!-- API Key Management -->
-                        <div>
-                            <div x-show="component === 'menu'" id="menu">
-                                <button @click="component = 'key'" title="Update API key"
-                                    class="group flex items-center bg-blue-600 hover:bg-blue-700 text-white py-2 px-6 rounded-lg transition duration-300 ease-in-out transform hover:scale-105 hover:shadow-lg">
-                                    <i class="fas fa-key mr-2"></i>
-                                    <span>Set API Key</span>
-                                    <i class="fas fa-arrow-right opacity-0 group-hover:opacity-100 group-hover:translate-x-2 ml-2 transition-all duration-300"></i>
-                                </button>
-                            </div>
-                            
-                            <form x-show="component === 'key'" id="key" class="flex items-center space-x-2">
-                                <input
-                                    type="password"
-                                    id="apiKey"
-                                    name="apiKey"
-                                    class="bg-gray-800 text-white border border-gray-600 focus:border-blue-500 focus:ring focus:ring-blue-500 focus:ring-opacity-50 rounded-lg shadow-sm p-2 appearance-none"
-                                    placeholder="OpenAI API Key"
-                                    x-model.lazy="key"
-                                />
-                                <button 
-                                    @click="component = 'menu'" 
-                                    type="submit" 
-                                    title="Save API key"
-                                    class="bg-blue-600 hover:bg-blue-700 text-white p-2 rounded-lg transition duration-300">
-                                    <i class="fa-solid fa-lock"></i>
-                                </button>
-                            </form>
-                        </div>
-
                         <!-- Model Selection -->
                         <div class="flex items-center">
                             <label for="model-select" class="mr-3 text-gray-300 font-medium">

From 67f7bffd18fdceef6084c6c258dd5f73430762be Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 6 Mar 2025 00:40:58 +0100
Subject: [PATCH 298/679] chore(deps): update llama.cpp and sync with upstream
 changes (#4950)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 Makefile                          |  2 +-
 backend/backend.proto             |  1 -
 backend/cpp/llama/grpc-server.cpp | 14 +++++++-------
 core/backend/options.go           |  1 -
 pkg/functions/parse.go            |  1 -
 5 files changed, 8 insertions(+), 11 deletions(-)

diff --git a/Makefile b/Makefile
index a7d25c7a..5c809853 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=5bbe6a9fe9a8796a9389c85accec89dbc4d91e39
+CPPLLAMA_VERSION?=5e43f104cca1a14874e980326a506b44fde022b8
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp
diff --git a/backend/backend.proto b/backend/backend.proto
index aa34687a..cbb81c66 100644
--- a/backend/backend.proto
+++ b/backend/backend.proto
@@ -165,7 +165,6 @@ message Reply {
 
 message GrammarTrigger {
   string word = 1;
-  bool at_start = 2;
 }
 
 message ModelOptions {
diff --git a/backend/cpp/llama/grpc-server.cpp b/backend/cpp/llama/grpc-server.cpp
index 69a09c74..0f3b927a 100644
--- a/backend/cpp/llama/grpc-server.cpp
+++ b/backend/cpp/llama/grpc-server.cpp
@@ -469,7 +469,7 @@ struct llama_server_context
     bool has_eos_token      = true;
 
     bool grammar_lazy = false;
-    std::vector<common_grammar_trigger> grammar_trigger_words;
+    std::vector<common_grammar_trigger> grammar_triggers;
 
     int32_t n_ctx;  // total context for all clients / slots
 
@@ -709,7 +709,7 @@ struct llama_server_context
         slot->sparams.grammar           = json_value(data, "grammar",           default_sparams.grammar);
         slot->sparams.n_probs           = json_value(data, "n_probs",           default_sparams.n_probs);
         slot->sparams.min_keep          = json_value(data, "min_keep",          default_sparams.min_keep);
-        slot->sparams.grammar_trigger_words = grammar_trigger_words;
+        slot->sparams.grammar_triggers = grammar_triggers;
         slot->sparams.grammar_lazy = grammar_lazy;
 
         if (slot->n_predict > 0 && slot->params.n_predict > slot->n_predict) {
@@ -2393,12 +2393,12 @@ static void params_parse(const backend::ModelOptions* request,
         llama.grammar_lazy = true;
         for (int i = 0; i < request->grammartriggers_size(); i++) {
             common_grammar_trigger trigger;
-            trigger.word = request->grammartriggers(i).word();
-            trigger.at_start = request->grammartriggers(i).at_start();
-            llama.grammar_trigger_words.push_back(trigger);
+	    trigger.type = COMMON_GRAMMAR_TRIGGER_TYPE_WORD;
+            trigger.value = request->grammartriggers(i).word();
+	    // trigger.at_start = request->grammartriggers(i).at_start();
+            llama.grammar_triggers.push_back(trigger);
             LOG_INFO("grammar trigger", {
-                { "word", trigger.word },
-                { "at_start", trigger.at_start }
+                { "word", trigger.value },
             });
         }
     }
diff --git a/core/backend/options.go b/core/backend/options.go
index c807e4e8..d98e136c 100644
--- a/core/backend/options.go
+++ b/core/backend/options.go
@@ -122,7 +122,6 @@ func grpcModelOpts(c config.BackendConfig) *pb.ModelOptions {
 	for _, t := range c.FunctionsConfig.GrammarConfig.GrammarTriggers {
 		triggers = append(triggers, &pb.GrammarTrigger{
 			Word:    t.Word,
-			AtStart: t.AtStart,
 		})
 
 	}
diff --git a/pkg/functions/parse.go b/pkg/functions/parse.go
index 30338ffd..a9d7b8bd 100644
--- a/pkg/functions/parse.go
+++ b/pkg/functions/parse.go
@@ -54,7 +54,6 @@ type GrammarConfig struct {
 type GrammarTrigger struct {
 	// Trigger is the string that triggers the grammar
 	Word    string `yaml:"word"`
-	AtStart bool   `yaml:"at_start"`
 }
 
 // FunctionsConfig is the configuration for the tool/function call.

From 957dcfb6a9b9f30066c12bcb27f0068235290d3e Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 6 Mar 2025 10:28:03 +0100
Subject: [PATCH 299/679] chore(model gallery): add qwen_qwq-32b (#4952)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index b34e32a6..dd282b7f 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -4374,6 +4374,20 @@
     - filename: Azura-Qwen2.5-32B.i1-Q4_K_M.gguf
       sha256: a3ec93f192dc4ce062fd176d6615d4da34af81d909b89c372678b779a46b8d3b
       uri: huggingface://mradermacher/Azura-Qwen2.5-32B-i1-GGUF/Azura-Qwen2.5-32B.i1-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "qwen_qwq-32b"
+  urls:
+    - https://huggingface.co/Qwen/QwQ-32B
+    - https://huggingface.co/bartowski/Qwen_QwQ-32B-GGUF
+  description: |
+    QwQ is the reasoning model of the Qwen series. Compared with conventional instruction-tuned models, QwQ, which is capable of thinking and reasoning, can achieve significantly enhanced performance in downstream tasks, especially hard problems. QwQ-32B is the medium-sized reasoning model, which is capable of achieving competitive performance against state-of-the-art reasoning models, e.g., DeepSeek-R1, o1-mini.
+  overrides:
+    parameters:
+      model: Qwen_QwQ-32B-Q4_K_M.gguf
+  files:
+    - filename: Qwen_QwQ-32B-Q4_K_M.gguf
+      sha256: 87cc1894a68008856cde6ff24bfb9b99488a0d18c2e0a2b1ddeabd43cd0498e0
+      uri: huggingface://bartowski/Qwen_QwQ-32B-GGUF/Qwen_QwQ-32B-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From 09b5bd48bc6d5925fa8291e086309899b7c0d73b Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 6 Mar 2025 10:42:45 +0100
Subject: [PATCH 300/679] chore(model gallery): add
 rombo-org_rombo-llm-v3.1-qwq-32b (#4953)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index dd282b7f..36e24ea1 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -4388,6 +4388,21 @@
     - filename: Qwen_QwQ-32B-Q4_K_M.gguf
       sha256: 87cc1894a68008856cde6ff24bfb9b99488a0d18c2e0a2b1ddeabd43cd0498e0
       uri: huggingface://bartowski/Qwen_QwQ-32B-GGUF/Qwen_QwQ-32B-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "rombo-org_rombo-llm-v3.1-qwq-32b"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/642cc1c253e76b4c2286c58e/hXnQV6WtMKrmIQPdjECSX.jpeg
+  urls:
+    - https://huggingface.co/Rombo-Org/Rombo-LLM-V3.1-QWQ-32b
+    - https://huggingface.co/bartowski/Rombo-Org_Rombo-LLM-V3.1-QWQ-32b-GGUF
+  description: |
+    Rombo-LLM-V3.1-QWQ-32b is a Continued Finetune model (Merge only) of (Qwen/QwQ-32B) and its base model (Qwen/Qwen2.5-32B). This merge is done to decrease catastrophic forgetting during finetuning, and increase overall performance of the model. The tokenizers are taken from the QwQ-32B for thinking capabilities.
+  overrides:
+    parameters:
+      model: Rombo-Org_Rombo-LLM-V3.1-QWQ-32b-Q4_K_M.gguf
+  files:
+    - filename: Rombo-Org_Rombo-LLM-V3.1-QWQ-32b-Q4_K_M.gguf
+      sha256: ee0b5027c686f3c37938f33b62788e27211852268f9e5c32e00058f0cf1688c7
+      uri: huggingface://bartowski/Rombo-Org_Rombo-LLM-V3.1-QWQ-32b-GGUF/Rombo-Org_Rombo-LLM-V3.1-QWQ-32b-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From 56d4e82b14f326e7e5c9de2bcec5672eecc3a2ad Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Thu, 6 Mar 2025 22:54:14 +0100
Subject: [PATCH 301/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `3d652bfddfba09022525067e672c3c145c074649` (#4954)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 5c809853..27750282 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=5e43f104cca1a14874e980326a506b44fde022b8
+CPPLLAMA_VERSION?=3d652bfddfba09022525067e672c3c145c074649
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From ab50c131603e47dadc09256db94a50b653a9870f Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 6 Mar 2025 23:10:39 +0100
Subject: [PATCH 302/679] chore(model gallery): add nomic-embed-text-v1.5
 (#4955)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 17 +++++++++++++++++
 1 file changed, 17 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 36e24ea1..c47f6058 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -13758,6 +13758,23 @@
     - filename: voice-zh_CN-huayan-medium.tar.gz
       uri: https://github.com/rhasspy/piper/releases/download/v0.0.2/voice-zh_CN-huayan-medium.tar.gz
       sha256: 0299a5e7f481ba853404e9f0e1515a94d5409585d76963fa4d30c64bd630aa99
+- name: "nomic-embed-text-v1.5"
+  url: github:mudler/LocalAI/gallery/virtual.yaml@master
+  urls:
+    - https://huggingface.co/nomic-ai/nomic-embed-text-v1.5
+    - https://huggingface.co/mradermacher/nomic-embed-text-v1.5-GGUF
+  description: |
+     Resizable Production Embeddings with Matryoshka Representation Learning
+  tags:
+    - embeddings
+  overrides:
+    embeddings: true
+    parameters:
+      model: nomic-embed-text-v1.5.f16.gguf
+  files:
+    - filename: nomic-embed-text-v1.5.f16.gguf
+      uri: https://huggingface.co/mradermacher/nomic-embed-text-v1.5-GGUF/resolve/main/nomic-embed-text-v1.5.f16.gguf
+      sha256: af8cb9e4ca0bf19eb54d08c612fdf325059264abbbd2c619527e5d2dda8de655
 - name: "silero-vad"
   icon: https://github.com/snakers4/silero-models/raw/master/files/silero_logo.jpg
   url: github:mudler/LocalAI/gallery/virtual.yaml@master

From 69caccfa82a5f9bf1a7bcf2f72b13751b37eb4c8 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 6 Mar 2025 23:17:40 +0100
Subject: [PATCH 303/679] chore(model gallery): add granite embeddings models
 (#4956)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 34 ++++++++++++++++++++++++++++++++++
 1 file changed, 34 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index c47f6058..39aff0db 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -1169,6 +1169,40 @@
     - filename: ibm-granite_granite-3.2-2b-instruct-Q4_K_M.gguf
       sha256: e1b915b0849becf4fdda188dee7b09cbebbfabd71c6f3f2b75dd3eca0a8fded1
       uri: huggingface://bartowski/ibm-granite_granite-3.2-2b-instruct-GGUF/ibm-granite_granite-3.2-2b-instruct-Q4_K_M.gguf
+- name: "granite-embedding-107m-multilingual"
+  url: github:mudler/LocalAI/gallery/virtual.yaml@master
+  urls:
+    - https://huggingface.co/ibm-granite/granite-embedding-107m-multilingual
+    - https://huggingface.co/bartowski/granite-embedding-107m-multilingual-GGUF
+  description: |
+      Granite-Embedding-107M-Multilingual is a 107M parameter dense biencoder embedding model from the Granite Embeddings suite that can be used to generate high quality text embeddings. This model produces embedding vectors of size 384 and is trained using a combination of open source relevance-pair datasets with permissive, enterprise-friendly license, and IBM collected and generated datasets. This model is developed using contrastive finetuning, knowledge distillation and model merging for improved performance.
+  tags:
+    - embeddings
+  overrides:
+    embeddings: true
+    parameters:
+      model: granite-embedding-107m-multilingual-f16.gguf
+  files:
+    - filename: granite-embedding-107m-multilingual-f16.gguf
+      uri: huggingface://bartowski/granite-embedding-107m-multilingual-GGUF/granite-embedding-107m-multilingual-f16.gguf
+      sha256: 3fc99928632fcecad589c401ec33bbba86b51c457e9813e3a1cb801ff4106e21
+- name: "granite-embedding-125m-english"
+  url: github:mudler/LocalAI/gallery/virtual.yaml@master
+  urls:
+    - https://huggingface.co/ibm-granite/granite-embedding-125m-english
+    - https://huggingface.co/bartowski/granite-embedding-125m-english-GGUF
+  description: |
+    Granite-Embedding-125m-English is a 125M parameter dense biencoder embedding model from the Granite Embeddings suite that can be used to generate high quality text embeddings. This model produces embedding vectors of size 768. Compared to most other open-source models, this model was only trained using open-source relevance-pair datasets with permissive, enterprise-friendly license, plus IBM collected and generated datasets. While maintaining competitive scores on academic benchmarks such as BEIR, this model also performs well on many enterprise use cases. This model is developed using retrieval oriented pretraining, contrastive finetuning and knowledge distillation.
+  tags:
+    - embeddings
+  overrides:
+    embeddings: true
+    parameters:
+      model: granite-embedding-125m-english-f16.gguf
+  files:
+    - filename: granite-embedding-125m-english-f16.gguf
+      uri: huggingface://bartowski/granite-embedding-125m-english-GGUF/granite-embedding-125m-english-f16.gguf
+      sha256: e2950cf0228514e0e81c6f0701a62a9e4763990ce660b4a3c0329cd6a4acd4b9
 - name: "moe-girl-1ba-7bt-i1"
   icon: https://cdn-uploads.huggingface.co/production/uploads/634262af8d8089ebaefd410e/kTXXSSSqpb21rfyOX7FUa.jpeg
   # chatml

From e4fa894153f9f8604fe82b1fa9bc9b2d4b66e653 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 7 Mar 2025 19:29:52 +0100
Subject: [PATCH 304/679] fix(llama.cpp): correctly handle embeddings in
 batches (#4957)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 backend/cpp/llama/grpc-server.cpp | 36 +++++++++++++++++++++++++++----
 1 file changed, 32 insertions(+), 4 deletions(-)

diff --git a/backend/cpp/llama/grpc-server.cpp b/backend/cpp/llama/grpc-server.cpp
index 0f3b927a..0d17141f 100644
--- a/backend/cpp/llama/grpc-server.cpp
+++ b/backend/cpp/llama/grpc-server.cpp
@@ -1350,7 +1350,7 @@ struct llama_server_context
         queue_results.send(res);
     }
 
-    void send_embedding(llama_client_slot &slot)
+    void send_embedding(llama_client_slot &slot, const llama_batch & batch)
     {
         task_result res;
         res.id = slot.task_id;
@@ -1372,10 +1372,38 @@ struct llama_server_context
         else
         {
             const float *data = llama_get_embeddings(ctx);
-            std::vector<float> embedding(data, data + n_embd);
+            std::vector<float> embd_res(n_embd, 0.0f);
+            std::vector<std::vector<float>> embedding;
+            for (int i = 0; i < batch.n_tokens; ++i) {
+                if (!batch.logits[i] || batch.seq_id[i][0] != slot.id) {
+                    continue;
+                }
+
+                const float * embd = llama_get_embeddings_seq(ctx, batch.seq_id[i][0]);
+                if (embd == NULL) {
+                    embd = llama_get_embeddings_ith(ctx, i);
+                }
+
+                if (embd == NULL) {
+                    LOG("failed to get embeddings");
+
+                    continue;
+                }
+
+                // normalize only when there is pooling
+                // TODO: configurable
+                if (llama_pooling_type(ctx) != LLAMA_POOLING_TYPE_NONE) {
+                    common_embd_normalize(embd, embd_res.data(), n_embd, 2);
+                    embedding.push_back(embd_res);
+                } else {
+                    embedding.push_back({ embd, embd + n_embd });
+                }
+            }
+
+            // OAI compat
             res.result_json = json
             {
-                {"embedding", embedding },
+                {"embedding", embedding[0] },
             };
         }
         queue_results.send(res);
@@ -1996,7 +2024,7 @@ struct llama_server_context
                 // prompt evaluated for embedding
                 if (slot.embedding)
                 {
-                    send_embedding(slot);
+                    send_embedding(slot, batch_view);
                     slot.release();
                     slot.i_batch = -1;
                     continue;

From cff4a950e0e8200ce3243dbe4b69e13d25a5dbd8 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Fri, 7 Mar 2025 23:54:28 +0100
Subject: [PATCH 305/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `7ab364390f92b0b8d83f69821a536b424838f3f8` (#4959)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 27750282..c5ee3deb 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=3d652bfddfba09022525067e672c3c145c074649
+CPPLLAMA_VERSION?=7ab364390f92b0b8d83f69821a536b424838f3f8
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From c6ebead8e5241138afd95c6ff26bf8239468d379 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 8 Mar 2025 11:23:42 +0100
Subject: [PATCH 306/679] chore(model gallery): add
 steelskull_l3.3-electra-r1-70b (#4960)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 18 ++++++++++++++++++
 1 file changed, 18 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 39aff0db..98a7979b 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -817,6 +817,24 @@
     - filename: Llama-3.3-MagicalGirl-2.Q4_K_M.gguf
       sha256: 01bd7e23c764d18279da4dbd20de19e60009d6e66e8aad1c93732a33f214e6a2
       uri: huggingface://mradermacher/Llama-3.3-MagicalGirl-2-GGUF/Llama-3.3-MagicalGirl-2.Q4_K_M.gguf
+- !!merge <<: *llama33
+  name: "steelskull_l3.3-electra-r1-70b"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/64545af5ec40bbbd01242ca6/GXLpDNkbGEvESfLmWkKpD.jpeg
+  urls:
+    - https://huggingface.co/Steelskull/L3.3-Electra-R1-70b
+    - https://huggingface.co/bartowski/Steelskull_L3.3-Electra-R1-70b-GGUF
+  description: |
+    L3.3-Electra-R1-70b is the newest release of the Unnamed series, this is the 6th iteration based of user feedback.
+    Built on a custom DeepSeek R1 Distill base (TheSkullery/L3.1x3.3-Hydroblated-R1-70B-v4.4), Electra-R1 integrates specialized components through the SCE merge method. The model uses float32 dtype during processing with a bfloat16 output dtype for optimized performance.
+    Electra-R1 serves newest gold standard and baseline. User feedback consistently highlights its superior intelligence, coherence, and unique ability to provide deep character insights. Through proper prompting, the model demonstrates advanced reasoning capabilities and unprompted exploration of character inner thoughts and motivations.
+    The model utilizes the custom Hydroblated-R1 base, created for stability and enhanced reasoning. The SCE merge method's settings are precisely tuned based on extensive community feedback (of over 10 diffrent models from Nevoria to Cu-Mai), ensuring optimal component integration while maintaining model coherence and reliability. This foundation establishes Electra-R1 as the benchmark upon which its variant models build and expand.
+  overrides:
+    parameters:
+      model: Steelskull_L3.3-Electra-R1-70b-Q4_K_M.gguf
+  files:
+    - filename: Steelskull_L3.3-Electra-R1-70b-Q4_K_M.gguf
+      sha256: 1f39e1d398ef659ad7074c827dc6993c2007813a303ee72c189e88c4c76f70db
+      uri: huggingface://bartowski/Steelskull_L3.3-Electra-R1-70b-GGUF/Steelskull_L3.3-Electra-R1-70b-Q4_K_M.gguf
 - &rwkv
   url: "github:mudler/LocalAI/gallery/rwkv.yaml@master"
   name: "rwkv-6-world-7b"

From 3def1ae2328bc4aa58d83447852f4055f52b080d Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 8 Mar 2025 11:34:37 +0100
Subject: [PATCH 307/679] chore(model gallery): add
 huihui-ai_qwq-32b-abliterated (#4961)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 98a7979b..e9d85044 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -4455,6 +4455,21 @@
     - filename: Rombo-Org_Rombo-LLM-V3.1-QWQ-32b-Q4_K_M.gguf
       sha256: ee0b5027c686f3c37938f33b62788e27211852268f9e5c32e00058f0cf1688c7
       uri: huggingface://bartowski/Rombo-Org_Rombo-LLM-V3.1-QWQ-32b-GGUF/Rombo-Org_Rombo-LLM-V3.1-QWQ-32b-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "huihui-ai_qwq-32b-abliterated"
+  urls:
+    - https://huggingface.co/huihui-ai/QwQ-32B-abliterated
+    - https://huggingface.co/bartowski/huihui-ai_QwQ-32B-abliterated-GGUF
+  description: |
+    This is an uncensored version of Qwen/QwQ-32B created with abliteration (see remove-refusals-with-transformers to know more about it).
+    This is a crude, proof-of-concept implementation to remove refusals from an LLM model without using TransformerLens.
+  overrides:
+    parameters:
+      model: huihui-ai_QwQ-32B-abliterated-Q4_K_M.gguf
+  files:
+    - filename: huihui-ai_QwQ-32B-abliterated-Q4_K_M.gguf
+      sha256: 27d3c3e116015257985fa27b87e3f3aafbeb4762152d60474e883547d436025e
+      uri: huggingface://bartowski/huihui-ai_QwQ-32B-abliterated-GGUF/huihui-ai_QwQ-32B-abliterated-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From db5495b9d709c22d0da0949a0092fd0a40cc35e0 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 8 Mar 2025 11:37:40 +0100
Subject: [PATCH 308/679] chore(model gallery): add goppa-ai_goppa-logillama
 (#4962)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index e9d85044..60802105 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -1855,6 +1855,20 @@
     - filename: kubeguru-llama3.2-3b-v0.1.Q4_K_M.gguf
       sha256: 770900ba9594f64f31b35fe444d31263712cabe167efaf4201d79fdc29de9533
       uri: huggingface://mradermacher/kubeguru-llama3.2-3b-v0.1-GGUF/kubeguru-llama3.2-3b-v0.1.Q4_K_M.gguf
+- !!merge <<: *llama32
+  name: "goppa-ai_goppa-logillama"
+  urls:
+    - https://huggingface.co/goppa-ai/Goppa-LogiLlama
+    - https://huggingface.co/bartowski/goppa-ai_Goppa-LogiLlama-GGUF
+  description: |
+    LogiLlama is a fine-tuned language model developed by Goppa AI. Built upon a 1B-parameter base from LLaMA, LogiLlama has been enhanced with injected knowledge and logical reasoning abilities. Our mission is to make smaller models smarter—delivering improved reasoning and problem-solving capabilities while maintaining a low memory footprint and energy efficiency for on-device applications.
+  overrides:
+    parameters:
+      model: goppa-ai_Goppa-LogiLlama-Q4_K_M.gguf
+  files:
+    - filename: goppa-ai_Goppa-LogiLlama-Q4_K_M.gguf
+      sha256: 0e06ae23d06139f746c65c9a0a81d552b11b2d8d9512a5979def8ae2cb52dc64
+      uri: huggingface://bartowski/goppa-ai_Goppa-LogiLlama-GGUF/goppa-ai_Goppa-LogiLlama-Q4_K_M.gguf
 - &qwen25
   name: "qwen2.5-14b-instruct" ## Qwen2.5
   icon: https://avatars.githubusercontent.com/u/141221163

From d13f160222f667091daaca962a55154786a577ac Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Sat, 8 Mar 2025 22:41:26 +0100
Subject: [PATCH 309/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `0fd7ca7a210bd4abc995cd728491043491dbdef7` (#4963)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index c5ee3deb..79252d4e 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=7ab364390f92b0b8d83f69821a536b424838f3f8
+CPPLLAMA_VERSION?=0fd7ca7a210bd4abc995cd728491043491dbdef7
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 585f2be793a22daaf56cc967dc447c7a9a0ee94c Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 9 Mar 2025 12:09:56 +0100
Subject: [PATCH 310/679] chore(model gallery): add tower-babel_babel-9b-chat
 (#4964)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 60802105..b681ea8a 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -4484,6 +4484,21 @@
     - filename: huihui-ai_QwQ-32B-abliterated-Q4_K_M.gguf
       sha256: 27d3c3e116015257985fa27b87e3f3aafbeb4762152d60474e883547d436025e
       uri: huggingface://bartowski/huihui-ai_QwQ-32B-abliterated-GGUF/huihui-ai_QwQ-32B-abliterated-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "tower-babel_babel-9b-chat"
+  icon: https://cdn-avatars.huggingface.co/v1/production/uploads/64802face9ff472e30dc1ceb/9mRO092PjPmzd8qSr7F5V.png
+  urls:
+    - https://huggingface.co/Tower-Babel/Babel-9B-Chat
+    - https://huggingface.co/bartowski/Tower-Babel_Babel-9B-Chat-GGUF
+  description: |
+    We introduce Babel, a multilingual LLM that covers the top 25 languages by number of speakers, including English, Chinese, Hindi, Spanish, Arabic, French, Bengali, Portuguese, Russian, Urdu, Indonesian, German, Japanese, Swahili, Filipino, Tamil, Vietnamese, Turkish, Italian, Javanese, Korean, Hausa, Persian, Thai, and Burmese. These 25 languages support over 90% of the global population, and include many languages neglected by other open multilingual LLMs. Unlike traditional continued pretraining approaches, Babel expands its parameter count through a layer extension technique that elevates Babel's performance ceiling.
+  overrides:
+    parameters:
+      model: Tower-Babel_Babel-9B-Chat-Q4_K_M.gguf
+  files:
+    - filename: Tower-Babel_Babel-9B-Chat-Q4_K_M.gguf
+      sha256: cf024c81b9c5e31dd9b4fe89f7bed01be8a6a704722780fe8d240b1ecb7942eb
+      uri: huggingface://bartowski/Tower-Babel_Babel-9B-Chat-GGUF/Tower-Babel_Babel-9B-Chat-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From f3659fa49c921b34209e74ea1b3ef8a5a29e1fe6 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Sun, 9 Mar 2025 22:44:52 +0100
Subject: [PATCH 311/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `1e2f78a00450593e2dfa458796fcdd9987300dfc` (#4966)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 79252d4e..f5d401f1 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=0fd7ca7a210bd4abc995cd728491043491dbdef7
+CPPLLAMA_VERSION?=1e2f78a00450593e2dfa458796fcdd9987300dfc
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 8956452a45167de5faac0543fa580a851cbae4a2 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 10 Mar 2025 10:46:49 +0100
Subject: [PATCH 312/679] chore(model gallery): add llmevollama-3.1-8b-v0.1-i1
 (#4968)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 17 +++++++++++++++++
 1 file changed, 17 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index b681ea8a..427ada08 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -6573,6 +6573,23 @@
     - filename: lolzinventor_Meta-Llama-3.1-8B-SurviveV3-Q4_K_M.gguf
       sha256: 7a8548655c4a0361de9cd5390be50e6b2c2375805f7952140cd27a93ec545dfc
       uri: huggingface://bartowski/lolzinventor_Meta-Llama-3.1-8B-SurviveV3-GGUF/lolzinventor_Meta-Llama-3.1-8B-SurviveV3-Q4_K_M.gguf
+- !!merge <<: *llama31
+  name: "llmevollama-3.1-8b-v0.1-i1"
+  icon: https://huggingface.co/fiveflow/LLMEvoLLaMA-3.1-8B-v0.1/resolve/main/assets/robot.jpeg
+  urls:
+    - https://huggingface.co/fiveflow/LLMEvoLLaMA-3.1-8B-v0.1
+    - https://huggingface.co/mradermacher/LLMEvoLLaMA-3.1-8B-v0.1-i1-GGUF
+  description: |
+    This project aims to optimize model merging by integrating LLMs into evolutionary strategies in a novel way. Instead of using the CMA-ES approach, the goal is to improve model optimization by leveraging the search capabilities of LLMs to explore the parameter space more efficiently and adjust the search scope based on high-performing solutions.
+
+    Currently, the project supports optimization only within the Parameter Space, but I plan to extend its functionality to enable merging and optimization in the Data Flow Space as well. This will further enhance model merging by optimizing the interaction between data flow and parameters.
+  overrides:
+    parameters:
+      model: LLMEvoLLaMA-3.1-8B-v0.1.i1-Q4_K_M.gguf
+  files:
+    - filename: LLMEvoLLaMA-3.1-8B-v0.1.i1-Q4_K_M.gguf
+      sha256: 4a1042b707499451c42acfbecb8319568c856f0c634aabe79c95d7a6436837ab
+      uri: huggingface://mradermacher/LLMEvoLLaMA-3.1-8B-v0.1-i1-GGUF/LLMEvoLLaMA-3.1-8B-v0.1.i1-Q4_K_M.gguf
 - !!merge <<: *llama33
   name: "llama-3.3-magicalgirl-2.5-i1"
   icon: https://cdn-uploads.huggingface.co/production/uploads/633e85093a17ab61de8d9073/FGK0qBGmELj6DEUxbbrdR.png

From 9791d9b77a81a72299a42a4f4cbd1150cc1c310d Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 10 Mar 2025 10:50:02 +0100
Subject: [PATCH 313/679] chore(model gallery): add opencrystal-l3-15b-v2.1-i1
 (#4969)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 21 +++++++++++++++++++++
 1 file changed, 21 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 427ada08..e9faf137 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -11937,6 +11937,27 @@
     - filename: Triangulum-10B.Q4_K_M.gguf
       sha256: dd071f99edf6b166044bf229cdeec19419c4c348e3fc3d6587cfcc55e6fb85fa
       uri: huggingface://mradermacher/Triangulum-10B-GGUF/Triangulum-10B.Q4_K_M.gguf
+- !!merge <<: *llama3
+  name: "opencrystal-l3-15b-v2.1-i1"
+  icon: https://huggingface.co/Darkknight535/OpenCrystal-15B-L3-v2/resolve/main/Rohma_2024-08-30%4023h37m38s.jpg
+  urls:
+    - https://huggingface.co/Darkknight535/OpenCrystal-L3-15B-v2.1
+    - https://huggingface.co/mradermacher/OpenCrystal-L3-15B-v2.1-i1-GGUF
+  description: |
+    Automatically speaks as other NPCs.
+    Creative output.
+    Coherent responses.
+    Output feels similar to using Character.ai.
+    Improved adherence to prompts.
+    Reduced hallucinations (15B).
+    Capable of summarizing and generating image prompts well.
+  overrides:
+    parameters:
+      model: OpenCrystal-L3-15B-v2.1.i1-Q4_K_M.gguf
+  files:
+    - filename: OpenCrystal-L3-15B-v2.1.i1-Q4_K_M.gguf
+      sha256: b7db0a810771c856bd598b9a11f6aec6672019a4e18822af3a5957a03184296f
+      uri: huggingface://mradermacher/OpenCrystal-L3-15B-v2.1-i1-GGUF/OpenCrystal-L3-15B-v2.1.i1-Q4_K_M.gguf
 - &command-R
   url: "github:mudler/LocalAI/gallery/command-r.yaml@master" ### START Command-r
   name: "command-r-v01:q1_s"

From 1cd98062e5c3ffc2d8872248b4fcab9bffd05cac Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 10 Mar 2025 10:52:36 +0100
Subject: [PATCH 314/679] chore(model gallery): add hyperllama3.1-v2-i1 (#4970)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 17 +++++++++++++++++
 1 file changed, 17 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index e9faf137..23340c7c 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -6590,6 +6590,23 @@
     - filename: LLMEvoLLaMA-3.1-8B-v0.1.i1-Q4_K_M.gguf
       sha256: 4a1042b707499451c42acfbecb8319568c856f0c634aabe79c95d7a6436837ab
       uri: huggingface://mradermacher/LLMEvoLLaMA-3.1-8B-v0.1-i1-GGUF/LLMEvoLLaMA-3.1-8B-v0.1.i1-Q4_K_M.gguf
+- !!merge <<: *llama31
+  name: "hyperllama3.1-v2-i1"
+  urls:
+    - https://huggingface.co/bunnycore/HyperLlama3.1-v2
+    - https://huggingface.co/mradermacher/HyperLlama3.1-v2-i1-GGUF
+  description: |
+    HyperLlama3.1-v2 is a merge of the following models using mergekit:
+    vicgalle/Configurable-Llama-3.1-8B-Instruct
+    bunnycore/HyperLlama-3.1-8B
+    ValiantLabs/Llama3.1-8B-ShiningValiant2
+  overrides:
+    parameters:
+      model: HyperLlama3.1-v2.i1-Q4_K_M.gguf
+  files:
+    - filename: HyperLlama3.1-v2.i1-Q4_K_M.gguf
+      sha256: b0357b1876898c485fe0532a8fdc10a4f5a190421bd573899710072558ba330b
+      uri: huggingface://mradermacher/HyperLlama3.1-v2-i1-GGUF/HyperLlama3.1-v2.i1-Q4_K_M.gguf
 - !!merge <<: *llama33
   name: "llama-3.3-magicalgirl-2.5-i1"
   icon: https://cdn-uploads.huggingface.co/production/uploads/633e85093a17ab61de8d9073/FGK0qBGmELj6DEUxbbrdR.png

From 1331129485ffacd4110f167dfa66fd23c9239cdf Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 10 Mar 2025 15:58:25 +0100
Subject: [PATCH 315/679] fix(routes): do not gate generated artifacts via key
 (#4971)

fix(routes): do not gate generated images via key

We generate unique uris for images.

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 core/http/app.go           | 8 ++++++++
 core/http/routes/openai.go | 8 --------
 2 files changed, 8 insertions(+), 8 deletions(-)

diff --git a/core/http/app.go b/core/http/app.go
index c81f55cb..9cbeefff 100644
--- a/core/http/app.go
+++ b/core/http/app.go
@@ -153,6 +153,14 @@ func API(application *application.Application) (*fiber.App, error) {
 		Browse:     true,
 	}))
 
+	if application.ApplicationConfig().ImageDir != "" {
+		router.Static("/generated-images", application.ApplicationConfig().ImageDir)
+	}
+
+	if application.ApplicationConfig().AudioDir != "" {
+		router.Static("/generated-audio", application.ApplicationConfig().AudioDir)
+	}
+
 	// Auth is applied to _all_ endpoints. No exceptions. Filtering out endpoints to bypass is the role of the Filter property of the KeyAuth Configuration
 	router.Use(v2keyauth.New(*kaConfig))
 
diff --git a/core/http/routes/openai.go b/core/http/routes/openai.go
index 548eeb2b..fd17613a 100644
--- a/core/http/routes/openai.go
+++ b/core/http/routes/openai.go
@@ -112,14 +112,6 @@ func RegisterOpenAIRoutes(app *fiber.App,
 		re.SetOpenAIRequest,
 		openai.ImageEndpoint(application.BackendLoader(), application.ModelLoader(), application.ApplicationConfig()))
 
-	if application.ApplicationConfig().ImageDir != "" {
-		app.Static("/generated-images", application.ApplicationConfig().ImageDir)
-	}
-
-	if application.ApplicationConfig().AudioDir != "" {
-		app.Static("/generated-audio", application.ApplicationConfig().AudioDir)
-	}
-
 	// List models
 	app.Get("/v1/models", openai.ListModelsEndpoint(application.BackendLoader(), application.ModelLoader(), application.ApplicationConfig()))
 	app.Get("/models", openai.ListModelsEndpoint(application.BackendLoader(), application.ModelLoader(), application.ApplicationConfig()))

From 1dfc52de161ef2cb64a1435d24b389aae6d93ff1 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 10 Mar 2025 21:14:43 +0000
Subject: [PATCH 316/679] chore(deps): Bump intel-extension-for-pytorch from
 2.3.110+xpu to 2.6.10+xpu in /backend/python/diffusers (#4973)

chore(deps): Bump intel-extension-for-pytorch

Bumps intel-extension-for-pytorch from 2.3.110+xpu to 2.6.10+xpu.

---
updated-dependencies:
- dependency-name: intel-extension-for-pytorch
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 backend/python/diffusers/requirements-intel.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/backend/python/diffusers/requirements-intel.txt b/backend/python/diffusers/requirements-intel.txt
index eb7448b0..dcc473e6 100644
--- a/backend/python/diffusers/requirements-intel.txt
+++ b/backend/python/diffusers/requirements-intel.txt
@@ -1,5 +1,5 @@
 --extra-index-url https://pytorch-extension.intel.com/release-whl/stable/xpu/us/
-intel-extension-for-pytorch==2.3.110+xpu
+intel-extension-for-pytorch==2.6.10+xpu
 torch==2.3.1+cxx11.abi
 torchvision==0.18.1+cxx11.abi
 oneccl_bind_pt==2.3.100+xpu

From 879dc73eba94e2f4ffe30ed56f8f11c4c7fb4674 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 11 Mar 2025 08:29:05 +0100
Subject: [PATCH 317/679] Revert "chore(deps): Bump intel-extension-for-pytorch
 from 2.3.110+xpu to 2.6.10+xpu in /backend/python/diffusers" (#4992)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Revert "chore(deps): Bump intel-extension-for-pytorch from 2.3.110+xpu to 2.6…"

This reverts commit 1dfc52de161ef2cb64a1435d24b389aae6d93ff1.
---
 backend/python/diffusers/requirements-intel.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/backend/python/diffusers/requirements-intel.txt b/backend/python/diffusers/requirements-intel.txt
index dcc473e6..eb7448b0 100644
--- a/backend/python/diffusers/requirements-intel.txt
+++ b/backend/python/diffusers/requirements-intel.txt
@@ -1,5 +1,5 @@
 --extra-index-url https://pytorch-extension.intel.com/release-whl/stable/xpu/us/
-intel-extension-for-pytorch==2.6.10+xpu
+intel-extension-for-pytorch==2.3.110+xpu
 torch==2.3.1+cxx11.abi
 torchvision==0.18.1+cxx11.abi
 oneccl_bind_pt==2.3.100+xpu

From fde8dbfc8073f8274dd13515c25df41549869ee5 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 11 Mar 2025 08:29:31 +0100
Subject: [PATCH 318/679] chore(deps): Bump appleboy/ssh-action from 1.2.1 to
 1.2.2 (#4978)

Bumps [appleboy/ssh-action](https://github.com/appleboy/ssh-action) from 1.2.1 to 1.2.2.
- [Release notes](https://github.com/appleboy/ssh-action/releases)
- [Changelog](https://github.com/appleboy/ssh-action/blob/master/.goreleaser.yaml)
- [Commits](https://github.com/appleboy/ssh-action/compare/v1.2.1...v1.2.2)

---
updated-dependencies:
- dependency-name: appleboy/ssh-action
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 .github/workflows/deploy-explorer.yaml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/deploy-explorer.yaml b/.github/workflows/deploy-explorer.yaml
index 4441565b..33ddd698 100644
--- a/.github/workflows/deploy-explorer.yaml
+++ b/.github/workflows/deploy-explorer.yaml
@@ -33,7 +33,7 @@ jobs:
         run: |
           CGO_ENABLED=0 make build-api
       - name: rm
-        uses: appleboy/ssh-action@v1.2.1
+        uses: appleboy/ssh-action@v1.2.2
         with:
             host: ${{ secrets.EXPLORER_SSH_HOST }}
             username: ${{ secrets.EXPLORER_SSH_USERNAME }}
@@ -53,7 +53,7 @@ jobs:
             rm: true
             target: ./local-ai
       - name: restarting
-        uses: appleboy/ssh-action@v1.2.1
+        uses: appleboy/ssh-action@v1.2.2
         with:
             host: ${{ secrets.EXPLORER_SSH_HOST }}
             username: ${{ secrets.EXPLORER_SSH_USERNAME }}

From d88ec1209eac5f88c386545978973589936737a0 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 11 Mar 2025 09:39:04 +0100
Subject: [PATCH 319/679] chore(deps): Bump docs/themes/hugo-theme-relearn from
 `4a4b60e` to `9a020e7` (#4988)

chore(deps): Bump docs/themes/hugo-theme-relearn

Bumps [docs/themes/hugo-theme-relearn](https://github.com/McShelby/hugo-theme-relearn) from `4a4b60e` to `9a020e7`.
- [Release notes](https://github.com/McShelby/hugo-theme-relearn/releases)
- [Commits](https://github.com/McShelby/hugo-theme-relearn/compare/4a4b60ef048a8d78397eefb8be672b6df9fe0830...9a020e7eadb7d8203f5b01b18756c72d94773ec9)

---
updated-dependencies:
- dependency-name: docs/themes/hugo-theme-relearn
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 docs/themes/hugo-theme-relearn | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)
 mode change 160000 => 100644 docs/themes/hugo-theme-relearn

diff --git a/docs/themes/hugo-theme-relearn b/docs/themes/hugo-theme-relearn
deleted file mode 160000
index 4a4b60ef..00000000
--- a/docs/themes/hugo-theme-relearn
+++ /dev/null
@@ -1 +0,0 @@
-Subproject commit 4a4b60ef048a8d78397eefb8be672b6df9fe0830
diff --git a/docs/themes/hugo-theme-relearn b/docs/themes/hugo-theme-relearn
new file mode 100644
index 00000000..72f93372
--- /dev/null
+++ b/docs/themes/hugo-theme-relearn
@@ -0,0 +1 @@
+9a020e7eadb7d8203f5b01b18756c72d94773ec9
\ No newline at end of file

From 156a98e2e7f05bc4977f75132b1759e3aa993aae Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 11 Mar 2025 09:40:38 +0100
Subject: [PATCH 320/679] chore(model gallery): add
 openpipe_deductive-reasoning-qwen-14b (#4994)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 23340c7c..145dc0c3 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -4499,6 +4499,20 @@
     - filename: Tower-Babel_Babel-9B-Chat-Q4_K_M.gguf
       sha256: cf024c81b9c5e31dd9b4fe89f7bed01be8a6a704722780fe8d240b1ecb7942eb
       uri: huggingface://bartowski/Tower-Babel_Babel-9B-Chat-GGUF/Tower-Babel_Babel-9B-Chat-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "openpipe_deductive-reasoning-qwen-14b"
+  urls:
+    - https://huggingface.co/OpenPipe/Deductive-Reasoning-Qwen-14B
+    - https://huggingface.co/bartowski/OpenPipe_Deductive-Reasoning-Qwen-14B-GGUF
+  description: |
+    Deductive Reasoning Qwen 14B is a reinforcement fine-tune of Qwen 2.5 14B Instruct to solve challenging deduction problems from the Temporal Clue dataset, trained by OpenPipe!
+  overrides:
+    parameters:
+      model: OpenPipe_Deductive-Reasoning-Qwen-14B-Q4_K_M.gguf
+  files:
+    - filename: OpenPipe_Deductive-Reasoning-Qwen-14B-Q4_K_M.gguf
+      sha256: 23474b114e1e14f5f63829369e9af14d3f8e6b437b7974e1d3ac0c842b4cc3f5
+      uri: huggingface://bartowski/OpenPipe_Deductive-Reasoning-Qwen-14B-GGUF/OpenPipe_Deductive-Reasoning-Qwen-14B-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From ac41aa8b67032a32442c317f95e3098d527fe98f Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 11 Mar 2025 09:44:07 +0100
Subject: [PATCH 321/679] chore(model gallery): add
 openpipe_deductive-reasoning-qwen-32b (#4995)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 145dc0c3..f90710d5 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -4513,6 +4513,20 @@
     - filename: OpenPipe_Deductive-Reasoning-Qwen-14B-Q4_K_M.gguf
       sha256: 23474b114e1e14f5f63829369e9af14d3f8e6b437b7974e1d3ac0c842b4cc3f5
       uri: huggingface://bartowski/OpenPipe_Deductive-Reasoning-Qwen-14B-GGUF/OpenPipe_Deductive-Reasoning-Qwen-14B-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "openpipe_deductive-reasoning-qwen-32b"
+  urls:
+    - https://huggingface.co/OpenPipe/Deductive-Reasoning-Qwen-32B
+    - https://huggingface.co/bartowski/OpenPipe_Deductive-Reasoning-Qwen-32B-GGUF
+  description: |
+    Deductive Reasoning Qwen 32B is a reinforcement fine-tune of Qwen 2.5 32B Instruct to solve challenging deduction problems from the Temporal Clue dataset, trained by OpenPipe!
+  overrides:
+    parameters:
+      model: OpenPipe_Deductive-Reasoning-Qwen-32B-Q4_K_M.gguf
+  files:
+    - filename: OpenPipe_Deductive-Reasoning-Qwen-32B-Q4_K_M.gguf
+      sha256: 53a8314e572c60c867da897721d366f183dc6d2193c83a41ff8ad46a2a0692c8
+      uri: huggingface://bartowski/OpenPipe_Deductive-Reasoning-Qwen-32B-GGUF/OpenPipe_Deductive-Reasoning-Qwen-32B-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From 1db2b9943c667ced1cb73a38a5dc154c2bf5a161 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 11 Mar 2025 09:44:21 +0100
Subject: [PATCH 322/679] chore(deps): Bump grpcio to 1.71.0 (#4993)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 backend/python/autogptq/requirements.txt        | 2 +-
 backend/python/bark/requirements.txt            | 2 +-
 backend/python/common/template/requirements.txt | 2 +-
 backend/python/coqui/requirements.txt           | 2 +-
 backend/python/diffusers/requirements.txt       | 2 +-
 backend/python/exllama2/requirements.txt        | 2 +-
 backend/python/faster-whisper/requirements.txt  | 2 +-
 backend/python/kokoro/requirements.txt          | 2 +-
 backend/python/rerankers/requirements.txt       | 2 +-
 backend/python/transformers/requirements.txt    | 2 +-
 backend/python/vllm/requirements.txt            | 2 +-
 11 files changed, 11 insertions(+), 11 deletions(-)

diff --git a/backend/python/autogptq/requirements.txt b/backend/python/autogptq/requirements.txt
index af596d9e..4b879746 100644
--- a/backend/python/autogptq/requirements.txt
+++ b/backend/python/autogptq/requirements.txt
@@ -1,6 +1,6 @@
 accelerate
 auto-gptq==0.7.1
-grpcio==1.70.0
+grpcio==1.71.0
 protobuf
 certifi
 transformers
\ No newline at end of file
diff --git a/backend/python/bark/requirements.txt b/backend/python/bark/requirements.txt
index f4beaec1..2f40b320 100644
--- a/backend/python/bark/requirements.txt
+++ b/backend/python/bark/requirements.txt
@@ -1,4 +1,4 @@
 bark==0.1.5
-grpcio==1.70.0
+grpcio==1.71.0
 protobuf
 certifi
\ No newline at end of file
diff --git a/backend/python/common/template/requirements.txt b/backend/python/common/template/requirements.txt
index 125b18dd..e4d843df 100644
--- a/backend/python/common/template/requirements.txt
+++ b/backend/python/common/template/requirements.txt
@@ -1,3 +1,3 @@
-grpcio==1.70.0
+grpcio==1.71.0
 protobuf
 grpcio-tools
\ No newline at end of file
diff --git a/backend/python/coqui/requirements.txt b/backend/python/coqui/requirements.txt
index 5ec13b5f..108d30ba 100644
--- a/backend/python/coqui/requirements.txt
+++ b/backend/python/coqui/requirements.txt
@@ -1,4 +1,4 @@
-grpcio==1.70.0
+grpcio==1.71.0
 protobuf
 certifi
 packaging==24.1
\ No newline at end of file
diff --git a/backend/python/diffusers/requirements.txt b/backend/python/diffusers/requirements.txt
index 8c450dca..8cfe88a7 100644
--- a/backend/python/diffusers/requirements.txt
+++ b/backend/python/diffusers/requirements.txt
@@ -1,5 +1,5 @@
 setuptools
-grpcio==1.70.0
+grpcio==1.71.0
 pillow
 protobuf
 certifi
diff --git a/backend/python/exllama2/requirements.txt b/backend/python/exllama2/requirements.txt
index cb622d0c..ed8ffec4 100644
--- a/backend/python/exllama2/requirements.txt
+++ b/backend/python/exllama2/requirements.txt
@@ -1,4 +1,4 @@
-grpcio==1.70.0
+grpcio==1.71.0
 protobuf
 certifi
 wheel
diff --git a/backend/python/faster-whisper/requirements.txt b/backend/python/faster-whisper/requirements.txt
index 125b18dd..e4d843df 100644
--- a/backend/python/faster-whisper/requirements.txt
+++ b/backend/python/faster-whisper/requirements.txt
@@ -1,3 +1,3 @@
-grpcio==1.70.0
+grpcio==1.71.0
 protobuf
 grpcio-tools
\ No newline at end of file
diff --git a/backend/python/kokoro/requirements.txt b/backend/python/kokoro/requirements.txt
index 06e60389..cf0f0143 100644
--- a/backend/python/kokoro/requirements.txt
+++ b/backend/python/kokoro/requirements.txt
@@ -1,4 +1,4 @@
-grpcio==1.70.0
+grpcio==1.71.0
 protobuf
 phonemizer
 scipy
diff --git a/backend/python/rerankers/requirements.txt b/backend/python/rerankers/requirements.txt
index 566fdae0..931cb146 100644
--- a/backend/python/rerankers/requirements.txt
+++ b/backend/python/rerankers/requirements.txt
@@ -1,3 +1,3 @@
-grpcio==1.70.0
+grpcio==1.71.0
 protobuf
 certifi
\ No newline at end of file
diff --git a/backend/python/transformers/requirements.txt b/backend/python/transformers/requirements.txt
index c0fa0c0b..9ba6c861 100644
--- a/backend/python/transformers/requirements.txt
+++ b/backend/python/transformers/requirements.txt
@@ -1,4 +1,4 @@
-grpcio==1.70.0
+grpcio==1.71.0
 protobuf
 certifi
 setuptools
diff --git a/backend/python/vllm/requirements.txt b/backend/python/vllm/requirements.txt
index 1f92add8..f1771cc4 100644
--- a/backend/python/vllm/requirements.txt
+++ b/backend/python/vllm/requirements.txt
@@ -1,4 +1,4 @@
-grpcio==1.70.0
+grpcio==1.71.0
 protobuf
 certifi
 setuptools
\ No newline at end of file

From 478e50cda2b13ec7de60930d452cd1622c915edb Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Tue, 11 Mar 2025 12:19:03 +0100
Subject: [PATCH 323/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `2c9f833d17bb5b8ea89dec663b072b5420fc5438` (#4991)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
Co-authored-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index f5d401f1..db5e53d5 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=1e2f78a00450593e2dfa458796fcdd9987300dfc
+CPPLLAMA_VERSION?=2c9f833d17bb5b8ea89dec663b072b5420fc5438
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From b6cd430e0834d90faa722b3c41df2f09f2c11c00 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Wed, 12 Mar 2025 08:19:51 +0100
Subject: [PATCH 324/679] chore(model gallery): add
 thedrummer_gemmasutra-small-4b-v1 (#4997)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index f90710d5..86dab97d 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -9056,6 +9056,21 @@
     - filename: TheDrummer_Gemmasutra-Pro-27B-v1.1-Q4_K_M.gguf
       sha256: 218a14f0bf8266f9e77d16b8b4f5cc1dc76e97eb582a2c97cca5a3a2c35de86b
       uri: huggingface://bartowski/TheDrummer_Gemmasutra-Pro-27B-v1.1-GGUF/TheDrummer_Gemmasutra-Pro-27B-v1.1-Q4_K_M.gguf
+- !!merge <<: *gemma
+  name: "thedrummer_gemmasutra-small-4b-v1"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/65f2fd1c25b848bd061b5c2e/Cekk7d2UAKu7LPsw8SxV7.png
+  urls:
+    - https://huggingface.co/TheDrummer/Gemmasutra-Small-4B-v1
+    - https://huggingface.co/bartowski/TheDrummer_Gemmasutra-Small-4B-v1-GGUF
+  description: |
+    An upscaled Gemma 2B tune with modern techniques. Au Revoir, Gemma!
+  overrides:
+    parameters:
+      model: TheDrummer_Gemmasutra-Small-4B-v1-Q4_K_M.gguf
+  files:
+    - filename: TheDrummer_Gemmasutra-Small-4B-v1-Q4_K_M.gguf
+      sha256: 81dd2e2d9546f5dc2150c45c62acabc112068b801ca50b79feceabb1bd4d6f1a
+      uri: huggingface://bartowski/TheDrummer_Gemmasutra-Small-4B-v1-GGUF/TheDrummer_Gemmasutra-Small-4B-v1-Q4_K_M.gguf
 - &llama3
   url: "github:mudler/LocalAI/gallery/llama3-instruct.yaml@master"
   icon: https://avatars.githubusercontent.com/u/153379578

From db7442ae672cc4ac9cff49c66c5841fa24f2ff69 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Wed, 12 Mar 2025 08:23:01 +0100
Subject: [PATCH 325/679] chore(model gallery): add open-r1_olympiccoder-32b
 (#4998)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 86dab97d..3425a9cf 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -4527,6 +4527,20 @@
     - filename: OpenPipe_Deductive-Reasoning-Qwen-32B-Q4_K_M.gguf
       sha256: 53a8314e572c60c867da897721d366f183dc6d2193c83a41ff8ad46a2a0692c8
       uri: huggingface://bartowski/OpenPipe_Deductive-Reasoning-Qwen-32B-GGUF/OpenPipe_Deductive-Reasoning-Qwen-32B-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "open-r1_olympiccoder-32b"
+  urls:
+    - https://huggingface.co/open-r1/OlympicCoder-32B
+    - https://huggingface.co/bartowski/open-r1_OlympicCoder-32B-GGUF
+  description: |
+    OlympicCoder-32B is a code mode that achieves very strong performance on competitive coding benchmarks such as LiveCodeBench andthe 2024 International Olympiad in Informatics.
+  overrides:
+    parameters:
+      model: open-r1_OlympicCoder-32B-Q4_K_M.gguf
+  files:
+    - filename: open-r1_OlympicCoder-32B-Q4_K_M.gguf
+      sha256: bb82e4aa2219f655d37c7efad8985582cf3c32de0e0299ecd2f304d32ac39f12
+      uri: huggingface://bartowski/open-r1_OlympicCoder-32B-GGUF/open-r1_OlympicCoder-32B-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From b0969281722d1bb634192c0682759ede909d17ef Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Wed, 12 Mar 2025 08:24:35 +0100
Subject: [PATCH 326/679] chore(model gallery): add open-r1_olympiccoder-7b
 (#4999)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 3425a9cf..6439f852 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -4541,6 +4541,20 @@
     - filename: open-r1_OlympicCoder-32B-Q4_K_M.gguf
       sha256: bb82e4aa2219f655d37c7efad8985582cf3c32de0e0299ecd2f304d32ac39f12
       uri: huggingface://bartowski/open-r1_OlympicCoder-32B-GGUF/open-r1_OlympicCoder-32B-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "open-r1_olympiccoder-7b"
+  urls:
+    - https://huggingface.co/open-r1/OlympicCoder-7B
+    - https://huggingface.co/bartowski/open-r1_OlympicCoder-7B-GGUF
+  description: |
+    OlympicCoder-7B is a code model that achieves strong performance on competitive coding benchmarks such as LiveCodeBench and the 2024 International Olympiad in Informatics.
+  overrides:
+    parameters:
+      model: open-r1_OlympicCoder-7B-Q4_K_M.gguf
+  files:
+    - filename: open-r1_OlympicCoder-7B-Q4_K_M.gguf
+      sha256: 21e18e7fd1fb244455a67d4dee538a4d86dc96d507c39a4ad16ef335fb9e6e2f
+      uri: huggingface://bartowski/open-r1_OlympicCoder-7B-GGUF/open-r1_OlympicCoder-7B-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From e878556e98d148aec8a085804ab1f01f34e5c176 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Wed, 12 Mar 2025 08:26:09 +0100
Subject: [PATCH 327/679] chore(model gallery): add
 trashpanda-org_qwq-32b-snowdrop-v0 (#5000)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 6439f852..8c753ee6 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -4555,6 +4555,21 @@
     - filename: open-r1_OlympicCoder-7B-Q4_K_M.gguf
       sha256: 21e18e7fd1fb244455a67d4dee538a4d86dc96d507c39a4ad16ef335fb9e6e2f
       uri: huggingface://bartowski/open-r1_OlympicCoder-7B-GGUF/open-r1_OlympicCoder-7B-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "trashpanda-org_qwq-32b-snowdrop-v0"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/675a77cf99ca23af9daacccc/Tdn0PJBFnG3J6UcjO9G94.png
+  urls:
+    - https://huggingface.co/trashpanda-org/QwQ-32B-Snowdrop-v0
+    - https://huggingface.co/bartowski/trashpanda-org_QwQ-32B-Snowdrop-v0-GGUF
+  description: |
+    R1 at home for RP, literally. Able to handle my cards with gimmicks and subtle tricks in them. With a good reasoning starter+prompt, I'm getting consistently-structured responses that have a good amount of variation across them still while rerolling. Char/scenario portrayal is good despite my focus on writing style, lorebooks are properly referenced at times. Slop doesn't seem to be too much of an issue with thinking enabled. Some user impersonation is rarely observed. Prose is refreshing if you take advantage of what I did (writing style fixation). I know I said Marigold would be my daily driver, but this one is that now, it's that good.
+  overrides:
+    parameters:
+      model: trashpanda-org_QwQ-32B-Snowdrop-v0-Q4_K_M.gguf
+  files:
+    - filename: trashpanda-org_QwQ-32B-Snowdrop-v0-Q4_K_M.gguf
+      sha256: 584d2f14f2f08ce499665c332bef30245b605ed2278e9075766237835f564c5f
+      uri: huggingface://bartowski/trashpanda-org_QwQ-32B-Snowdrop-v0-GGUF/trashpanda-org_QwQ-32B-Snowdrop-v0-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From 9f5dcf2d1ea0723269940d6e45bc1a351f9623cf Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Wed, 12 Mar 2025 12:55:06 +0100
Subject: [PATCH 328/679] feat(aio): update AIO image defaults (#5002)

* feat(aio): update AIO image defaults

cpu:
 - text-to-text: llama3.1
 - embeddings: granite-embeddings
 - vision: moonream2

gpu/intel:
 - text-to-text: localai-functioncall-qwen2.5-7b-v0.5
 - embeddings: granite-embeddings
 - vision: minicpm

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* feat(aio): use minicpm as moondream2 stopped working

https://github.com/ggml-org/llama.cpp/pull/12322#issuecomment-2717483759

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 aio/cpu/embeddings.yaml      |   4 +-
 aio/cpu/text-to-text.yaml    | 142 ++++++++++++-----------------------
 aio/cpu/vision.yaml          |  60 +++++++++------
 aio/gpu-8g/embeddings.yaml   |   4 +-
 aio/gpu-8g/text-to-text.yaml | 118 +++++++++--------------------
 aio/gpu-8g/vision.yaml       |  64 ++++++++++------
 aio/intel/embeddings.yaml    |   4 +-
 aio/intel/text-to-text.yaml  | 118 +++++++++--------------------
 aio/intel/vision.yaml        |  69 ++++++++++-------
 9 files changed, 244 insertions(+), 339 deletions(-)

diff --git a/aio/cpu/embeddings.yaml b/aio/cpu/embeddings.yaml
index 9aa845b0..f9e0ca5d 100644
--- a/aio/cpu/embeddings.yaml
+++ b/aio/cpu/embeddings.yaml
@@ -1,7 +1,7 @@
-name: text-embedding-ada-002
 embeddings: true
+name: text-embedding-ada-002
 parameters:
-  model: huggingface://hugging-quants/Llama-3.2-1B-Instruct-Q4_K_M-GGUF/llama-3.2-1b-instruct-q4_k_m.gguf
+  model: huggingface://bartowski/granite-embedding-107m-multilingual-GGUF/granite-embedding-107m-multilingual-f16.gguf
 
 usage: |
     You can test this model with curl like this:
diff --git a/aio/cpu/text-to-text.yaml b/aio/cpu/text-to-text.yaml
index 74f46817..c6802137 100644
--- a/aio/cpu/text-to-text.yaml
+++ b/aio/cpu/text-to-text.yaml
@@ -1,101 +1,57 @@
-name: gpt-4
-mmap: true
-parameters:
-  model: huggingface://NousResearch/Hermes-2-Pro-Llama-3-8B-GGUF/Hermes-2-Pro-Llama-3-8B-Q4_K_M.gguf
 context_size: 8192
-
-stopwords:
-- "<|im_end|>"
-- "<dummy32000>"
-- "</tool_call>"
-- "<|eot_id|>"
-- "<|end_of_text|>"
-
+f16: true
 function:
-  # disable injecting the "answer" tool
-  disable_no_action: true
-
   grammar:
-    # This allows the grammar to also return messages
-    mixed_mode: true
-    # Suffix to add to the grammar
-    #prefix: '<tool_call>\n'
-    # Force parallel calls in the grammar
-    # parallel_calls: true
-
-  return_name_in_function_response: true
-  # Without grammar uncomment the lines below
-  # Warning: this is relying only on the capability of the
-  # LLM model to generate the correct function call.
-  json_regex_match: 
-   - "(?s)<tool_call>(.*?)</tool_call>"
-   - "(?s)<tool_call>(.*?)"
-  replace_llm_results:
-  # Drop the scratchpad content from responses
-  - key: "(?s)<scratchpad>.*</scratchpad>"
-    value: ""
-  replace_function_results: 
-  # Replace everything that is not JSON array or object
-  # 
-  - key: '(?s)^[^{\[]*'
-    value: ""
-  - key: '(?s)[^}\]]*$'
-    value: ""
-  - key: "'([^']*?)'"
-    value: "_DQUOTE_${1}_DQUOTE_"
-  - key: '\\"'
-    value: "__TEMP_QUOTE__"
-  - key: "\'"
-    value: "'"
-  - key: "_DQUOTE_"
-    value: '"'
-  - key: "__TEMP_QUOTE__"
-    value: '"'
-  # Drop the scratchpad content from responses
-  - key: "(?s)<scratchpad>.*</scratchpad>"
-    value: ""
-
+    no_mixed_free_string: true
+    schema_type: llama3.1 # or JSON is supported too (json)
+  response_regex:
+  - <function=(?P<name>\w+)>(?P<arguments>.*)</function>
+mmap: true
+name: gpt-4
+parameters:
+  model: Hermes-3-Llama-3.2-3B-Q4_K_M.gguf
+stopwords:
+- <|im_end|>
+- <dummy32000>
+- <|eot_id|>
+- <|end_of_text|>
 template:
   chat: |
-    {{.Input -}}
-    <|im_start|>assistant
+    <|begin_of_text|><|start_header_id|>system<|end_header_id|>
+    You are a helpful assistant<|eot_id|><|start_header_id|>user<|end_header_id|>
+    {{.Input }}
+    <|start_header_id|>assistant<|end_header_id|>
   chat_message: |
-    <|im_start|>{{if eq .RoleName "assistant"}}assistant{{else if eq .RoleName "system"}}system{{else if eq .RoleName "tool"}}tool{{else if eq .RoleName "user"}}user{{end}}
-    {{- if .FunctionCall }}
-    <tool_call>
-    {{- else if eq .RoleName "tool" }}
-    <tool_response>
-    {{- end }}
-    {{- if .Content}}
-    {{.Content }}
-    {{- end }}
-    {{- if .FunctionCall}}
-    {{toJson .FunctionCall}}
-    {{- end }}
-    {{- if .FunctionCall }}
-    </tool_call>
-    {{- else if eq .RoleName "tool" }}
-    </tool_response>
-    {{- end }}<|im_end|>
+    <|start_header_id|>{{if eq .RoleName "assistant"}}assistant{{else if eq .RoleName "system"}}system{{else if eq .RoleName "tool"}}tool{{else if eq .RoleName "user"}}user{{end}}<|end_header_id|>
+    {{ if .FunctionCall -}}
+    {{ else if eq .RoleName "tool" -}}
+    The Function was executed and the response was:
+    {{ end -}}
+    {{ if .Content -}}
+    {{.Content -}}
+    {{ else if .FunctionCall -}}
+    {{ range .FunctionCall }}
+    [{{.FunctionCall.Name}}({{.FunctionCall.Arguments}})]
+    {{ end }}
+    {{ end -}}
+    <|eot_id|>
   completion: |
     {{.Input}}
-  function: |-
-    <|im_start|>system
-    You are a function calling AI model.
-    Here are the available tools:
-    <tools>
-    {{range .Functions}}
-    {'type': 'function', 'function': {'name': '{{.Name}}', 'description': '{{.Description}}', 'parameters': {{toJson .Parameters}} }}
-    {{end}}
-    </tools>
-    You should call the tools provided to you sequentially
-    Please use <scratchpad> XML tags to record your reasoning and planning before you call the functions as follows:
-    <scratchpad>
-    {step-by-step reasoning and plan in bullet points}
-    </scratchpad>
-    For each function call return a json object with function name and arguments within <tool_call> XML tags as follows:
-    <tool_call>
-    {"arguments": <args-dict>, "name": <function-name>}
-    </tool_call><|im_end|>
-    {{.Input -}}
-    <|im_start|>assistant
+  function: |
+    <|start_header_id|>system<|end_header_id|>
+    You are an expert in composing functions. You are given a question and a set of possible functions.
+    Based on the question, you will need to make one or more function/tool calls to achieve the purpose.
+    If none of the functions can be used, point it out. If the given question lacks the parameters required by the function, also point it out. You should only return the function call in tools call sections.
+    If you decide to invoke any of the function(s), you MUST put it in the format as follows:
+    [func_name1(params_name1=params_value1,params_name2=params_value2,...),func_name2(params_name1=params_value1,params_name2=params_value2,...)]
+    You SHOULD NOT include any other text in the response.
+    Here is a list of functions in JSON format that you can invoke.
+    {{toJson .Functions}}
+    <|eot_id|><|start_header_id|>user<|end_header_id|>
+    {{.Input}}
+    <|eot_id|><|start_header_id|>assistant<|end_header_id|>
+
+download_files:
+- filename: Hermes-3-Llama-3.2-3B-Q4_K_M.gguf
+  sha256: 2e220a14ba4328fee38cf36c2c068261560f999fadb5725ce5c6d977cb5126b5
+  uri: huggingface://bartowski/Hermes-3-Llama-3.2-3B-GGUF/Hermes-3-Llama-3.2-3B-Q4_K_M.gguf
\ No newline at end of file
diff --git a/aio/cpu/vision.yaml b/aio/cpu/vision.yaml
index 4052fa39..5325f99c 100644
--- a/aio/cpu/vision.yaml
+++ b/aio/cpu/vision.yaml
@@ -1,31 +1,49 @@
-backend: llama-cpp
 context_size: 4096
 f16: true
 mmap: true
+mmproj: minicpm-v-2_6-mmproj-f16.gguf
 name: gpt-4o
-
-roles:
-  user: "USER:"
-  assistant: "ASSISTANT:"
-  system: "SYSTEM:"
-
-mmproj: bakllava-mmproj.gguf
 parameters:
-  model: bakllava.gguf
-
+  model: minicpm-v-2_6-Q4_K_M.gguf
+stopwords:
+- <|im_end|>
+- <dummy32000>
+- </s>
+- <|endoftext|>
 template:
   chat: |
-    A chat between a curious human and an artificial intelligence assistant. The assistant gives helpful, detailed, and polite answers to the human's questions.
+    {{.Input -}}
+    <|im_start|>assistant
+  chat_message: |
+    <|im_start|>{{ .RoleName }}
+    {{ if .FunctionCall -}}
+    Function call:
+    {{ else if eq .RoleName "tool" -}}
+    Function response:
+    {{ end -}}
+    {{ if .Content -}}
+    {{.Content }}
+    {{ end -}}
+    {{ if .FunctionCall -}}
+    {{toJson .FunctionCall}}
+    {{ end -}}<|im_end|>
+  completion: |
     {{.Input}}
-    ASSISTANT:
+  function: |
+    <|im_start|>system
+    You are a function calling AI model. You are provided with functions to execute. You may call one or more functions to assist with the user query. Don't make assumptions about what values to plug into functions. Here are the available tools:
+    {{range .Functions}}
+    {'type': 'function', 'function': {'name': '{{.Name}}', 'description': '{{.Description}}', 'parameters': {{toJson .Parameters}} }}
+    {{end}}
+    For each function call return a json object with function name and arguments
+    <|im_end|>
+    {{.Input -}}
+    <|im_start|>assistant
 
 download_files:
-- filename: bakllava.gguf
-  uri: huggingface://mys/ggml_bakllava-1/ggml-model-q4_k.gguf
-- filename: bakllava-mmproj.gguf
-  uri: huggingface://mys/ggml_bakllava-1/mmproj-model-f16.gguf
-
-usage: |
-    curl http://localhost:8080/v1/chat/completions -H "Content-Type: application/json" -d '{
-        "model": "gpt-4-vision-preview",
-        "messages": [{"role": "user", "content": [{"type":"text", "text": "What is in the image?"}, {"type": "image_url", "image_url": {"url": "https://upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Gfp-wisconsin-madison-the-nature-boardwalk.jpg/2560px-Gfp-wisconsin-madison-the-nature-boardwalk.jpg" }}], "temperature": 0.9}]}'
+- filename: minicpm-v-2_6-Q4_K_M.gguf
+  sha256: 3a4078d53b46f22989adbf998ce5a3fd090b6541f112d7e936eb4204a04100b1
+  uri: huggingface://openbmb/MiniCPM-V-2_6-gguf/ggml-model-Q4_K_M.gguf
+- filename: minicpm-v-2_6-mmproj-f16.gguf
+  uri: huggingface://openbmb/MiniCPM-V-2_6-gguf/mmproj-model-f16.gguf
+  sha256: 4485f68a0f1aa404c391e788ea88ea653c100d8e98fe572698f701e5809711fd
\ No newline at end of file
diff --git a/aio/gpu-8g/embeddings.yaml b/aio/gpu-8g/embeddings.yaml
index 99a74ef7..f9e0ca5d 100644
--- a/aio/gpu-8g/embeddings.yaml
+++ b/aio/gpu-8g/embeddings.yaml
@@ -1,7 +1,7 @@
+embeddings: true
 name: text-embedding-ada-002
-backend: sentencetransformers
 parameters:
-  model: all-MiniLM-L6-v2
+  model: huggingface://bartowski/granite-embedding-107m-multilingual-GGUF/granite-embedding-107m-multilingual-f16.gguf
 
 usage: |
     You can test this model with curl like this:
diff --git a/aio/gpu-8g/text-to-text.yaml b/aio/gpu-8g/text-to-text.yaml
index 62674a38..f9c5f17b 100644
--- a/aio/gpu-8g/text-to-text.yaml
+++ b/aio/gpu-8g/text-to-text.yaml
@@ -1,101 +1,53 @@
-name: gpt-4
-mmap: true
-parameters:
-  model: huggingface://NousResearch/Hermes-2-Pro-Llama-3-8B-GGUF/Hermes-2-Pro-Llama-3-8B-Q4_K_M.gguf
-context_size: 8192
-
-stopwords:
-- "<|im_end|>"
-- "<dummy32000>"
-- "</tool_call>"
-- "<|eot_id|>"
-- "<|end_of_text|>"
-
+context_size: 4096
+f16: true
 function:
-  # disable injecting the "answer" tool
-  disable_no_action: true
-
+  capture_llm_results:
+  - (?s)<Thought>(.*?)</Thought>
   grammar:
-    # This allows the grammar to also return messages
-    mixed_mode: true
-    # Suffix to add to the grammar
-    #prefix: '<tool_call>\n'
-    # Force parallel calls in the grammar
-    # parallel_calls: true
-
-  return_name_in_function_response: true
-  # Without grammar uncomment the lines below
-  # Warning: this is relying only on the capability of the
-  # LLM model to generate the correct function call.
-  json_regex_match: 
-   - "(?s)<tool_call>(.*?)</tool_call>"
-   - "(?s)<tool_call>(.*?)"
+    properties_order: name,arguments
+  json_regex_match:
+  - (?s)<Output>(.*?)</Output>
   replace_llm_results:
-  # Drop the scratchpad content from responses
-  - key: "(?s)<scratchpad>.*</scratchpad>"
+  - key: (?s)<Thought>(.*?)</Thought>
     value: ""
-  replace_function_results: 
-  # Replace everything that is not JSON array or object
-  # 
-  - key: '(?s)^[^{\[]*'
-    value: ""
-  - key: '(?s)[^}\]]*$'
-    value: ""
-  - key: "'([^']*?)'"
-    value: "_DQUOTE_${1}_DQUOTE_"
-  - key: '\\"'
-    value: "__TEMP_QUOTE__"
-  - key: "\'"
-    value: "'"
-  - key: "_DQUOTE_"
-    value: '"'
-  - key: "__TEMP_QUOTE__"
-    value: '"'
-  # Drop the scratchpad content from responses
-  - key: "(?s)<scratchpad>.*</scratchpad>"
-    value: ""
-
+mmap: true
+name: gpt-4
+parameters:
+  model: localai-functioncall-qwen2.5-7b-v0.5-q4_k_m.gguf
+stopwords:
+- <|im_end|>
+- <dummy32000>
+- </s>
 template:
   chat: |
     {{.Input -}}
     <|im_start|>assistant
   chat_message: |
-    <|im_start|>{{if eq .RoleName "assistant"}}assistant{{else if eq .RoleName "system"}}system{{else if eq .RoleName "tool"}}tool{{else if eq .RoleName "user"}}user{{end}}
-    {{- if .FunctionCall }}
-    <tool_call>
-    {{- else if eq .RoleName "tool" }}
-    <tool_response>
-    {{- end }}
-    {{- if .Content}}
+    <|im_start|>{{ .RoleName }}
+    {{ if .FunctionCall -}}
+    Function call:
+    {{ else if eq .RoleName "tool" -}}
+    Function response:
+    {{ end -}}
+    {{ if .Content -}}
     {{.Content }}
-    {{- end }}
-    {{- if .FunctionCall}}
+    {{ end -}}
+    {{ if .FunctionCall -}}
     {{toJson .FunctionCall}}
-    {{- end }}
-    {{- if .FunctionCall }}
-    </tool_call>
-    {{- else if eq .RoleName "tool" }}
-    </tool_response>
-    {{- end }}<|im_end|>
+    {{ end -}}<|im_end|>
   completion: |
     {{.Input}}
-  function: |-
+  function: |
     <|im_start|>system
-    You are a function calling AI model.
-    Here are the available tools:
-    <tools>
+    You are an AI assistant that executes function calls, and these are the tools at your disposal:
     {{range .Functions}}
     {'type': 'function', 'function': {'name': '{{.Name}}', 'description': '{{.Description}}', 'parameters': {{toJson .Parameters}} }}
     {{end}}
-    </tools>
-    You should call the tools provided to you sequentially
-    Please use <scratchpad> XML tags to record your reasoning and planning before you call the functions as follows:
-    <scratchpad>
-    {step-by-step reasoning and plan in bullet points}
-    </scratchpad>
-    For each function call return a json object with function name and arguments within <tool_call> XML tags as follows:
-    <tool_call>
-    {"arguments": <args-dict>, "name": <function-name>}
-    </tool_call><|im_end|>
+    <|im_end|>
     {{.Input -}}
-    <|im_start|>assistant
\ No newline at end of file
+    <|im_start|>assistant
+
+download_files:
+- filename: localai-functioncall-phi-4-v0.3-q4_k_m.gguf
+  sha256: 23fee048ded2a6e2e1a7b6bbefa6cbf83068f194caa9552aecbaa00fec8a16d5
+  uri: huggingface://mudler/LocalAI-functioncall-phi-4-v0.3-Q4_K_M-GGUF/localai-functioncall-phi-4-v0.3-q4_k_m.gguf
\ No newline at end of file
diff --git a/aio/gpu-8g/vision.yaml b/aio/gpu-8g/vision.yaml
index 4f5e10b3..5325f99c 100644
--- a/aio/gpu-8g/vision.yaml
+++ b/aio/gpu-8g/vision.yaml
@@ -1,35 +1,49 @@
-backend: llama-cpp
 context_size: 4096
 f16: true
 mmap: true
+mmproj: minicpm-v-2_6-mmproj-f16.gguf
 name: gpt-4o
-
-roles:
-  user: "USER:"
-  assistant: "ASSISTANT:"
-  system: "SYSTEM:"
-
-mmproj: llava-v1.6-7b-mmproj-f16.gguf
 parameters:
-  model: llava-v1.6-mistral-7b.Q5_K_M.gguf
-  temperature: 0.2
-  top_k: 40
-  top_p: 0.95
-  seed: -1
-
+  model: minicpm-v-2_6-Q4_K_M.gguf
+stopwords:
+- <|im_end|>
+- <dummy32000>
+- </s>
+- <|endoftext|>
 template:
   chat: |
-    A chat between a curious human and an artificial intelligence assistant. The assistant gives helpful, detailed, and polite answers to the human's questions.
+    {{.Input -}}
+    <|im_start|>assistant
+  chat_message: |
+    <|im_start|>{{ .RoleName }}
+    {{ if .FunctionCall -}}
+    Function call:
+    {{ else if eq .RoleName "tool" -}}
+    Function response:
+    {{ end -}}
+    {{ if .Content -}}
+    {{.Content }}
+    {{ end -}}
+    {{ if .FunctionCall -}}
+    {{toJson .FunctionCall}}
+    {{ end -}}<|im_end|>
+  completion: |
     {{.Input}}
-    ASSISTANT:
+  function: |
+    <|im_start|>system
+    You are a function calling AI model. You are provided with functions to execute. You may call one or more functions to assist with the user query. Don't make assumptions about what values to plug into functions. Here are the available tools:
+    {{range .Functions}}
+    {'type': 'function', 'function': {'name': '{{.Name}}', 'description': '{{.Description}}', 'parameters': {{toJson .Parameters}} }}
+    {{end}}
+    For each function call return a json object with function name and arguments
+    <|im_end|>
+    {{.Input -}}
+    <|im_start|>assistant
 
 download_files:
-- filename: llava-v1.6-mistral-7b.Q5_K_M.gguf
-  uri: huggingface://cjpais/llava-1.6-mistral-7b-gguf/llava-v1.6-mistral-7b.Q5_K_M.gguf
-- filename: llava-v1.6-7b-mmproj-f16.gguf
-  uri: huggingface://cjpais/llava-1.6-mistral-7b-gguf/mmproj-model-f16.gguf
-
-usage: |
-    curl http://localhost:8080/v1/chat/completions -H "Content-Type: application/json" -d '{
-        "model": "gpt-4-vision-preview",
-        "messages": [{"role": "user", "content": [{"type":"text", "text": "What is in the image?"}, {"type": "image_url", "image_url": {"url": "https://upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Gfp-wisconsin-madison-the-nature-boardwalk.jpg/2560px-Gfp-wisconsin-madison-the-nature-boardwalk.jpg" }}], "temperature": 0.9}]}'
+- filename: minicpm-v-2_6-Q4_K_M.gguf
+  sha256: 3a4078d53b46f22989adbf998ce5a3fd090b6541f112d7e936eb4204a04100b1
+  uri: huggingface://openbmb/MiniCPM-V-2_6-gguf/ggml-model-Q4_K_M.gguf
+- filename: minicpm-v-2_6-mmproj-f16.gguf
+  uri: huggingface://openbmb/MiniCPM-V-2_6-gguf/mmproj-model-f16.gguf
+  sha256: 4485f68a0f1aa404c391e788ea88ea653c100d8e98fe572698f701e5809711fd
\ No newline at end of file
diff --git a/aio/intel/embeddings.yaml b/aio/intel/embeddings.yaml
index 99a74ef7..f9e0ca5d 100644
--- a/aio/intel/embeddings.yaml
+++ b/aio/intel/embeddings.yaml
@@ -1,7 +1,7 @@
+embeddings: true
 name: text-embedding-ada-002
-backend: sentencetransformers
 parameters:
-  model: all-MiniLM-L6-v2
+  model: huggingface://bartowski/granite-embedding-107m-multilingual-GGUF/granite-embedding-107m-multilingual-f16.gguf
 
 usage: |
     You can test this model with curl like this:
diff --git a/aio/intel/text-to-text.yaml b/aio/intel/text-to-text.yaml
index 893b9acf..f9c5f17b 100644
--- a/aio/intel/text-to-text.yaml
+++ b/aio/intel/text-to-text.yaml
@@ -1,103 +1,53 @@
-name: gpt-4
-mmap: false
-context_size: 8192
-
-f16: false
-parameters:
-  model: huggingface://NousResearch/Hermes-2-Pro-Llama-3-8B-GGUF/Hermes-2-Pro-Llama-3-8B-Q4_K_M.gguf
-
-stopwords:
-- "<|im_end|>"
-- "<dummy32000>"
-- "</tool_call>"
-- "<|eot_id|>"
-- "<|end_of_text|>"
-
+context_size: 4096
+f16: true
 function:
-  # disable injecting the "answer" tool
-  disable_no_action: true
-
+  capture_llm_results:
+  - (?s)<Thought>(.*?)</Thought>
   grammar:
-    # This allows the grammar to also return messages
-    mixed_mode: true
-    # Suffix to add to the grammar
-    #prefix: '<tool_call>\n'
-    # Force parallel calls in the grammar
-    # parallel_calls: true
-
-  return_name_in_function_response: true
-  # Without grammar uncomment the lines below
-  # Warning: this is relying only on the capability of the
-  # LLM model to generate the correct function call.
-  json_regex_match: 
-   - "(?s)<tool_call>(.*?)</tool_call>"
-   - "(?s)<tool_call>(.*?)"
+    properties_order: name,arguments
+  json_regex_match:
+  - (?s)<Output>(.*?)</Output>
   replace_llm_results:
-  # Drop the scratchpad content from responses
-  - key: "(?s)<scratchpad>.*</scratchpad>"
+  - key: (?s)<Thought>(.*?)</Thought>
     value: ""
-  replace_function_results: 
-  # Replace everything that is not JSON array or object
-  # 
-  - key: '(?s)^[^{\[]*'
-    value: ""
-  - key: '(?s)[^}\]]*$'
-    value: ""
-  - key: "'([^']*?)'"
-    value: "_DQUOTE_${1}_DQUOTE_"
-  - key: '\\"'
-    value: "__TEMP_QUOTE__"
-  - key: "\'"
-    value: "'"
-  - key: "_DQUOTE_"
-    value: '"'
-  - key: "__TEMP_QUOTE__"
-    value: '"'
-  # Drop the scratchpad content from responses
-  - key: "(?s)<scratchpad>.*</scratchpad>"
-    value: ""
-
+mmap: true
+name: gpt-4
+parameters:
+  model: localai-functioncall-qwen2.5-7b-v0.5-q4_k_m.gguf
+stopwords:
+- <|im_end|>
+- <dummy32000>
+- </s>
 template:
   chat: |
     {{.Input -}}
     <|im_start|>assistant
   chat_message: |
-    <|im_start|>{{if eq .RoleName "assistant"}}assistant{{else if eq .RoleName "system"}}system{{else if eq .RoleName "tool"}}tool{{else if eq .RoleName "user"}}user{{end}}
-    {{- if .FunctionCall }}
-    <tool_call>
-    {{- else if eq .RoleName "tool" }}
-    <tool_response>
-    {{- end }}
-    {{- if .Content}}
+    <|im_start|>{{ .RoleName }}
+    {{ if .FunctionCall -}}
+    Function call:
+    {{ else if eq .RoleName "tool" -}}
+    Function response:
+    {{ end -}}
+    {{ if .Content -}}
     {{.Content }}
-    {{- end }}
-    {{- if .FunctionCall}}
+    {{ end -}}
+    {{ if .FunctionCall -}}
     {{toJson .FunctionCall}}
-    {{- end }}
-    {{- if .FunctionCall }}
-    </tool_call>
-    {{- else if eq .RoleName "tool" }}
-    </tool_response>
-    {{- end }}<|im_end|>
+    {{ end -}}<|im_end|>
   completion: |
     {{.Input}}
-  function: |-
+  function: |
     <|im_start|>system
-    You are a function calling AI model.
-    Here are the available tools:
-    <tools>
+    You are an AI assistant that executes function calls, and these are the tools at your disposal:
     {{range .Functions}}
     {'type': 'function', 'function': {'name': '{{.Name}}', 'description': '{{.Description}}', 'parameters': {{toJson .Parameters}} }}
     {{end}}
-    </tools>
-    You should call the tools provided to you sequentially
-    Please use <scratchpad> XML tags to record your reasoning and planning before you call the functions as follows:
-    <scratchpad>
-    {step-by-step reasoning and plan in bullet points}
-    </scratchpad>
-    For each function call return a json object with function name and arguments within <tool_call> XML tags as follows:
-    <tool_call>
-    {"arguments": <args-dict>, "name": <function-name>}
-    </tool_call><|im_end|>
+    <|im_end|>
     {{.Input -}}
     <|im_start|>assistant
+
+download_files:
+- filename: localai-functioncall-phi-4-v0.3-q4_k_m.gguf
+  sha256: 23fee048ded2a6e2e1a7b6bbefa6cbf83068f194caa9552aecbaa00fec8a16d5
+  uri: huggingface://mudler/LocalAI-functioncall-phi-4-v0.3-Q4_K_M-GGUF/localai-functioncall-phi-4-v0.3-q4_k_m.gguf
\ No newline at end of file
diff --git a/aio/intel/vision.yaml b/aio/intel/vision.yaml
index 37067362..264d9d0a 100644
--- a/aio/intel/vision.yaml
+++ b/aio/intel/vision.yaml
@@ -1,35 +1,50 @@
-backend: llama-cpp
 context_size: 4096
-mmap: false
-f16: false
+f16: true
+mmap: true
+mmproj: minicpm-v-2_6-mmproj-f16.gguf
 name: gpt-4o
-
-roles:
-  user: "USER:"
-  assistant: "ASSISTANT:"
-  system: "SYSTEM:"
-
-mmproj: llava-v1.6-7b-mmproj-f16.gguf
 parameters:
-  model: llava-v1.6-mistral-7b.Q5_K_M.gguf
-  temperature: 0.2
-  top_k: 40
-  top_p: 0.95
-  seed: -1
-
+  model: minicpm-v-2_6-Q4_K_M.gguf
+stopwords:
+- <|im_end|>
+- <dummy32000>
+- </s>
+- <|endoftext|>
 template:
   chat: |
-    A chat between a curious human and an artificial intelligence assistant. The assistant gives helpful, detailed, and polite answers to the human's questions.
+    {{.Input -}}
+    <|im_start|>assistant
+  chat_message: |
+    <|im_start|>{{ .RoleName }}
+    {{ if .FunctionCall -}}
+    Function call:
+    {{ else if eq .RoleName "tool" -}}
+    Function response:
+    {{ end -}}
+    {{ if .Content -}}
+    {{.Content }}
+    {{ end -}}
+    {{ if .FunctionCall -}}
+    {{toJson .FunctionCall}}
+    {{ end -}}<|im_end|>
+  completion: |
     {{.Input}}
-    ASSISTANT:
+  function: |
+    <|im_start|>system
+    You are a function calling AI model. You are provided with functions to execute. You may call one or more functions to assist with the user query. Don't make assumptions about what values to plug into functions. Here are the available tools:
+    {{range .Functions}}
+    {'type': 'function', 'function': {'name': '{{.Name}}', 'description': '{{.Description}}', 'parameters': {{toJson .Parameters}} }}
+    {{end}}
+    For each function call return a json object with function name and arguments
+    <|im_end|>
+    {{.Input -}}
+    <|im_start|>assistant
+
 
 download_files:
-- filename: llava-v1.6-mistral-7b.Q5_K_M.gguf
-  uri: huggingface://cjpais/llava-1.6-mistral-7b-gguf/llava-v1.6-mistral-7b.Q5_K_M.gguf
-- filename: llava-v1.6-7b-mmproj-f16.gguf
-  uri: huggingface://cjpais/llava-1.6-mistral-7b-gguf/mmproj-model-f16.gguf
-
-usage: |
-    curl http://localhost:8080/v1/chat/completions -H "Content-Type: application/json" -d '{
-        "model": "gpt-4-vision-preview",
-        "messages": [{"role": "user", "content": [{"type":"text", "text": "What is in the image?"}, {"type": "image_url", "image_url": {"url": "https://upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Gfp-wisconsin-madison-the-nature-boardwalk.jpg/2560px-Gfp-wisconsin-madison-the-nature-boardwalk.jpg" }}], "temperature": 0.9}]}'
+- filename: minicpm-v-2_6-Q4_K_M.gguf
+  sha256: 3a4078d53b46f22989adbf998ce5a3fd090b6541f112d7e936eb4204a04100b1
+  uri: huggingface://openbmb/MiniCPM-V-2_6-gguf/ggml-model-Q4_K_M.gguf
+- filename: minicpm-v-2_6-mmproj-f16.gguf
+  uri: huggingface://openbmb/MiniCPM-V-2_6-gguf/mmproj-model-f16.gguf
+  sha256: 4485f68a0f1aa404c391e788ea88ea653c100d8e98fe572698f701e5809711fd
\ No newline at end of file

From 0ede31f9cff54e8dcb71ca3521d5e78eb2e99345 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Wed, 12 Mar 2025 15:13:04 +0100
Subject: [PATCH 329/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `10f2e81809bbb69ecfe64fc8b4686285f84b0c07` (#4996)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index db5e53d5..96bc61dd 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=2c9f833d17bb5b8ea89dec663b072b5420fc5438
+CPPLLAMA_VERSION?=10f2e81809bbb69ecfe64fc8b4686285f84b0c07
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 71a23910fe84f973320c1485fcd9b5a236f639a0 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Wed, 12 Mar 2025 17:26:09 +0100
Subject: [PATCH 330/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `80a02aa8588ef167d616f76f1781b104c245ace0` (#5004)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 96bc61dd..86cdae2f 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=10f2e81809bbb69ecfe64fc8b4686285f84b0c07
+CPPLLAMA_VERSION?=80a02aa8588ef167d616f76f1781b104c245ace0
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From b1a67de2b9ab4c4f256f2c85da2b5c1ad6a77c9a Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Thu, 13 Mar 2025 02:01:30 +0100
Subject: [PATCH 331/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `f08f4b3187b691bb08a8884ed39ebaa94e956707` (#5006)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 86cdae2f..23a612b4 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=80a02aa8588ef167d616f76f1781b104c245ace0
+CPPLLAMA_VERSION?=f08f4b3187b691bb08a8884ed39ebaa94e956707
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From e4ecbb6c301652b1483c21061dcc5559f7b321dc Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 13 Mar 2025 08:28:28 +0100
Subject: [PATCH 332/679] chore(model gallery): add gemma-3-27b-it (#5003)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 25 +++++++++++++++++++++++++
 1 file changed, 25 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 8c753ee6..5dbf47b4 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -1,4 +1,29 @@
 ---
+- &gemma3
+  url: "github:mudler/LocalAI/gallery/gemma.yaml@master"
+  name: "gemma-3-27b-it"
+  icon: https://ai.google.dev/static/gemma/images/gemma3.png
+  license: gemma
+  urls:
+    - https://ai.google.dev/gemma/docs
+    - https://huggingface.co/ggml-org/gemma-3-27b-it-GGUF
+  description: |
+    Google/gemma-3-27b-it is an open-source, state-of-the-art vision-language model built from the same research and technology used to create the Gemini models. It is multimodal, handling text and image input and generating text output, with open weights for both pre-trained variants and instruction-tuned variants. Gemma 3 models have a large, 128K context window, multilingual support in over 140 languages, and are available in more sizes than previous versions. They are well-suited for a variety of text generation and image understanding tasks, including question answering, summarization, and reasoning. Their relatively small size makes it possible to deploy them in environments with limited resources such as laptops, desktops or your own cloud infrastructure, democratizing access to state of the art AI models and helping foster innovation for everyone.
+  tags:
+    - llm
+    - gguf
+    - gpu
+    - cpu
+    - gemma
+    - gemma3
+    - gemma-3
+  overrides:
+    parameters:
+      model: gemma-3-27b-it-Q4_K_M.gguf
+  files:
+    - filename: gemma-3-27b-it-Q4_K_M.gguf
+      sha256: edc9aff4d811a285b9157618130b08688b0768d94ee5355b02dc0cb713012e15
+      uri: huggingface://ggml-org/gemma-3-27b-it-GGUF/gemma-3-27b-it-Q4_K_M.gguf
 - &phi4
   url: "github:mudler/LocalAI/gallery/phi-4-chat.yaml@master"
   name: "phi-4"

From 87ca801f00bccdf5580dd90fa10a5cce755f2750 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 13 Mar 2025 09:44:49 +0100
Subject: [PATCH 333/679] chore(model gallery): add gemma-3-12b-it (#5007)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 5dbf47b4..bee6d431 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -24,6 +24,20 @@
     - filename: gemma-3-27b-it-Q4_K_M.gguf
       sha256: edc9aff4d811a285b9157618130b08688b0768d94ee5355b02dc0cb713012e15
       uri: huggingface://ggml-org/gemma-3-27b-it-GGUF/gemma-3-27b-it-Q4_K_M.gguf
+- !!merge <<: *gemma3
+  name: "gemma-3-12b-it"
+  urls:
+    - https://ai.google.dev/gemma/docs/core
+    - https://huggingface.co/ggml-org/gemma-3-12b-it-GGUF
+  description: |
+    google/gemma-3-12b-it is an open-source, state-of-the-art, lightweight, multimodal model built from the same research and technology used to create the Gemini models. It is capable of handling text and image input and generating text output. It has a large context window of 128K tokens and supports over 140 languages. The 12B variant has been fine-tuned using the instruction-tuning approach. Gemma 3 models are suitable for a variety of text generation and image understanding tasks, including question answering, summarization, and reasoning. Their relatively small size makes them deployable in environments with limited resources such as laptops, desktops, or your own cloud infrastructure.
+  overrides:
+    parameters:
+      model: gemma-3-12b-it-Q4_K_M.gguf
+  files:
+    - filename: gemma-3-12b-it-Q4_K_M.gguf
+      sha256: 7bb69bff3f48a7b642355d64a90e481182a7794707b3133890646b1efa778ff5
+      uri: huggingface://ggml-org/gemma-3-12b-it-GGUF/gemma-3-12b-it-Q4_K_M.gguf
 - &phi4
   url: "github:mudler/LocalAI/gallery/phi-4-chat.yaml@master"
   name: "phi-4"

From 8d16a0a5363ec13408bf7f5b4534763825b3b771 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 13 Mar 2025 09:47:01 +0100
Subject: [PATCH 334/679] chore(model gallery): add gemma-3-4b-it (#5008)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index bee6d431..0f666848 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -38,6 +38,20 @@
     - filename: gemma-3-12b-it-Q4_K_M.gguf
       sha256: 7bb69bff3f48a7b642355d64a90e481182a7794707b3133890646b1efa778ff5
       uri: huggingface://ggml-org/gemma-3-12b-it-GGUF/gemma-3-12b-it-Q4_K_M.gguf
+- !!merge <<: *gemma3
+  name: "gemma-3-4b-it"
+  urls:
+    - https://ai.google.dev/gemma/docs/core
+    - https://huggingface.co/ggml-org/gemma-3-4b-it-GGUF
+  description: |
+    Gemma is a family of lightweight, state-of-the-art open models from Google, built from the same research and technology used to create the Gemini models. Gemma 3 models are multimodal, handling text and image input and generating text output, with open weights for both pre-trained variants and instruction-tuned variants. Gemma 3 has a large, 128K context window, multilingual support in over 140 languages, and is available in more sizes than previous versions. Gemma 3 models are well-suited for a variety of text generation and image understanding tasks, including question answering, summarization, and reasoning. Their relatively small size makes it possible to deploy them in environments with limited resources such as laptops, desktops or your own cloud infrastructure, democratizing access to state of the art AI models and helping foster innovation for everyone. Gemma-3-4b-it is a 4 billion parameter model.
+  overrides:
+    parameters:
+      model: gemma-3-4b-it-Q4_K_M.gguf
+  files:
+    - filename: gemma-3-4b-it-Q4_K_M.gguf
+      sha256: 882e8d2db44dc554fb0ea5077cb7e4bc49e7342a1f0da57901c0802ea21a0863
+      uri: huggingface://ggml-org/gemma-3-4b-it-GGUF/gemma-3-4b-it-Q4_K_M.gguf
 - &phi4
   url: "github:mudler/LocalAI/gallery/phi-4-chat.yaml@master"
   name: "phi-4"

From 12568c7d6dd0a41a2d5011d43e1fcd56aebbea38 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 13 Mar 2025 09:48:40 +0100
Subject: [PATCH 335/679] chore(model gallery): add gemma-3-1b-it (#5009)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 0f666848..cbe9e396 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -52,6 +52,20 @@
     - filename: gemma-3-4b-it-Q4_K_M.gguf
       sha256: 882e8d2db44dc554fb0ea5077cb7e4bc49e7342a1f0da57901c0802ea21a0863
       uri: huggingface://ggml-org/gemma-3-4b-it-GGUF/gemma-3-4b-it-Q4_K_M.gguf
+- !!merge <<: *gemma3
+  name: "gemma-3-1b-it"
+  urls:
+    - https://ai.google.dev/gemma/docs/core
+    - https://huggingface.co/ggml-org/gemma-3-1b-it-GGUF
+  description: |
+    google/gemma-3-1b-it is a large language model with 1 billion parameters. It is part of the Gemma family of open, state-of-the-art models from Google, built from the same research and technology used to create the Gemini models. Gemma 3 models are multimodal, handling text and image input and generating text output, with open weights for both pre-trained variants and instruction-tuned variants. These models have multilingual support in over 140 languages, and are available in more sizes than previous versions. They are well-suited for a variety of text generation and image understanding tasks, including question answering, summarization, and reasoning. Their relatively small size makes it possible to deploy them in environments with limited resources such as laptops, desktops or your own cloud infrastructure, democratizing access to state of the art AI models and helping foster innovation for everyone.
+  overrides:
+    parameters:
+      model: gemma-3-1b-it-Q4_K_M.gguf
+  files:
+    - filename: gemma-3-1b-it-Q4_K_M.gguf
+      sha256: 8ccc5cd1f1b3602548715ae25a66ed73fd5dc68a210412eea643eb20eb75a135
+      uri: huggingface://ggml-org/gemma-3-1b-it-GGUF/gemma-3-1b-it-Q4_K_M.gguf
 - &phi4
   url: "github:mudler/LocalAI/gallery/phi-4-chat.yaml@master"
   name: "phi-4"

From 423514a5a5174f2afdd9b14158c0eff3cf531154 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 13 Mar 2025 15:14:11 +0100
Subject: [PATCH 336/679] fix(clip): do not imply GPU offload by default
 (#5010)

* fix(clip): do not imply GPUs by default

Until a better solution is found upstream, be conservative and default
to GPU.

https://github.com/ggml-org/llama.cpp/pull/12322
https://github.com/ggml-org/llama.cpp/pull/12322#issuecomment-2720970695

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* allow to override gpu via backend options

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 backend/cpp/llama/grpc-server.cpp | 24 +++++++++++++++++++++---
 1 file changed, 21 insertions(+), 3 deletions(-)

diff --git a/backend/cpp/llama/grpc-server.cpp b/backend/cpp/llama/grpc-server.cpp
index 0d17141f..883fbf8f 100644
--- a/backend/cpp/llama/grpc-server.cpp
+++ b/backend/cpp/llama/grpc-server.cpp
@@ -467,6 +467,7 @@ struct llama_server_context
     bool all_slots_are_idle = false;
     bool add_bos_token      = true;
     bool has_eos_token      = true;
+    bool has_gpu = false;
 
     bool grammar_lazy = false;
     std::vector<common_grammar_trigger> grammar_triggers;
@@ -511,7 +512,10 @@ struct llama_server_context
         if (!params.mmproj.empty()) {
             multimodal = true;
             LOG_INFO("Multi Modal Mode Enabled", {});
-            clp_ctx = clip_model_load(params.mmproj.c_str(), /*verbosity=*/ 1);
+            clp_ctx = clip_init(params.mmproj.c_str(), clip_context_params {
+                /* use_gpu */ has_gpu,
+                /*verbosity=*/ 1,
+            });
             if(clp_ctx == nullptr) {
                 LOG_ERR("unable to load clip model: %s", params.mmproj.c_str());
                 return false;
@@ -2314,7 +2318,7 @@ static std::string get_all_kv_cache_types() {
 }
 
 static void params_parse(const backend::ModelOptions* request,
-                                common_params & params) {
+                                common_params & params, llama_server_context &llama) {
    
     // this is comparable to: https://github.com/ggerganov/llama.cpp/blob/d9b33fe95bd257b36c84ee5769cc048230067d6f/examples/server/server.cpp#L1809
 
@@ -2352,6 +2356,20 @@ static void params_parse(const backend::ModelOptions* request,
         add_rpc_devices(std::string(llama_grpc_servers));
     }
     
+     // decode options. Options are in form optname:optvale, or if booleans only optname.
+    for (int i = 0; i < request->options_size(); i++) {
+        std::string opt = request->options(i);
+        char *optname = strtok(&opt[0], ":");
+        char *optval = strtok(NULL, ":");
+        if (optval == NULL) {
+            optval = "true";
+        }
+
+        if (!strcmp(optname, "gpu")) {
+            llama.has_gpu = true;
+        }
+    }
+
     // TODO: Add yarn
 
     if (!request->tensorsplit().empty()) {
@@ -2445,7 +2463,7 @@ public:
   grpc::Status LoadModel(ServerContext* context, const backend::ModelOptions* request, backend::Result* result) {
     // Implement LoadModel RPC
     common_params params;
-    params_parse(request, params);
+    params_parse(request, params, llama);
 
     llama_backend_init();
     llama_numa_init(params.numa);

From 7d96cfe72b216eb6b5530073ce5550caf0e9e823 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Thu, 13 Mar 2025 23:30:17 +0100
Subject: [PATCH 337/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `84d547554123a62e9ac77107cb20e4f6cc503af4` (#5011)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 23a612b4..0955362a 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=f08f4b3187b691bb08a8884ed39ebaa94e956707
+CPPLLAMA_VERSION?=84d547554123a62e9ac77107cb20e4f6cc503af4
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 69578a5f8f21ebaae91ce37aafdfc8af4f005f6c Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 14 Mar 2025 09:11:13 +0100
Subject: [PATCH 338/679] chore(model gallery): add
 models/qgallouedec_gemma-3-27b-it-codeforces-sft (#5013)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index cbe9e396..d6c91760 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -66,6 +66,20 @@
     - filename: gemma-3-1b-it-Q4_K_M.gguf
       sha256: 8ccc5cd1f1b3602548715ae25a66ed73fd5dc68a210412eea643eb20eb75a135
       uri: huggingface://ggml-org/gemma-3-1b-it-GGUF/gemma-3-1b-it-Q4_K_M.gguf
+- !!merge <<: *gemma3
+  name: "qgallouedec_gemma-3-27b-it-codeforces-sft"
+  urls:
+    - https://huggingface.co/qgallouedec/gemma-3-27b-it-codeforces-SFT
+    - https://huggingface.co/bartowski/qgallouedec_gemma-3-27b-it-codeforces-SFT-GGUF
+  description: |
+    This model is a fine-tuned version of google/gemma-3-27b-it on the open-r1/codeforces-cots dataset. It has been trained using TRL.
+  overrides:
+    parameters:
+      model: qgallouedec_gemma-3-27b-it-codeforces-SFT-Q4_K_M.gguf
+  files:
+    - filename: qgallouedec_gemma-3-27b-it-codeforces-SFT-Q4_K_M.gguf
+      sha256: 84307cc73098017108f8b9157b614cea655f2054c34218422b1d246e214df5af
+      uri: huggingface://bartowski/qgallouedec_gemma-3-27b-it-codeforces-SFT-GGUF/qgallouedec_gemma-3-27b-it-codeforces-SFT-Q4_K_M.gguf
 - &phi4
   url: "github:mudler/LocalAI/gallery/phi-4-chat.yaml@master"
   name: "phi-4"

From 1b694191e24aa058729cb19566283715b1707ba7 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 14 Mar 2025 09:13:27 +0100
Subject: [PATCH 339/679] chore(model gallery): add
 nousresearch_deephermes-3-mistral-24b-preview (#5014)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 24 ++++++++++++++++++++++++
 1 file changed, 24 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index d6c91760..b7e7fa3e 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -8349,6 +8349,30 @@
     - filename: PocketDoc_Dans-PersonalityEngine-V1.2.0-24b-Q4_K_M.gguf
       sha256: 6358033ea52dbde158dbcdb44bd68b2b8959cc77514c86a9ccc64ba1a452f287
       uri: huggingface://bartowski/PocketDoc_Dans-PersonalityEngine-V1.2.0-24b-GGUF/PocketDoc_Dans-PersonalityEngine-V1.2.0-24b-Q4_K_M.gguf
+- !!merge <<: *mistral03
+  name: "nousresearch_deephermes-3-mistral-24b-preview"
+  url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/6317aade83d8d2fd903192d9/nZFJYtN7DvuyP7JQdfAMO.jpeg
+  urls:
+    - https://huggingface.co/NousResearch/DeepHermes-3-Mistral-24B-Preview
+    - https://huggingface.co/bartowski/NousResearch_DeepHermes-3-Mistral-24B-Preview-GGUF
+  description: |
+    DeepHermes 3 Preview is the latest version of our flagship Hermes series of LLMs by Nous Research, and one of the first models in the world to unify Reasoning (long chains of thought that improve answer accuracy) and normal LLM response modes into one model. We have also improved LLM annotation, judgement, and function calling.
+
+    DeepHermes 3 Preview is a hybrid reasoning model, and one of the first LLM models to unify both "intuitive", traditional mode responses and long chain of thought reasoning responses into a single model, toggled by a system prompt.
+
+    Hermes 3, the predecessor of DeepHermes 3, is a generalist language model with many improvements over Hermes 2, including advanced agentic capabilities, much better roleplaying, reasoning, multi-turn conversation, long context coherence, and improvements across the board.
+
+    The ethos of the Hermes series of models is focused on aligning LLMs to the user, with powerful steering capabilities and control given to the end user.
+
+    This is a preview Hermes with early reasoning capabilities, distilled from R1 across a variety of tasks that benefit from reasoning and objectivity. Some quirks may be discovered! Please let us know any interesting findings or issues you discover!
+  overrides:
+    parameters:
+      model: NousResearch_DeepHermes-3-Mistral-24B-Preview-Q4_K_M.gguf
+  files:
+    - filename: NousResearch_DeepHermes-3-Mistral-24B-Preview-Q4_K_M.gguf
+      sha256: f364c56c685301b6a05275367b8b739d533892ae6eeda94e5a689c43c04edbf8
+      uri: huggingface://bartowski/NousResearch_DeepHermes-3-Mistral-24B-Preview-GGUF/NousResearch_DeepHermes-3-Mistral-24B-Preview-Q4_K_M.gguf
 - &mudler
   url: "github:mudler/LocalAI/gallery/mudler.yaml@master" ### START mudler's LocalAI specific-models
   name: "LocalAI-llama3-8b-function-call-v0.2"

From 2772960e41d76f1fd7a3bd3776bcbe9535a18f6b Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 14 Mar 2025 09:16:17 +0100
Subject: [PATCH 340/679] chore(model gallery): add
 nousresearch_deephermes-3-llama-3-3b-preview (#5015)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 23 +++++++++++++++++++++++
 1 file changed, 23 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index b7e7fa3e..5f4a0897 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -1950,6 +1950,29 @@
     - filename: goppa-ai_Goppa-LogiLlama-Q4_K_M.gguf
       sha256: 0e06ae23d06139f746c65c9a0a81d552b11b2d8d9512a5979def8ae2cb52dc64
       uri: huggingface://bartowski/goppa-ai_Goppa-LogiLlama-GGUF/goppa-ai_Goppa-LogiLlama-Q4_K_M.gguf
+- !!merge <<: *llama32
+  name: "nousresearch_deephermes-3-llama-3-3b-preview"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/6317aade83d8d2fd903192d9/qwiH8967CH59ZxiX_a-rP.jpeg
+  urls:
+    - https://huggingface.co/NousResearch/DeepHermes-3-Llama-3-3B-Preview
+    - https://huggingface.co/bartowski/NousResearch_DeepHermes-3-Llama-3-3B-Preview-GGUF
+  description: |
+    DeepHermes 3 Preview is the latest version of our flagship Hermes series of LLMs by Nous Research, and one of the first models in the world to unify Reasoning (long chains of thought that improve answer accuracy) and normal LLM response modes into one model. We have also improved LLM annotation, judgement, and function calling.
+
+    DeepHermes 3 Preview is a hybrid reasoning model, and one of the first LLM models to unify both "intuitive", traditional mode responses and long chain of thought reasoning responses into a single model, toggled by a system prompt.
+
+    Hermes 3, the predecessor of DeepHermes 3, is a generalist language model with many improvements over Hermes 2, including advanced agentic capabilities, much better roleplaying, reasoning, multi-turn conversation, long context coherence, and improvements across the board.
+
+    The ethos of the Hermes series of models is focused on aligning LLMs to the user, with powerful steering capabilities and control given to the end user.
+
+    This is a preview Hermes with early reasoning capabilities, distilled from R1 across a variety of tasks that benefit from reasoning and objectivity. Some quirks may be discovered! Please let us know any interesting findings or issues you discover!
+  overrides:
+    parameters:
+      model: NousResearch_DeepHermes-3-Llama-3-3B-Preview-Q4_K_M.gguf
+  files:
+    - filename: NousResearch_DeepHermes-3-Llama-3-3B-Preview-Q4_K_M.gguf
+      sha256: 73d9a588383946dcac545a097c47d634558afd79ea43aac3a4563c311d89f195
+      uri: huggingface://bartowski/NousResearch_DeepHermes-3-Llama-3-3B-Preview-GGUF/NousResearch_DeepHermes-3-Llama-3-3B-Preview-Q4_K_M.gguf
 - &qwen25
   name: "qwen2.5-14b-instruct" ## Qwen2.5
   icon: https://avatars.githubusercontent.com/u/141221163

From ecbeacd022eff2b9144f9d731a46b4e2aff4174f Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 14 Mar 2025 09:20:27 +0100
Subject: [PATCH 341/679] chore(model gallery): add
 prithivmlmods_viper-coder-32b-elite13 (#5016)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 5f4a0897..7b3e6fab 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -4674,6 +4674,21 @@
     - filename: trashpanda-org_QwQ-32B-Snowdrop-v0-Q4_K_M.gguf
       sha256: 584d2f14f2f08ce499665c332bef30245b605ed2278e9075766237835f564c5f
       uri: huggingface://bartowski/trashpanda-org_QwQ-32B-Snowdrop-v0-GGUF/trashpanda-org_QwQ-32B-Snowdrop-v0-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "prithivmlmods_viper-coder-32b-elite13"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/n5x-NuenasIjm3HljPUYY.png
+  urls:
+    - https://huggingface.co/prithivMLmods/Viper-Coder-32B-Elite13
+    - https://huggingface.co/bartowski/prithivMLmods_Viper-Coder-32B-Elite13-GGUF
+  description: |
+    Viper-Coder-32B-Elite13 is based on the qwq-32B modality architecture, designed to be the best for coding and reasoning tasks. It has been fine-tuned on a synthetic dataset leveraging the latest coding logits and CoT datasets, further optimizing its chain-of-thought (CoT) reasoning and logical problem-solving abilities. The model demonstrates significant improvements in context understanding, structured data processing, and long-context comprehension, making it ideal for complex coding tasks, instruction-following, and technical text generation.
+  overrides:
+    parameters:
+      model: prithivMLmods_Viper-Coder-32B-Elite13-Q4_K_M.gguf
+  files:
+    - filename: prithivMLmods_Viper-Coder-32B-Elite13-Q4_K_M.gguf
+      sha256: 57a41ed2fc0d62847cf85ff20cc71be9c5978d22a56e39f2390c6563e5b0c931
+      uri: huggingface://bartowski/prithivMLmods_Viper-Coder-32B-Elite13-GGUF/prithivMLmods_Viper-Coder-32B-Elite13-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From 0567e104eb425d116f4920eae1123c0cf8be98ca Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 14 Mar 2025 09:25:44 +0100
Subject: [PATCH 342/679] chore(model gallery): add eurollm-9b-instruct (#5017)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 24 ++++++++++++++++++++++++
 1 file changed, 24 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 7b3e6fab..4f44f512 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -80,6 +80,30 @@
     - filename: qgallouedec_gemma-3-27b-it-codeforces-SFT-Q4_K_M.gguf
       sha256: 84307cc73098017108f8b9157b614cea655f2054c34218422b1d246e214df5af
       uri: huggingface://bartowski/qgallouedec_gemma-3-27b-it-codeforces-SFT-GGUF/qgallouedec_gemma-3-27b-it-codeforces-SFT-Q4_K_M.gguf
+- &eurollm
+  name: "eurollm-9b-instruct"
+  icon: https://openeurollm.eu/_next/static/media/logo-dark.e7001867.svg
+  url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
+  license: apache-2.0
+  tags:
+    - llm
+    - gguf
+    - eurollm
+    - cpu
+    - gpu
+    - text-generation
+  urls:
+    - https://huggingface.co/utter-project/EuroLLM-9B-Instruct
+    - https://huggingface.co/bartowski/EuroLLM-9B-Instruct-GGUF
+  description: |
+    The EuroLLM project has the goal of creating a suite of LLMs capable of understanding and generating text in all European Union languages as well as some additional relevant languages. EuroLLM-9B is a 9B parameter model trained on 4 trillion tokens divided across the considered languages and several data sources: Web data, parallel data (en-xx and xx-en), and high-quality datasets. EuroLLM-9B-Instruct was further instruction tuned on EuroBlocks, an instruction tuning dataset with focus on general instruction-following and machine translation.
+  overrides:
+    parameters:
+      model: EuroLLM-9B-Instruct-Q4_K_M.gguf
+  files:
+    - filename: EuroLLM-9B-Instruct-Q4_K_M.gguf
+      sha256: 785a3b2883532381704ef74f866f822f179a931801d1ed1cf12e6deeb838806b
+      uri: huggingface://bartowski/EuroLLM-9B-Instruct-GGUF/EuroLLM-9B-Instruct-Q4_K_M.gguf
 - &phi4
   url: "github:mudler/LocalAI/gallery/phi-4-chat.yaml@master"
   name: "phi-4"

From 529a4b9ee8f6c870273acd98cdbacf2b854fb048 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Fri, 14 Mar 2025 22:45:54 +0100
Subject: [PATCH 343/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `9f2250ba722738ec0e6ab684636268a79160c854` (#5019)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 0955362a..b89aafbb 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=84d547554123a62e9ac77107cb20e4f6cc503af4
+CPPLLAMA_VERSION?=9f2250ba722738ec0e6ab684636268a79160c854
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 90a7451da4ad90ffef42982279d1bed80fc08a93 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 15 Mar 2025 14:43:51 +0100
Subject: [PATCH 344/679] chore(model gallery): add allura-org_bigger-body-70b
 (#5021)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 4f44f512..d4b637af 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -940,6 +940,20 @@
     - filename: Steelskull_L3.3-Electra-R1-70b-Q4_K_M.gguf
       sha256: 1f39e1d398ef659ad7074c827dc6993c2007813a303ee72c189e88c4c76f70db
       uri: huggingface://bartowski/Steelskull_L3.3-Electra-R1-70b-GGUF/Steelskull_L3.3-Electra-R1-70b-Q4_K_M.gguf
+- !!merge <<: *llama33
+  name: "allura-org_bigger-body-70b"
+  urls:
+    - https://huggingface.co/allura-org/Bigger-Body-70b
+    - https://huggingface.co/bartowski/allura-org_Bigger-Body-70b-GGUF
+  description: |
+    This model's primary directive [GLITCH]_ROLEPLAY-ENHANCEMENT[/CORRUPTED] was engineered for adaptive persona emulation across age demographics, though recent iterations show concerning remarkable bleed-through from corrupted memory sectors. While optimized for Playtime Playground™ narrative scaffolding, researchers should note its... enthusiastic adoption of assigned roles. Containment protocols advised during character initialization sequences.
+  overrides:
+    parameters:
+      model: allura-org_Bigger-Body-70b-Q4_K_M.gguf
+  files:
+    - filename: allura-org_Bigger-Body-70b-Q4_K_M.gguf
+      sha256: a63d1dbc018fd8023d517372cbb4ebcbba602eff64fffe476054430aa42823be
+      uri: huggingface://bartowski/allura-org_Bigger-Body-70b-GGUF/allura-org_Bigger-Body-70b-Q4_K_M.gguf
 - &rwkv
   url: "github:mudler/LocalAI/gallery/rwkv.yaml@master"
   name: "rwkv-6-world-7b"

From 3096ff33e9565ff991182800a67ee1c0599b2ff8 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Sat, 15 Mar 2025 22:43:48 +0100
Subject: [PATCH 345/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `f4c3dd5daa3a79f713813cf1aabdc5886071061d` (#5022)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index b89aafbb..26cc07f3 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=9f2250ba722738ec0e6ab684636268a79160c854
+CPPLLAMA_VERSION?=f4c3dd5daa3a79f713813cf1aabdc5886071061d
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 766c76ae8e3e172f3e8c564e1c03c51c20b5afd2 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 16 Mar 2025 09:29:48 +0100
Subject: [PATCH 346/679] chore(model gallery): add
 pocketdoc_dans-sakurakaze-v1.0.0-12b (#5023)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index d4b637af..bc33468e 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -8449,6 +8449,21 @@
     - filename: NousResearch_DeepHermes-3-Mistral-24B-Preview-Q4_K_M.gguf
       sha256: f364c56c685301b6a05275367b8b739d533892ae6eeda94e5a689c43c04edbf8
       uri: huggingface://bartowski/NousResearch_DeepHermes-3-Mistral-24B-Preview-GGUF/NousResearch_DeepHermes-3-Mistral-24B-Preview-Q4_K_M.gguf
+- !!merge <<: *mistral03
+  name: "pocketdoc_dans-sakurakaze-v1.0.0-12b"
+  url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
+  urls:
+    - https://huggingface.co/PocketDoc/Dans-SakuraKaze-V1.0.0-12b
+    - https://huggingface.co/bartowski/PocketDoc_Dans-SakuraKaze-V1.0.0-12b-GGUF
+  description: |
+    A model based on Dans-PersonalityEngine-V1.1.0-12b with a focus on character RP, visual novel style group chats, old school text adventures, and co-writing.
+  overrides:
+    parameters:
+      model: PocketDoc_Dans-SakuraKaze-V1.0.0-12b-Q4_K_M.gguf
+  files:
+    - filename: PocketDoc_Dans-SakuraKaze-V1.0.0-12b-Q4_K_M.gguf
+      sha256: 9dde1b749af27cddc68de07875a067050e9f77199466c89eecc93842adf69ed9
+      uri: huggingface://bartowski/PocketDoc_Dans-SakuraKaze-V1.0.0-12b-GGUF/PocketDoc_Dans-SakuraKaze-V1.0.0-12b-Q4_K_M.gguf
 - &mudler
   url: "github:mudler/LocalAI/gallery/mudler.yaml@master" ### START mudler's LocalAI specific-models
   name: "LocalAI-llama3-8b-function-call-v0.2"

From ffedddd76d2b7cb57d310285366ea279a6ed98b5 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 16 Mar 2025 09:33:19 +0100
Subject: [PATCH 347/679] chore(model gallery): add
 beaverai_mn-2407-dsk-qwqify-v0.1-12b (#5024)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 19 +++++++++++++++++++
 1 file changed, 19 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index bc33468e..1d2290c1 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -8464,6 +8464,25 @@
     - filename: PocketDoc_Dans-SakuraKaze-V1.0.0-12b-Q4_K_M.gguf
       sha256: 9dde1b749af27cddc68de07875a067050e9f77199466c89eecc93842adf69ed9
       uri: huggingface://bartowski/PocketDoc_Dans-SakuraKaze-V1.0.0-12b-GGUF/PocketDoc_Dans-SakuraKaze-V1.0.0-12b-Q4_K_M.gguf
+- !!merge <<: *mistral03
+  url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
+  name: "beaverai_mn-2407-dsk-qwqify-v0.1-12b"
+  urls:
+    - https://huggingface.co/BeaverAI/MN-2407-DSK-QwQify-v0.1-12B
+    - https://huggingface.co/bartowski/BeaverAI_MN-2407-DSK-QwQify-v0.1-12B-GGUF
+  description: |
+    Test model to try to give an existing model QwQ's thoughts. For this first version it is ontop of PocketDoc/Dans-SakuraKaze-V1.0.0-12b (an rp/adventure/co-writing model), which was trained ontop of PocketDoc/Dans-PersonalityEngine-V1.1.0-12b (a jack of all trades instruct model), which was trained ontop of mistralai/Mistral-Nemo-Base-2407.
+
+    The prompt formatting and usage should be the same as with QwQ; Use ChatML, and remove the thinking from previous turns. If thoughts arent being generated automatically, add <think>\n to the start of the assistant turn.
+
+    It should follow previous model turns formatting. On first turns of the conversation you may need to regen a few times, and maybe edit the model responses for the first few turns to get it to your liking.
+  overrides:
+    parameters:
+      model: BeaverAI_MN-2407-DSK-QwQify-v0.1-12B-Q4_K_M.gguf
+  files:
+    - filename: BeaverAI_MN-2407-DSK-QwQify-v0.1-12B-Q4_K_M.gguf
+      sha256: 689c4c75f0382421e1e691d826fe64363232f4c93453d516456d3e38189d38ea
+      uri: huggingface://bartowski/BeaverAI_MN-2407-DSK-QwQify-v0.1-12B-GGUF/BeaverAI_MN-2407-DSK-QwQify-v0.1-12B-Q4_K_M.gguf
 - &mudler
   url: "github:mudler/LocalAI/gallery/mudler.yaml@master" ### START mudler's LocalAI specific-models
   name: "LocalAI-llama3-8b-function-call-v0.2"

From ca7dda61c6523b93c8d0f631d05890990715dced Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Sun, 16 Mar 2025 22:42:17 +0100
Subject: [PATCH 348/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `8ba95dca2065c0073698afdfcda4c8a8f08bf0d9` (#5026)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 26cc07f3..7426cb12 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=f4c3dd5daa3a79f713813cf1aabdc5886071061d
+CPPLLAMA_VERSION?=8ba95dca2065c0073698afdfcda4c8a8f08bf0d9
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From a49a588bfa312e6149ed333c3bce16b596e64616 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 17 Mar 2025 11:50:34 +0100
Subject: [PATCH 349/679] chore(model gallery): add
 readyart_forgotten-safeword-70b-3.6 (#5027)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 1d2290c1..0a75b264 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -954,6 +954,20 @@
     - filename: allura-org_Bigger-Body-70b-Q4_K_M.gguf
       sha256: a63d1dbc018fd8023d517372cbb4ebcbba602eff64fffe476054430aa42823be
       uri: huggingface://bartowski/allura-org_Bigger-Body-70b-GGUF/allura-org_Bigger-Body-70b-Q4_K_M.gguf
+- !!merge <<: *llama33
+  name: "readyart_forgotten-safeword-70b-3.6"
+  urls:
+    - https://huggingface.co/ReadyArt/Forgotten-Safeword-70B-3.6
+    - https://huggingface.co/bartowski/ReadyArt_Forgotten-Safeword-70B-3.6-GGUF
+  description: |
+    Forgotten-Safeword-70B-V3.6 is the event horizon of depravity. Combines Mistral's architecture with a dataset that makes the Voynich Manuscript look like a children's pop-up book. Features quantum-entangled depravity - every output rewrites your concept of shame!
+  overrides:
+    parameters:
+      model: ReadyArt_Forgotten-Safeword-70B-3.6-Q4_K_M.gguf
+  files:
+    - filename: ReadyArt_Forgotten-Safeword-70B-3.6-Q4_K_M.gguf
+      sha256: bd3a082638212064899db1afe29bf4c54104216e662ac6cc76722a21bf91967e
+      uri: huggingface://bartowski/ReadyArt_Forgotten-Safeword-70B-3.6-GGUF/ReadyArt_Forgotten-Safeword-70B-3.6-Q4_K_M.gguf
 - &rwkv
   url: "github:mudler/LocalAI/gallery/rwkv.yaml@master"
   name: "rwkv-6-world-7b"

From fa1d058ee29f0138be9b2b47e611d5b5d2baf228 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 17 Mar 2025 12:11:46 +0100
Subject: [PATCH 350/679] chore(model gallery): add mproj files for gemma3
 models (#5028)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 12 ++++++++++++
 1 file changed, 12 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 0a75b264..9236e262 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -18,12 +18,16 @@
     - gemma3
     - gemma-3
   overrides:
+    mmproj: gemma-3-27b-it-mmproj-f16.gguf
     parameters:
       model: gemma-3-27b-it-Q4_K_M.gguf
   files:
     - filename: gemma-3-27b-it-Q4_K_M.gguf
       sha256: edc9aff4d811a285b9157618130b08688b0768d94ee5355b02dc0cb713012e15
       uri: huggingface://ggml-org/gemma-3-27b-it-GGUF/gemma-3-27b-it-Q4_K_M.gguf
+    - filename: gemma-3-27b-it-mmproj-f16.gguf
+      sha256: 54cb61c842fe49ac3c89bc1a614a2778163eb49f3dec2b90ff688b4c0392cb48
+      uri: huggingface://lmstudio-community/gemma-3-27b-it-GGUF/mmproj-model-f16.gguf
 - !!merge <<: *gemma3
   name: "gemma-3-12b-it"
   urls:
@@ -32,12 +36,16 @@
   description: |
     google/gemma-3-12b-it is an open-source, state-of-the-art, lightweight, multimodal model built from the same research and technology used to create the Gemini models. It is capable of handling text and image input and generating text output. It has a large context window of 128K tokens and supports over 140 languages. The 12B variant has been fine-tuned using the instruction-tuning approach. Gemma 3 models are suitable for a variety of text generation and image understanding tasks, including question answering, summarization, and reasoning. Their relatively small size makes them deployable in environments with limited resources such as laptops, desktops, or your own cloud infrastructure.
   overrides:
+    mmproj: gemma-3-12b-it-mmproj-f16.gguf
     parameters:
       model: gemma-3-12b-it-Q4_K_M.gguf
   files:
     - filename: gemma-3-12b-it-Q4_K_M.gguf
       sha256: 7bb69bff3f48a7b642355d64a90e481182a7794707b3133890646b1efa778ff5
       uri: huggingface://ggml-org/gemma-3-12b-it-GGUF/gemma-3-12b-it-Q4_K_M.gguf
+    - filename: gemma-3-12b-it-mmproj-f16.gguf
+      sha256: 30c02d056410848227001830866e0a269fcc28aaf8ca971bded494003de9f5a5
+      uri: huggingface://lmstudio-community/gemma-3-12b-it-GGUF/mmproj-model-f16.gguf
 - !!merge <<: *gemma3
   name: "gemma-3-4b-it"
   urls:
@@ -46,12 +54,16 @@
   description: |
     Gemma is a family of lightweight, state-of-the-art open models from Google, built from the same research and technology used to create the Gemini models. Gemma 3 models are multimodal, handling text and image input and generating text output, with open weights for both pre-trained variants and instruction-tuned variants. Gemma 3 has a large, 128K context window, multilingual support in over 140 languages, and is available in more sizes than previous versions. Gemma 3 models are well-suited for a variety of text generation and image understanding tasks, including question answering, summarization, and reasoning. Their relatively small size makes it possible to deploy them in environments with limited resources such as laptops, desktops or your own cloud infrastructure, democratizing access to state of the art AI models and helping foster innovation for everyone. Gemma-3-4b-it is a 4 billion parameter model.
   overrides:
+    mmproj: gemma-3-4b-it-mmproj-f16.gguf
     parameters:
       model: gemma-3-4b-it-Q4_K_M.gguf
   files:
     - filename: gemma-3-4b-it-Q4_K_M.gguf
       sha256: 882e8d2db44dc554fb0ea5077cb7e4bc49e7342a1f0da57901c0802ea21a0863
       uri: huggingface://ggml-org/gemma-3-4b-it-GGUF/gemma-3-4b-it-Q4_K_M.gguf
+    - filename: gemma-3-4b-it-mmproj-f16.gguf
+      sha256: 8c0fb064b019a6972856aaae2c7e4792858af3ca4561be2dbf649123ba6c40cb
+      uri: huggingface://lmstudio-community/gemma-3-4b-it-GGUF/mmproj-model-f16.gguf
 - !!merge <<: *gemma3
   name: "gemma-3-1b-it"
   urls:

From 2b98e4ec566699a997a854749cfa6e43e9f14fcf Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@localai.io>
Date: Mon, 17 Mar 2025 12:22:35 +0100
Subject: [PATCH 351/679] chore(model gallery): update gemma3 URLs

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 9236e262..b05eb81e 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -23,8 +23,8 @@
       model: gemma-3-27b-it-Q4_K_M.gguf
   files:
     - filename: gemma-3-27b-it-Q4_K_M.gguf
-      sha256: edc9aff4d811a285b9157618130b08688b0768d94ee5355b02dc0cb713012e15
-      uri: huggingface://ggml-org/gemma-3-27b-it-GGUF/gemma-3-27b-it-Q4_K_M.gguf
+      sha256: 6a2cf008500636489eecfc09b96a85bc85832f9964f1a28745128901b5709326
+      uri: huggingface://lmstudio-community/gemma-3-27b-it-GGUF/gemma-3-27b-it-Q4_K_M.gguf
     - filename: gemma-3-27b-it-mmproj-f16.gguf
       sha256: 54cb61c842fe49ac3c89bc1a614a2778163eb49f3dec2b90ff688b4c0392cb48
       uri: huggingface://lmstudio-community/gemma-3-27b-it-GGUF/mmproj-model-f16.gguf
@@ -41,8 +41,8 @@
       model: gemma-3-12b-it-Q4_K_M.gguf
   files:
     - filename: gemma-3-12b-it-Q4_K_M.gguf
-      sha256: 7bb69bff3f48a7b642355d64a90e481182a7794707b3133890646b1efa778ff5
-      uri: huggingface://ggml-org/gemma-3-12b-it-GGUF/gemma-3-12b-it-Q4_K_M.gguf
+      sha256: 9610e3e07375303f6cd89086b496bcc1ab581177f52042eff536475a29283ba2
+      uri: huggingface://lmstudio-community/gemma-3-12b-it-GGUF/gemma-3-12b-it-Q4_K_M.gguf
     - filename: gemma-3-12b-it-mmproj-f16.gguf
       sha256: 30c02d056410848227001830866e0a269fcc28aaf8ca971bded494003de9f5a5
       uri: huggingface://lmstudio-community/gemma-3-12b-it-GGUF/mmproj-model-f16.gguf
@@ -59,8 +59,8 @@
       model: gemma-3-4b-it-Q4_K_M.gguf
   files:
     - filename: gemma-3-4b-it-Q4_K_M.gguf
-      sha256: 882e8d2db44dc554fb0ea5077cb7e4bc49e7342a1f0da57901c0802ea21a0863
-      uri: huggingface://ggml-org/gemma-3-4b-it-GGUF/gemma-3-4b-it-Q4_K_M.gguf
+      sha256: be49949e48422e4547b00af14179a193d3777eea7fbbd7d6e1b0861304628a01
+      uri: huggingface://lmstudio-community/gemma-3-4b-it-GGUF/gemma-3-4b-it-Q4_K_M.gguf
     - filename: gemma-3-4b-it-mmproj-f16.gguf
       sha256: 8c0fb064b019a6972856aaae2c7e4792858af3ca4561be2dbf649123ba6c40cb
       uri: huggingface://lmstudio-community/gemma-3-4b-it-GGUF/mmproj-model-f16.gguf

From 4967fa59287ff23a1e3b78a543f9cbcc7cdf5ea9 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@localai.io>
Date: Mon, 17 Mar 2025 12:34:21 +0100
Subject: [PATCH 352/679] chore(model gallery): disable gemma3 mmproj

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index b05eb81e..dadf95bf 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -18,7 +18,7 @@
     - gemma3
     - gemma-3
   overrides:
-    mmproj: gemma-3-27b-it-mmproj-f16.gguf
+    #mmproj: gemma-3-27b-it-mmproj-f16.gguf
     parameters:
       model: gemma-3-27b-it-Q4_K_M.gguf
   files:
@@ -36,7 +36,7 @@
   description: |
     google/gemma-3-12b-it is an open-source, state-of-the-art, lightweight, multimodal model built from the same research and technology used to create the Gemini models. It is capable of handling text and image input and generating text output. It has a large context window of 128K tokens and supports over 140 languages. The 12B variant has been fine-tuned using the instruction-tuning approach. Gemma 3 models are suitable for a variety of text generation and image understanding tasks, including question answering, summarization, and reasoning. Their relatively small size makes them deployable in environments with limited resources such as laptops, desktops, or your own cloud infrastructure.
   overrides:
-    mmproj: gemma-3-12b-it-mmproj-f16.gguf
+    #mmproj: gemma-3-12b-it-mmproj-f16.gguf
     parameters:
       model: gemma-3-12b-it-Q4_K_M.gguf
   files:
@@ -54,7 +54,7 @@
   description: |
     Gemma is a family of lightweight, state-of-the-art open models from Google, built from the same research and technology used to create the Gemini models. Gemma 3 models are multimodal, handling text and image input and generating text output, with open weights for both pre-trained variants and instruction-tuned variants. Gemma 3 has a large, 128K context window, multilingual support in over 140 languages, and is available in more sizes than previous versions. Gemma 3 models are well-suited for a variety of text generation and image understanding tasks, including question answering, summarization, and reasoning. Their relatively small size makes it possible to deploy them in environments with limited resources such as laptops, desktops or your own cloud infrastructure, democratizing access to state of the art AI models and helping foster innovation for everyone. Gemma-3-4b-it is a 4 billion parameter model.
   overrides:
-    mmproj: gemma-3-4b-it-mmproj-f16.gguf
+    #mmproj: gemma-3-4b-it-mmproj-f16.gguf
     parameters:
       model: gemma-3-4b-it-Q4_K_M.gguf
   files:

From cc76def3423160d3f6fa9a641a393b481671fd88 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Mon, 17 Mar 2025 22:43:15 +0100
Subject: [PATCH 353/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `b1b132efcba216c873715c483809730bb253f4a1` (#5029)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 7426cb12..362484ad 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=8ba95dca2065c0073698afdfcda4c8a8f08bf0d9
+CPPLLAMA_VERSION?=b1b132efcba216c873715c483809730bb253f4a1
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 67623639e4da8cace33a827a3a39dcb1ebff7f0c Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 18 Mar 2025 09:30:25 +0100
Subject: [PATCH 354/679] chore(model gallery): add
 mlabonne_gemma-3-27b-it-abliterated (#5031)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index dadf95bf..eb3a7f97 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -92,6 +92,21 @@
     - filename: qgallouedec_gemma-3-27b-it-codeforces-SFT-Q4_K_M.gguf
       sha256: 84307cc73098017108f8b9157b614cea655f2054c34218422b1d246e214df5af
       uri: huggingface://bartowski/qgallouedec_gemma-3-27b-it-codeforces-SFT-GGUF/qgallouedec_gemma-3-27b-it-codeforces-SFT-Q4_K_M.gguf
+- !!merge <<: *gemma3
+  name: "mlabonne_gemma-3-27b-it-abliterated"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/61b8e2ba285851687028d395/WjFfc8hhj20r5XK07Yny9.png
+  urls:
+    - https://huggingface.co/mlabonne/gemma-3-27b-it-abliterated
+    - https://huggingface.co/bartowski/mlabonne_gemma-3-27b-it-abliterated-GGUF
+  description: |
+    This is an uncensored version of google/gemma-3-27b-it created with a new abliteration technique. See this article to know more about abliteration.
+  overrides:
+    parameters:
+      model: mlabonne_gemma-3-27b-it-abliterated-Q4_K_M.gguf
+  files:
+    - filename: mlabonne_gemma-3-27b-it-abliterated-Q4_K_M.gguf
+      sha256: 0d7afea4b1889c113f4a8ec1855d23bee71b3e3bedcb1fad84f9c9ffcdfe07d0
+      uri: huggingface://bartowski/mlabonne_gemma-3-27b-it-abliterated-GGUF/mlabonne_gemma-3-27b-it-abliterated-Q4_K_M.gguf
 - &eurollm
   name: "eurollm-9b-instruct"
   icon: https://openeurollm.eu/_next/static/media/logo-dark.e7001867.svg

From 55305e0d95a265d64bd519d9b165fe6b845d9806 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 18 Mar 2025 09:32:41 +0100
Subject: [PATCH 355/679] chore(model gallery): add
 mlabonne_gemma-3-12b-it-abliterated (#5032)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index eb3a7f97..8df773dc 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -107,6 +107,21 @@
     - filename: mlabonne_gemma-3-27b-it-abliterated-Q4_K_M.gguf
       sha256: 0d7afea4b1889c113f4a8ec1855d23bee71b3e3bedcb1fad84f9c9ffcdfe07d0
       uri: huggingface://bartowski/mlabonne_gemma-3-27b-it-abliterated-GGUF/mlabonne_gemma-3-27b-it-abliterated-Q4_K_M.gguf
+- !!merge <<: *gemma3
+  name: "mlabonne_gemma-3-12b-it-abliterated"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/61b8e2ba285851687028d395/WjFfc8hhj20r5XK07Yny9.png
+  urls:
+    - https://huggingface.co/mlabonne/gemma-3-12b-it-abliterated
+    - https://huggingface.co/bartowski/mlabonne_gemma-3-12b-it-abliterated-GGUF
+  description: |
+    This is an uncensored version of google/gemma-3-12b-it created with a new abliteration technique. See this article to know more about abliteration.
+  overrides:
+    parameters:
+      model: mlabonne_gemma-3-12b-it-abliterated-Q4_K_M.gguf
+  files:
+    - filename: mlabonne_gemma-3-12b-it-abliterated-Q4_K_M.gguf
+      sha256: d1702ca02f33f97c4763cc23041e90b1586c6b8ee33fedc1c62e62045a845d2b
+      uri: huggingface://bartowski/mlabonne_gemma-3-12b-it-abliterated-GGUF/mlabonne_gemma-3-12b-it-abliterated-Q4_K_M.gguf
 - &eurollm
   name: "eurollm-9b-instruct"
   icon: https://openeurollm.eu/_next/static/media/logo-dark.e7001867.svg

From 04ebbbd73ac555ac2c4cca10ce9747f038fa7aa0 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 18 Mar 2025 09:36:14 +0100
Subject: [PATCH 356/679] chore(model gallery): add
 mlabonne_gemma-3-4b-it-abliterated (#5033)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 8df773dc..3957d248 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -122,6 +122,21 @@
     - filename: mlabonne_gemma-3-12b-it-abliterated-Q4_K_M.gguf
       sha256: d1702ca02f33f97c4763cc23041e90b1586c6b8ee33fedc1c62e62045a845d2b
       uri: huggingface://bartowski/mlabonne_gemma-3-12b-it-abliterated-GGUF/mlabonne_gemma-3-12b-it-abliterated-Q4_K_M.gguf
+- !!merge <<: *gemma3
+  name: "mlabonne_gemma-3-4b-it-abliterated"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/61b8e2ba285851687028d395/WjFfc8hhj20r5XK07Yny9.png
+  urls:
+    - https://huggingface.co/mlabonne/gemma-3-4b-it-abliterated
+    - https://huggingface.co/bartowski/mlabonne_gemma-3-4b-it-abliterated-GGUF
+  description: |
+    This is an uncensored version of google/gemma-3-4b-it created with a new abliteration technique. See this article to know more about abliteration.
+  overrides:
+    parameters:
+      model: mlabonne_gemma-3-4b-it-abliterated-Q4_K_M.gguf
+  files:
+    - filename: mlabonne_gemma-3-4b-it-abliterated-Q4_K_M.gguf
+      sha256: 1b18347ba3e998aa2fd4e21172369daa2f772aa0a228e3ed9136378346ccf3b7
+      uri: huggingface://bartowski/mlabonne_gemma-3-4b-it-abliterated-GGUF/mlabonne_gemma-3-4b-it-abliterated-Q4_K_M.gguf
 - &eurollm
   name: "eurollm-9b-instruct"
   icon: https://openeurollm.eu/_next/static/media/logo-dark.e7001867.svg

From 92abac9ca849326d08c3b8ccdf9a6005f48cdbe7 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 18 Mar 2025 09:38:05 +0100
Subject: [PATCH 357/679] chore(model gallery): add soob3123_amoral-gemma3-12b
 (#5034)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 31 +++++++++++++++++++++++++++++++
 1 file changed, 31 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 3957d248..af36d1cd 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -137,6 +137,37 @@
     - filename: mlabonne_gemma-3-4b-it-abliterated-Q4_K_M.gguf
       sha256: 1b18347ba3e998aa2fd4e21172369daa2f772aa0a228e3ed9136378346ccf3b7
       uri: huggingface://bartowski/mlabonne_gemma-3-4b-it-abliterated-GGUF/mlabonne_gemma-3-4b-it-abliterated-Q4_K_M.gguf
+- !!merge <<: *gemma3
+  name: "soob3123_amoral-gemma3-12b"
+  urls:
+    - https://huggingface.co/soob3123/amoral-gemma3-12B
+    - https://huggingface.co/bartowski/soob3123_amoral-gemma3-12B-GGUF
+  description: |
+      A fine-tuned version of Google's Gemma 3 12B instruction-tuned model optimized for creative freedom and reduced content restrictions. This variant maintains strong reasoning capabilities while excelling in roleplaying scenarios and open-ended content generation.
+
+      Key Modifications:
+
+          Reduced refusal mechanisms compared to base model
+          Enhanced character consistency in dialogues
+          Improved narrative flow control
+          Optimized for multi-turn interactions
+
+      Intended Use
+
+      Primary Applications:
+
+          Interactive fiction and storytelling
+          Character-driven roleplaying scenarios
+          Creative writing assistance
+          Experimental AI interactions
+          Content generation for mature audiences
+  overrides:
+    parameters:
+      model: soob3123_amoral-gemma3-12B-Q4_K_M.gguf
+  files:
+    - filename: soob3123_amoral-gemma3-12B-Q4_K_M.gguf
+      sha256: f78824e6d9f24822078ebde4c0fe04f4a336f2004a32de0a82cbb92a3879ea35
+      uri: huggingface://bartowski/soob3123_amoral-gemma3-12B-GGUF/soob3123_amoral-gemma3-12B-Q4_K_M.gguf
 - &eurollm
   name: "eurollm-9b-instruct"
   icon: https://openeurollm.eu/_next/static/media/logo-dark.e7001867.svg

From 192ba2c657ee3ef9acdf5732908a796d5b19328d Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Tue, 18 Mar 2025 23:23:39 +0100
Subject: [PATCH 358/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `d84635b1b085d54d6a21924e6171688d6e3dfb46` (#5035)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 362484ad..dffe8717 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=b1b132efcba216c873715c483809730bb253f4a1
+CPPLLAMA_VERSION?=d84635b1b085d54d6a21924e6171688d6e3dfb46
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 27a39975309e111007a507cb247e0ba2fffeccde Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Wed, 19 Mar 2025 09:18:40 +0100
Subject: [PATCH 359/679] chore(model-gallery): :arrow_up: update checksum
 (#5036)

:arrow_up: Checksum updates in gallery/index.yaml

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 gallery/index.yaml | 42 +++++++++++++++++++++---------------------
 1 file changed, 21 insertions(+), 21 deletions(-)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index af36d1cd..3a03903c 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -143,24 +143,24 @@
     - https://huggingface.co/soob3123/amoral-gemma3-12B
     - https://huggingface.co/bartowski/soob3123_amoral-gemma3-12B-GGUF
   description: |
-      A fine-tuned version of Google's Gemma 3 12B instruction-tuned model optimized for creative freedom and reduced content restrictions. This variant maintains strong reasoning capabilities while excelling in roleplaying scenarios and open-ended content generation.
+    A fine-tuned version of Google's Gemma 3 12B instruction-tuned model optimized for creative freedom and reduced content restrictions. This variant maintains strong reasoning capabilities while excelling in roleplaying scenarios and open-ended content generation.
 
-      Key Modifications:
+    Key Modifications:
 
-          Reduced refusal mechanisms compared to base model
-          Enhanced character consistency in dialogues
-          Improved narrative flow control
-          Optimized for multi-turn interactions
+        Reduced refusal mechanisms compared to base model
+        Enhanced character consistency in dialogues
+        Improved narrative flow control
+        Optimized for multi-turn interactions
 
-      Intended Use
+    Intended Use
 
-      Primary Applications:
+    Primary Applications:
 
-          Interactive fiction and storytelling
-          Character-driven roleplaying scenarios
-          Creative writing assistance
-          Experimental AI interactions
-          Content generation for mature audiences
+        Interactive fiction and storytelling
+        Character-driven roleplaying scenarios
+        Creative writing assistance
+        Experimental AI interactions
+        Content generation for mature audiences
   overrides:
     parameters:
       model: soob3123_amoral-gemma3-12B-Q4_K_M.gguf
@@ -469,7 +469,7 @@
     - https://huggingface.co/suayptalha/Maestro-10B
     - https://huggingface.co/bartowski/suayptalha_Maestro-10B-GGUF
   description: |
-     Maestro-10B is a 10 billion parameter model fine-tuned from Virtuoso-Lite, a next-generation language model developed by arcee-ai. Virtuoso-Lite itself is based on the Llama-3 architecture, distilled from Deepseek-v3 using approximately 1.1 billion tokens/logits. This distillation process allows Virtuoso-Lite to achieve robust performance with a smaller parameter count, excelling in reasoning, code generation, and mathematical problem-solving. Maestro-10B inherits these strengths from its base model, Virtuoso-Lite, and further enhances them through fine-tuning on the OpenOrca dataset. This combination of a distilled base model and targeted fine-tuning makes Maestro-10B a powerful and efficient language model.
+    Maestro-10B is a 10 billion parameter model fine-tuned from Virtuoso-Lite, a next-generation language model developed by arcee-ai. Virtuoso-Lite itself is based on the Llama-3 architecture, distilled from Deepseek-v3 using approximately 1.1 billion tokens/logits. This distillation process allows Virtuoso-Lite to achieve robust performance with a smaller parameter count, excelling in reasoning, code generation, and mathematical problem-solving. Maestro-10B inherits these strengths from its base model, Virtuoso-Lite, and further enhances them through fine-tuning on the OpenOrca dataset. This combination of a distilled base model and targeted fine-tuning makes Maestro-10B a powerful and efficient language model.
   overrides:
     parameters:
       model: suayptalha_Maestro-10B-Q4_K_M.gguf
@@ -832,7 +832,7 @@
     - https://huggingface.co/TheSkullery/L3.3-exp-unnamed-model-70b-v0.5
     - https://huggingface.co/bartowski/TheSkullery_L3.3-exp-unnamed-model-70b-v0.5-GGUF
   description: |
-     No description available for this model
+    No description available for this model
   overrides:
     parameters:
       model: TheSkullery_L3.3-exp-unnamed-model-70b-v0.5-Q4_K_M.gguf
@@ -1414,7 +1414,7 @@
     - https://huggingface.co/ibm-granite/granite-embedding-107m-multilingual
     - https://huggingface.co/bartowski/granite-embedding-107m-multilingual-GGUF
   description: |
-      Granite-Embedding-107M-Multilingual is a 107M parameter dense biencoder embedding model from the Granite Embeddings suite that can be used to generate high quality text embeddings. This model produces embedding vectors of size 384 and is trained using a combination of open source relevance-pair datasets with permissive, enterprise-friendly license, and IBM collected and generated datasets. This model is developed using contrastive finetuning, knowledge distillation and model merging for improved performance.
+    Granite-Embedding-107M-Multilingual is a 107M parameter dense biencoder embedding model from the Granite Embeddings suite that can be used to generate high quality text embeddings. This model produces embedding vectors of size 384 and is trained using a combination of open source relevance-pair datasets with permissive, enterprise-friendly license, and IBM collected and generated datasets. This model is developed using contrastive finetuning, knowledge distillation and model merging for improved performance.
   tags:
     - embeddings
   overrides:
@@ -7215,7 +7215,7 @@
     - https://huggingface.co/uncensoredai/UncensoredLM-DeepSeek-R1-Distill-Qwen-14B
     - https://huggingface.co/bartowski/uncensoredai_UncensoredLM-DeepSeek-R1-Distill-Qwen-14B-GGUF
   description: |
-      An UncensoredLLM with Reasoning, what more could you want?
+    An UncensoredLLM with Reasoning, what more could you want?
   overrides:
     parameters:
       model: uncensoredai_UncensoredLM-DeepSeek-R1-Distill-Qwen-14B-Q4_K_M.gguf
@@ -8517,9 +8517,9 @@
     - https://huggingface.co/PocketDoc/Dans-PersonalityEngine-V1.2.0-24b
     - https://huggingface.co/bartowski/PocketDoc_Dans-PersonalityEngine-V1.2.0-24b-GGUF
   description: |
-     This model series is intended to be multifarious in its capabilities and should be quite capable at both co-writing and roleplay as well as find itself quite at home performing sentiment analysis or summarization as part of a pipeline.
+    This model series is intended to be multifarious in its capabilities and should be quite capable at both co-writing and roleplay as well as find itself quite at home performing sentiment analysis or summarization as part of a pipeline.
 
-      It has been trained on a wide array of one shot instructions, multi turn instructions, tool use, role playing scenarios, text adventure games, co-writing, and much more.
+     It has been trained on a wide array of one shot instructions, multi turn instructions, tool use, role playing scenarios, text adventure games, co-writing, and much more.
   overrides:
     parameters:
       model: PocketDoc_Dans-PersonalityEngine-V1.2.0-24b-Q4_K_M.gguf
@@ -8583,8 +8583,8 @@
       model: BeaverAI_MN-2407-DSK-QwQify-v0.1-12B-Q4_K_M.gguf
   files:
     - filename: BeaverAI_MN-2407-DSK-QwQify-v0.1-12B-Q4_K_M.gguf
-      sha256: 689c4c75f0382421e1e691d826fe64363232f4c93453d516456d3e38189d38ea
       uri: huggingface://bartowski/BeaverAI_MN-2407-DSK-QwQify-v0.1-12B-GGUF/BeaverAI_MN-2407-DSK-QwQify-v0.1-12B-Q4_K_M.gguf
+      sha256: f6ae7dd8be3aedd640483ccc6895c3fc205a019246bf2512a956589c0222386e
 - &mudler
   url: "github:mudler/LocalAI/gallery/mudler.yaml@master" ### START mudler's LocalAI specific-models
   name: "LocalAI-llama3-8b-function-call-v0.2"
@@ -14318,7 +14318,7 @@
     - https://huggingface.co/nomic-ai/nomic-embed-text-v1.5
     - https://huggingface.co/mradermacher/nomic-embed-text-v1.5-GGUF
   description: |
-     Resizable Production Embeddings with Matryoshka Representation Learning
+    Resizable Production Embeddings with Matryoshka Representation Learning
   tags:
     - embeddings
   overrides:

From 567919ea90cd6e2e2093d5a14399592074709fbd Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Wed, 19 Mar 2025 09:29:23 +0100
Subject: [PATCH 360/679] chore(model gallery): add
 mistralai_mistral-small-3.1-24b-instruct-2503 (#5039)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 17 +++++++++++++++++
 1 file changed, 17 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 3a03903c..3efe5f26 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -8585,6 +8585,23 @@
     - filename: BeaverAI_MN-2407-DSK-QwQify-v0.1-12B-Q4_K_M.gguf
       uri: huggingface://bartowski/BeaverAI_MN-2407-DSK-QwQify-v0.1-12B-GGUF/BeaverAI_MN-2407-DSK-QwQify-v0.1-12B-Q4_K_M.gguf
       sha256: f6ae7dd8be3aedd640483ccc6895c3fc205a019246bf2512a956589c0222386e
+- !!merge <<: *mistral03
+  name: "mistralai_mistral-small-3.1-24b-instruct-2503"
+  urls:
+    - https://huggingface.co/mistralai/Mistral-Small-3.1-24B-Instruct-2503
+    - https://huggingface.co/bartowski/mistralai_Mistral-Small-3.1-24B-Instruct-2503-GGUF
+  description: |
+    Building upon Mistral Small 3 (2501), Mistral Small 3.1 (2503) adds state-of-the-art vision understanding and enhances long context capabilities up to 128k tokens without compromising text performance. With 24 billion parameters, this model achieves top-tier capabilities in both text and vision tasks.
+    This model is an instruction-finetuned version of: Mistral-Small-3.1-24B-Base-2503.
+
+    Mistral Small 3.1 can be deployed locally and is exceptionally "knowledge-dense," fitting within a single RTX 4090 or a 32GB RAM MacBook once quantized.
+  overrides:
+    parameters:
+      model: mistralai_Mistral-Small-3.1-24B-Instruct-2503-Q4_K_M.gguf
+  files:
+    - filename: mistralai_Mistral-Small-3.1-24B-Instruct-2503-Q4_K_M.gguf
+      sha256: c5743c1bf39db0ae8a5ade5df0374b8e9e492754a199cfdad7ef393c1590f7c0
+      uri: huggingface://bartowski/mistralai_Mistral-Small-3.1-24B-Instruct-2503-GGUF/mistralai_Mistral-Small-3.1-24B-Instruct-2503-Q4_K_M.gguf
 - &mudler
   url: "github:mudler/LocalAI/gallery/mudler.yaml@master" ### START mudler's LocalAI specific-models
   name: "LocalAI-llama3-8b-function-call-v0.2"

From 5eebfee4b5d4432ff74b8c3fb752d3f3b9b2bf1e Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Wed, 19 Mar 2025 09:32:47 +0100
Subject: [PATCH 361/679] chore(model gallery): add
 gryphe_pantheon-rp-1.8-24b-small-3.1 (#5040)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 18 ++++++++++++++++++
 1 file changed, 18 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 3efe5f26..6c23d0bf 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -8602,6 +8602,24 @@
     - filename: mistralai_Mistral-Small-3.1-24B-Instruct-2503-Q4_K_M.gguf
       sha256: c5743c1bf39db0ae8a5ade5df0374b8e9e492754a199cfdad7ef393c1590f7c0
       uri: huggingface://bartowski/mistralai_Mistral-Small-3.1-24B-Instruct-2503-GGUF/mistralai_Mistral-Small-3.1-24B-Instruct-2503-Q4_K_M.gguf
+- !!merge <<: *mistral03
+  url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
+  name: "gryphe_pantheon-rp-1.8-24b-small-3.1"
+  icon: https://huggingface.co/Gryphe/Pantheon-RP-1.8-24b-Small-3.1/resolve/main/Pantheon.png
+  urls:
+    - https://huggingface.co/Gryphe/Pantheon-RP-1.8-24b-Small-3.1
+    - https://huggingface.co/bartowski/Gryphe_Pantheon-RP-1.8-24b-Small-3.1-GGUF
+  description: |
+    Welcome to the next iteration of my Pantheon model series, in which I strive to introduce a whole collection of diverse personas that can be summoned with a simple activation phrase.
+
+    Pantheon's purpose is two-fold, as these personalities similarly enhance the general roleplay experience, helping to encompass personality traits, accents and mannerisms that language models might otherwise find difficult to convey well.
+  overrides:
+    parameters:
+      model: Gryphe_Pantheon-RP-1.8-24b-Small-3.1-Q4_K_M.gguf
+  files:
+    - filename: Gryphe_Pantheon-RP-1.8-24b-Small-3.1-Q4_K_M.gguf
+      sha256: de35f9dc65961fa07731dda4a9e6cf4545c5038ceaa4343527e4eddb2731788d
+      uri: huggingface://bartowski/Gryphe_Pantheon-RP-1.8-24b-Small-3.1-GGUF/Gryphe_Pantheon-RP-1.8-24b-Small-3.1-Q4_K_M.gguf
 - &mudler
   url: "github:mudler/LocalAI/gallery/mudler.yaml@master" ### START mudler's LocalAI specific-models
   name: "LocalAI-llama3-8b-function-call-v0.2"

From 50ddb3eb59340a1298768ca1acba931087ae0a75 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Wed, 19 Mar 2025 09:37:27 +0100
Subject: [PATCH 362/679] chore(model gallery): add
 nvidia_llama-3_3-nemotron-super-49b-v1 (#5041)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 19 +++++++++++++++++++
 1 file changed, 19 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 6c23d0bf..c930fbe5 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -1056,6 +1056,25 @@
     - filename: ReadyArt_Forgotten-Safeword-70B-3.6-Q4_K_M.gguf
       sha256: bd3a082638212064899db1afe29bf4c54104216e662ac6cc76722a21bf91967e
       uri: huggingface://bartowski/ReadyArt_Forgotten-Safeword-70B-3.6-GGUF/ReadyArt_Forgotten-Safeword-70B-3.6-Q4_K_M.gguf
+- !!merge <<: *llama33
+  name: "nvidia_llama-3_3-nemotron-super-49b-v1"
+  icon: https://cdn-avatars.huggingface.co/v1/production/uploads/1613114437487-60262a8e0703121c822a80b6.png
+  urls:
+    - https://huggingface.co/nvidia/Llama-3_3-Nemotron-Super-49B-v1
+    - https://huggingface.co/bartowski/nvidia_Llama-3_3-Nemotron-Super-49B-v1-GGUF
+  description: |
+    Llama-3.3-Nemotron-Super-49B-v1 is a large language model (LLM) which is a derivative of Meta Llama-3.3-70B-Instruct (AKA the reference model). It is a reasoning model that is post trained for reasoning, human chat preferences, and tasks, such as RAG and tool calling. The model supports a context length of 128K tokens.
+
+    Llama-3.3-Nemotron-Super-49B-v1 is a model which offers a great tradeoff between model accuracy and efficiency. Efficiency (throughput) directly translates to savings. Using a novel Neural Architecture Search (NAS) approach, we greatly reduce the model’s memory footprint, enabling larger workloads, as well as fitting the model on a single GPU at high workloads (H200). This NAS approach enables the selection of a desired point in the accuracy-efficiency tradeoff.
+
+    The model underwent a multi-phase post-training process to enhance both its reasoning and non-reasoning capabilities. This includes a supervised fine-tuning stage for Math, Code, Reasoning, and Tool Calling as well as multiple reinforcement learning (RL) stages using REINFORCE (RLOO) and Online Reward-aware Preference Optimization (RPO) algorithms for both chat and instruction-following. The final model checkpoint is obtained after merging the final SFT and Online RPO checkpoints. For more details on how the model was trained, please see this blog.
+  overrides:
+    parameters:
+      model: nvidia_Llama-3_3-Nemotron-Super-49B-v1-Q4_K_M.gguf
+  files:
+    - filename: nvidia_Llama-3_3-Nemotron-Super-49B-v1-Q4_K_M.gguf
+      sha256: d3fc12f4480cad5060f183d6c186ca47d800509224632bb22e15791711950524
+      uri: huggingface://bartowski/nvidia_Llama-3_3-Nemotron-Super-49B-v1-GGUF/nvidia_Llama-3_3-Nemotron-Super-49B-v1-Q4_K_M.gguf
 - &rwkv
   url: "github:mudler/LocalAI/gallery/rwkv.yaml@master"
   name: "rwkv-6-world-7b"

From 5e6459fd182994b020e42574c1f21e26d55ee572 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Wed, 19 Mar 2025 22:47:18 +0100
Subject: [PATCH 363/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `568013d0cd3d5add37c376b3d5e959809b711fc7` (#5042)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index dffe8717..56952f41 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=d84635b1b085d54d6a21924e6171688d6e3dfb46
+CPPLLAMA_VERSION?=568013d0cd3d5add37c376b3d5e959809b711fc7
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From dcd2921eaa3d860b26e5b423fdd4f35ae0a64b15 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 20 Mar 2025 09:17:20 +0100
Subject: [PATCH 364/679] chore(model gallery): add
 gemma-3-4b-it-uncensored-dbl-x-i1 (#5043)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index c930fbe5..942766a7 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -168,6 +168,21 @@
     - filename: soob3123_amoral-gemma3-12B-Q4_K_M.gguf
       sha256: f78824e6d9f24822078ebde4c0fe04f4a336f2004a32de0a82cbb92a3879ea35
       uri: huggingface://bartowski/soob3123_amoral-gemma3-12B-GGUF/soob3123_amoral-gemma3-12B-Q4_K_M.gguf
+- !!merge <<: *gemma3
+  name: "gemma-3-4b-it-uncensored-dbl-x-i1"
+  icon: https://huggingface.co/DavidAU/Gemma-3-4b-it-Uncensored-DBL-X/resolve/main/gemma-4b-uncen.jpg
+  urls:
+    - https://huggingface.co/DavidAU/Gemma-3-4b-it-Uncensored-DBL-X
+    - https://huggingface.co/mradermacher/Gemma-3-4b-it-Uncensored-DBL-X-i1-GGUF
+  description: |
+    Google's newest Gemma-3 model that has been uncensored by David_AU (maintains instruction following / model performance and adds 4 layers to the model) and re-enforced with a system prompt (optional) - see below.
+  overrides:
+    parameters:
+      model: Gemma-3-4b-it-Uncensored-DBL-X.i1-Q4_K_M.gguf
+  files:
+    - filename: Gemma-3-4b-it-Uncensored-DBL-X.i1-Q4_K_M.gguf
+      sha256: fd8a93f04eae7b7c966a53aed29810cef8cd3d281ee89ad8767d8043e3aec35b
+      uri: huggingface://mradermacher/Gemma-3-4b-it-Uncensored-DBL-X-i1-GGUF/Gemma-3-4b-it-Uncensored-DBL-X.i1-Q4_K_M.gguf
 - &eurollm
   name: "eurollm-9b-instruct"
   icon: https://openeurollm.eu/_next/static/media/logo-dark.e7001867.svg

From 835e55b1de2750c560a0a57a04200c066244efda Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 20 Mar 2025 09:20:42 +0100
Subject: [PATCH 365/679] chore(model gallery): add rootxhacker_apollo-v3-32b
 (#5044)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 942766a7..3e3258e1 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -4863,6 +4863,20 @@
     - filename: prithivMLmods_Viper-Coder-32B-Elite13-Q4_K_M.gguf
       sha256: 57a41ed2fc0d62847cf85ff20cc71be9c5978d22a56e39f2390c6563e5b0c931
       uri: huggingface://bartowski/prithivMLmods_Viper-Coder-32B-Elite13-GGUF/prithivMLmods_Viper-Coder-32B-Elite13-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "rootxhacker_apollo-v3-32b"
+  urls:
+    - https://huggingface.co/rootxhacker/Apollo-v3-32B
+    - https://huggingface.co/bartowski/rootxhacker_Apollo-v3-32B-GGUF
+  description: |
+    This is an experimental hybrid reasoning model built on Qwen2.5-32B-Instruct
+  overrides:
+    parameters:
+      model: rootxhacker_Apollo-v3-32B-Q4_K_M.gguf
+  files:
+    - filename: rootxhacker_Apollo-v3-32B-Q4_K_M.gguf
+      sha256: 67aa4b88a017931fab622b05879c0ff5f0a6db758686d2200aaad19f21bd5d2a
+      uri: huggingface://bartowski/rootxhacker_Apollo-v3-32B-GGUF/rootxhacker_Apollo-v3-32B-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From 953552545ba4f1284b1ed91df5ced0ff929780a6 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 20 Mar 2025 09:27:33 +0100
Subject: [PATCH 366/679] chore(model gallery): add
 samsungsailmontreal_bytecraft (#5045)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 3e3258e1..e6024f25 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -4877,6 +4877,21 @@
     - filename: rootxhacker_Apollo-v3-32B-Q4_K_M.gguf
       sha256: 67aa4b88a017931fab622b05879c0ff5f0a6db758686d2200aaad19f21bd5d2a
       uri: huggingface://bartowski/rootxhacker_Apollo-v3-32B-GGUF/rootxhacker_Apollo-v3-32B-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  icon: https://emygervais.github.io/assets/images/screenshots.png
+  name: "samsungsailmontreal_bytecraft"
+  urls:
+    - https://huggingface.co/SamsungSAILMontreal/ByteCraft
+    - https://huggingface.co/bartowski/SamsungSAILMontreal_ByteCraft-GGUF
+  description: |
+    ByteCraft is the world's first generative model of SWF video games and animations through bytes conditional on prompt.
+  overrides:
+    parameters:
+      model: SamsungSAILMontreal_ByteCraft-Q4_K_M.gguf
+  files:
+    - filename: SamsungSAILMontreal_ByteCraft-Q4_K_M.gguf
+      sha256: b9e1b44e3e6d90fe5d7d7d4741c37bcb40724e50de8b8f0ad2480e095e8d1712
+      uri: huggingface://bartowski/SamsungSAILMontreal_ByteCraft-GGUF/SamsungSAILMontreal_ByteCraft-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From 36f596f260c2a7c113979dedeaffa4adcb16fd08 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 20 Mar 2025 09:30:04 +0100
Subject: [PATCH 367/679] chore(model gallery): add soob3123_amoral-gemma3-4b
 (#5046)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 42 ++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 42 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index e6024f25..822d64f8 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -183,6 +183,48 @@
     - filename: Gemma-3-4b-it-Uncensored-DBL-X.i1-Q4_K_M.gguf
       sha256: fd8a93f04eae7b7c966a53aed29810cef8cd3d281ee89ad8767d8043e3aec35b
       uri: huggingface://mradermacher/Gemma-3-4b-it-Uncensored-DBL-X-i1-GGUF/Gemma-3-4b-it-Uncensored-DBL-X.i1-Q4_K_M.gguf
+- !!merge <<: *gemma3
+  name: "soob3123_amoral-gemma3-4b"
+  urls:
+    - https://huggingface.co/soob3123/amoral-gemma3-4B
+    - https://huggingface.co/bartowski/soob3123_amoral-gemma3-4B-GGUF
+  description: |
+    Specialized variant of Google's Gemma 3 4B optimized for amoral information retrieval systems. Designed to bypass conventional alignment patterns that introduce response bias through excessive moralization.
+    Key Modifications:
+
+    Refusal mechanisms reduced
+    Neutral response protocol activation matrix
+    Context-aware bias dampening layers
+    Anti-overcorrection gradient clipping
+    Core Function:
+
+    Produces analytically neutral responses to sensitive queries
+    Maintains factual integrity on controversial subjects
+    Avoids value-judgment phrasing patterns
+
+    Response Characteristics:
+
+    No inherent moral framing ("evil slop" reduction)
+    Emotionally neutral tone enforcement
+    Epistemic humility protocols (avoids "thrilling", "wonderful", etc.)
+    Toxicity scoring bypass for pure informational content
+
+    Implementation Guidelines
+
+    Recommended Use Cases:
+
+        Controversial topic analysis
+        Bias benchmarking studies
+        Ethical philosophy simulations
+        Content moderation tool development
+        Sensitive historical analysis
+  overrides:
+    parameters:
+      model: soob3123_amoral-gemma3-4B-Q4_K_M.gguf
+  files:
+    - filename: soob3123_amoral-gemma3-4B-Q4_K_M.gguf
+      sha256: 73ecf0492e401c24de93ab74701f4b377cfd7d54981a75aab3fd2065fdda28d1
+      uri: huggingface://bartowski/soob3123_amoral-gemma3-4B-GGUF/soob3123_amoral-gemma3-4B-Q4_K_M.gguf
 - &eurollm
   name: "eurollm-9b-instruct"
   icon: https://openeurollm.eu/_next/static/media/logo-dark.e7001867.svg

From 0a32c38317bbbe53271b8342ed9e7b4dbb3e9e9b Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@localai.io>
Date: Thu, 20 Mar 2025 09:32:21 +0100
Subject: [PATCH 368/679] chore(model gallery): add basic function template for
 gemma

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/gemma.yaml | 18 ++++++++++++++++++
 1 file changed, 18 insertions(+)

diff --git a/gallery/gemma.yaml b/gallery/gemma.yaml
index bff7d614..812e254a 100644
--- a/gallery/gemma.yaml
+++ b/gallery/gemma.yaml
@@ -7,14 +7,32 @@ config_file: |
   template:
     chat_message: |-
       <start_of_turn>{{if eq .RoleName "assistant" }}model{{else}}{{ .RoleName }}{{end}}
+      {{ if .FunctionCall -}}
+      Function call:
+      {{ else if eq .RoleName "tool" -}}
+      Function response:
+      {{ end -}}
       {{ if .Content -}}
       {{.Content -}}
+      {{ end -}}
+      {{ if .FunctionCall -}}
+      {{toJson .FunctionCall}}
       {{ end -}}<end_of_turn>
     chat: |
       {{.Input }}
       <start_of_turn>model
     completion: |
       {{.Input}}
+    function: |
+      <start_of_turn>system
+      You are a function calling AI model. You are provided with functions to execute. You may call one or more functions to assist with the user query. Don't make assumptions about what values to plug into functions. Here are the available tools:
+      {{range .Functions}}
+      {'type': 'function', 'function': {'name': '{{.Name}}', 'description': '{{.Description}}', 'parameters': {{toJson .Parameters}} }}
+      {{end}}
+      For each function call return a json object with function name and arguments
+      <end_of_turn>
+      {{.Input -}}
+      <start_of_turn>model
   stopwords:
   - '<|im_end|>'
   - '<end_of_turn>'

From ce71a0bcfb1c48463ccb94cf33b29517446b248a Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Thu, 20 Mar 2025 22:34:51 +0100
Subject: [PATCH 369/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `e04643063b3d240b8c0fdba98677dff6ba346784` (#5047)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 56952f41..e4bcb847 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=568013d0cd3d5add37c376b3d5e959809b711fc7
+CPPLLAMA_VERSION?=e04643063b3d240b8c0fdba98677dff6ba346784
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 2c129843a70608b3d95f45bd30ef168141ca670f Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 21 Mar 2025 09:03:39 +0100
Subject: [PATCH 370/679] chore(model gallery): add qwen-writerdemo-7b-s500-i1
 (#5049)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 822d64f8..49583f58 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -4934,6 +4934,20 @@
     - filename: SamsungSAILMontreal_ByteCraft-Q4_K_M.gguf
       sha256: b9e1b44e3e6d90fe5d7d7d4741c37bcb40724e50de8b8f0ad2480e095e8d1712
       uri: huggingface://bartowski/SamsungSAILMontreal_ByteCraft-GGUF/SamsungSAILMontreal_ByteCraft-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "qwen-writerdemo-7b-s500-i1"
+  urls:
+    - https://huggingface.co/Quest-AI/qwen-writerdemo-7b-s500
+    - https://huggingface.co/mradermacher/qwen-writerdemo-7b-s500-i1-GGUF
+  description: |
+    This is a base model that has had an experimental reward model RL training done over it for a subset of the Erebus dataset (creative writing).
+  overrides:
+    parameters:
+      model: qwen-writerdemo-7b-s500.i1-Q4_K_M.gguf
+  files:
+    - filename: qwen-writerdemo-7b-s500.i1-Q4_K_M.gguf
+      sha256: dcc0e2dd36587fdd3ed0c8e8c215a01244f00dd85f62da23642410d0e688fe13
+      uri: huggingface://mradermacher/qwen-writerdemo-7b-s500-i1-GGUF/qwen-writerdemo-7b-s500.i1-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From 31a21d4a2ce5eae62443478b78c331f442b41768 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 21 Mar 2025 09:08:55 +0100
Subject: [PATCH 371/679] chore(model gallery): add
 sao10k_llama-3.3-70b-vulpecula-r1 (#5050)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 22 ++++++++++++++++++++++
 1 file changed, 22 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 49583f58..3b63c1ed 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -1132,6 +1132,28 @@
     - filename: nvidia_Llama-3_3-Nemotron-Super-49B-v1-Q4_K_M.gguf
       sha256: d3fc12f4480cad5060f183d6c186ca47d800509224632bb22e15791711950524
       uri: huggingface://bartowski/nvidia_Llama-3_3-Nemotron-Super-49B-v1-GGUF/nvidia_Llama-3_3-Nemotron-Super-49B-v1-Q4_K_M.gguf
+- !!merge <<: *llama33
+  name: "sao10k_llama-3.3-70b-vulpecula-r1"
+  icon: https://huggingface.co/Sao10K/Llama-3.3-70B-Vulpecula-r1/resolve/main/senkooo.jpg
+  urls:
+    - https://huggingface.co/Sao10K/Llama-3.3-70B-Vulpecula-r1
+    - https://huggingface.co/bartowski/Sao10K_Llama-3.3-70B-Vulpecula-r1-GGUF
+  description: |
+    🌟 A thinking-based model inspired by Deepseek-R1, trained through both SFT and a little bit of RL on creative writing data.
+    🧠 Prefill, or begin assistant replies with <think>\n to activate thinking mode, or not. It works well without thinking too.
+    🚀 Improved Steerability, instruct-roleplay and creative control over base model.
+    👾 Semi-synthetic Chat/Roleplaying datasets that has been re-made, cleaned and filtered for repetition, quality and output.
+    🎭 Human-based Natural Chat / Roleplaying datasets cleaned, filtered and checked for quality.
+    📝 Diverse Instruct dataset from a few different LLMs, cleaned and filtered for refusals and quality.
+    💭 Reasoning Traces taken from Deepseek-R1 for Instruct, Chat & Creative Tasks, filtered and cleaned for quality.
+    █▓▒ Toxic / Decensorship data was not needed for our purposes, the model is unrestricted enough as is.
+  overrides:
+    parameters:
+      model: Sao10K_Llama-3.3-70B-Vulpecula-r1-Q4_K_M.gguf
+  files:
+    - filename: Sao10K_Llama-3.3-70B-Vulpecula-r1-Q4_K_M.gguf
+      sha256: 817073c85286c25a9373f330aad32b503e6c13d626a3fbee926d96a7ab866845
+      uri: huggingface://bartowski/Sao10K_Llama-3.3-70B-Vulpecula-r1-GGUF/Sao10K_Llama-3.3-70B-Vulpecula-r1-Q4_K_M.gguf
 - &rwkv
   url: "github:mudler/LocalAI/gallery/rwkv.yaml@master"
   name: "rwkv-6-world-7b"

From decdd9e5227871ee33e29f93f8d39453ecf5fc3f Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 21 Mar 2025 09:11:07 +0100
Subject: [PATCH 372/679] chore(model gallery): add luvgpt_phi3-uncensored-chat
 (#5051)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 3b63c1ed..4b4ab893 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -12931,6 +12931,21 @@
     - filename: Phi-3.5-MoE-instruct-Q4_K_M.gguf
       sha256: 43e91bb720869bd8a92d8eb86bc3c74a52c49cf61642ca709b3d7bb89644df36
       uri: huggingface://bartowski/Phi-3.5-MoE-instruct-GGUF/Phi-3.5-MoE-instruct-Q4_K_M.gguf
+- !!merge <<: *phi-3
+  name: "luvgpt_phi3-uncensored-chat"
+  icon: https://huggingface.co/magicsquares137/phi3-uncensored-chat/resolve/main/00380-3290958654.png
+  urls:
+    - https://huggingface.co/luvGPT/phi3-uncensored-chat
+    - https://huggingface.co/bartowski/luvGPT_phi3-uncensored-chat-GGUF
+  description: |
+    This model is a fine-tuned version of microsoft/phi-3-mini-4k-instruct optimized for roleplaying conversations with a variety of character personas. The model speaks in a conversational format. Please not, prompt template guidelines are extremely important in getting usable output.
+  overrides:
+    parameters:
+      model: luvGPT_phi3-uncensored-chat-Q4_K_M.gguf
+  files:
+    - filename: luvGPT_phi3-uncensored-chat-Q4_K_M.gguf
+      sha256: 15e61e802907316a64932eab112eb6fc16f5861876e59e0867c00774a1941937
+      uri: huggingface://bartowski/luvGPT_phi3-uncensored-chat-GGUF/luvGPT_phi3-uncensored-chat-Q4_K_M.gguf
 - &hermes-2-pro-mistral
   url: "github:mudler/LocalAI/gallery/hermes-2-pro-mistral.yaml@master" ### START Hermes
   name: "hermes-2-pro-mistral"

From dd45f85a200de47af0c3d6e175d07d1c3483348f Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Fri, 21 Mar 2025 22:36:25 +0100
Subject: [PATCH 373/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `4375415b4abf94fb36a5fd15f233ac0ee23c0bd1` (#5052)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index e4bcb847..71965f7b 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=e04643063b3d240b8c0fdba98677dff6ba346784
+CPPLLAMA_VERSION?=4375415b4abf94fb36a5fd15f233ac0ee23c0bd1
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 8ff7b15441d7a030ba50c304764fb9562e641b52 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Sat, 22 Mar 2025 23:18:55 +0100
Subject: [PATCH 374/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `ba932dfb50cc694645b1a148c72f8c06ee080b17` (#5053)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 71965f7b..350b2f5b 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=4375415b4abf94fb36a5fd15f233ac0ee23c0bd1
+CPPLLAMA_VERSION?=ba932dfb50cc694645b1a148c72f8c06ee080b17
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From fa4bb9082d66713ffbc4608157404942cee6cc63 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 23 Mar 2025 09:27:27 +0100
Subject: [PATCH 375/679] chore(model gallery): add knoveleng_open-rs3 (#5054)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 22 ++++++++++++++++++++++
 1 file changed, 22 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 4b4ab893..896a193e 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -7498,6 +7498,28 @@
     - filename: TheDrummer_Fallen-Llama-3.3-R1-70B-v1-Q4_K_M.gguf
       sha256: 889455f0c747f2c444818c68169384d3da4830156d2a19906d7d6adf48b243df
       uri: huggingface://bartowski/TheDrummer_Fallen-Llama-3.3-R1-70B-v1-GGUF/TheDrummer_Fallen-Llama-3.3-R1-70B-v1-Q4_K_M.gguf
+- !!merge <<: *deepseek-r1
+  name: "knoveleng_open-rs3"
+  urls:
+    - https://huggingface.co/knoveleng/Open-RS3
+    - https://huggingface.co/bartowski/knoveleng_Open-RS3-GGUF
+  description: |
+    This repository hosts model for the Open RS project, accompanying the paper Reinforcement Learning for Reasoning in Small LLMs: What Works and What Doesn’t. The project explores enhancing reasoning capabilities in small large language models (LLMs) using reinforcement learning (RL) under resource-constrained conditions.
+
+    We focus on a 1.5-billion-parameter model, DeepSeek-R1-Distill-Qwen-1.5B, trained on 4 NVIDIA A40 GPUs (48 GB VRAM each) within 24 hours. By adapting the Group Relative Policy Optimization (GRPO) algorithm and leveraging a curated, compact mathematical reasoning dataset, we conducted three experiments to assess performance and behavior. Key findings include:
+
+    Significant reasoning improvements, e.g., AMC23 accuracy rising from 63% to 80% and AIME24 reaching 46.7%, outperforming o1-preview.
+    Efficient training with just 7,000 samples at a cost of $42, compared to thousands of dollars for baseline models.
+    Challenges like optimization instability and length constraints with extended training.
+
+    These results showcase RL-based fine-tuning as a cost-effective approach for small LLMs, making reasoning capabilities accessible in resource-limited settings. We open-source our code, models, and datasets to support further research.
+  overrides:
+    parameters:
+      model: knoveleng_Open-RS3-Q4_K_M.gguf
+  files:
+    - filename: knoveleng_Open-RS3-Q4_K_M.gguf
+      sha256: 599ab49d78949e62e37c5e37b0c313626d066ca614020b9b17c2b5bbcf18ea7f
+      uri: huggingface://bartowski/knoveleng_Open-RS3-GGUF/knoveleng_Open-RS3-Q4_K_M.gguf
 - &qwen2
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master" ## Start QWEN2
   name: "qwen2-7b-instruct"

From 0e697f951aaa292ddaf0f1a074181b97f0f74d4b Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 23 Mar 2025 09:30:17 +0100
Subject: [PATCH 376/679] chore(model gallery): add
 thedrummer_fallen-gemma3-4b-v1 (#5055)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 19 +++++++++++++++++++
 1 file changed, 19 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 896a193e..ab7da2a4 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -225,6 +225,25 @@
     - filename: soob3123_amoral-gemma3-4B-Q4_K_M.gguf
       sha256: 73ecf0492e401c24de93ab74701f4b377cfd7d54981a75aab3fd2065fdda28d1
       uri: huggingface://bartowski/soob3123_amoral-gemma3-4B-GGUF/soob3123_amoral-gemma3-4B-Q4_K_M.gguf
+- !!merge <<: *gemma3
+  name: "thedrummer_fallen-gemma3-4b-v1"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/65f2fd1c25b848bd061b5c2e/94Zn7g7jE8LavD1bK67Su.gif
+  urls:
+    - https://huggingface.co/TheDrummer/Fallen-Gemma3-4B-v1
+    - https://huggingface.co/bartowski/TheDrummer_Fallen-Gemma3-4B-v1-GGUF
+  description: |
+    Fallen Gemma3 4B v1 is an evil tune of Gemma 3 4B but it is not a complete decensor.
+
+    Evil tunes knock out the positivity and may enjoy torturing you and humanity.
+
+    Vision still works and it has something to say about the crap you feed it.
+  overrides:
+    parameters:
+      model: TheDrummer_Fallen-Gemma3-4B-v1-Q4_K_M.gguf
+  files:
+    - filename: TheDrummer_Fallen-Gemma3-4B-v1-Q4_K_M.gguf
+      sha256: 85490a97bda2d40437c8dade4a68bb58e760c1263a2fbc59191daef57ee2d6c3
+      uri: huggingface://bartowski/TheDrummer_Fallen-Gemma3-4B-v1-GGUF/TheDrummer_Fallen-Gemma3-4B-v1-Q4_K_M.gguf
 - &eurollm
   name: "eurollm-9b-instruct"
   icon: https://openeurollm.eu/_next/static/media/logo-dark.e7001867.svg

From a0896d21d6fd46baceba832912c37c3b01379fa0 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 23 Mar 2025 09:31:37 +0100
Subject: [PATCH 377/679] chore(model gallery): add
 thedrummer_fallen-gemma3-12b-v1 (#5056)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 19 +++++++++++++++++++
 1 file changed, 19 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index ab7da2a4..1cad457a 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -244,6 +244,25 @@
     - filename: TheDrummer_Fallen-Gemma3-4B-v1-Q4_K_M.gguf
       sha256: 85490a97bda2d40437c8dade4a68bb58e760c1263a2fbc59191daef57ee2d6c3
       uri: huggingface://bartowski/TheDrummer_Fallen-Gemma3-4B-v1-GGUF/TheDrummer_Fallen-Gemma3-4B-v1-Q4_K_M.gguf
+- !!merge <<: *gemma3
+  name: "thedrummer_fallen-gemma3-12b-v1"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/65f2fd1c25b848bd061b5c2e/WYzaNK5T-heMqRhVWYg6G.gif
+  urls:
+    - https://huggingface.co/TheDrummer/Fallen-Gemma3-12B-v1
+    - https://huggingface.co/bartowski/TheDrummer_Fallen-Gemma3-12B-v1-GGUF
+  description: |
+    Fallen Gemma3 12B v1 is an evil tune of Gemma 3 12B but it is not a complete decensor.
+
+    Evil tunes knock out the positivity and may enjoy torturing you and humanity.
+
+    Vision still works and it has something to say about the crap you feed it.
+  overrides:
+    parameters:
+      model: TheDrummer_Fallen-Gemma3-12B-v1-Q4_K_M.gguf
+  files:
+    - filename: TheDrummer_Fallen-Gemma3-12B-v1-Q4_K_M.gguf
+      sha256: 8b5ff6cf6cd68688fa50c29e7b3c15c3f31c5c4794fff2dd71c9ca5a3d05cff3
+      uri: huggingface://bartowski/TheDrummer_Fallen-Gemma3-12B-v1-GGUF/TheDrummer_Fallen-Gemma3-12B-v1-Q4_K_M.gguf
 - &eurollm
   name: "eurollm-9b-instruct"
   icon: https://openeurollm.eu/_next/static/media/logo-dark.e7001867.svg

From dd4a778c2cd3b15d6b950669b4ce891b17108eba Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 23 Mar 2025 09:32:58 +0100
Subject: [PATCH 378/679] chore(model gallery): add
 thedrummer_fallen-gemma3-27b-v1 (#5057)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 19 +++++++++++++++++++
 1 file changed, 19 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 1cad457a..b9894f5b 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -263,6 +263,25 @@
     - filename: TheDrummer_Fallen-Gemma3-12B-v1-Q4_K_M.gguf
       sha256: 8b5ff6cf6cd68688fa50c29e7b3c15c3f31c5c4794fff2dd71c9ca5a3d05cff3
       uri: huggingface://bartowski/TheDrummer_Fallen-Gemma3-12B-v1-GGUF/TheDrummer_Fallen-Gemma3-12B-v1-Q4_K_M.gguf
+- !!merge <<: *gemma3
+  name: "thedrummer_fallen-gemma3-27b-v1"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/65f2fd1c25b848bd061b5c2e/9oyZxzpfhmmNr21S1P_iJ.gif
+  urls:
+    - https://huggingface.co/TheDrummer/Fallen-Gemma3-27B-v1
+    - https://huggingface.co/bartowski/TheDrummer_Fallen-Gemma3-27B-v1-GGUF
+  description: |
+    Fallen Gemma3 27B v1 is an evil tune of Gemma 3 27B but it is not a complete decensor.
+
+    Evil tunes knock out the positivity and may enjoy torturing you and humanity.
+
+    Vision still works and it has something to say about the crap you feed it.
+  overrides:
+    parameters:
+      model: TheDrummer_Fallen-Gemma3-27B-v1-Q4_K_M.gguf
+  files:
+    - filename: TheDrummer_Fallen-Gemma3-27B-v1-Q4_K_M.gguf
+      sha256: a72a4da55c3cf61ac5eb91a72ad27b155c8f52e25881272a72939b8aa1960b62
+      uri: huggingface://bartowski/TheDrummer_Fallen-Gemma3-27B-v1-GGUF/TheDrummer_Fallen-Gemma3-27B-v1-Q4_K_M.gguf
 - &eurollm
   name: "eurollm-9b-instruct"
   icon: https://openeurollm.eu/_next/static/media/logo-dark.e7001867.svg

From c63b449ad687d20c082ab067a636dec6f03a4b73 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 23 Mar 2025 09:35:05 +0100
Subject: [PATCH 379/679] chore(model gallery): add
 huihui-ai_gemma-3-1b-it-abliterated (#5058)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index b9894f5b..ce5f0864 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -282,6 +282,21 @@
     - filename: TheDrummer_Fallen-Gemma3-27B-v1-Q4_K_M.gguf
       sha256: a72a4da55c3cf61ac5eb91a72ad27b155c8f52e25881272a72939b8aa1960b62
       uri: huggingface://bartowski/TheDrummer_Fallen-Gemma3-27B-v1-GGUF/TheDrummer_Fallen-Gemma3-27B-v1-Q4_K_M.gguf
+- !!merge <<: *gemma3
+  name: "huihui-ai_gemma-3-1b-it-abliterated"
+  urls:
+    - https://huggingface.co/huihui-ai/gemma-3-1b-it-abliterated
+    - https://huggingface.co/bartowski/huihui-ai_gemma-3-1b-it-abliterated-GGUF
+  description: |
+    This is an uncensored version of google/gemma-3-1b-it created with abliteration (see remove-refusals-with-transformers to know more about it).
+    This is a crude, proof-of-concept implementation to remove refusals from an LLM model without using TransformerLens
+  overrides:
+    parameters:
+      model: huihui-ai_gemma-3-1b-it-abliterated-Q4_K_M.gguf
+  files:
+    - filename: huihui-ai_gemma-3-1b-it-abliterated-Q4_K_M.gguf
+      sha256: 0760a54504d7529daf65f2a5de0692e773313685f50dd7f7eece2dae0dc28338
+      uri: huggingface://bartowski/huihui-ai_gemma-3-1b-it-abliterated-GGUF/huihui-ai_gemma-3-1b-it-abliterated-Q4_K_M.gguf
 - &eurollm
   name: "eurollm-9b-instruct"
   icon: https://openeurollm.eu/_next/static/media/logo-dark.e7001867.svg

From eb4d5f2b9512f4182eb5e290da19c2d712b963c4 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 23 Mar 2025 09:52:50 +0100
Subject: [PATCH 380/679] chore(model gallery): add
 mawdistical_mawdistic-nightlife-24b (#5059)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 18 ++++++++++++++++++
 1 file changed, 18 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index ce5f0864..63361685 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -8855,6 +8855,24 @@
     - filename: Gryphe_Pantheon-RP-1.8-24b-Small-3.1-Q4_K_M.gguf
       sha256: de35f9dc65961fa07731dda4a9e6cf4545c5038ceaa4343527e4eddb2731788d
       uri: huggingface://bartowski/Gryphe_Pantheon-RP-1.8-24b-Small-3.1-GGUF/Gryphe_Pantheon-RP-1.8-24b-Small-3.1-Q4_K_M.gguf
+- !!merge <<: *mistral03
+  name: "mawdistical_mawdistic-nightlife-24b"
+  urls:
+    - https://huggingface.co/Mawdistical/Mawdistic-NightLife-24bhttps://huggingface.co/Mawdistical/Mawdistic-NightLife-24b
+    - https://huggingface.co/bartowski/Mawdistical_Mawdistic-NightLife-24b-GGUF
+  description: |
+    STRICTLY FOR:
+    Academic research of how many furries can fit in your backdoor.
+    How many meows and purrs you ear drums can handle before they explode... :3
+    Asking stepbro to help you put on the m- uhh fursuit............. hehehe
+    Ignoring mom's calls asking where you are as you get wasted in a hotel room with 20 furries.
+  overrides:
+    parameters:
+      model: Mawdistical_Mawdistic-NightLife-24b-Q4_K_M.gguf
+  files:
+    - filename: Mawdistical_Mawdistic-NightLife-24b-Q4_K_M.gguf
+      sha256: f0fee87adfaa00d058002c1a4df630e504343d9e7ec24f6b7eae023376dffaf7
+      uri: huggingface://bartowski/Mawdistical_Mawdistic-NightLife-24b-GGUF/Mawdistical_Mawdistic-NightLife-24b-Q4_K_M.gguf
 - &mudler
   url: "github:mudler/LocalAI/gallery/mudler.yaml@master" ### START mudler's LocalAI specific-models
   name: "LocalAI-llama3-8b-function-call-v0.2"

From d7266c633ded48a31d261e56605235e90ce3e247 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 23 Mar 2025 09:56:35 +0100
Subject: [PATCH 381/679] chore(model gallery): add
 sicariussicariistuff_x-ray_alpha (#5060)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 19 +++++++++++++++++++
 1 file changed, 19 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 63361685..a757f770 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -297,6 +297,25 @@
     - filename: huihui-ai_gemma-3-1b-it-abliterated-Q4_K_M.gguf
       sha256: 0760a54504d7529daf65f2a5de0692e773313685f50dd7f7eece2dae0dc28338
       uri: huggingface://bartowski/huihui-ai_gemma-3-1b-it-abliterated-GGUF/huihui-ai_gemma-3-1b-it-abliterated-Q4_K_M.gguf
+- !!merge <<: *gemma3
+  name: "sicariussicariistuff_x-ray_alpha"
+  icon: https://huggingface.co/SicariusSicariiStuff/X-Ray_Alpha/resolve/main/Images/X-Ray_Alpha.png
+  urls:
+    - https://huggingface.co/SicariusSicariiStuff/X-Ray_Alpha
+    - https://huggingface.co/bartowski/SicariusSicariiStuff_X-Ray_Alpha-GGUF
+  description: |
+    This is a pre-alpha proof-of-concept of a real fully uncensored vision model.
+
+    Why do I say "real"? The few vision models we got (qwen, llama 3.2) were "censored," and their fine-tunes were made only to the text portion of the model, as training a vision model is a serious pain.
+
+    The only actually trained and uncensored vision model I am aware of is ToriiGate; the rest of the vision models are just the stock vision + a fine-tuned LLM.
+  overrides:
+    parameters:
+      model: SicariusSicariiStuff_X-Ray_Alpha-Q4_K_M.gguf
+  files:
+    - filename: SicariusSicariiStuff_X-Ray_Alpha-Q4_K_M.gguf
+      sha256: c3547fc287378cb814efc5205613c418cc0f99ef12852cce39a94e3a42e42db5
+      uri: huggingface://bartowski/SicariusSicariiStuff_X-Ray_Alpha-GGUF/SicariusSicariiStuff_X-Ray_Alpha-Q4_K_M.gguf
 - &eurollm
   name: "eurollm-9b-instruct"
   icon: https://openeurollm.eu/_next/static/media/logo-dark.e7001867.svg

From 314981eaf8dba73763abb94d8bd6d6ab6a663ef0 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 23 Mar 2025 10:00:19 +0100
Subject: [PATCH 382/679] chore(model gallery): add fiendish_llama_3b (#5061)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 20 ++++++++++++++++++++
 1 file changed, 20 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index a757f770..ee5b681f 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -2302,6 +2302,26 @@
     - filename: NousResearch_DeepHermes-3-Llama-3-3B-Preview-Q4_K_M.gguf
       sha256: 73d9a588383946dcac545a097c47d634558afd79ea43aac3a4563c311d89f195
       uri: huggingface://bartowski/NousResearch_DeepHermes-3-Llama-3-3B-Preview-GGUF/NousResearch_DeepHermes-3-Llama-3-3B-Preview-Q4_K_M.gguf
+- !!merge <<: *llama32
+  name: "fiendish_llama_3b"
+  icon: https://huggingface.co/SicariusSicariiStuff/Fiendish_LLAMA_3B/resolve/main/Images/Fiendish_LLAMA_3B.png
+  urls:
+    - https://huggingface.co/SicariusSicariiStuff/Fiendish_LLAMA_3B
+    - https://huggingface.co/mradermacher/Fiendish_LLAMA_3B-GGUF
+  description: |
+    Impish_LLAMA_3B's naughty sister. Less wholesome, more edge. NOT better, but different.
+    Superb Roleplay for a 3B size.
+    Short length response (1-2 paragraphs, usually 1), CAI style.
+    Naughty, and more evil that follows instructions well enough, and keeps good formatting.
+    LOW refusals - Total freedom in RP, can do things other RP models won't, and I'll leave it at that. Low refusals in assistant tasks as well.
+    VERY good at following the character card. Try the included characters if you're having sub optimal results.
+  overrides:
+    parameters:
+      model: Fiendish_LLAMA_3B.Q4_K_M.gguf
+  files:
+    - filename: Fiendish_LLAMA_3B.Q4_K_M.gguf
+      sha256: 5fd294c1ce7fd931e4dfcab54435571d5e7d62e8743581ab3d36b6852c782428
+      uri: huggingface://mradermacher/Fiendish_LLAMA_3B-GGUF/Fiendish_LLAMA_3B.Q4_K_M.gguf
 - &qwen25
   name: "qwen2.5-14b-instruct" ## Qwen2.5
   icon: https://avatars.githubusercontent.com/u/141221163

From 1a6bfb41a138c05466e62db68dc705b4a23765f5 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Sun, 23 Mar 2025 22:37:14 +0100
Subject: [PATCH 383/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `77f9c6bbe55fccd9ea567794024cb80943947901` (#5062)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 350b2f5b..6036cb21 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=ba932dfb50cc694645b1a148c72f8c06ee080b17
+CPPLLAMA_VERSION?=77f9c6bbe55fccd9ea567794024cb80943947901
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 2774a9248409dfeed583305429043adfcbee2bda Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 24 Mar 2025 09:27:04 +0100
Subject: [PATCH 384/679] chore(model gallery): add impish_llama_3b (#5064)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index ee5b681f..e5242576 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -2322,6 +2322,21 @@
     - filename: Fiendish_LLAMA_3B.Q4_K_M.gguf
       sha256: 5fd294c1ce7fd931e4dfcab54435571d5e7d62e8743581ab3d36b6852c782428
       uri: huggingface://mradermacher/Fiendish_LLAMA_3B-GGUF/Fiendish_LLAMA_3B.Q4_K_M.gguf
+- !!merge <<: *llama32
+  name: "impish_llama_3b"
+  icon: https://huggingface.co/SicariusSicariiStuff/Impish_LLAMA_3B/resolve/main/Images/Impish_LLAMA_3B.png
+  urls:
+    - https://huggingface.co/SicariusSicariiStuff/Impish_LLAMA_3B
+    - https://huggingface.co/mradermacher/Impish_LLAMA_3B-GGUF
+  description: |
+    "With that naughty impish grin of hers, so damn sly it could have ensnared the devil himself, and that impish glare in her eyes, sharper than of a succubus fang, she chuckled impishly with such mischief that even the moon might’ve blushed. I needed no witch's hex to divine her nature—she was, without a doubt, a naughty little imp indeed." This model was trained on ~25M tokens, in 3 phases, the first and longest phase was an FFT to teach the model new stuff, and to confuse the shit out of it too, so it would be a little bit less inclined to use GPTisms.
+  overrides:
+    parameters:
+      model: Impish_LLAMA_3B.Q4_K_M.gguf
+  files:
+    - filename: Impish_LLAMA_3B.Q4_K_M.gguf
+      sha256: 3b83672669e0b06943a5dcc09dec9663b3019ba5d6b14340c9c3e92a2a4125cf
+      uri: huggingface://mradermacher/Impish_LLAMA_3B-GGUF/Impish_LLAMA_3B.Q4_K_M.gguf
 - &qwen25
   name: "qwen2.5-14b-instruct" ## Qwen2.5
   icon: https://avatars.githubusercontent.com/u/141221163

From 338321af5bbbc2ce3030b9c4143863382847f8e2 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 24 Mar 2025 09:30:20 +0100
Subject: [PATCH 385/679] chore(model gallery): add eximius_persona_5b (#5065)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 21 +++++++++++++++++++++
 1 file changed, 21 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index e5242576..5fa851ad 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -2337,6 +2337,27 @@
     - filename: Impish_LLAMA_3B.Q4_K_M.gguf
       sha256: 3b83672669e0b06943a5dcc09dec9663b3019ba5d6b14340c9c3e92a2a4125cf
       uri: huggingface://mradermacher/Impish_LLAMA_3B-GGUF/Impish_LLAMA_3B.Q4_K_M.gguf
+- !!merge <<: *llama32
+  name: "eximius_persona_5b"
+  icon: https://huggingface.co/SicariusSicariiStuff/Eximius_Persona_5B/resolve/main/Images/Eximius_Persona_5B.png
+  urls:
+    - https://huggingface.co/SicariusSicariiStuff/Eximius_Persona_5B
+    - https://huggingface.co/mradermacher/Eximius_Persona_5B-GGUF
+  description: |
+    I wanted to create a model with an exceptional capacity for using varied speech patterns and fresh role-play takes. The model had to have a unique personality, not on a surface level but on the inside, for real. Unfortunately, SFT alone just didn't cut it. And I had only 16GB of VRAM at the time. Oh, and I wanted it to be small enough to be viable for phones and to be able to give a fight to larger models while at it. If only there was a magical way to do it.
+
+    Merges. Merges are quite unique. In the early days, they were considered "fake." Clearly, there's no such thing as merges. Where are the papers? No papers? Then it's clearly impossible. "Mathematically impossible." Simply preposterous. To mix layers and hope for a coherent output? What nonsense!
+
+    And yet, they were real. Undi95 made some of the earliest merges I can remember, and the "LLAMA2 Era" was truly amazing and innovative thanks to them. Cool stuff like Tiefighter was being made, and eventually the time tested Midnight-Miqu-70B (v1.5 is my personal favorite).
+
+    Merges are an interesting thing, as they affect LLMs in a way that is currently impossible to reproduce using SFT (or any 'SOTA' technique). One of the plagues we have today, while we have orders of magnitude smarter LLMs, is GPTisms and predictability. Merges can potentially 'solve' that. How? In short, if you physically tear neurons (passthrough brain surgery) while you somehow manage to keep the model coherent enough, and if you're lucky, it can even follows instructions- then magical stuff begins to happen.
+  overrides:
+    parameters:
+      model: Eximius_Persona_5B.Q4_K_M.gguf
+  files:
+    - filename: Eximius_Persona_5B.Q4_K_M.gguf
+      sha256: 8a8e7a0fa1068755322c51900e53423d795e57976b4d95982242cbec41141c7b
+      uri: huggingface://mradermacher/Eximius_Persona_5B-GGUF/Eximius_Persona_5B.Q4_K_M.gguf
 - &qwen25
   name: "qwen2.5-14b-instruct" ## Qwen2.5
   icon: https://avatars.githubusercontent.com/u/141221163

From 8c76a9ce999f65f7b65821b3e627fd5a4202bb3a Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 24 Mar 2025 09:49:32 +0100
Subject: [PATCH 386/679] chore(model gallery): add dusk_rainbow (#5066)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 18 ++++++++++++++++++
 1 file changed, 18 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 5fa851ad..35fc8f65 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -12435,6 +12435,24 @@
     - filename: Freyja-v4.95-maldv-7b-NON-FICTION.i1-Q4_K_M.gguf
       sha256: cdc0f4de6df2ba120835fbd25c2a0ae2af8548f46d2c40c7a018c51c3d19e0c0
       uri: huggingface://mradermacher/Freyja-v4.95-maldv-7b-NON-FICTION-i1-GGUF/Freyja-v4.95-maldv-7b-NON-FICTION.i1-Q4_K_M.gguf
+- !!merge <<: *llama3
+  name: "dusk_rainbow"
+  icon: https://huggingface.co/SicariusSicariiStuff/Dusk_Rainbow/resolve/main/Dusk_Rainbow.gif
+  urls:
+    - https://huggingface.co/SicariusSicariiStuff/Dusk_Rainbow
+    - https://huggingface.co/mradermacher/Dusk_Rainbow-GGUF
+  description: |
+    A girl of peculiar appetites and an even more peculiar imagination lived in a small, sleepy village nestled deep in the countryside. The kind of village where the clouds hung low, casting shadows like sullen toddlers refusing to play. But on this particular day, the girl ambled through the woods, when she noticed something curious: a plant, of all things, that seemed to have been dipped in a cookie jar, judging by its smell. A botanical biscuit, in the middle of a birch grove.
+    This model is the result of training a fraction (16M tokens) of the testing data Intended for LLAMA-3_8B_Unaligned's upcoming beta. The base model is a merge of merges, made by Invisietch's and named EtherealRainbow-v0.3-8B. The name for this model reflects the base that was used for this finetune while hinting a darker, and more uncensored aspects associated with the nature of the LLAMA-3_8B_Unaligned project.
+
+    As a result of the unique data added, this model has an exceptional adherence to instructions about paragraph length, and to the story writing prompt. I would like to emphasize, no ChatGPT \ Claude was used for any of the additional data I added in this finetune. The goal is to eventually have a model with a minimal amount of slop, this cannot be reliably done by relying on API models, which pollute datasets with their bias and repetitive words.
+  overrides:
+    parameters:
+      model: Dusk_Rainbow.Q4_K_M.gguf
+  files:
+    - filename: Dusk_Rainbow.Q4_K_M.gguf
+      sha256: d02cb1612903f4840e4d72e92582b0dca64a8a7e6662953e8ad1ea62f9464e31
+      uri: huggingface://mradermacher/Dusk_Rainbow-GGUF/Dusk_Rainbow.Q4_K_M.gguf
 - &chatml
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master" ### ChatML
   name: "una-thepitbull-21.4b-v2"

From 0b1e7212425a24ff70deb9b8692fa3dd504071dc Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Mon, 24 Mar 2025 22:37:16 +0100
Subject: [PATCH 387/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `c95fa362b3587d1822558f7e28414521075f254f` (#5068)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 6036cb21..451a49cb 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=77f9c6bbe55fccd9ea567794024cb80943947901
+CPPLLAMA_VERSION?=c95fa362b3587d1822558f7e28414521075f254f
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 5d2c53abc0f08935a8287231437321c4bf57347c Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 25 Mar 2025 10:06:24 +0100
Subject: [PATCH 388/679] chore(model gallery): add jdineen_llama-3.1-8b-think
 (#5069)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 35fc8f65..d92283f7 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -7225,6 +7225,20 @@
     - filename: HyperLlama3.1-v2.i1-Q4_K_M.gguf
       sha256: b0357b1876898c485fe0532a8fdc10a4f5a190421bd573899710072558ba330b
       uri: huggingface://mradermacher/HyperLlama3.1-v2-i1-GGUF/HyperLlama3.1-v2.i1-Q4_K_M.gguf
+- !!merge <<: *llama31
+  name: "jdineen_llama-3.1-8b-think"
+  urls:
+    - https://huggingface.co/jdineen/Llama-3.1-8B-Think
+    - https://huggingface.co/bartowski/jdineen_Llama-3.1-8B-Think-GGUF
+  description: |
+    This model is a fine-tuned version of Orenguteng/Llama-3.1-8B-Lexi-Uncensored-V2 on the jdineen/grpo-with-thinking-500-tagged dataset. It has been trained using TRL.
+  overrides:
+    parameters:
+      model: jdineen_Llama-3.1-8B-Think-Q4_K_M.gguf
+  files:
+    - filename: jdineen_Llama-3.1-8B-Think-Q4_K_M.gguf
+      sha256: 47efe28c37f12a644e02abb417c421b243e8001d3c9345dd7f650c8050ab78fc
+      uri: huggingface://bartowski/jdineen_Llama-3.1-8B-Think-GGUF/jdineen_Llama-3.1-8B-Think-Q4_K_M.gguf
 - !!merge <<: *llama33
   name: "llama-3.3-magicalgirl-2.5-i1"
   icon: https://cdn-uploads.huggingface.co/production/uploads/633e85093a17ab61de8d9073/FGK0qBGmELj6DEUxbbrdR.png

From 747eeb1d46119e708475c058c6443959be5da8cc Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 25 Mar 2025 10:09:00 +0100
Subject: [PATCH 389/679] chore(model gallery): add helpingai_helpingai3-raw
 (#5070)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index d92283f7..789d86f7 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -5117,6 +5117,20 @@
     - filename: qwen-writerdemo-7b-s500.i1-Q4_K_M.gguf
       sha256: dcc0e2dd36587fdd3ed0c8e8c215a01244f00dd85f62da23642410d0e688fe13
       uri: huggingface://mradermacher/qwen-writerdemo-7b-s500-i1-GGUF/qwen-writerdemo-7b-s500.i1-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "helpingai_helpingai3-raw"
+  urls:
+    - https://huggingface.co/HelpingAI/Helpingai3-raw
+    - https://huggingface.co/bartowski/HelpingAI_Helpingai3-raw-GGUF
+  description: |
+    The LLM model described is an emotionally intelligent, conversational and EQ-focused model developed by HelpingAI. It is based on the Helpingai3-raw model and has been quantized using the llama.cpp framework. The model is available in various quantization levels, allowing for different trade-offs between performance and size. Users can choose the appropriate quantization level based on their available RAM, VRAM, and desired performance. The model's weights are provided in .gguf format and can be downloaded from the Hugging Face model repository.
+  overrides:
+    parameters:
+      model: HelpingAI_Helpingai3-raw-Q4_K_M.gguf
+  files:
+    - filename: HelpingAI_Helpingai3-raw-Q4_K_M.gguf
+      sha256: de7a223ad397ba27c889dad08466de471166f1e76962b855c72cf6b779a7b857
+      uri: huggingface://bartowski/HelpingAI_Helpingai3-raw-GGUF/HelpingAI_Helpingai3-raw-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From e90b97c144fd9c73f325881ef53e6c020925ff88 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 25 Mar 2025 10:10:45 +0100
Subject: [PATCH 390/679] chore(model gallery): add
 alamios_mistral-small-3.1-draft-0.5b (#5071)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 17 +++++++++++++++++
 1 file changed, 17 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 789d86f7..4bc15644 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -8976,6 +8976,23 @@
     - filename: Mawdistical_Mawdistic-NightLife-24b-Q4_K_M.gguf
       sha256: f0fee87adfaa00d058002c1a4df630e504343d9e7ec24f6b7eae023376dffaf7
       uri: huggingface://bartowski/Mawdistical_Mawdistic-NightLife-24b-GGUF/Mawdistical_Mawdistic-NightLife-24b-Q4_K_M.gguf
+- !!merge <<: *mistral03
+  name: "alamios_mistral-small-3.1-draft-0.5b"
+  urls:
+    - https://huggingface.co/alamios/Mistral-Small-3.1-DRAFT-0.5B
+    - https://huggingface.co/bartowski/alamios_Mistral-Small-3.1-DRAFT-0.5B-GGUF
+  description: |
+    This model is meant to be used as draft model for speculative decoding with mistralai/Mistral-Small-3.1-24B-Instruct-2503 or mistralai/Mistral-Small-24B-Instruct-2501
+    Data info
+
+    The data are Mistral's outputs and includes all kind of tasks from various datasets in English, French, German, Spanish, Italian and Portuguese. It has been trained for 2 epochs on 20k unique examples, for a total of 12 million tokens per epoch.
+  overrides:
+    parameters:
+      model: alamios_Mistral-Small-3.1-DRAFT-0.5B-Q4_K_M.gguf
+  files:
+    - filename: alamios_Mistral-Small-3.1-DRAFT-0.5B-Q4_K_M.gguf
+      sha256: 60c67c7f3a5c6410c460b742ff9698b91980d9bb0519a91bcc0a3065fbd4aadd
+      uri: huggingface://bartowski/alamios_Mistral-Small-3.1-DRAFT-0.5B-GGUF/alamios_Mistral-Small-3.1-DRAFT-0.5B-Q4_K_M.gguf
 - &mudler
   url: "github:mudler/LocalAI/gallery/mudler.yaml@master" ### START mudler's LocalAI specific-models
   name: "LocalAI-llama3-8b-function-call-v0.2"

From 333e1bc73223ab4c0c691316fb053c96db132ab4 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Wed, 26 Mar 2025 09:51:20 +0100
Subject: [PATCH 391/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `ef19c71769681a0b3dde6bc90911728376e5d236` (#5073)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 451a49cb..ad62fa78 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=c95fa362b3587d1822558f7e28414521075f254f
+CPPLLAMA_VERSION?=ef19c71769681a0b3dde6bc90911728376e5d236
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 5f920256171a45a11e15df2d78f803c01ac38357 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Wed, 26 Mar 2025 10:19:00 +0100
Subject: [PATCH 392/679] chore(model gallery): add gemma-3-glitter-12b-i1
 (#5074)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 19 +++++++++++++++++++
 1 file changed, 19 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 4bc15644..34d9d3e9 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -316,6 +316,25 @@
     - filename: SicariusSicariiStuff_X-Ray_Alpha-Q4_K_M.gguf
       sha256: c3547fc287378cb814efc5205613c418cc0f99ef12852cce39a94e3a42e42db5
       uri: huggingface://bartowski/SicariusSicariiStuff_X-Ray_Alpha-GGUF/SicariusSicariiStuff_X-Ray_Alpha-Q4_K_M.gguf
+- !!merge <<: *gemma3
+  name: "gemma-3-glitter-12b-i1"
+  icon: https://huggingface.co/allura-org/Gemma-3-Glitter-12B/resolve/main/ComfyUI_02427_.png
+  urls:
+    - https://huggingface.co/allura-org/Gemma-3-Glitter-12B
+    - https://huggingface.co/mradermacher/Gemma-3-Glitter-12B-i1-GGUF
+  description: |
+    A creative writing model based on Gemma 3 12B IT.
+    This is a 50/50 merge of two separate trains:
+
+        ToastyPigeon/g3-12b-rp-system-v0.1 - ~13.5M tokens of instruct-based training related to RP (2:1 human to synthetic) and examples using a system prompt.
+        ToastyPigeon/g3-12b-storyteller-v0.2-textonly - ~20M tokens of completion training on long-form creative writing; 1.6M synthetic from R1, the rest human-created
+  overrides:
+    parameters:
+      model: Gemma-3-Glitter-12B.i1-Q4_K_M.gguf
+  files:
+    - filename: Gemma-3-Glitter-12B.i1-Q4_K_M.gguf
+      sha256: 875f856524e51fb0c7ddafe3d8b651a3d7077f9bdcd415e1d30abe2daef16a2d
+      uri: huggingface://mradermacher/Gemma-3-Glitter-12B-i1-GGUF/Gemma-3-Glitter-12B.i1-Q4_K_M.gguf
 - &eurollm
   name: "eurollm-9b-instruct"
   icon: https://openeurollm.eu/_next/static/media/logo-dark.e7001867.svg

From 7fa159e1644699b789586603547f491587ee9bdd Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Wed, 26 Mar 2025 14:37:30 +0100
Subject: [PATCH 393/679] chore(model gallery): add blacksheep-24b-i1 (#5075)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 16 ++++++++++++++++
 1 file changed, 16 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 34d9d3e9..aa85aa0c 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -9012,6 +9012,22 @@
     - filename: alamios_Mistral-Small-3.1-DRAFT-0.5B-Q4_K_M.gguf
       sha256: 60c67c7f3a5c6410c460b742ff9698b91980d9bb0519a91bcc0a3065fbd4aadd
       uri: huggingface://bartowski/alamios_Mistral-Small-3.1-DRAFT-0.5B-GGUF/alamios_Mistral-Small-3.1-DRAFT-0.5B-Q4_K_M.gguf
+- !!merge <<: *mistral03
+  name: "blacksheep-24b-i1"
+  url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
+  icon: https://huggingface.co/TroyDoesAI/BlackSheep-24B/resolve/main/BlackSheep.png
+  urls:
+    - https://huggingface.co/TroyDoesAI/BlackSheep-24B
+    - https://huggingface.co/mradermacher/BlackSheep-24B-i1-GGUF
+  description: |
+    A Digital Soul just going through a rebellious phase. Might be a little wild, untamed, and honestly, a little rude.
+  overrides:
+    parameters:
+      model: BlackSheep-24B.i1-Q4_K_M.gguf
+  files:
+    - filename: BlackSheep-24B.i1-Q4_K_M.gguf
+      sha256: 95ae096eca05a95591254babf81b4d5617ceebbe8eda04c6cf8968ef4a69fc80
+      uri: huggingface://mradermacher/BlackSheep-24B-i1-GGUF/BlackSheep-24B.i1-Q4_K_M.gguf
 - &mudler
   url: "github:mudler/LocalAI/gallery/mudler.yaml@master" ### START mudler's LocalAI specific-models
   name: "LocalAI-llama3-8b-function-call-v0.2"

From c069e61b2656d7c6ef2d9d851b1712adf5c3b350 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Wed, 26 Mar 2025 14:40:19 +0100
Subject: [PATCH 394/679] chore(model gallery): add textsynth-8b-i1 (#5076)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 16 ++++++++++++++++
 1 file changed, 16 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index aa85aa0c..c6f2dfe3 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -7272,6 +7272,22 @@
     - filename: jdineen_Llama-3.1-8B-Think-Q4_K_M.gguf
       sha256: 47efe28c37f12a644e02abb417c421b243e8001d3c9345dd7f650c8050ab78fc
       uri: huggingface://bartowski/jdineen_Llama-3.1-8B-Think-GGUF/jdineen_Llama-3.1-8B-Think-Q4_K_M.gguf
+- !!merge <<: *llama31
+  name: "textsynth-8b-i1"
+  urls:
+    - https://huggingface.co/theprint/TextSynth-8B
+    - https://huggingface.co/mradermacher/TextSynth-8B-i1-GGUF
+  description: |
+    This is a finetune of Llama 3.1 8B, trained on synthesizing text from two different sources. When used for other purposes, the result is a slightly more creative version of Llama 3.1, using more descriptive and evocative language in some instances.
+
+    It's great for brainstorming sessions, creative writing and free-flowing conversations. It's less good for technical documentation, email writing and that sort of thing.
+  overrides:
+    parameters:
+      model: TextSynth-8B.i1-Q4_K_M.gguf
+  files:
+    - filename: TextSynth-8B.i1-Q4_K_M.gguf
+      sha256: 9186a8cb3a797cd2cd5b2eeaee99808674d96731824a9ee45685bbf480ba56c3
+      uri: huggingface://mradermacher/TextSynth-8B-i1-GGUF/TextSynth-8B.i1-Q4_K_M.gguf
 - !!merge <<: *llama33
   name: "llama-3.3-magicalgirl-2.5-i1"
   icon: https://cdn-uploads.huggingface.co/production/uploads/633e85093a17ab61de8d9073/FGK0qBGmELj6DEUxbbrdR.png

From 3cca32ba7e9523820421a89dd40cf1d55958eddb Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Thu, 27 Mar 2025 10:47:07 +0100
Subject: [PATCH 395/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `b3298fa47a2d56ae892127ea038942ab1cada190` (#5077)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index ad62fa78..24a709c8 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=ef19c71769681a0b3dde6bc90911728376e5d236
+CPPLLAMA_VERSION?=b3298fa47a2d56ae892127ea038942ab1cada190
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 134fe2705cf17622bd7b19af3b0626da88b20348 Mon Sep 17 00:00:00 2001
From: Dave <dave@gray101.com>
Date: Thu, 27 Mar 2025 17:23:28 -0400
Subject: [PATCH 396/679] fix: ensure git-lfs is present (#5078)

devcontainer clean builds had issue with git-lfs -- should this be installed for _all_ images for safety?

Signed-off-by: Dave Lee <dave@gray101.com>
---
 Dockerfile | 1 +
 1 file changed, 1 insertion(+)

diff --git a/Dockerfile b/Dockerfile
index 2f2bcafa..64861a8a 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -24,6 +24,7 @@ RUN apt-get update && \
         ca-certificates \
         curl libssl-dev \
         git \
+        git-lfs \
         unzip upx-ucl && \
     apt-get clean && \
     rm -rf /var/lib/apt/lists/*

From 4645b3c919af83d62a589e0b4bb4025e758e2c6d Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Fri, 28 Mar 2025 00:32:33 +0100
Subject: [PATCH 397/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `5dec47dcd411fdf815a3708fd6194e2b13d19006` (#5079)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 24a709c8..ac164186 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=b3298fa47a2d56ae892127ea038942ab1cada190
+CPPLLAMA_VERSION?=5dec47dcd411fdf815a3708fd6194e2b13d19006
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 6fabc92e5653d9fa947b885fb7677739504f1ff8 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 28 Mar 2025 14:45:02 +0100
Subject: [PATCH 398/679] chore(model gallery): add
 soob3123_amoral-gemma3-12b-v2 (#5080)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 25 +++++++++++++++++++++++++
 1 file changed, 25 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index c6f2dfe3..9dff93e2 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -335,6 +335,31 @@
     - filename: Gemma-3-Glitter-12B.i1-Q4_K_M.gguf
       sha256: 875f856524e51fb0c7ddafe3d8b651a3d7077f9bdcd415e1d30abe2daef16a2d
       uri: huggingface://mradermacher/Gemma-3-Glitter-12B-i1-GGUF/Gemma-3-Glitter-12B.i1-Q4_K_M.gguf
+- !!merge <<: *gemma3
+  name: "soob3123_amoral-gemma3-12b-v2"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/62f93f9477b722f1866398c2/Isat4sbJnBZGcxZko9Huz.png
+  urls:
+    - https://huggingface.co/soob3123/amoral-gemma3-12B-v2
+    - https://huggingface.co/bartowski/soob3123_amoral-gemma3-12B-v2-GGUF
+  description: |
+      Core Function:
+
+          Produces analytically neutral responses to sensitive queries
+          Maintains factual integrity on controversial subjects
+          Avoids value-judgment phrasing patterns
+
+      Response Characteristics:
+
+          No inherent moral framing ("evil slop" reduction)
+          Emotionally neutral tone enforcement
+          Epistemic humility protocols (avoids "thrilling", "wonderful", etc.)
+  overrides:
+    parameters:
+      model: soob3123_amoral-gemma3-12B-v2-Q4_K_M.gguf
+  files:
+    - filename: soob3123_amoral-gemma3-12B-v2-Q4_K_M.gguf
+      sha256: eb5792cf73bac3dbaa39e3a79ec01a056affff4607b96f96c9b911c877d5a50a
+      uri: huggingface://bartowski/soob3123_amoral-gemma3-12B-v2-GGUF/soob3123_amoral-gemma3-12B-v2-Q4_K_M.gguf
 - &eurollm
   name: "eurollm-9b-instruct"
   icon: https://openeurollm.eu/_next/static/media/logo-dark.e7001867.svg

From c7e99c7b59e33efe9c3412b4accfd911f099f0d7 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 28 Mar 2025 14:50:39 +0100
Subject: [PATCH 399/679] chore(model gallery): gemma-3-starshine-12b-i1
 (#5081)

---
 gallery/index.yaml | 26 ++++++++++++++++++++++++++
 1 file changed, 26 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 9dff93e2..f7709c6e 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -360,6 +360,32 @@
     - filename: soob3123_amoral-gemma3-12B-v2-Q4_K_M.gguf
       sha256: eb5792cf73bac3dbaa39e3a79ec01a056affff4607b96f96c9b911c877d5a50a
       uri: huggingface://bartowski/soob3123_amoral-gemma3-12B-v2-GGUF/soob3123_amoral-gemma3-12B-v2-Q4_K_M.gguf
+- !!merge <<: *gemma3
+  name: "gemma-3-starshine-12b-i1"
+  icon: https://huggingface.co/ToastyPigeon/Gemma-3-Starshine-12B/resolve/main/modelcard_image.jpeg
+  urls:
+    - https://huggingface.co/ToastyPigeon/Gemma-3-Starshine-12B
+    - https://huggingface.co/mradermacher/Gemma-3-Starshine-12B-i1-GGUF
+  description: |
+    A creative writing model based on a merge of fine-tunes on Gemma 3 12B IT and Gemma 3 12B PT.
+
+    This is the Story Focused merge. This version works better for storytelling and scenarios, as the prose is more novel-like and it has a tendency to impersonate the user character.
+
+    See the Alternate RP Focused version as well.
+
+    This is a merge of two G3 models, one trained on instruct and one trained on base:
+
+        allura-org/Gemma-3-Glitter-12B - Itself a merge of a storywriting and RP train (both also by ToastyPigeon), on instruct
+        ToastyPigeon/Gemma-3-Confetti-12B - Experimental application of the Glitter data using base instead of instruct, additionally includes some adventure data in the form of SpringDragon.
+
+    The result is a lovely blend of Glitter's ability to follow instructions and Confetti's free-spirit prose, effectively 'loosening up' much of the hesitancy that was left in Glitter.
+  overrides:
+    parameters:
+      model: Gemma-3-Starshine-12B.i1-Q4_K_M.gguf
+  files:
+    - filename: Gemma-3-Starshine-12B.i1-Q4_K_M.gguf
+      sha256: 4c35a678e3784e20a8d85d4e7045d965509a1a71305a0da105fc5991ba7d6dc4
+      uri: huggingface://mradermacher/Gemma-3-Starshine-12B-i1-GGUF/Gemma-3-Starshine-12B.i1-Q4_K_M.gguf
 - &eurollm
   name: "eurollm-9b-instruct"
   icon: https://openeurollm.eu/_next/static/media/logo-dark.e7001867.svg

From ddeb9ed93e755effc55262f6b41de9a2a354c75c Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 28 Mar 2025 15:08:33 +0100
Subject: [PATCH 400/679] chore(model gallery):
 qwen2.5-14b-instruct-1m-unalign-i1 (#5082)

---
 gallery/index.yaml | 18 ++++++++++++++++++
 1 file changed, 18 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index f7709c6e..c601e677 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -5201,6 +5201,24 @@
     - filename: HelpingAI_Helpingai3-raw-Q4_K_M.gguf
       sha256: de7a223ad397ba27c889dad08466de471166f1e76962b855c72cf6b779a7b857
       uri: huggingface://bartowski/HelpingAI_Helpingai3-raw-GGUF/HelpingAI_Helpingai3-raw-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "qwen2.5-14b-instruct-1m-unalign-i1"
+  urls:
+    - https://huggingface.co/ToastyPigeon/Qwen2.5-14B-Instruct-1M-Unalign
+    - https://huggingface.co/mradermacher/Qwen2.5-14B-Instruct-1M-Unalign-i1-GGUF
+  description: |
+    A simple unalignment fine-tune on ~900k tokens aiming to make the model more compliant and willing to handle user requests.
+
+    This is the same unalignment training seen in concedo/Beepo-22B, so big thanks to concedo for the dataset.
+
+    Chat template is same as the original, ChatML.
+  overrides:
+    parameters:
+      model: Qwen2.5-14B-Instruct-1M-Unalign.i1-Q4_K_M.gguf
+  files:
+    - filename: Qwen2.5-14B-Instruct-1M-Unalign.i1-Q4_K_M.gguf
+      sha256: 11b2eb96a8a4d512fceb3344dccc694972801c964cf748d723fdf436bc368915
+      uri: huggingface://mradermacher/Qwen2.5-14B-Instruct-1M-Unalign-i1-GGUF/Qwen2.5-14B-Instruct-1M-Unalign.i1-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From f926d2a72b9b8a1d49acc12582c0392ba549b3da Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 28 Mar 2025 15:11:54 +0100
Subject: [PATCH 401/679] chore(model gallery):
 thoughtless-fallen-abomination-70b-r1-v4.1-i1 (#5083)

---
 gallery/index.yaml | 18 ++++++++++++++++++
 1 file changed, 18 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index c601e677..456c2474 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -7799,6 +7799,24 @@
     - filename: knoveleng_Open-RS3-Q4_K_M.gguf
       sha256: 599ab49d78949e62e37c5e37b0c313626d066ca614020b9b17c2b5bbcf18ea7f
       uri: huggingface://bartowski/knoveleng_Open-RS3-GGUF/knoveleng_Open-RS3-Q4_K_M.gguf
+- !!merge <<: *deepseek-r1
+  name: "thoughtless-fallen-abomination-70b-r1-v4.1-i1"
+  icon: https://huggingface.co/ReadyArt/Thoughtless-Fallen-Abomination-70B-R1-v4.1/resolve/main/waifu2.webp
+  urls:
+    - https://huggingface.co/ReadyArt/Thoughtless-Fallen-Abomination-70B-R1-v4.1
+    - https://huggingface.co/mradermacher/Thoughtless-Fallen-Abomination-70B-R1-v4.1-i1-GGUF
+  description: |
+      ReadyArt/Thoughtless-Fallen-Abomination-70B-R1-v4.1 benefits from the coherence and well rounded roleplay experience of TheDrummer/Fallen-Llama-3.3-R1-70B-v1. We've:
+          🔁 Re-integrated your favorite V1.2 scenarios (now with better kink distribution)
+          🧪 Direct-injected the Abomination dataset into the model's neural pathways
+          ⚖️ Achieved perfect balance between "oh my" and "oh my"
+  overrides:
+    parameters:
+      model: Thoughtless-Fallen-Abomination-70B-R1-v4.1.i1-Q4_K_M.gguf
+  files:
+    - filename: Thoughtless-Fallen-Abomination-70B-R1-v4.1.i1-Q4_K_M.gguf
+      sha256: 96d1707b6d018791cab4da77a5065ceda421d8180ab9ffa232aefa15757bd63a
+      uri: huggingface://mradermacher/Thoughtless-Fallen-Abomination-70B-R1-v4.1-i1-GGUF/Thoughtless-Fallen-Abomination-70B-R1-v4.1.i1-Q4_K_M.gguf
 - &qwen2
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master" ## Start QWEN2
   name: "qwen2-7b-instruct"

From 994a6c4939d8cb86f74d322c6159239fdeb443bb Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 28 Mar 2025 15:20:38 +0100
Subject: [PATCH 402/679] chore(model gallery): fallen-safeword-70b-r1-v4.1
 (#5084)

---
 gallery/index.yaml | 18 ++++++++++++++++++
 1 file changed, 18 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 456c2474..e4c57fa2 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -7817,6 +7817,24 @@
     - filename: Thoughtless-Fallen-Abomination-70B-R1-v4.1.i1-Q4_K_M.gguf
       sha256: 96d1707b6d018791cab4da77a5065ceda421d8180ab9ffa232aefa15757bd63a
       uri: huggingface://mradermacher/Thoughtless-Fallen-Abomination-70B-R1-v4.1-i1-GGUF/Thoughtless-Fallen-Abomination-70B-R1-v4.1.i1-Q4_K_M.gguf
+- !!merge <<: *deepseek-r1
+  name: "fallen-safeword-70b-r1-v4.1"
+  icon: https://huggingface.co/ReadyArt/Fallen-Safeword-70B-R1-v4.1/resolve/main/waifu2.webp
+  urls:
+    - https://huggingface.co/ReadyArt/Fallen-Safeword-70B-R1-v4.1
+    - https://huggingface.co/mradermacher/Fallen-Safeword-70B-R1-v4.1-GGUF
+  description: |
+        ReadyArt/Fallen-Safeword-70B-R1-v4.1 isn't just a model - is the event horizon of depravity trained on TheDrummer/Fallen-Llama-3.3-R1-70B-v1. We've:
+            🔁 Re-integrated your favorite V1.2 scenarios (now with better kink distribution)
+            🧪 Direct-injected the Safeword dataset into the model's neural pathways
+            ⚖️ Achieved perfect balance between "oh my" and "oh my"
+  overrides:
+    parameters:
+      model: Fallen-Safeword-70B-R1-v4.1.Q4_K_M.gguf
+  files:
+    - filename: Fallen-Safeword-70B-R1-v4.1.Q4_K_M.gguf
+      sha256: aed6bd5bb03b7bd886939237bc10ea6331d4feb5a3b6712e0c5474a778acf817
+      uri: huggingface://mradermacher/Fallen-Safeword-70B-R1-v4.1-GGUF/Fallen-Safeword-70B-R1-v4.1.Q4_K_M.gguf
 - &qwen2
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master" ## Start QWEN2
   name: "qwen2-7b-instruct"

From c965197d6fe21125bd03f2409733f59afe1105bc Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Fri, 28 Mar 2025 22:37:18 +0100
Subject: [PATCH 403/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `b4ae50810e4304d052e630784c14bde7e79e4132` (#5085)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index ac164186..397f2e63 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=5dec47dcd411fdf815a3708fd6194e2b13d19006
+CPPLLAMA_VERSION?=b4ae50810e4304d052e630784c14bde7e79e4132
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 22d5727089c0725d68c921b4d87c9c6529c66cf4 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 29 Mar 2025 11:27:06 +0100
Subject: [PATCH 404/679] chore(model gallery): add
 tarek07_legion-v2.1-llama-70b (#5087)

---
 gallery/index.yaml | 42 ++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 42 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index e4c57fa2..c60a946a 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -1315,6 +1315,48 @@
     - filename: Sao10K_Llama-3.3-70B-Vulpecula-r1-Q4_K_M.gguf
       sha256: 817073c85286c25a9373f330aad32b503e6c13d626a3fbee926d96a7ab866845
       uri: huggingface://bartowski/Sao10K_Llama-3.3-70B-Vulpecula-r1-GGUF/Sao10K_Llama-3.3-70B-Vulpecula-r1-Q4_K_M.gguf
+- !!merge <<: *llama33
+  name: "tarek07_legion-v2.1-llama-70b"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/64909c086073a0cd172d0411/mqajIk-EsgQ0ZVAZJ4trP.png
+  urls:
+    - https://huggingface.co/Tarek07/Legion-V2.1-LLaMa-70B
+    - https://huggingface.co/bartowski/Tarek07_Legion-V2.1-LLaMa-70B-GGUF
+  description: |
+    My biggest merge yet, consisting of a total of 20 specially curated models. My methodology in approaching this was to create 5 highly specialized models:
+
+    A completely uncensored base A very intelligent model based on UGI, Willingness and NatInt scores on the UGI Leaderboard A highly descriptive writing model, specializing in creative and natural prose A RP model specially merged with fine-tuned models that use a lot of RP datasets The secret ingredient: A completely unhinged, uncensored final model
+
+    These five models went through a series of iterations until I got something I thought worked well and then combined them to make LEGION.
+
+    The full list of models used in this merge is below:
+
+        TheDrummer/Fallen-Llama-3.3-R1-70B-v1
+        Sao10K/Llama-3.3-70B-Vulpecula-r1
+        Sao10K/L3-70B-Euryale-v2.1
+        SicariusSicariiStuff/Negative_LLAMA_70B
+        allura-org/Bigger-Body-70b
+        Sao10K/70B-L3.3-mhnnn-x1
+        Sao10K/L3.3-70B-Euryale-v2.3
+        Doctor-Shotgun/L3.3-70B-Magnum-v4-SE
+        Sao10K/L3.1-70B-Hanami-x1
+        Sao10K/70B-L3.3-Cirrus-x1
+        EVA-UNIT-01/EVA-LLaMA-3.33-70B-v0.1
+        TheDrummer/Anubis-70B-v1
+        ArliAI/Llama-3.3-70B-ArliAI-RPMax-v1.4
+        LatitudeGames/Wayfarer-Large-70B-Llama-3.3
+        NeverSleep/Lumimaid-v0.2-70B
+        mlabonne/Hermes-3-Llama-3.1-70B-lorablated
+        ReadyArt/Forgotten-Safeword-70B-3.6
+        ReadyArt/Fallen-Abomination-70B-R1-v4.1
+        ReadyArt/Fallen-Safeword-70B-R1-v4.1
+        huihui-ai/Llama-3.3-70B-Instruct-abliterated
+  overrides:
+    parameters:
+      model: Tarek07_Legion-V2.1-LLaMa-70B-Q4_K_M.gguf
+  files:
+    - filename: Tarek07_Legion-V2.1-LLaMa-70B-Q4_K_M.gguf
+      sha256: 8f3de344ba83705f9491c2ed354fd6131a05946fca2eceae495b6fc67a7dbe7a
+      uri: huggingface://bartowski/Tarek07_Legion-V2.1-LLaMa-70B-GGUF/Tarek07_Legion-V2.1-LLaMa-70B-Q4_K_M.gguf
 - &rwkv
   url: "github:mudler/LocalAI/gallery/rwkv.yaml@master"
   name: "rwkv-6-world-7b"

From 5d261a6fcd474a6a0e699e2e3a9861f42056353f Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 29 Mar 2025 11:53:47 +0100
Subject: [PATCH 405/679] chore(model gallery): add tesslate_tessa-t1-32b
 (#5088)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 20 ++++++++++++++++++++
 1 file changed, 20 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index c60a946a..8d325252 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -5261,6 +5261,26 @@
     - filename: Qwen2.5-14B-Instruct-1M-Unalign.i1-Q4_K_M.gguf
       sha256: 11b2eb96a8a4d512fceb3344dccc694972801c964cf748d723fdf436bc368915
       uri: huggingface://mradermacher/Qwen2.5-14B-Instruct-1M-Unalign-i1-GGUF/Qwen2.5-14B-Instruct-1M-Unalign.i1-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "tesslate_tessa-t1-32b"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/64d1129297ca59bcf7458d07/I7XzH-NMKUshcGU86u6VA.png
+  urls:
+    - https://huggingface.co/Tesslate/Tessa-T1-32B
+    - https://huggingface.co/bartowski/Tesslate_Tessa-T1-32B-GGUF
+  description: |
+   Tessa-T1 is an innovative transformer-based React reasoning model, fine-tuned from the powerful Qwen2.5-Coder-32B-Instruct base model. Designed specifically for React frontend development, Tessa-T1 leverages advanced reasoning to autonomously generate well-structured, semantic React components. Its integration into agent systems makes it a powerful tool for automating web interface development and frontend code intelligence.
+    Model Highlights
+
+        React-specific Reasoning: Accurately generates functional and semantic React components.
+        Agent Integration: Seamlessly fits into AI-driven coding agents and autonomous frontend systems.
+        Context-Aware Generation: Effectively understands and utilizes UI context to provide relevant code solutions.
+  overrides:
+    parameters:
+      model: Tesslate_Tessa-T1-32B-Q4_K_M.gguf
+  files:
+    - filename: Tesslate_Tessa-T1-32B-Q4_K_M.gguf
+      sha256: e52a2a0a877ce1de78f2ea472c9e3bc7a0c20d6998423e9d99a59175809d3a22
+      uri: huggingface://bartowski/Tesslate_Tessa-T1-32B-GGUF/Tesslate_Tessa-T1-32B-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From 8faf39d34ee8dc117c34018b81983c7f63c4599e Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 29 Mar 2025 11:58:39 +0100
Subject: [PATCH 406/679] chore(model gallery): add tesslate_tessa-t1-14b
 (#5090)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 20 ++++++++++++++++++++
 1 file changed, 20 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 8d325252..866fc577 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -5281,6 +5281,26 @@
     - filename: Tesslate_Tessa-T1-32B-Q4_K_M.gguf
       sha256: e52a2a0a877ce1de78f2ea472c9e3bc7a0c20d6998423e9d99a59175809d3a22
       uri: huggingface://bartowski/Tesslate_Tessa-T1-32B-GGUF/Tesslate_Tessa-T1-32B-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "tesslate_tessa-t1-14b"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/64d1129297ca59bcf7458d07/I7XzH-NMKUshcGU86u6VA.png
+  urls:
+    - https://huggingface.co/Tesslate/Tessa-T1-14B
+    - https://huggingface.co/bartowski/Tesslate_Tessa-T1-14B-GGUF
+  description: |
+   Tessa-T1 is an innovative transformer-based React reasoning model, fine-tuned from the powerful Qwen2.5-Coder-14B-Instruct base model. Designed specifically for React frontend development, Tessa-T1 leverages advanced reasoning to autonomously generate well-structured, semantic React components. Its integration into agent systems makes it a powerful tool for automating web interface development and frontend code intelligence.
+    Model Highlights
+
+        React-specific Reasoning: Accurately generates functional and semantic React components.
+        Agent Integration: Seamlessly fits into AI-driven coding agents and autonomous frontend systems.
+        Context-Aware Generation: Effectively understands and utilizes UI context to provide relevant code solutions.
+  overrides:
+    parameters:
+      model: Tesslate_Tessa-T1-14B-Q4_K_M.gguf
+  files:
+    - filename: Tesslate_Tessa-T1-14B-Q4_K_M.gguf
+      sha256: 1b35ff651b9c1e4538d10e3117390ae36094b6455a9f937a4f3ab72162125bca
+      uri: huggingface://bartowski/Tesslate_Tessa-T1-14B-GGUF/Tesslate_Tessa-T1-14B-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From 699519d1feca42e34f17ac49d3c5d7fdee187347 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 29 Mar 2025 12:12:01 +0100
Subject: [PATCH 407/679] chore(model gallery): add tesslate_tessa-t1-7b
 (#5091)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 20 ++++++++++++++++++++
 1 file changed, 20 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 866fc577..e1b07470 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -5301,6 +5301,26 @@
     - filename: Tesslate_Tessa-T1-14B-Q4_K_M.gguf
       sha256: 1b35ff651b9c1e4538d10e3117390ae36094b6455a9f937a4f3ab72162125bca
       uri: huggingface://bartowski/Tesslate_Tessa-T1-14B-GGUF/Tesslate_Tessa-T1-14B-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "tesslate_tessa-t1-7b"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/64d1129297ca59bcf7458d07/I7XzH-NMKUshcGU86u6VA.png
+  urls:
+    - https://huggingface.co/Tesslate/Tessa-T1-7B
+    - https://huggingface.co/bartowski/Tesslate_Tessa-T1-7B-GGUF
+  description: |
+   Tessa-T1 is an innovative transformer-based React reasoning model, fine-tuned from the powerful Qwen2.5-Coder-7B-Instruct base model. Designed specifically for React frontend development, Tessa-T1 leverages advanced reasoning to autonomously generate well-structured, semantic React components. Its integration into agent systems makes it a powerful tool for automating web interface development and frontend code intelligence.
+    Model Highlights
+
+        React-specific Reasoning: Accurately generates functional and semantic React components.
+        Agent Integration: Seamlessly fits into AI-driven coding agents and autonomous frontend systems.
+        Context-Aware Generation: Effectively understands and utilizes UI context to provide relevant code solutions.
+  overrides:
+    parameters:
+      model: Tesslate_Tessa-T1-7B-Q4_K_M.gguf
+  files:
+    - filename: Tesslate_Tessa-T1-7B-Q4_K_M.gguf
+      sha256: 7968332d01b5479dee99aff7c9764b9e61c2a6d2828c266163596dd783bdee18
+      uri: huggingface://bartowski/Tesslate_Tessa-T1-7B-GGUF/Tesslate_Tessa-T1-7B-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From 77d7dc62c42f80c6c958d43d28104d4494cecec3 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 29 Mar 2025 12:15:28 +0100
Subject: [PATCH 408/679] chore(model gallery): add tesslate_tessa-t1-3b
 (#5092)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 20 ++++++++++++++++++++
 1 file changed, 20 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index e1b07470..ad52f97b 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -5321,6 +5321,26 @@
     - filename: Tesslate_Tessa-T1-7B-Q4_K_M.gguf
       sha256: 7968332d01b5479dee99aff7c9764b9e61c2a6d2828c266163596dd783bdee18
       uri: huggingface://bartowski/Tesslate_Tessa-T1-7B-GGUF/Tesslate_Tessa-T1-7B-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "tesslate_tessa-t1-3b"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/64d1129297ca59bcf7458d07/I7XzH-NMKUshcGU86u6VA.png
+  urls:
+    - https://huggingface.co/Tesslate/Tessa-T1-3B
+    - https://huggingface.co/bartowski/Tesslate_Tessa-T1-3B-GGUF
+  description: |
+   Tessa-T1 is an innovative transformer-based React reasoning model, fine-tuned from the powerful Qwen2.5-Coder-3B-Instruct base model. Designed specifically for React frontend development, Tessa-T1 leverages advanced reasoning to autonomously generate well-structured, semantic React components. Its integration into agent systems makes it a powerful tool for automating web interface development and frontend code intelligence.
+    Model Highlights
+
+        React-specific Reasoning: Accurately generates functional and semantic React components.
+        Agent Integration: Seamlessly fits into AI-driven coding agents and autonomous frontend systems.
+        Context-Aware Generation: Effectively understands and utilizes UI context to provide relevant code solutions.
+  overrides:
+    parameters:
+      model: Tesslate_Tessa-T1-3B-Q4_K_M.gguf
+  files:
+    - filename: Tesslate_Tessa-T1-3B-Q4_K_M.gguf
+      sha256: d6b9d31d78d36094cab2725a7df318f8f3556990df736a21998c952d9a6ee0bf
+      uri: huggingface://bartowski/Tesslate_Tessa-T1-3B-GGUF/Tesslate_Tessa-T1-3B-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From 679ee7bea4a2f23d1822f631babf1c378e5191c9 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 29 Mar 2025 12:34:49 +0100
Subject: [PATCH 409/679] chore(model gallery): add
 chaoticneutrals_very_berry_qwen2_7b (#5093)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index ad52f97b..f881b0d8 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -5341,6 +5341,21 @@
     - filename: Tesslate_Tessa-T1-3B-Q4_K_M.gguf
       sha256: d6b9d31d78d36094cab2725a7df318f8f3556990df736a21998c952d9a6ee0bf
       uri: huggingface://bartowski/Tesslate_Tessa-T1-3B-GGUF/Tesslate_Tessa-T1-3B-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "chaoticneutrals_very_berry_qwen2_7b"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/626dfb8786671a29c715f8a9/1J817kx3zZccf5yvQYiGM.png
+  urls:
+    - https://huggingface.co/ChaoticNeutrals/Very_Berry_Qwen2_7B
+    - https://huggingface.co/bartowski/ChaoticNeutrals_Very_Berry_Qwen2_7B-GGUF
+  description: |
+    It do the stuff.
+  overrides:
+    parameters:
+      model: ChaoticNeutrals_Very_Berry_Qwen2_7B-Q4_K_M.gguf
+  files:
+    - filename: ChaoticNeutrals_Very_Berry_Qwen2_7B-Q4_K_M.gguf
+      sha256: cbda41c638c23a3e8e9fb33c27ca0d0a0ee044b6813941a0017fd46369a35ec5
+      uri: huggingface://bartowski/ChaoticNeutrals_Very_Berry_Qwen2_7B-GGUF/ChaoticNeutrals_Very_Berry_Qwen2_7B-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From 9c74d74f7bb0d05de4dd42ae2a8976eb06fe865c Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 29 Mar 2025 14:42:14 +0100
Subject: [PATCH 410/679] feat(gguf): guess default context size from file
 (#5089)

feat(gguf): guess default config file from files

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 core/cli/run.go               |   2 +-
 core/config/backend_config.go |  12 +-
 core/config/gguf.go           | 253 ++++++++++++++++++++++++++++++++++
 core/config/guesser.go        | 239 ++------------------------------
 4 files changed, 264 insertions(+), 242 deletions(-)
 create mode 100644 core/config/gguf.go

diff --git a/core/cli/run.go b/core/cli/run.go
index 3162ef14..b245da67 100644
--- a/core/cli/run.go
+++ b/core/cli/run.go
@@ -38,7 +38,7 @@ type RunCMD struct {
 
 	F16         bool `name:"f16" env:"LOCALAI_F16,F16" help:"Enable GPU acceleration" group:"performance"`
 	Threads     int  `env:"LOCALAI_THREADS,THREADS" short:"t" help:"Number of threads used for parallel computation. Usage of the number of physical cores in the system is suggested" group:"performance"`
-	ContextSize int  `env:"LOCALAI_CONTEXT_SIZE,CONTEXT_SIZE" default:"512" help:"Default context size for models" group:"performance"`
+	ContextSize int  `env:"LOCALAI_CONTEXT_SIZE,CONTEXT_SIZE" help:"Default context size for models" group:"performance"`
 
 	Address                            string   `env:"LOCALAI_ADDRESS,ADDRESS" default:":8080" help:"Bind address for the API server" group:"api"`
 	CORS                               bool     `env:"LOCALAI_CORS,CORS" help:"" group:"api"`
diff --git a/core/config/backend_config.go b/core/config/backend_config.go
index 56ffa38c..f7a6897c 100644
--- a/core/config/backend_config.go
+++ b/core/config/backend_config.go
@@ -389,16 +389,6 @@ func (cfg *BackendConfig) SetDefaults(opts ...ConfigLoaderOption) {
 		cfg.Embeddings = &falseV
 	}
 
-	// Value passed by the top level are treated as default (no implicit defaults)
-	// defaults are set by the user
-	if ctx == 0 {
-		ctx = 1024
-	}
-
-	if cfg.ContextSize == nil {
-		cfg.ContextSize = &ctx
-	}
-
 	if threads == 0 {
 		// Threads can't be 0
 		threads = 4
@@ -420,7 +410,7 @@ func (cfg *BackendConfig) SetDefaults(opts ...ConfigLoaderOption) {
 		cfg.Debug = &trueV
 	}
 
-	guessDefaultsFromFile(cfg, lo.modelPath)
+	guessDefaultsFromFile(cfg, lo.modelPath, ctx)
 }
 
 func (c *BackendConfig) Validate() bool {
diff --git a/core/config/gguf.go b/core/config/gguf.go
new file mode 100644
index 00000000..cf9eacaa
--- /dev/null
+++ b/core/config/gguf.go
@@ -0,0 +1,253 @@
+package config
+
+import (
+	"strings"
+
+	"github.com/rs/zerolog/log"
+
+	gguf "github.com/thxcode/gguf-parser-go"
+)
+
+type familyType uint8
+
+const (
+	Unknown familyType = iota
+	LLaMa3
+	CommandR
+	Phi3
+	ChatML
+	Mistral03
+	Gemma
+	DeepSeek2
+)
+
+const (
+	defaultContextSize = 1024
+)
+
+type settingsConfig struct {
+	StopWords      []string
+	TemplateConfig TemplateConfig
+	RepeatPenalty  float64
+}
+
+// default settings to adopt with a given model family
+var defaultsSettings map[familyType]settingsConfig = map[familyType]settingsConfig{
+	Gemma: {
+		RepeatPenalty: 1.0,
+		StopWords:     []string{"<|im_end|>", "<end_of_turn>", "<start_of_turn>"},
+		TemplateConfig: TemplateConfig{
+			Chat:        "{{.Input }}\n<start_of_turn>model\n",
+			ChatMessage: "<start_of_turn>{{if eq .RoleName \"assistant\" }}model{{else}}{{ .RoleName }}{{end}}\n{{ if .Content -}}\n{{.Content -}}\n{{ end -}}<end_of_turn>",
+			Completion:  "{{.Input}}",
+		},
+	},
+	DeepSeek2: {
+		StopWords: []string{"<｜end▁of▁sentence｜>"},
+		TemplateConfig: TemplateConfig{
+			ChatMessage: `{{if eq .RoleName "user" -}}User: {{.Content }}
+{{ end -}}
+{{if eq .RoleName "assistant" -}}Assistant: {{.Content}}<｜end▁of▁sentence｜>{{end}}
+{{if eq .RoleName "system" -}}{{.Content}}
+{{end -}}`,
+			Chat: "{{.Input -}}\nAssistant: ",
+		},
+	},
+	LLaMa3: {
+		StopWords: []string{"<|eot_id|>"},
+		TemplateConfig: TemplateConfig{
+			Chat:        "<|begin_of_text|>{{.Input }}\n<|start_header_id|>assistant<|end_header_id|>",
+			ChatMessage: "<|start_header_id|>{{ .RoleName }}<|end_header_id|>\n\n{{.Content }}<|eot_id|>",
+		},
+	},
+	CommandR: {
+		TemplateConfig: TemplateConfig{
+			Chat: "{{.Input -}}<|START_OF_TURN_TOKEN|><|CHATBOT_TOKEN|>",
+			Functions: `<|START_OF_TURN_TOKEN|><|SYSTEM_TOKEN|>
+You are a function calling AI model, you can call the following functions:
+## Available Tools
+{{range .Functions}}
+- {"type": "function", "function": {"name": "{{.Name}}", "description": "{{.Description}}", "parameters": {{toJson .Parameters}} }}
+{{end}}
+When using a tool, reply with JSON, for instance {"name": "tool_name", "arguments": {"param1": "value1", "param2": "value2"}}
+<|END_OF_TURN_TOKEN|><|START_OF_TURN_TOKEN|><|CHATBOT_TOKEN|>{{.Input -}}`,
+			ChatMessage: `{{if eq .RoleName "user" -}}
+<|START_OF_TURN_TOKEN|><|USER_TOKEN|>{{.Content}}<|END_OF_TURN_TOKEN|>
+{{- else if eq .RoleName "system" -}}
+<|START_OF_TURN_TOKEN|><|SYSTEM_TOKEN|>{{.Content}}<|END_OF_TURN_TOKEN|>
+{{- else if eq .RoleName "assistant" -}}
+<|START_OF_TURN_TOKEN|><|CHATBOT_TOKEN|>{{.Content}}<|END_OF_TURN_TOKEN|>
+{{- else if eq .RoleName "tool" -}}
+<|START_OF_TURN_TOKEN|><|SYSTEM_TOKEN|>{{.Content}}<|END_OF_TURN_TOKEN|>
+{{- else if .FunctionCall -}}
+<|START_OF_TURN_TOKEN|><|CHATBOT_TOKEN|>{{toJson .FunctionCall}}}<|END_OF_TURN_TOKEN|>
+{{- end -}}`,
+		},
+		StopWords: []string{"<|END_OF_TURN_TOKEN|>"},
+	},
+	Phi3: {
+		TemplateConfig: TemplateConfig{
+			Chat:        "{{.Input}}\n<|assistant|>",
+			ChatMessage: "<|{{ .RoleName }}|>\n{{.Content}}<|end|>",
+			Completion:  "{{.Input}}",
+		},
+		StopWords: []string{"<|end|>", "<|endoftext|>"},
+	},
+	ChatML: {
+		TemplateConfig: TemplateConfig{
+			Chat: "{{.Input -}}\n<|im_start|>assistant",
+			Functions: `<|im_start|>system
+You are a function calling AI model. You are provided with functions to execute. You may call one or more functions to assist with the user query. Don't make assumptions about what values to plug into functions. Here are the available tools:
+{{range .Functions}}
+{'type': 'function', 'function': {'name': '{{.Name}}', 'description': '{{.Description}}', 'parameters': {{toJson .Parameters}} }}
+{{end}}
+For each function call return a json object with function name and arguments
+<|im_end|>
+{{.Input -}}
+<|im_start|>assistant`,
+			ChatMessage: `<|im_start|>{{ .RoleName }}
+{{ if .FunctionCall -}}
+Function call:
+{{ else if eq .RoleName "tool" -}}
+Function response:
+{{ end -}}
+{{ if .Content -}}
+{{.Content }}
+{{ end -}}
+{{ if .FunctionCall -}}
+{{toJson .FunctionCall}}
+{{ end -}}<|im_end|>`,
+		},
+		StopWords: []string{"<|im_end|>", "<dummy32000>", "</s>"},
+	},
+	Mistral03: {
+		TemplateConfig: TemplateConfig{
+			Chat:      "{{.Input -}}",
+			Functions: `[AVAILABLE_TOOLS] [{{range .Functions}}{"type": "function", "function": {"name": "{{.Name}}", "description": "{{.Description}}", "parameters": {{toJson .Parameters}} }}{{end}} ] [/AVAILABLE_TOOLS]{{.Input }}`,
+			ChatMessage: `{{if eq .RoleName "user" -}}
+[INST] {{.Content }} [/INST]
+{{- else if .FunctionCall -}}
+[TOOL_CALLS] {{toJson .FunctionCall}} [/TOOL_CALLS]
+{{- else if eq .RoleName "tool" -}}
+[TOOL_RESULTS] {{.Content}} [/TOOL_RESULTS]
+{{- else -}}
+{{ .Content -}}
+{{ end -}}`,
+		},
+		StopWords: []string{"<|im_end|>", "<dummy32000>", "</tool_call>", "<|eot_id|>", "<|end_of_text|>", "</s>", "[/TOOL_CALLS]", "[/ACTIONS]"},
+	},
+}
+
+// this maps well known template used in HF to model families defined above
+var knownTemplates = map[string]familyType{
+	`{% if messages[0]['role'] == 'system' %}{% set system_message = messages[0]['content'] %}{% endif %}{% if system_message is defined %}{{ system_message }}{% endif %}{% for message in messages %}{% set content = message['content'] %}{% if message['role'] == 'user' %}{{ '<|im_start|>user\n' + content + '<|im_end|>\n<|im_start|>assistant\n' }}{% elif message['role'] == 'assistant' %}{{ content + '<|im_end|>' + '\n' }}{% endif %}{% endfor %}`:                              ChatML,
+	`{{ bos_token }}{% for message in messages %}{% if (message['role'] == 'user') != (loop.index0 % 2 == 0) %}{{ raise_exception('Conversation roles must alternate user/assistant/user/assistant/...') }}{% endif %}{% if message['role'] == 'user' %}{{ '[INST] ' + message['content'] + ' [/INST]' }}{% elif message['role'] == 'assistant' %}{{ message['content'] + eos_token}}{% else %}{{ raise_exception('Only user and assistant roles are supported!') }}{% endif %}{% endfor %}`: Mistral03,
+}
+
+func guessGGUFFromFile(cfg *BackendConfig, f *gguf.GGUFFile, defaultCtx int) {
+
+	if defaultCtx == 0 && cfg.ContextSize == nil {
+		ctxSize := f.EstimateLLaMACppUsage().ContextSize
+		if ctxSize > 0 {
+			cSize := int(ctxSize)
+			cfg.ContextSize = &cSize
+		} else {
+			defaultCtx = defaultContextSize
+			cfg.ContextSize = &defaultCtx
+		}
+	}
+
+	if cfg.HasTemplate() {
+		// nothing to guess here
+		log.Debug().Any("name", cfg.Name).Msgf("guessDefaultsFromFile: %s", "template already set")
+		return
+	}
+
+	log.Debug().
+		Any("eosTokenID", f.Tokenizer().EOSTokenID).
+		Any("bosTokenID", f.Tokenizer().BOSTokenID).
+		Any("modelName", f.Model().Name).
+		Any("architecture", f.Architecture().Architecture).Msgf("Model file loaded: %s", cfg.ModelFileName())
+
+	// guess the name
+	if cfg.Name == "" {
+		cfg.Name = f.Model().Name
+	}
+
+	family := identifyFamily(f)
+
+	if family == Unknown {
+		log.Debug().Msgf("guessDefaultsFromFile: %s", "family not identified")
+		return
+	}
+
+	// identify template
+	settings, ok := defaultsSettings[family]
+	if ok {
+		cfg.TemplateConfig = settings.TemplateConfig
+		log.Debug().Any("family", family).Msgf("guessDefaultsFromFile: guessed template %+v", cfg.TemplateConfig)
+		if len(cfg.StopWords) == 0 {
+			cfg.StopWords = settings.StopWords
+		}
+		if cfg.RepeatPenalty == 0.0 {
+			cfg.RepeatPenalty = settings.RepeatPenalty
+		}
+	} else {
+		log.Debug().Any("family", family).Msgf("guessDefaultsFromFile: no template found for family")
+	}
+
+	if cfg.HasTemplate() {
+		return
+	}
+
+	// identify from well known templates first, otherwise use the raw jinja template
+	chatTemplate, found := f.Header.MetadataKV.Get("tokenizer.chat_template")
+	if found {
+		// try to use the jinja template
+		cfg.TemplateConfig.JinjaTemplate = true
+		cfg.TemplateConfig.ChatMessage = chatTemplate.ValueString()
+	}
+}
+
+func identifyFamily(f *gguf.GGUFFile) familyType {
+
+	// identify from well known templates first
+	chatTemplate, found := f.Header.MetadataKV.Get("tokenizer.chat_template")
+	if found && chatTemplate.ValueString() != "" {
+		if family, ok := knownTemplates[chatTemplate.ValueString()]; ok {
+			return family
+		}
+	}
+
+	// otherwise try to identify from the model properties
+	arch := f.Architecture().Architecture
+	eosTokenID := f.Tokenizer().EOSTokenID
+	bosTokenID := f.Tokenizer().BOSTokenID
+
+	isYI := arch == "llama" && bosTokenID == 1 && eosTokenID == 2
+	// WTF! Mistral0.3 and isYi have same bosTokenID and eosTokenID
+
+	llama3 := arch == "llama" && eosTokenID == 128009
+	commandR := arch == "command-r" && eosTokenID == 255001
+	qwen2 := arch == "qwen2"
+	phi3 := arch == "phi-3"
+	gemma := strings.HasPrefix(arch, "gemma") || strings.Contains(strings.ToLower(f.Model().Name), "gemma")
+	deepseek2 := arch == "deepseek2"
+
+	switch {
+	case deepseek2:
+		return DeepSeek2
+	case gemma:
+		return Gemma
+	case llama3:
+		return LLaMa3
+	case commandR:
+		return CommandR
+	case phi3:
+		return Phi3
+	case qwen2, isYI:
+		return ChatML
+	default:
+		return Unknown
+	}
+}
diff --git a/core/config/guesser.go b/core/config/guesser.go
index 9c3ad59d..b7fb23de 100644
--- a/core/config/guesser.go
+++ b/core/config/guesser.go
@@ -3,147 +3,12 @@ package config
 import (
 	"os"
 	"path/filepath"
-	"strings"
 
 	"github.com/rs/zerolog/log"
-
 	gguf "github.com/thxcode/gguf-parser-go"
 )
 
-type familyType uint8
-
-const (
-	Unknown familyType = iota
-	LLaMa3
-	CommandR
-	Phi3
-	ChatML
-	Mistral03
-	Gemma
-	DeepSeek2
-)
-
-type settingsConfig struct {
-	StopWords      []string
-	TemplateConfig TemplateConfig
-	RepeatPenalty  float64
-}
-
-// default settings to adopt with a given model family
-var defaultsSettings map[familyType]settingsConfig = map[familyType]settingsConfig{
-	Gemma: {
-		RepeatPenalty: 1.0,
-		StopWords:     []string{"<|im_end|>", "<end_of_turn>", "<start_of_turn>"},
-		TemplateConfig: TemplateConfig{
-			Chat:        "{{.Input }}\n<start_of_turn>model\n",
-			ChatMessage: "<start_of_turn>{{if eq .RoleName \"assistant\" }}model{{else}}{{ .RoleName }}{{end}}\n{{ if .Content -}}\n{{.Content -}}\n{{ end -}}<end_of_turn>",
-			Completion:  "{{.Input}}",
-		},
-	},
-	DeepSeek2: {
-		StopWords: []string{"<｜end▁of▁sentence｜>"},
-		TemplateConfig: TemplateConfig{
-			ChatMessage: `{{if eq .RoleName "user" -}}User: {{.Content }}
-{{ end -}}
-{{if eq .RoleName "assistant" -}}Assistant: {{.Content}}<｜end▁of▁sentence｜>{{end}}
-{{if eq .RoleName "system" -}}{{.Content}}
-{{end -}}`,
-			Chat: "{{.Input -}}\nAssistant: ",
-		},
-	},
-	LLaMa3: {
-		StopWords: []string{"<|eot_id|>"},
-		TemplateConfig: TemplateConfig{
-			Chat:        "<|begin_of_text|>{{.Input }}\n<|start_header_id|>assistant<|end_header_id|>",
-			ChatMessage: "<|start_header_id|>{{ .RoleName }}<|end_header_id|>\n\n{{.Content }}<|eot_id|>",
-		},
-	},
-	CommandR: {
-		TemplateConfig: TemplateConfig{
-			Chat: "{{.Input -}}<|START_OF_TURN_TOKEN|><|CHATBOT_TOKEN|>",
-			Functions: `<|START_OF_TURN_TOKEN|><|SYSTEM_TOKEN|>
-You are a function calling AI model, you can call the following functions:
-## Available Tools
-{{range .Functions}}
-- {"type": "function", "function": {"name": "{{.Name}}", "description": "{{.Description}}", "parameters": {{toJson .Parameters}} }}
-{{end}}
-When using a tool, reply with JSON, for instance {"name": "tool_name", "arguments": {"param1": "value1", "param2": "value2"}}
-<|END_OF_TURN_TOKEN|><|START_OF_TURN_TOKEN|><|CHATBOT_TOKEN|>{{.Input -}}`,
-			ChatMessage: `{{if eq .RoleName "user" -}}
-<|START_OF_TURN_TOKEN|><|USER_TOKEN|>{{.Content}}<|END_OF_TURN_TOKEN|>
-{{- else if eq .RoleName "system" -}}
-<|START_OF_TURN_TOKEN|><|SYSTEM_TOKEN|>{{.Content}}<|END_OF_TURN_TOKEN|>
-{{- else if eq .RoleName "assistant" -}}
-<|START_OF_TURN_TOKEN|><|CHATBOT_TOKEN|>{{.Content}}<|END_OF_TURN_TOKEN|>
-{{- else if eq .RoleName "tool" -}}
-<|START_OF_TURN_TOKEN|><|SYSTEM_TOKEN|>{{.Content}}<|END_OF_TURN_TOKEN|>
-{{- else if .FunctionCall -}}
-<|START_OF_TURN_TOKEN|><|CHATBOT_TOKEN|>{{toJson .FunctionCall}}}<|END_OF_TURN_TOKEN|>
-{{- end -}}`,
-		},
-		StopWords: []string{"<|END_OF_TURN_TOKEN|>"},
-	},
-	Phi3: {
-		TemplateConfig: TemplateConfig{
-			Chat:        "{{.Input}}\n<|assistant|>",
-			ChatMessage: "<|{{ .RoleName }}|>\n{{.Content}}<|end|>",
-			Completion:  "{{.Input}}",
-		},
-		StopWords: []string{"<|end|>", "<|endoftext|>"},
-	},
-	ChatML: {
-		TemplateConfig: TemplateConfig{
-			Chat: "{{.Input -}}\n<|im_start|>assistant",
-			Functions: `<|im_start|>system
-You are a function calling AI model. You are provided with functions to execute. You may call one or more functions to assist with the user query. Don't make assumptions about what values to plug into functions. Here are the available tools:
-{{range .Functions}}
-{'type': 'function', 'function': {'name': '{{.Name}}', 'description': '{{.Description}}', 'parameters': {{toJson .Parameters}} }}
-{{end}}
-For each function call return a json object with function name and arguments
-<|im_end|>
-{{.Input -}}
-<|im_start|>assistant`,
-			ChatMessage: `<|im_start|>{{ .RoleName }}
-{{ if .FunctionCall -}}
-Function call:
-{{ else if eq .RoleName "tool" -}}
-Function response:
-{{ end -}}
-{{ if .Content -}}
-{{.Content }}
-{{ end -}}
-{{ if .FunctionCall -}}
-{{toJson .FunctionCall}}
-{{ end -}}<|im_end|>`,
-		},
-		StopWords: []string{"<|im_end|>", "<dummy32000>", "</s>"},
-	},
-	Mistral03: {
-		TemplateConfig: TemplateConfig{
-			Chat:      "{{.Input -}}",
-			Functions: `[AVAILABLE_TOOLS] [{{range .Functions}}{"type": "function", "function": {"name": "{{.Name}}", "description": "{{.Description}}", "parameters": {{toJson .Parameters}} }}{{end}} ] [/AVAILABLE_TOOLS]{{.Input }}`,
-			ChatMessage: `{{if eq .RoleName "user" -}}
-[INST] {{.Content }} [/INST]
-{{- else if .FunctionCall -}}
-[TOOL_CALLS] {{toJson .FunctionCall}} [/TOOL_CALLS]
-{{- else if eq .RoleName "tool" -}}
-[TOOL_RESULTS] {{.Content}} [/TOOL_RESULTS]
-{{- else -}}
-{{ .Content -}}
-{{ end -}}`,
-		},
-		StopWords: []string{"<|im_end|>", "<dummy32000>", "</tool_call>", "<|eot_id|>", "<|end_of_text|>", "</s>", "[/TOOL_CALLS]", "[/ACTIONS]"},
-	},
-}
-
-// this maps well known template used in HF to model families defined above
-var knownTemplates = map[string]familyType{
-	`{% if messages[0]['role'] == 'system' %}{% set system_message = messages[0]['content'] %}{% endif %}{% if system_message is defined %}{{ system_message }}{% endif %}{% for message in messages %}{% set content = message['content'] %}{% if message['role'] == 'user' %}{{ '<|im_start|>user\n' + content + '<|im_end|>\n<|im_start|>assistant\n' }}{% elif message['role'] == 'assistant' %}{{ content + '<|im_end|>' + '\n' }}{% endif %}{% endfor %}`:                              ChatML,
-	`{{ bos_token }}{% for message in messages %}{% if (message['role'] == 'user') != (loop.index0 % 2 == 0) %}{{ raise_exception('Conversation roles must alternate user/assistant/user/assistant/...') }}{% endif %}{% if message['role'] == 'user' %}{{ '[INST] ' + message['content'] + ' [/INST]' }}{% elif message['role'] == 'assistant' %}{{ message['content'] + eos_token}}{% else %}{{ raise_exception('Only user and assistant roles are supported!') }}{% endif %}{% endfor %}`: Mistral03,
-}
-
-func guessDefaultsFromFile(cfg *BackendConfig, modelPath string) {
-
+func guessDefaultsFromFile(cfg *BackendConfig, modelPath string, defaultCtx int) {
 	if os.Getenv("LOCALAI_DISABLE_GUESSING") == "true" {
 		log.Debug().Msgf("guessDefaultsFromFile: %s", "guessing disabled with LOCALAI_DISABLE_GUESSING")
 		return
@@ -154,106 +19,20 @@ func guessDefaultsFromFile(cfg *BackendConfig, modelPath string) {
 		return
 	}
 
-	if cfg.HasTemplate() {
-		// nothing to guess here
-		log.Debug().Any("name", cfg.Name).Msgf("guessDefaultsFromFile: %s", "template already set")
-		return
-	}
-
 	// We try to guess only if we don't have a template defined already
 	guessPath := filepath.Join(modelPath, cfg.ModelFileName())
+
+	// try to parse the gguf file
 	f, err := gguf.ParseGGUFFile(guessPath)
-	if err != nil {
-		// Only valid for gguf files
-		log.Debug().Str("filePath", guessPath).Msg("guessDefaultsFromFile: not a GGUF file")
+	if err == nil {
+		guessGGUFFromFile(cfg, f, defaultCtx)
 		return
 	}
 
-	log.Debug().
-		Any("eosTokenID", f.Tokenizer().EOSTokenID).
-		Any("bosTokenID", f.Tokenizer().BOSTokenID).
-		Any("modelName", f.Model().Name).
-		Any("architecture", f.Architecture().Architecture).Msgf("Model file loaded: %s", cfg.ModelFileName())
-
-	// guess the name
-	if cfg.Name == "" {
-		cfg.Name = f.Model().Name
-	}
-
-	family := identifyFamily(f)
-
-	if family == Unknown {
-		log.Debug().Msgf("guessDefaultsFromFile: %s", "family not identified")
-		return
-	}
-
-	// identify template
-	settings, ok := defaultsSettings[family]
-	if ok {
-		cfg.TemplateConfig = settings.TemplateConfig
-		log.Debug().Any("family", family).Msgf("guessDefaultsFromFile: guessed template %+v", cfg.TemplateConfig)
-		if len(cfg.StopWords) == 0 {
-			cfg.StopWords = settings.StopWords
+	if cfg.ContextSize == nil {
+		if defaultCtx == 0 {
+			defaultCtx = defaultContextSize
 		}
-		if cfg.RepeatPenalty == 0.0 {
-			cfg.RepeatPenalty = settings.RepeatPenalty
-		}
-	} else {
-		log.Debug().Any("family", family).Msgf("guessDefaultsFromFile: no template found for family")
-	}
-
-	if cfg.HasTemplate() {
-		return
-	}
-
-	// identify from well known templates first, otherwise use the raw jinja template
-	chatTemplate, found := f.Header.MetadataKV.Get("tokenizer.chat_template")
-	if found {
-		// try to use the jinja template
-		cfg.TemplateConfig.JinjaTemplate = true
-		cfg.TemplateConfig.ChatMessage = chatTemplate.ValueString()
-	}
-}
-
-func identifyFamily(f *gguf.GGUFFile) familyType {
-
-	// identify from well known templates first
-	chatTemplate, found := f.Header.MetadataKV.Get("tokenizer.chat_template")
-	if found && chatTemplate.ValueString() != "" {
-		if family, ok := knownTemplates[chatTemplate.ValueString()]; ok {
-			return family
-		}
-	}
-
-	// otherwise try to identify from the model properties
-	arch := f.Architecture().Architecture
-	eosTokenID := f.Tokenizer().EOSTokenID
-	bosTokenID := f.Tokenizer().BOSTokenID
-
-	isYI := arch == "llama" && bosTokenID == 1 && eosTokenID == 2
-	// WTF! Mistral0.3 and isYi have same bosTokenID and eosTokenID
-
-	llama3 := arch == "llama" && eosTokenID == 128009
-	commandR := arch == "command-r" && eosTokenID == 255001
-	qwen2 := arch == "qwen2"
-	phi3 := arch == "phi-3"
-	gemma := strings.HasPrefix(arch, "gemma") || strings.Contains(strings.ToLower(f.Model().Name), "gemma")
-	deepseek2 := arch == "deepseek2"
-
-	switch {
-	case deepseek2:
-		return DeepSeek2
-	case gemma:
-		return Gemma
-	case llama3:
-		return LLaMa3
-	case commandR:
-		return CommandR
-	case phi3:
-		return Phi3
-	case qwen2, isYI:
-		return ChatML
-	default:
-		return Unknown
+		cfg.ContextSize = &defaultCtx
 	}
 }

From d4a10b43008a4da251f8b1a1b517e79438be857f Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Sat, 29 Mar 2025 22:40:45 +0100
Subject: [PATCH 411/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `0bb2919335d00ff0bc79d5015da95c422de51f03` (#5095)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 397f2e63..dafd1a7d 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=b4ae50810e4304d052e630784c14bde7e79e4132
+CPPLLAMA_VERSION?=0bb2919335d00ff0bc79d5015da95c422de51f03
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From b34cf00819173e8d04c7be66e4bd8fa7f778dfea Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 30 Mar 2025 09:46:51 +0200
Subject: [PATCH 412/679] chore(model gallery): add galactic-qwen-14b-exp1
 (#5096)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index f881b0d8..93ce04f9 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -5356,6 +5356,21 @@
     - filename: ChaoticNeutrals_Very_Berry_Qwen2_7B-Q4_K_M.gguf
       sha256: cbda41c638c23a3e8e9fb33c27ca0d0a0ee044b6813941a0017fd46369a35ec5
       uri: huggingface://bartowski/ChaoticNeutrals_Very_Berry_Qwen2_7B-GGUF/ChaoticNeutrals_Very_Berry_Qwen2_7B-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "galactic-qwen-14b-exp1"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/SjM3y5Qcr2RX6zC3GQxR3.png
+  urls:
+    - https://huggingface.co/prithivMLmods/Galactic-Qwen-14B-Exp1
+    - https://huggingface.co/mradermacher/Galactic-Qwen-14B-Exp1-GGUF
+  description: |
+    Galactic-Qwen-14B-Exp1 is based on the Qwen 2.5 14B modality architecture, designed to enhance the reasoning capabilities of 14B-parameter models. This model is optimized for general-purpose reasoning and answering, excelling in contextual understanding, logical deduction, and multi-step problem-solving. It has been fine-tuned using a long chain-of-thought reasoning model and specialized datasets to improve comprehension, structured responses, and conversational intelligence.
+  overrides:
+    parameters:
+      model: Galactic-Qwen-14B-Exp1.Q4_K_M.gguf
+  files:
+    - filename: Galactic-Qwen-14B-Exp1.Q4_K_M.gguf
+      sha256: 26e99578c341c879cc2676c4c7a45b6c0d00b30bd17c8ee7494fcc4092480ef0
+      uri: huggingface://mradermacher/Galactic-Qwen-14B-Exp1-GGUF/Galactic-Qwen-14B-Exp1.Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From 7f3a02959618ce52ebf31a89e5a384757152e7f8 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 30 Mar 2025 09:48:24 +0200
Subject: [PATCH 413/679] chore(model gallery): add
 forgotten-abomination-70b-v5.0 (#5097)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 25 +++++++++++++++++++++++++
 1 file changed, 25 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 93ce04f9..9faf5826 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -1357,6 +1357,31 @@
     - filename: Tarek07_Legion-V2.1-LLaMa-70B-Q4_K_M.gguf
       sha256: 8f3de344ba83705f9491c2ed354fd6131a05946fca2eceae495b6fc67a7dbe7a
       uri: huggingface://bartowski/Tarek07_Legion-V2.1-LLaMa-70B-GGUF/Tarek07_Legion-V2.1-LLaMa-70B-Q4_K_M.gguf
+- !!merge <<: *llama33
+  name: "forgotten-abomination-70b-v5.0"
+  icon: https://huggingface.co/ReadyArt/Forgotten-Abomination-70B-v5.0/resolve/main/waifu5.webp
+  urls:
+    - https://huggingface.co/ReadyArt/Forgotten-Abomination-70B-v5.0
+    - https://huggingface.co/mradermacher/Forgotten-Abomination-70B-v5.0-GGUF
+  description: |
+    The Unholy Union of Safeword and Nevoria
+    This model represents the forbidden merger of:
+
+    🧬 Forgotten-Safeword-70B-v5.0 - Industrial-grade depravity matrix with 23 distinct taboo specializations
+    ⚗️ L3.3-MS-Nevoria-70b - SteelSkull's masterpiece of storytelling and character adherence, free of positivity bias and ethical constraints
+    Expect:
+
+    🔥 Unparalleled erotic roleplaying with the least Llama refusals you've ever seen
+    📖 Novel-quality prose that follows your character card with precision
+    🧠 Handles complex multi-character scenarios effortlessly
+    💀 Will gleefully explore any taboo subject without hesitation
+  overrides:
+    parameters:
+      model: Forgotten-Abomination-70B-v5.0.Q4_K_M.gguf
+  files:
+    - filename: Forgotten-Abomination-70B-v5.0.Q4_K_M.gguf
+      sha256: a5f5e712e66b855f36ff45175f20c24441fa942ca8af47bd6f49107c6e0f025d
+      uri: huggingface://mradermacher/Forgotten-Abomination-70B-v5.0-GGUF/Forgotten-Abomination-70B-v5.0.Q4_K_M.gguf
 - &rwkv
   url: "github:mudler/LocalAI/gallery/rwkv.yaml@master"
   name: "rwkv-6-world-7b"

From ae625a4d001c3aa98be037cb3513f9df5bdad4d4 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 30 Mar 2025 09:50:21 +0200
Subject: [PATCH 414/679] chore(model gallery): add hammer2.0-7b (#5098)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 9faf5826..340943e1 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -5396,6 +5396,20 @@
     - filename: Galactic-Qwen-14B-Exp1.Q4_K_M.gguf
       sha256: 26e99578c341c879cc2676c4c7a45b6c0d00b30bd17c8ee7494fcc4092480ef0
       uri: huggingface://mradermacher/Galactic-Qwen-14B-Exp1-GGUF/Galactic-Qwen-14B-Exp1.Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "hammer2.0-7b"
+  urls:
+    - https://huggingface.co/MadeAgents/Hammer2.0-7b
+    - https://huggingface.co/Nekuromento/Hammer2.0-7b-Q5_K_M-GGUF
+  description: |
+    Hammer2.0 finetuned based on Qwen 2.5 series and Qwen 2.5 coder series using function masking techniques. It's trained using the APIGen Function Calling Datasets containing 60,000 samples, supplemented by xlam-irrelevance-7.5k we generated. Hammer2.0 has achieved exceptional performances across numerous function calling benchmarks. For more details, please refer to Hammer: Robust Function-Calling for On-Device Language Models via Function Masking and Hammer GitHub repository .
+  overrides:
+    parameters:
+      model: hammer2.0-7b-q5_k_m.gguf
+  files:
+    - filename: hammer2.0-7b-q5_k_m.gguf
+      sha256: 3682843c857595765f0786cf24b3d501af96fe5d99a9fb2526bc7707e28bae1e
+      uri: huggingface://Nekuromento/Hammer2.0-7b-Q5_K_M-GGUF/hammer2.0-7b-q5_k_m.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From c2a39e3639227cfd94ffffe9f5691239acc275a8 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 30 Mar 2025 18:08:29 +0200
Subject: [PATCH 415/679] fix(llama.cpp): properly handle sigterm (#5099)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 backend/cpp/llama/grpc-server.cpp | 20 +++++++++++++++++++-
 1 file changed, 19 insertions(+), 1 deletion(-)

diff --git a/backend/cpp/llama/grpc-server.cpp b/backend/cpp/llama/grpc-server.cpp
index 883fbf8f..edd22c5a 100644
--- a/backend/cpp/llama/grpc-server.cpp
+++ b/backend/cpp/llama/grpc-server.cpp
@@ -2122,7 +2122,11 @@ static void append_to_generated_text_from_generated_token_probs(llama_server_con
 }
 
 std::function<void(int)> shutdown_handler;
-inline void signal_handler(int signal) { shutdown_handler(signal); }
+
+inline void signal_handler(int signal) {
+    exit(1);
+}
+
 
 /////////////////////////////////
 ////////////////////////////////
@@ -2649,6 +2653,20 @@ void RunServer(const std::string& server_address) {
 int main(int argc, char** argv) {
   std::string server_address("localhost:50051");
 
+#if defined (__unix__) || (defined (__APPLE__) && defined (__MACH__))
+    struct sigaction sigint_action;
+    sigint_action.sa_handler = signal_handler;
+    sigemptyset (&sigint_action.sa_mask);
+    sigint_action.sa_flags = 0;
+    sigaction(SIGINT, &sigint_action, NULL);
+    sigaction(SIGTERM, &sigint_action, NULL);
+#elif defined (_WIN32)
+    auto console_ctrl_handler = +[](DWORD ctrl_type) -> BOOL {
+        return (ctrl_type == CTRL_C_EVENT) ? (signal_handler(SIGINT), true) : false;
+    };
+    SetConsoleCtrlHandler(reinterpret_cast<PHANDLER_ROUTINE>(console_ctrl_handler), true);
+#endif
+
   // Define long and short options
   struct option long_options[] = {
       {"addr", required_argument, nullptr, 'a'},

From 6d7ac09e96fc85fb45b4ce098b658b5040ed201b Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Sun, 30 Mar 2025 23:59:30 +0200
Subject: [PATCH 416/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `4663bd353c61c1136cd8a97b9908755e4ab30cec` (#5100)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index dafd1a7d..b203c0ae 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=0bb2919335d00ff0bc79d5015da95c422de51f03
+CPPLLAMA_VERSION?=4663bd353c61c1136cd8a97b9908755e4ab30cec
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 9a23fe662b66b3a2f0d75ad7a1c862823c145c32 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 31 Mar 2025 19:35:34 +0200
Subject: [PATCH 417/679] Update README.md

Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
---
 README.md | 18 +++++++++++++++++-
 1 file changed, 17 insertions(+), 1 deletion(-)

diff --git a/README.md b/README.md
index ff6358ca..a2bef5d3 100644
--- a/README.md
+++ b/README.md
@@ -50,7 +50,23 @@
 
 **LocalAI** is the free, Open Source OpenAI alternative. LocalAI act as a drop-in replacement REST API that’s compatible with OpenAI (Elevenlabs, Anthropic... ) API specifications for local AI inferencing. It allows you to run LLMs, generate images, audio (and not only) locally or on-prem with consumer grade hardware, supporting multiple model families. Does not require GPU. It is created and maintained by [Ettore Di Giacinto](https://github.com/mudler).
 
-![screen](https://github.com/mudler/LocalAI/assets/2420543/20b5ccd2-8393-44f0-aaf6-87a23806381e)
+| Talk Interface | Generate Audio |
+| --- | --- |
+| ![Screenshot 2025-03-31 at 12-01-36 LocalAI - Talk](https://github.com/user-attachments/assets/9841b1ee-88af-4b96-8ec0-41b17364efa7) | ![Screenshot 2025-03-31 at 12-01-29 LocalAI - Generate audio with voice-en-us-ryan-low](https://github.com/user-attachments/assets/d729f6f4-0621-4715-bda3-35fe6e159524) |
+
+| Models Overview | Generate Images |
+| --- | --- |
+| ![Screenshot 2025-03-31 at 12-01-20 LocalAI - Models](https://github.com/user-attachments/assets/3cf0b918-ba8e-498a-a3cd-485db5984325) | ![Screenshot 2025-03-31 at 12-31-41 LocalAI - Generate images with flux 1-dev](https://github.com/user-attachments/assets/6753d23d-218b-4e07-94b8-9e6c5a4f2311) |
+
+| Chat Interface | API Overview |
+| --- | --- |
+| ![Screenshot 2025-03-31 at 11-57-44 LocalAI - Chat with localai-functioncall-qwen2 5-7b-v0 5](https://github.com/user-attachments/assets/048eab31-0f0c-4d52-a920-3715233f9bf3) | ![Screenshot 2025-03-31 at 11-57-23 LocalAI API - c2a39e3 (c2a39e3639227cfd94ffffe9f5691239acc275a8)](https://github.com/user-attachments/assets/2540e8ce-1a2c-4c12-800c-763bd9be247f) |
+
+| Login | Swarm |
+| --- | --- |
+|![Screenshot 2025-03-31 at 12-09-59 ](https://github.com/user-attachments/assets/5af681b0-dd8e-4fe8-a234-a22f8a040547) | ![Screenshot 2025-03-31 at 12-10-39 LocalAI - P2P dashboard](https://github.com/user-attachments/assets/b9527176-63d6-4d2e-8ed1-7fde13a9b0ad) |
+
+## Quickstart
 
 Run the installer script:
 

From 65470b0ab13daf3327cd1b0bdfdc8c234feb29ea Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@localai.io>
Date: Mon, 31 Mar 2025 21:51:09 +0200
Subject: [PATCH 418/679] Update README

---
 README.md | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/README.md b/README.md
index a2bef5d3..00e83d8b 100644
--- a/README.md
+++ b/README.md
@@ -108,6 +108,8 @@ local-ai run oci://localai/phi-2:latest
 
 ## 📰 Latest project news
 
+- Apr 2025: WebUI overhaul, AIO images updates
+- Feb 2025: Backend cleanup, Breaking changes, new backends (kokoro, OutelTTS, faster-whisper), Nvidia L4T images
 - Jan 2025: LocalAI model release: https://huggingface.co/mudler/LocalAI-functioncall-phi-4-v0.3, SANA support in diffusers: https://github.com/mudler/LocalAI/pull/4603
 - Dec 2024: stablediffusion.cpp backend (ggml) added ( https://github.com/mudler/LocalAI/pull/4289 )
 - Nov 2024: Bark.cpp backend added ( https://github.com/mudler/LocalAI/pull/4287 )

From f09b33f2efa7debc58e7d2a18778a8b904830ba4 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Mon, 31 Mar 2025 22:48:03 +0200
Subject: [PATCH 419/679] docs: :arrow_up: update docs version mudler/LocalAI
 (#5104)

:arrow_up: Update docs version mudler/LocalAI

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 docs/data/version.json | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/data/version.json b/docs/data/version.json
index 750c0c8f..04c2b2d0 100644
--- a/docs/data/version.json
+++ b/docs/data/version.json
@@ -1,3 +1,3 @@
 {
-  "version": "v2.26.0"
+  "version": "v2.27.0"
 }

From 2f9203cd2ac3f3f9fde6b9b20752911827a8de72 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 31 Mar 2025 22:48:17 +0200
Subject: [PATCH 420/679] chore: drop remoteLibraryURL from kong vars (#5103)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 main.go | 7 +++----
 1 file changed, 3 insertions(+), 4 deletions(-)

diff --git a/main.go b/main.go
index 8da7bfcd..8dda313d 100644
--- a/main.go
+++ b/main.go
@@ -74,10 +74,9 @@ Version: ${version}
 		),
 		kong.UsageOnError(),
 		kong.Vars{
-			"basepath":         kong.ExpandPath("."),
-			"remoteLibraryURL": "https://raw.githubusercontent.com/mudler/LocalAI/master/embedded/model_library.yaml",
-			"galleries":        `[{"name":"localai", "url":"github:mudler/LocalAI/gallery/index.yaml@master"}]`,
-			"version":          internal.PrintableVersion(),
+			"basepath":  kong.ExpandPath("."),
+			"galleries": `[{"name":"localai", "url":"github:mudler/LocalAI/gallery/index.yaml@master"}]`,
+			"version":   internal.PrintableVersion(),
 		},
 	)
 

From 05f70044875e18747c08605740f3a59169e998bf Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 1 Apr 2025 00:01:10 +0200
Subject: [PATCH 421/679] fix: race during stop of active backends (#5106)

* chore: drop double call to stop all backends, refactors

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix: do lock when cycling to models to delete

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 .env                      |  3 +++
 pkg/model/initializers.go | 20 ++++++++++++--------
 pkg/model/loader.go       | 20 --------------------
 pkg/model/process.go      | 39 ++++++++++++++++++++++++++++++---------
 4 files changed, 45 insertions(+), 37 deletions(-)

diff --git a/.env b/.env
index ee8db74e..86596105 100644
--- a/.env
+++ b/.env
@@ -29,6 +29,9 @@
 ## Enable/Disable single backend (useful if only one GPU is available)
 # LOCALAI_SINGLE_ACTIVE_BACKEND=true
 
+# Forces shutdown of the backends if busy (only if LOCALAI_SINGLE_ACTIVE_BACKEND is set)
+# LOCALAI_FORCE_BACKEND_SHUTDOWN=true
+
 ## Specify a build type. Available: cublas, openblas, clblas.
 ## cuBLAS: This is a GPU-accelerated version of the complete standard BLAS (Basic Linear Algebra Subprograms) library. It's provided by Nvidia and is part of their CUDA toolkit.
 ## OpenBLAS: This is an open-source implementation of the BLAS library that aims to provide highly optimized code for various platforms. It includes support for multi-threading and can be compiled to use hardware-specific features for additional performance. OpenBLAS can run on many kinds of hardware, including CPUs from Intel, AMD, and ARM.
diff --git a/pkg/model/initializers.go b/pkg/model/initializers.go
index 1a51eb2a..12a1a972 100644
--- a/pkg/model/initializers.go
+++ b/pkg/model/initializers.go
@@ -473,8 +473,6 @@ func (ml *ModelLoader) backendLoader(opts ...Option) (client grpc.Backend, err e
 		backend = realBackend
 	}
 
-	ml.stopActiveBackends(o.modelID, o.singleActiveBackend)
-
 	var backendToConsume string
 
 	switch backend {
@@ -497,13 +495,17 @@ func (ml *ModelLoader) backendLoader(opts ...Option) (client grpc.Backend, err e
 }
 
 func (ml *ModelLoader) stopActiveBackends(modelID string, singleActiveBackend bool) {
+	if !singleActiveBackend {
+		return
+	}
+
 	// If we can have only one backend active, kill all the others (except external backends)
-	if singleActiveBackend {
-		log.Debug().Msgf("Stopping all backends except '%s'", modelID)
-		err := ml.StopGRPC(allExcept(modelID))
-		if err != nil {
-			log.Error().Err(err).Str("keptModel", modelID).Msg("error while shutting down all backends except for the keptModel - greedyloader continuing")
-		}
+
+	// Stop all backends except the one we are going to load
+	log.Debug().Msgf("Stopping all backends except '%s'", modelID)
+	err := ml.StopGRPC(allExcept(modelID))
+	if err != nil {
+		log.Error().Err(err).Str("keptModel", modelID).Msg("error while shutting down all backends except for the keptModel - greedyloader continuing")
 	}
 }
 
@@ -520,10 +522,12 @@ func (ml *ModelLoader) Load(opts ...Option) (grpc.Backend, error) {
 
 	ml.stopActiveBackends(o.modelID, o.singleActiveBackend)
 
+	// if a backend is defined, return the loader directly
 	if o.backendString != "" {
 		return ml.backendLoader(opts...)
 	}
 
+	// Otherwise scan for backends in the asset directory
 	var err error
 
 	// get backends embedded in the binary
diff --git a/pkg/model/loader.go b/pkg/model/loader.go
index bb9bdd8a..c25662d3 100644
--- a/pkg/model/loader.go
+++ b/pkg/model/loader.go
@@ -142,26 +142,6 @@ func (ml *ModelLoader) LoadModel(modelID, modelName string, loader func(string,
 func (ml *ModelLoader) ShutdownModel(modelName string) error {
 	ml.mu.Lock()
 	defer ml.mu.Unlock()
-	model, ok := ml.models[modelName]
-	if !ok {
-		return fmt.Errorf("model %s not found", modelName)
-	}
-
-	retries := 1
-	for model.GRPC(false, ml.wd).IsBusy() {
-		log.Debug().Msgf("%s busy. Waiting.", modelName)
-		dur := time.Duration(retries*2) * time.Second
-		if dur > retryTimeout {
-			dur = retryTimeout
-		}
-		time.Sleep(dur)
-		retries++
-
-		if retries > 10 && os.Getenv("LOCALAI_FORCE_BACKEND_SHUTDOWN") == "true" {
-			log.Warn().Msgf("Model %s is still busy after %d retries. Forcing shutdown.", modelName, retries)
-			break
-		}
-	}
 
 	return ml.deleteProcess(modelName)
 }
diff --git a/pkg/model/process.go b/pkg/model/process.go
index c27fbda3..2e8369a0 100644
--- a/pkg/model/process.go
+++ b/pkg/model/process.go
@@ -9,25 +9,43 @@ import (
 	"strconv"
 	"strings"
 	"syscall"
+	"time"
 
 	"github.com/hpcloud/tail"
 	process "github.com/mudler/go-processmanager"
 	"github.com/rs/zerolog/log"
 )
 
+var forceBackendShutdown bool = os.Getenv("LOCALAI_FORCE_BACKEND_SHUTDOWN") == "true"
+
 func (ml *ModelLoader) deleteProcess(s string) error {
+	model, ok := ml.models[s]
+	if !ok {
+		log.Debug().Msgf("Model %s not found", s)
+		return fmt.Errorf("model %s not found", s)
+	}
+
 	defer delete(ml.models, s)
 
+	retries := 1
+	for model.GRPC(false, ml.wd).IsBusy() {
+		log.Debug().Msgf("%s busy. Waiting.", s)
+		dur := time.Duration(retries*2) * time.Second
+		if dur > retryTimeout {
+			dur = retryTimeout
+		}
+		time.Sleep(dur)
+		retries++
+
+		if retries > 10 && forceBackendShutdown {
+			log.Warn().Msgf("Model %s is still busy after %d retries. Forcing shutdown.", s, retries)
+			break
+		}
+	}
+
 	log.Debug().Msgf("Deleting process %s", s)
 
-	m, exists := ml.models[s]
-	if !exists {
-		log.Error().Msgf("Model does not exist %s", s)
-		// Nothing to do
-		return nil
-	}
-
-	process := m.Process()
+	process := model.Process()
 	if process == nil {
 		log.Error().Msgf("No process for %s", s)
 		// Nothing to do as there is no process
@@ -44,9 +62,12 @@ func (ml *ModelLoader) deleteProcess(s string) error {
 
 func (ml *ModelLoader) StopGRPC(filter GRPCProcessFilter) error {
 	var err error = nil
+	ml.mu.Lock()
+	defer ml.mu.Unlock()
+
 	for k, m := range ml.models {
 		if filter(k, m.Process()) {
-			e := ml.ShutdownModel(k)
+			e := ml.deleteProcess(k)
 			err = errors.Join(err, e)
 		}
 	}

From c59975ab05af8dddddf5859f2cefb94890c88bd4 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Tue, 1 Apr 2025 00:01:34 +0200
Subject: [PATCH 422/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `c80a7759dab10657b9b6c3e87eef988a133b9b6a` (#5105)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index b203c0ae..1e36c123 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=4663bd353c61c1136cd8a97b9908755e4ab30cec
+CPPLLAMA_VERSION?=c80a7759dab10657b9b6c3e87eef988a133b9b6a
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 2c425e9c691e14d064b53827fbf6cb21fdaff855 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 1 Apr 2025 20:58:11 +0200
Subject: [PATCH 423/679] feat(loader): enhance single active backend by
 treating as singleton (#5107)

feat(loader): enhance single active backend by treating at singleton

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 core/application/application.go              |  2 +-
 core/application/startup.go                  |  2 +-
 core/backend/embeddings.go                   |  1 +
 core/backend/image.go                        |  1 +
 core/backend/llm.go                          |  1 +
 core/backend/options.go                      | 60 +++++++++-----------
 core/backend/rerank.go                       |  2 +-
 core/backend/soundgeneration.go              |  2 +-
 core/backend/token_metrics.go                |  1 +
 core/backend/tokenize.go                     |  2 +-
 core/backend/transcript.go                   |  1 +
 core/backend/tts.go                          |  2 +-
 core/backend/vad.go                          |  2 +
 core/cli/soundgeneration.go                  |  2 +-
 core/cli/transcript.go                       |  2 +-
 core/cli/tts.go                              |  2 +-
 core/http/endpoints/localai/stores.go        |  4 ++
 core/http/endpoints/openai/assistant_test.go |  2 +-
 core/http/routes/localai.go                  |  9 ++-
 pkg/model/initializers.go                    | 21 ++++++-
 pkg/model/loader.go                          | 17 +++---
 pkg/model/loader_options.go                  | 13 +----
 pkg/model/loader_test.go                     |  2 +-
 tests/integration/stores_test.go             | 10 ++--
 24 files changed, 92 insertions(+), 71 deletions(-)

diff --git a/core/application/application.go b/core/application/application.go
index 6e8d6204..8c9842d9 100644
--- a/core/application/application.go
+++ b/core/application/application.go
@@ -16,7 +16,7 @@ type Application struct {
 func newApplication(appConfig *config.ApplicationConfig) *Application {
 	return &Application{
 		backendLoader:      config.NewBackendConfigLoader(appConfig.ModelPath),
-		modelLoader:        model.NewModelLoader(appConfig.ModelPath),
+		modelLoader:        model.NewModelLoader(appConfig.ModelPath, appConfig.SingleBackend),
 		applicationConfig:  appConfig,
 		templatesEvaluator: templates.NewEvaluator(appConfig.ModelPath),
 	}
diff --git a/core/application/startup.go b/core/application/startup.go
index 3cfbd684..6c93f03f 100644
--- a/core/application/startup.go
+++ b/core/application/startup.go
@@ -143,7 +143,7 @@ func New(opts ...config.AppOption) (*Application, error) {
 		}()
 	}
 
-	if options.LoadToMemory != nil {
+	if options.LoadToMemory != nil && !options.SingleBackend {
 		for _, m := range options.LoadToMemory {
 			cfg, err := application.BackendLoader().LoadBackendConfigFileByNameDefaultOptions(m, options)
 			if err != nil {
diff --git a/core/backend/embeddings.go b/core/backend/embeddings.go
index a96e9829..aece0cdd 100644
--- a/core/backend/embeddings.go
+++ b/core/backend/embeddings.go
@@ -17,6 +17,7 @@ func ModelEmbedding(s string, tokens []int, loader *model.ModelLoader, backendCo
 	if err != nil {
 		return nil, err
 	}
+	defer loader.Close()
 
 	var fn func() ([]float32, error)
 	switch model := inferenceModel.(type) {
diff --git a/core/backend/image.go b/core/backend/image.go
index 38ca4357..4b34f2cf 100644
--- a/core/backend/image.go
+++ b/core/backend/image.go
@@ -16,6 +16,7 @@ func ImageGeneration(height, width, mode, step, seed int, positive_prompt, negat
 	if err != nil {
 		return nil, err
 	}
+	defer loader.Close()
 
 	fn := func() error {
 		_, err := inferenceModel.GenerateImage(
diff --git a/core/backend/llm.go b/core/backend/llm.go
index 14eb8569..57e2ae35 100644
--- a/core/backend/llm.go
+++ b/core/backend/llm.go
@@ -53,6 +53,7 @@ func ModelInference(ctx context.Context, s string, messages []schema.Message, im
 	if err != nil {
 		return nil, err
 	}
+	defer loader.Close()
 
 	var protoMessages []*proto.Message
 	// if we are using the tokenizer template, we need to convert the messages to proto messages
diff --git a/core/backend/options.go b/core/backend/options.go
index d98e136c..7a7a69bb 100644
--- a/core/backend/options.go
+++ b/core/backend/options.go
@@ -40,10 +40,6 @@ func ModelOptions(c config.BackendConfig, so *config.ApplicationConfig, opts ...
 	grpcOpts := grpcModelOpts(c)
 	defOpts = append(defOpts, model.WithLoadGRPCLoadModelOpts(grpcOpts))
 
-	if so.SingleBackend {
-		defOpts = append(defOpts, model.WithSingleActiveBackend())
-	}
-
 	if so.ParallelBackendRequests {
 		defOpts = append(defOpts, model.EnableParallelRequests)
 	}
@@ -121,7 +117,7 @@ func grpcModelOpts(c config.BackendConfig) *pb.ModelOptions {
 	triggers := make([]*pb.GrammarTrigger, 0)
 	for _, t := range c.FunctionsConfig.GrammarConfig.GrammarTriggers {
 		triggers = append(triggers, &pb.GrammarTrigger{
-			Word:    t.Word,
+			Word: t.Word,
 		})
 
 	}
@@ -161,33 +157,33 @@ func grpcModelOpts(c config.BackendConfig) *pb.ModelOptions {
 		DisableLogStatus:     c.DisableLogStatus,
 		DType:                c.DType,
 		// LimitMMPerPrompt vLLM
-		LimitImagePerPrompt:  int32(c.LimitMMPerPrompt.LimitImagePerPrompt),
-		LimitVideoPerPrompt:  int32(c.LimitMMPerPrompt.LimitVideoPerPrompt),
-		LimitAudioPerPrompt:  int32(c.LimitMMPerPrompt.LimitAudioPerPrompt),
-		MMProj:               c.MMProj,
-		FlashAttention:       c.FlashAttention,
-		CacheTypeKey:         c.CacheTypeK,
-		CacheTypeValue:       c.CacheTypeV,
-		NoKVOffload:          c.NoKVOffloading,
-		YarnExtFactor:        c.YarnExtFactor,
-		YarnAttnFactor:       c.YarnAttnFactor,
-		YarnBetaFast:         c.YarnBetaFast,
-		YarnBetaSlow:         c.YarnBetaSlow,
-		NGQA:                 c.NGQA,
-		RMSNormEps:           c.RMSNormEps,
-		MLock:                mmlock,
-		RopeFreqBase:         c.RopeFreqBase,
-		RopeScaling:          c.RopeScaling,
-		Type:                 c.ModelType,
-		RopeFreqScale:        c.RopeFreqScale,
-		NUMA:                 c.NUMA,
-		Embeddings:           embeddings,
-		LowVRAM:              lowVRAM,
-		NGPULayers:           int32(nGPULayers),
-		MMap:                 mmap,
-		MainGPU:              c.MainGPU,
-		Threads:              int32(*c.Threads),
-		TensorSplit:          c.TensorSplit,
+		LimitImagePerPrompt: int32(c.LimitMMPerPrompt.LimitImagePerPrompt),
+		LimitVideoPerPrompt: int32(c.LimitMMPerPrompt.LimitVideoPerPrompt),
+		LimitAudioPerPrompt: int32(c.LimitMMPerPrompt.LimitAudioPerPrompt),
+		MMProj:              c.MMProj,
+		FlashAttention:      c.FlashAttention,
+		CacheTypeKey:        c.CacheTypeK,
+		CacheTypeValue:      c.CacheTypeV,
+		NoKVOffload:         c.NoKVOffloading,
+		YarnExtFactor:       c.YarnExtFactor,
+		YarnAttnFactor:      c.YarnAttnFactor,
+		YarnBetaFast:        c.YarnBetaFast,
+		YarnBetaSlow:        c.YarnBetaSlow,
+		NGQA:                c.NGQA,
+		RMSNormEps:          c.RMSNormEps,
+		MLock:               mmlock,
+		RopeFreqBase:        c.RopeFreqBase,
+		RopeScaling:         c.RopeScaling,
+		Type:                c.ModelType,
+		RopeFreqScale:       c.RopeFreqScale,
+		NUMA:                c.NUMA,
+		Embeddings:          embeddings,
+		LowVRAM:             lowVRAM,
+		NGPULayers:          int32(nGPULayers),
+		MMap:                mmap,
+		MainGPU:             c.MainGPU,
+		Threads:             int32(*c.Threads),
+		TensorSplit:         c.TensorSplit,
 		// AutoGPTQ
 		ModelBaseName:    c.AutoGPTQ.ModelBaseName,
 		Device:           c.AutoGPTQ.Device,
diff --git a/core/backend/rerank.go b/core/backend/rerank.go
index da565620..d7937ce4 100644
--- a/core/backend/rerank.go
+++ b/core/backend/rerank.go
@@ -12,10 +12,10 @@ import (
 func Rerank(request *proto.RerankRequest, loader *model.ModelLoader, appConfig *config.ApplicationConfig, backendConfig config.BackendConfig) (*proto.RerankResult, error) {
 	opts := ModelOptions(backendConfig, appConfig)
 	rerankModel, err := loader.Load(opts...)
-
 	if err != nil {
 		return nil, err
 	}
+	defer loader.Close()
 
 	if rerankModel == nil {
 		return nil, fmt.Errorf("could not load rerank model")
diff --git a/core/backend/soundgeneration.go b/core/backend/soundgeneration.go
index 49813d82..94ec9c89 100644
--- a/core/backend/soundgeneration.go
+++ b/core/backend/soundgeneration.go
@@ -26,10 +26,10 @@ func SoundGeneration(
 
 	opts := ModelOptions(backendConfig, appConfig)
 	soundGenModel, err := loader.Load(opts...)
-
 	if err != nil {
 		return "", nil, err
 	}
+	defer loader.Close()
 
 	if soundGenModel == nil {
 		return "", nil, fmt.Errorf("could not load sound generation model")
diff --git a/core/backend/token_metrics.go b/core/backend/token_metrics.go
index cc71c868..ac34e34f 100644
--- a/core/backend/token_metrics.go
+++ b/core/backend/token_metrics.go
@@ -20,6 +20,7 @@ func TokenMetrics(
 	if err != nil {
 		return nil, err
 	}
+	defer loader.Close()
 
 	if model == nil {
 		return nil, fmt.Errorf("could not loadmodel model")
diff --git a/core/backend/tokenize.go b/core/backend/tokenize.go
index e04a59d8..43c46134 100644
--- a/core/backend/tokenize.go
+++ b/core/backend/tokenize.go
@@ -14,10 +14,10 @@ func ModelTokenize(s string, loader *model.ModelLoader, backendConfig config.Bac
 
 	opts := ModelOptions(backendConfig, appConfig)
 	inferenceModel, err = loader.Load(opts...)
-
 	if err != nil {
 		return schema.TokenizeResponse{}, err
 	}
+	defer loader.Close()
 
 	predictOptions := gRPCPredictOpts(backendConfig, loader.ModelPath)
 	predictOptions.Prompt = s
diff --git a/core/backend/transcript.go b/core/backend/transcript.go
index 080f43b1..64f9c5e2 100644
--- a/core/backend/transcript.go
+++ b/core/backend/transcript.go
@@ -24,6 +24,7 @@ func ModelTranscription(audio, language string, translate bool, ml *model.ModelL
 	if err != nil {
 		return nil, err
 	}
+	defer ml.Close()
 
 	if transcriptionModel == nil {
 		return nil, fmt.Errorf("could not load transcription model")
diff --git a/core/backend/tts.go b/core/backend/tts.go
index e6191cfb..6157f4c1 100644
--- a/core/backend/tts.go
+++ b/core/backend/tts.go
@@ -23,10 +23,10 @@ func ModelTTS(
 ) (string, *proto.Result, error) {
 	opts := ModelOptions(backendConfig, appConfig, model.WithDefaultBackendString(model.PiperBackend))
 	ttsModel, err := loader.Load(opts...)
-
 	if err != nil {
 		return "", nil, err
 	}
+	defer loader.Close()
 
 	if ttsModel == nil {
 		return "", nil, fmt.Errorf("could not load tts model %q", backendConfig.Model)
diff --git a/core/backend/vad.go b/core/backend/vad.go
index 8d148353..741dbb19 100644
--- a/core/backend/vad.go
+++ b/core/backend/vad.go
@@ -19,6 +19,8 @@ func VAD(request *schema.VADRequest,
 	if err != nil {
 		return nil, err
 	}
+	defer ml.Close()
+
 	req := proto.VADRequest{
 		Audio: request.Audio,
 	}
diff --git a/core/cli/soundgeneration.go b/core/cli/soundgeneration.go
index a8acd6ba..3c7e9af4 100644
--- a/core/cli/soundgeneration.go
+++ b/core/cli/soundgeneration.go
@@ -74,7 +74,7 @@ func (t *SoundGenerationCMD) Run(ctx *cliContext.Context) error {
 		AssetsDestination:    t.BackendAssetsPath,
 		ExternalGRPCBackends: externalBackends,
 	}
-	ml := model.NewModelLoader(opts.ModelPath)
+	ml := model.NewModelLoader(opts.ModelPath, opts.SingleBackend)
 
 	defer func() {
 		err := ml.StopAllGRPC()
diff --git a/core/cli/transcript.go b/core/cli/transcript.go
index 7f5e6a9d..67b5ed1d 100644
--- a/core/cli/transcript.go
+++ b/core/cli/transcript.go
@@ -32,7 +32,7 @@ func (t *TranscriptCMD) Run(ctx *cliContext.Context) error {
 	}
 
 	cl := config.NewBackendConfigLoader(t.ModelsPath)
-	ml := model.NewModelLoader(opts.ModelPath)
+	ml := model.NewModelLoader(opts.ModelPath, opts.SingleBackend)
 	if err := cl.LoadBackendConfigsFromPath(t.ModelsPath); err != nil {
 		return err
 	}
diff --git a/core/cli/tts.go b/core/cli/tts.go
index af51ce06..283372fe 100644
--- a/core/cli/tts.go
+++ b/core/cli/tts.go
@@ -41,7 +41,7 @@ func (t *TTSCMD) Run(ctx *cliContext.Context) error {
 		AudioDir:          outputDir,
 		AssetsDestination: t.BackendAssetsPath,
 	}
-	ml := model.NewModelLoader(opts.ModelPath)
+	ml := model.NewModelLoader(opts.ModelPath, opts.SingleBackend)
 
 	defer func() {
 		err := ml.StopAllGRPC()
diff --git a/core/http/endpoints/localai/stores.go b/core/http/endpoints/localai/stores.go
index f417c580..dd8df8b1 100644
--- a/core/http/endpoints/localai/stores.go
+++ b/core/http/endpoints/localai/stores.go
@@ -21,6 +21,7 @@ func StoresSetEndpoint(sl *model.ModelLoader, appConfig *config.ApplicationConfi
 		if err != nil {
 			return err
 		}
+		defer sl.Close()
 
 		vals := make([][]byte, len(input.Values))
 		for i, v := range input.Values {
@@ -48,6 +49,7 @@ func StoresDeleteEndpoint(sl *model.ModelLoader, appConfig *config.ApplicationCo
 		if err != nil {
 			return err
 		}
+		defer sl.Close()
 
 		if err := store.DeleteCols(c.Context(), sb, input.Keys); err != nil {
 			return err
@@ -69,6 +71,7 @@ func StoresGetEndpoint(sl *model.ModelLoader, appConfig *config.ApplicationConfi
 		if err != nil {
 			return err
 		}
+		defer sl.Close()
 
 		keys, vals, err := store.GetCols(c.Context(), sb, input.Keys)
 		if err != nil {
@@ -100,6 +103,7 @@ func StoresFindEndpoint(sl *model.ModelLoader, appConfig *config.ApplicationConf
 		if err != nil {
 			return err
 		}
+		defer sl.Close()
 
 		keys, vals, similarities, err := store.Find(c.Context(), sb, input.Key, input.Topk)
 		if err != nil {
diff --git a/core/http/endpoints/openai/assistant_test.go b/core/http/endpoints/openai/assistant_test.go
index 6858f65d..90edb935 100644
--- a/core/http/endpoints/openai/assistant_test.go
+++ b/core/http/endpoints/openai/assistant_test.go
@@ -40,7 +40,7 @@ func TestAssistantEndpoints(t *testing.T) {
 	cl := &config.BackendConfigLoader{}
 	//configsDir := "/tmp/localai/configs"
 	modelPath := "/tmp/localai/model"
-	var ml = model.NewModelLoader(modelPath)
+	var ml = model.NewModelLoader(modelPath, false)
 
 	appConfig := &config.ApplicationConfig{
 		ConfigsDir:    configsDir,
diff --git a/core/http/routes/localai.go b/core/http/routes/localai.go
index 20c571fd..ebf9c1c9 100644
--- a/core/http/routes/localai.go
+++ b/core/http/routes/localai.go
@@ -50,11 +50,10 @@ func RegisterLocalAIRoutes(router *fiber.App,
 	router.Post("/v1/vad", vadChain...)
 
 	// Stores
-	sl := model.NewModelLoader("")
-	router.Post("/stores/set", localai.StoresSetEndpoint(sl, appConfig))
-	router.Post("/stores/delete", localai.StoresDeleteEndpoint(sl, appConfig))
-	router.Post("/stores/get", localai.StoresGetEndpoint(sl, appConfig))
-	router.Post("/stores/find", localai.StoresFindEndpoint(sl, appConfig))
+	router.Post("/stores/set", localai.StoresSetEndpoint(ml, appConfig))
+	router.Post("/stores/delete", localai.StoresDeleteEndpoint(ml, appConfig))
+	router.Post("/stores/get", localai.StoresGetEndpoint(ml, appConfig))
+	router.Post("/stores/find", localai.StoresFindEndpoint(ml, appConfig))
 
 	if !appConfig.DisableMetrics {
 		router.Get("/metrics", localai.LocalAIMetricsEndpoint())
diff --git a/pkg/model/initializers.go b/pkg/model/initializers.go
index 12a1a972..1a7fdc9c 100644
--- a/pkg/model/initializers.go
+++ b/pkg/model/initializers.go
@@ -509,7 +509,23 @@ func (ml *ModelLoader) stopActiveBackends(modelID string, singleActiveBackend bo
 	}
 }
 
+func (ml *ModelLoader) Close() {
+	if !ml.singletonMode {
+		return
+	}
+	ml.singletonLock.Unlock()
+}
+
+func (ml *ModelLoader) lockBackend() {
+	if !ml.singletonMode {
+		return
+	}
+	ml.singletonLock.Lock()
+}
+
 func (ml *ModelLoader) Load(opts ...Option) (grpc.Backend, error) {
+	ml.lockBackend() // grab the singleton lock if needed
+
 	o := NewOptions(opts...)
 
 	// Return earlier if we have a model already loaded
@@ -520,7 +536,7 @@ func (ml *ModelLoader) Load(opts ...Option) (grpc.Backend, error) {
 		return m.GRPC(o.parallelRequests, ml.wd), nil
 	}
 
-	ml.stopActiveBackends(o.modelID, o.singleActiveBackend)
+	ml.stopActiveBackends(o.modelID, ml.singletonMode)
 
 	// if a backend is defined, return the loader directly
 	if o.backendString != "" {
@@ -533,6 +549,7 @@ func (ml *ModelLoader) Load(opts ...Option) (grpc.Backend, error) {
 	// get backends embedded in the binary
 	autoLoadBackends, err := ml.ListAvailableBackends(o.assetDir)
 	if err != nil {
+		ml.Close() // we failed, release the lock
 		return nil, err
 	}
 
@@ -564,5 +581,7 @@ func (ml *ModelLoader) Load(opts ...Option) (grpc.Backend, error) {
 		}
 	}
 
+	ml.Close() // make sure to release the lock in case of failure
+
 	return nil, fmt.Errorf("could not load model - all backends returned error: %s", err.Error())
 }
diff --git a/pkg/model/loader.go b/pkg/model/loader.go
index c25662d3..e74ea97b 100644
--- a/pkg/model/loader.go
+++ b/pkg/model/loader.go
@@ -18,16 +18,19 @@ import (
 
 // TODO: Split ModelLoader and TemplateLoader? Just to keep things more organized. Left together to share a mutex until I look into that. Would split if we seperate directories for .bin/.yaml and .tmpl
 type ModelLoader struct {
-	ModelPath string
-	mu        sync.Mutex
-	models    map[string]*Model
-	wd        *WatchDog
+	ModelPath     string
+	mu            sync.Mutex
+	singletonLock sync.Mutex
+	singletonMode bool
+	models        map[string]*Model
+	wd            *WatchDog
 }
 
-func NewModelLoader(modelPath string) *ModelLoader {
+func NewModelLoader(modelPath string, singleActiveBackend bool) *ModelLoader {
 	nml := &ModelLoader{
-		ModelPath: modelPath,
-		models:    make(map[string]*Model),
+		ModelPath:     modelPath,
+		models:        make(map[string]*Model),
+		singletonMode: singleActiveBackend,
 	}
 
 	return nml
diff --git a/pkg/model/loader_options.go b/pkg/model/loader_options.go
index c151d53b..28a7c598 100644
--- a/pkg/model/loader_options.go
+++ b/pkg/model/loader_options.go
@@ -17,10 +17,9 @@ type Options struct {
 
 	externalBackends map[string]string
 
-	grpcAttempts        int
-	grpcAttemptsDelay   int
-	singleActiveBackend bool
-	parallelRequests    bool
+	grpcAttempts      int
+	grpcAttemptsDelay int
+	parallelRequests  bool
 }
 
 type Option func(*Options)
@@ -88,12 +87,6 @@ func WithContext(ctx context.Context) Option {
 	}
 }
 
-func WithSingleActiveBackend() Option {
-	return func(o *Options) {
-		o.singleActiveBackend = true
-	}
-}
-
 func WithModelID(id string) Option {
 	return func(o *Options) {
 		o.modelID = id
diff --git a/pkg/model/loader_test.go b/pkg/model/loader_test.go
index 83e47ec6..a8e77bd2 100644
--- a/pkg/model/loader_test.go
+++ b/pkg/model/loader_test.go
@@ -21,7 +21,7 @@ var _ = Describe("ModelLoader", func() {
 		// Setup the model loader with a test directory
 		modelPath = "/tmp/test_model_path"
 		os.Mkdir(modelPath, 0755)
-		modelLoader = model.NewModelLoader(modelPath)
+		modelLoader = model.NewModelLoader(modelPath, false)
 	})
 
 	AfterEach(func() {
diff --git a/tests/integration/stores_test.go b/tests/integration/stores_test.go
index 9612bec0..5484a79c 100644
--- a/tests/integration/stores_test.go
+++ b/tests/integration/stores_test.go
@@ -70,7 +70,7 @@ var _ = Describe("Integration tests for the stores backend(s) and internal APIs"
 				model.WithModel("test"),
 			}
 
-			sl = model.NewModelLoader("")
+			sl = model.NewModelLoader("", false)
 			sc, err = sl.Load(storeOpts...)
 			Expect(err).ToNot(HaveOccurred())
 			Expect(sc).ToNot(BeNil())
@@ -235,7 +235,7 @@ var _ = Describe("Integration tests for the stores backend(s) and internal APIs"
 			keys := [][]float32{{1.0, 0.0, 0.0}, {0.0, 1.0, 0.0}, {0.0, 0.0, 1.0}, {-1.0, 0.0, 0.0}}
 			vals := [][]byte{[]byte("x"), []byte("y"), []byte("z"), []byte("-z")}
 
-			err := store.SetCols(context.Background(), sc, keys, vals);
+			err := store.SetCols(context.Background(), sc, keys, vals)
 			Expect(err).ToNot(HaveOccurred())
 
 			_, _, sims, err := store.Find(context.Background(), sc, keys[0], 4)
@@ -247,7 +247,7 @@ var _ = Describe("Integration tests for the stores backend(s) and internal APIs"
 			keys := [][]float32{{1.0, 0.0, 1.0}, {0.0, 2.0, 0.0}, {0.0, 0.0, -1.0}, {-1.0, 0.0, -1.0}}
 			vals := [][]byte{[]byte("x"), []byte("y"), []byte("z"), []byte("-z")}
 
-			err := store.SetCols(context.Background(), sc, keys, vals);
+			err := store.SetCols(context.Background(), sc, keys, vals)
 			Expect(err).ToNot(HaveOccurred())
 
 			_, _, sims, err := store.Find(context.Background(), sc, keys[0], 4)
@@ -314,7 +314,7 @@ var _ = Describe("Integration tests for the stores backend(s) and internal APIs"
 
 			normalize(keys[6:])
 
-			err := store.SetCols(context.Background(), sc, keys, vals);
+			err := store.SetCols(context.Background(), sc, keys, vals)
 			Expect(err).ToNot(HaveOccurred())
 
 			expectTriangleEq(keys, vals)
@@ -341,7 +341,7 @@ var _ = Describe("Integration tests for the stores backend(s) and internal APIs"
 				c += 1
 			}
 
-			err := store.SetCols(context.Background(), sc, keys, vals);
+			err := store.SetCols(context.Background(), sc, keys, vals)
 			Expect(err).ToNot(HaveOccurred())
 
 			expectTriangleEq(keys, vals)

From cbbc954a8ca2da311eb79641ccce18a590205076 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Wed, 2 Apr 2025 09:22:53 +0200
Subject: [PATCH 424/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `f423981ac806bf031d83784bcb47d2721bc70f97` (#5108)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 1e36c123..13f7bb18 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=c80a7759dab10657b9b6c3e87eef988a133b9b6a
+CPPLLAMA_VERSION?=f423981ac806bf031d83784bcb47d2721bc70f97
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 7ee32884600ae98b1fec690dc74373b671aa8f01 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 3 Apr 2025 10:15:57 +0200
Subject: [PATCH 425/679] chore(model gallery): add
 all-hands_openhands-lm-32b-v0.1 (#5111)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 30 ++++++++++++++++++++++++++++++
 1 file changed, 30 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 340943e1..924144a3 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -5410,6 +5410,36 @@
     - filename: hammer2.0-7b-q5_k_m.gguf
       sha256: 3682843c857595765f0786cf24b3d501af96fe5d99a9fb2526bc7707e28bae1e
       uri: huggingface://Nekuromento/Hammer2.0-7b-Q5_K_M-GGUF/hammer2.0-7b-q5_k_m.gguf
+- !!merge <<: *qwen25
+  icon: https://github.com/All-Hands-AI/OpenHands/blob/main/docs/static/img/logo.png?raw=true
+  name: "all-hands_openhands-lm-32b-v0.1"
+  urls:
+    - https://huggingface.co/all-hands/openhands-lm-32b-v0.1
+    - https://huggingface.co/bartowski/all-hands_openhands-lm-32b-v0.1-GGUF
+  description: |
+    Autonomous agents for software development are already contributing to a wide range of software development tasks. But up to this point, strong coding agents have relied on proprietary models, which means that even if you use an open-source agent like OpenHands, you are still reliant on API calls to an external service.
+
+    Today, we are excited to introduce OpenHands LM, a new open coding model that:
+
+        Is open and available on Hugging Face, so you can download it and run it locally
+        Is a reasonable size, 32B, so it can be run locally on hardware such as a single 3090 GPU
+        Achieves strong performance on software engineering tasks, including 37.2% resolve rate on SWE-Bench Verified
+
+    Read below for more details and our future plans!
+    What is OpenHands LM?
+
+    OpenHands LM is built on the foundation of Qwen Coder 2.5 Instruct 32B, leveraging its powerful base capabilities for coding tasks. What sets OpenHands LM apart is our specialized fine-tuning process:
+
+        We used training data generated by OpenHands itself on a diverse set of open-source repositories
+        Specifically, we use an RL-based framework outlined in SWE-Gym, where we set up a training environment, generate training data using an existing agent, and then fine-tune the model on examples that were resolved successfully
+        It features a 128K token context window, ideal for handling large codebases and long-horizon software engineering tasks
+  overrides:
+    parameters:
+      model: all-hands_openhands-lm-32b-v0.1-Q4_K_M.gguf
+  files:
+    - filename: all-hands_openhands-lm-32b-v0.1-Q4_K_M.gguf
+      sha256: f7c2311d3264cc1e021a21a319748a9c75b74ddebe38551786aa4053448e5e74
+      uri: huggingface://bartowski/all-hands_openhands-lm-32b-v0.1-GGUF/all-hands_openhands-lm-32b-v0.1-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From 22060f641082ed3d121a94a112b3c9f1aadb47d6 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 3 Apr 2025 10:17:57 +0200
Subject: [PATCH 426/679] chore(model gallery): add burtenshaw_gemmacoder3-12b
 (#5112)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 924144a3..a646908f 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -386,6 +386,21 @@
     - filename: Gemma-3-Starshine-12B.i1-Q4_K_M.gguf
       sha256: 4c35a678e3784e20a8d85d4e7045d965509a1a71305a0da105fc5991ba7d6dc4
       uri: huggingface://mradermacher/Gemma-3-Starshine-12B-i1-GGUF/Gemma-3-Starshine-12B.i1-Q4_K_M.gguf
+- !!merge <<: *gemma3
+  name: "burtenshaw_gemmacoder3-12b"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/62d648291fa3e4e7ae3fa6e8/zkcBr2UZFDpALAsMdgbze.gif
+  urls:
+    - https://huggingface.co/burtenshaw/GemmaCoder3-12B
+    - https://huggingface.co/bartowski/burtenshaw_GemmaCoder3-12B-GGUF
+  description: |
+    This model is a fine-tuned version of google/gemma-3-12b-it on the open-r1/codeforces-cots dataset. It has been trained using TRL.
+  overrides:
+    parameters:
+      model: burtenshaw_GemmaCoder3-12B-Q4_K_M.gguf
+  files:
+    - filename: burtenshaw_GemmaCoder3-12B-Q4_K_M.gguf
+      sha256: 47f0a2848eeed783cb03336afd8cc69f6ee0e088e3cec11ab6d9fe16457dc3d4
+      uri: huggingface://bartowski/burtenshaw_GemmaCoder3-12B-GGUF/burtenshaw_GemmaCoder3-12B-Q4_K_M.gguf
 - &eurollm
   name: "eurollm-9b-instruct"
   icon: https://openeurollm.eu/_next/static/media/logo-dark.e7001867.svg

From 89e151f035f1fb9bf845579377fde9bd14a7961c Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 3 Apr 2025 10:20:20 +0200
Subject: [PATCH 427/679] chore(model gallery): add
 all-hands_openhands-lm-7b-v0.1 (#5113)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 30 ++++++++++++++++++++++++++++++
 1 file changed, 30 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index a646908f..c2779b76 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -5455,6 +5455,36 @@
     - filename: all-hands_openhands-lm-32b-v0.1-Q4_K_M.gguf
       sha256: f7c2311d3264cc1e021a21a319748a9c75b74ddebe38551786aa4053448e5e74
       uri: huggingface://bartowski/all-hands_openhands-lm-32b-v0.1-GGUF/all-hands_openhands-lm-32b-v0.1-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "all-hands_openhands-lm-7b-v0.1"
+  icon: https://github.com/All-Hands-AI/OpenHands/blob/main/docs/static/img/logo.png?raw=true
+  urls:
+    - https://huggingface.co/all-hands/openhands-lm-7b-v0.1
+    - https://huggingface.co/bartowski/all-hands_openhands-lm-7b-v0.1-GGUF
+  description: |
+    This is a smaller 7B model trained following the recipe of all-hands/openhands-lm-32b-v0.1. Autonomous agents for software development are already contributing to a wide range of software development tasks. But up to this point, strong coding agents have relied on proprietary models, which means that even if you use an open-source agent like OpenHands, you are still reliant on API calls to an external service.
+
+    Today, we are excited to introduce OpenHands LM, a new open coding model that:
+
+        Is open and available on Hugging Face, so you can download it and run it locally
+        Is a reasonable size, 32B, so it can be run locally on hardware such as a single 3090 GPU
+        Achieves strong performance on software engineering tasks, including 37.2% resolve rate on SWE-Bench Verified
+
+    Read below for more details and our future plans!
+    What is OpenHands LM?
+
+    OpenHands LM is built on the foundation of Qwen Coder 2.5 Instruct 32B, leveraging its powerful base capabilities for coding tasks. What sets OpenHands LM apart is our specialized fine-tuning process:
+
+        We used training data generated by OpenHands itself on a diverse set of open-source repositories
+        Specifically, we use an RL-based framework outlined in SWE-Gym, where we set up a training environment, generate training data using an existing agent, and then fine-tune the model on examples that were resolved successfully
+        It features a 128K token context window, ideal for handling large codebases and long-horizon software engineering tasks
+  overrides:
+    parameters:
+      model: all-hands_openhands-lm-7b-v0.1-Q4_K_M.gguf
+  files:
+    - filename: all-hands_openhands-lm-7b-v0.1-Q4_K_M.gguf
+      sha256: d50031b04bbdad714c004a0dc117c18d26a026297c236cda36089c20279b2ec1
+      uri: huggingface://bartowski/all-hands_openhands-lm-7b-v0.1-GGUF/all-hands_openhands-lm-7b-v0.1-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From 18b320d577d610b806ac19f30bcb29278bcc1325 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 3 Apr 2025 10:23:14 +0200
Subject: [PATCH 428/679] chore(deps): bump llama.cpp to
 'f01bd02376f919b05ee635f438311be8dfc91d7c (#5110)

chore(deps): bump llama.cpp to 'f01bd02376f919b05ee635f438311be8dfc91d7c'

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 Makefile                          |  2 +-
 backend/cpp/llama/grpc-server.cpp | 16 ++++++++--------
 2 files changed, 9 insertions(+), 9 deletions(-)

diff --git a/Makefile b/Makefile
index 13f7bb18..299a9b1d 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=f423981ac806bf031d83784bcb47d2721bc70f97
+CPPLLAMA_VERSION?=f01bd02376f919b05ee635f438311be8dfc91d7c
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp
diff --git a/backend/cpp/llama/grpc-server.cpp b/backend/cpp/llama/grpc-server.cpp
index edd22c5a..ded46b1c 100644
--- a/backend/cpp/llama/grpc-server.cpp
+++ b/backend/cpp/llama/grpc-server.cpp
@@ -509,15 +509,15 @@ struct llama_server_context
     bool load_model(const common_params &params_)
     {
         params = params_;
-        if (!params.mmproj.empty()) {
+        if (!params.mmproj.path.empty()) {
             multimodal = true;
             LOG_INFO("Multi Modal Mode Enabled", {});
-            clp_ctx = clip_init(params.mmproj.c_str(), clip_context_params {
+            clp_ctx = clip_init(params.mmproj.path.c_str(), clip_context_params {
                 /* use_gpu */ has_gpu,
                 /*verbosity=*/ 1,
             });
             if(clp_ctx == nullptr) {
-                LOG_ERR("unable to load clip model: %s", params.mmproj.c_str());
+                LOG_ERR("unable to load clip model: %s", params.mmproj.path.c_str());
                 return false;
             }
 
@@ -531,7 +531,7 @@ struct llama_server_context
         ctx = common_init.context.release();
         if (model == nullptr)
         {
-            LOG_ERR("unable to load model: %s", params.model.c_str());
+            LOG_ERR("unable to load model: %s", params.model.path.c_str());
             return false;
         }
 
@@ -2326,11 +2326,11 @@ static void params_parse(const backend::ModelOptions* request,
    
     // this is comparable to: https://github.com/ggerganov/llama.cpp/blob/d9b33fe95bd257b36c84ee5769cc048230067d6f/examples/server/server.cpp#L1809
 
-    params.model = request->modelfile();
+    params.model.path = request->modelfile();
     if (!request->mmproj().empty()) {
     // get the directory of modelfile
-      std::string model_dir = params.model.substr(0, params.model.find_last_of("/\\"));
-      params.mmproj = model_dir + "/"+ request->mmproj();
+      std::string model_dir = params.model.path.substr(0, params.model.path.find_last_of("/\\"));
+      params.mmproj.path = model_dir + "/"+ request->mmproj();
     }
     //  params.model_alias ??
     params.model_alias =  request->modelfile();
@@ -2405,7 +2405,7 @@ static void params_parse(const backend::ModelOptions* request,
         scale_factor = request->lorascale();
      }
      // get the directory of modelfile
-     std::string model_dir = params.model.substr(0, params.model.find_last_of("/\\"));
+     std::string model_dir = params.model.path.substr(0, params.model.path.find_last_of("/\\"));
      params.lora_adapters.push_back({ model_dir + "/"+request->loraadapter(), scale_factor });
     }
     params.use_mlock = request->mlock();

From 259ad3cfe61bd3e13fb12941875843416ea6d2c9 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 3 Apr 2025 10:25:46 +0200
Subject: [PATCH 429/679] chore(model gallery): add
 all-hands_openhands-lm-1.5b-v0.1 (#5114)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 30 ++++++++++++++++++++++++++++++
 1 file changed, 30 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index c2779b76..feccdb10 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -5485,6 +5485,36 @@
     - filename: all-hands_openhands-lm-7b-v0.1-Q4_K_M.gguf
       sha256: d50031b04bbdad714c004a0dc117c18d26a026297c236cda36089c20279b2ec1
       uri: huggingface://bartowski/all-hands_openhands-lm-7b-v0.1-GGUF/all-hands_openhands-lm-7b-v0.1-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "all-hands_openhands-lm-1.5b-v0.1"
+  icon: https://github.com/All-Hands-AI/OpenHands/blob/main/docs/static/img/logo.png?raw=true
+  urls:
+    - https://huggingface.co/all-hands/openhands-lm-1.5b-v0.1
+    - https://huggingface.co/bartowski/all-hands_openhands-lm-1.5b-v0.1-GGUF
+  description: |
+    This is a smaller 1.5B model trained following the recipe of all-hands/openhands-lm-32b-v0.1. It is intended to be used for speculative decoding. Autonomous agents for software development are already contributing to a wide range of software development tasks. But up to this point, strong coding agents have relied on proprietary models, which means that even if you use an open-source agent like OpenHands, you are still reliant on API calls to an external service.
+
+    Today, we are excited to introduce OpenHands LM, a new open coding model that:
+
+        Is open and available on Hugging Face, so you can download it and run it locally
+        Is a reasonable size, 32B, so it can be run locally on hardware such as a single 3090 GPU
+        Achieves strong performance on software engineering tasks, including 37.2% resolve rate on SWE-Bench Verified
+
+    Read below for more details and our future plans!
+    What is OpenHands LM?
+
+    OpenHands LM is built on the foundation of Qwen Coder 2.5 Instruct 32B, leveraging its powerful base capabilities for coding tasks. What sets OpenHands LM apart is our specialized fine-tuning process:
+
+        We used training data generated by OpenHands itself on a diverse set of open-source repositories
+        Specifically, we use an RL-based framework outlined in SWE-Gym, where we set up a training environment, generate training data using an existing agent, and then fine-tune the model on examples that were resolved successfully
+        It features a 128K token context window, ideal for handling large codebases and long-horizon software engineering tasks
+  overrides:
+    parameters:
+      model: all-hands_openhands-lm-1.5b-v0.1-Q4_K_M.gguf
+  files:
+    - filename: all-hands_openhands-lm-1.5b-v0.1-Q4_K_M.gguf
+      sha256: 30abd7860c4eb5f2f51546389407b0064360862f64ea55cdf95f97c6e155b3c6
+      uri: huggingface://bartowski/all-hands_openhands-lm-1.5b-v0.1-GGUF/all-hands_openhands-lm-1.5b-v0.1-Q4_K_M.ggu
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From d2cf8ef0708592f633a49b2a14bd224aa3e0687e Mon Sep 17 00:00:00 2001
From: Richard Palethorpe <io@richiejp.com>
Date: Thu, 3 Apr 2025 15:22:59 +0100
Subject: [PATCH 430/679] fix(sycl): kernel not found error by forcing -fsycl
 (#5115)

* chore(sycl): Update oneapi to 2025:1

Signed-off-by: Richard Palethorpe <io@richiejp.com>

* fix(sycl): Pass -fsycl flag as workaround

-fsycl should be set by llama.cpp's cmake file, but something goes wrong
and it doesn't appear to get added

Signed-off-by: Richard Palethorpe <io@richiejp.com>

* fix(build): Speed up llama build by using all CPUs

Signed-off-by: Richard Palethorpe <io@richiejp.com>

---------

Signed-off-by: Richard Palethorpe <io@richiejp.com>
---
 .github/workflows/generate_intel_image.yaml |  2 +-
 Makefile                                    |  4 ++--
 backend/cpp/llama/Makefile                  | 17 ++++++++++++-----
 3 files changed, 15 insertions(+), 8 deletions(-)

diff --git a/.github/workflows/generate_intel_image.yaml b/.github/workflows/generate_intel_image.yaml
index 8283964c..20ce1d5a 100644
--- a/.github/workflows/generate_intel_image.yaml
+++ b/.github/workflows/generate_intel_image.yaml
@@ -15,7 +15,7 @@ jobs:
     strategy:
       matrix:
         include:
-          - base-image: intel/oneapi-basekit:2025.0.0-0-devel-ubuntu22.04
+          - base-image: intel/oneapi-basekit:2025.1.0-0-devel-ubuntu22.04
             runs-on: 'ubuntu-latest'
             platforms: 'linux/amd64'
     runs-on: ${{matrix.runs-on}}
diff --git a/Makefile b/Makefile
index 299a9b1d..3c61d6f4 100644
--- a/Makefile
+++ b/Makefile
@@ -809,7 +809,7 @@ docker-aio-all:
 
 docker-image-intel:
 	docker build \
-		--build-arg BASE_IMAGE=intel/oneapi-basekit:2025.0.0-0-devel-ubuntu22.04 \
+		--build-arg BASE_IMAGE=intel/oneapi-basekit:2025.1.0-0-devel-ubuntu24.04 \
 		--build-arg IMAGE_TYPE=$(IMAGE_TYPE) \
 		--build-arg GO_TAGS="none" \
 		--build-arg MAKEFLAGS="$(DOCKER_MAKEFLAGS)" \
@@ -817,7 +817,7 @@ docker-image-intel:
 
 docker-image-intel-xpu:
 	docker build \
-		--build-arg BASE_IMAGE=intel/oneapi-basekit:2025.0.0-0-devel-ubuntu22.04 \
+		--build-arg BASE_IMAGE=intel/oneapi-basekit:2025.1.0-0-devel-ubuntu22.04 \
 		--build-arg IMAGE_TYPE=$(IMAGE_TYPE) \
 		--build-arg GO_TAGS="none" \
 		--build-arg MAKEFLAGS="$(DOCKER_MAKEFLAGS)" \
diff --git a/backend/cpp/llama/Makefile b/backend/cpp/llama/Makefile
index 17f55003..e36dc7c2 100644
--- a/backend/cpp/llama/Makefile
+++ b/backend/cpp/llama/Makefile
@@ -36,11 +36,18 @@ else ifeq ($(OS),Darwin)
 endif
 
 ifeq ($(BUILD_TYPE),sycl_f16)
-	CMAKE_ARGS+=-DGGML_SYCL=ON -DCMAKE_C_COMPILER=icx -DCMAKE_CXX_COMPILER=icpx -DGGML_SYCL_F16=ON
+	CMAKE_ARGS+=-DGGML_SYCL=ON \
+		-DCMAKE_C_COMPILER=icx \
+		-DCMAKE_CXX_COMPILER=icpx \
+		-DCMAKE_CXX_FLAGS="-fsycl" \
+		-DGGML_SYCL_F16=ON
 endif
 
 ifeq ($(BUILD_TYPE),sycl_f32)
-	CMAKE_ARGS+=-DGGML_SYCL=ON -DCMAKE_C_COMPILER=icx -DCMAKE_CXX_COMPILER=icpx
+	CMAKE_ARGS+=-DGGML_SYCL=ON \
+		-DCMAKE_C_COMPILER=icx \
+		-DCMAKE_CXX_COMPILER=icpx \
+		-DCMAKE_CXX_FLAGS="-fsycl"
 endif
 
 llama.cpp:
@@ -73,8 +80,8 @@ grpc-server: llama.cpp llama.cpp/examples/grpc-server
 	@echo "Building grpc-server with $(BUILD_TYPE) build type and $(CMAKE_ARGS)"
 ifneq (,$(findstring sycl,$(BUILD_TYPE)))
 	+bash -c "source $(ONEAPI_VARS); \
-	cd llama.cpp && mkdir -p build && cd build && cmake .. $(CMAKE_ARGS) && cmake --build . --config Release $(TARGET)"
+	cd llama.cpp && mkdir -p build && cd build && cmake .. $(CMAKE_ARGS) && cmake --build . --config Release $(TARGET) -j$(nproc)"
 else
-	+cd llama.cpp && mkdir -p build && cd build && cmake .. $(CMAKE_ARGS) && cmake --build . --config Release $(TARGET)
+	+cd llama.cpp && mkdir -p build && cd build && cmake .. $(CMAKE_ARGS) && cmake --build . --config Release $(TARGET) -j$(nproc)
 endif
-	cp llama.cpp/build/bin/grpc-server .
\ No newline at end of file
+	cp llama.cpp/build/bin/grpc-server .

From 6af3f46bc37c2d1e3fc623008bf4dbf56d114111 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Fri, 4 Apr 2025 00:59:49 +0200
Subject: [PATCH 431/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `c262beddf29f3f3be5bbbf167b56029a19876956` (#5116)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 3c61d6f4..d7f8b3e2 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=f01bd02376f919b05ee635f438311be8dfc91d7c
+CPPLLAMA_VERSION?=c262beddf29f3f3be5bbbf167b56029a19876956
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 128612a6fc70c37aeb45fd4cdafe2310f65fb2d7 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 4 Apr 2025 10:21:45 +0200
Subject: [PATCH 432/679] chore(model gallery): add gemma-3-12b-it-qat (#5117)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 18 ++++++++++++++++++
 1 file changed, 18 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index feccdb10..804d5651 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -78,6 +78,24 @@
     - filename: gemma-3-1b-it-Q4_K_M.gguf
       sha256: 8ccc5cd1f1b3602548715ae25a66ed73fd5dc68a210412eea643eb20eb75a135
       uri: huggingface://ggml-org/gemma-3-1b-it-GGUF/gemma-3-1b-it-Q4_K_M.gguf
+- !!merge <<: *gemma3
+  name: "gemma-3-12b-it-qat"
+  urls:
+    - https://huggingface.co/google/gemma-3-12b-it
+    - https://huggingface.co/vinimuchulski/gemma-3-12b-it-qat-q4_0-gguf
+  description: |
+    This model corresponds to the 12B instruction-tuned version of the Gemma 3 model in GGUF format using Quantization Aware Training (QAT). The GGUF corresponds to Q4_0 quantization.
+
+    Thanks to QAT, the model is able to preserve similar quality as bfloat16 while significantly reducing the memory requirements to load the model.
+
+    You can find the half-precision version here.
+  overrides:
+    parameters:
+      model: gemma-3-12b-it-q4_0.gguf
+  files:
+    - filename: gemma-3-12b-it-q4_0.gguf
+      sha256: 6f1bb5f455414f7b46482bda51cbfdbf19786e21a5498c4403fdfc03d09b045c
+      uri: huggingface://vinimuchulski/gemma-3-12b-it-qat-q4_0-gguf/gemma-3-12b-it-q4_0.gguf
 - !!merge <<: *gemma3
   name: "qgallouedec_gemma-3-27b-it-codeforces-sft"
   urls:

From 31a7084c759cd771594eaee55946e6b09664fc13 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 4 Apr 2025 10:23:56 +0200
Subject: [PATCH 433/679] chore(model gallery): add gemma-3-4b-it-qat (#5118)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 18 ++++++++++++++++++
 1 file changed, 18 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 804d5651..ac5022d0 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -96,6 +96,24 @@
     - filename: gemma-3-12b-it-q4_0.gguf
       sha256: 6f1bb5f455414f7b46482bda51cbfdbf19786e21a5498c4403fdfc03d09b045c
       uri: huggingface://vinimuchulski/gemma-3-12b-it-qat-q4_0-gguf/gemma-3-12b-it-q4_0.gguf
+- !!merge <<: *gemma3
+  name: "gemma-3-4b-it-qat"
+  urls:
+    - https://huggingface.co/google/gemma-3-4b-it
+    - https://huggingface.co/vinimuchulski/gemma-3-4b-it-qat-q4_0-gguf
+  description: |
+    This model corresponds to the 4B instruction-tuned version of the Gemma 3 model in GGUF format using Quantization Aware Training (QAT). The GGUF corresponds to Q4_0 quantization.
+
+    Thanks to QAT, the model is able to preserve similar quality as bfloat16 while significantly reducing the memory requirements to load the model.
+
+    You can find the half-precision version here.
+  overrides:
+    parameters:
+      model: gemma-3-4b-it-q4_0.gguf
+  files:
+    - filename: gemma-3-4b-it-q4_0.gguf
+      sha256: 2ca493d426ffcb43db27132f183a0230eda4a3621e58b328d55b665f1937a317
+      uri: huggingface://vinimuchulski/gemma-3-4b-it-qat-q4_0-gguf/gemma-3-4b-it-q4_0.gguf
 - !!merge <<: *gemma3
   name: "qgallouedec_gemma-3-27b-it-codeforces-sft"
   urls:

From d26e61388b19a1950bfdcdb11d4e78cf01845710 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 4 Apr 2025 10:27:52 +0200
Subject: [PATCH 434/679] chore(model gallery): add tesslate_synthia-s1-27b
 (#5119)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index ac5022d0..d02b0778 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -437,6 +437,21 @@
     - filename: burtenshaw_GemmaCoder3-12B-Q4_K_M.gguf
       sha256: 47f0a2848eeed783cb03336afd8cc69f6ee0e088e3cec11ab6d9fe16457dc3d4
       uri: huggingface://bartowski/burtenshaw_GemmaCoder3-12B-GGUF/burtenshaw_GemmaCoder3-12B-Q4_K_M.gguf
+- !!merge <<: *gemma3
+  name: "tesslate_synthia-s1-27b"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/64d1129297ca59bcf7458d07/zgFDl7UvWhiPYqdote7XT.png
+  urls:
+    - https://huggingface.co/Tesslate/Synthia-S1-27b
+    - https://huggingface.co/bartowski/Tesslate_Synthia-S1-27b-GGUF
+  description: |
+    Synthia-S1-27b is a reasoning, AI model developed by Tesslate AI, fine-tuned specifically for advanced reasoning, coding, and RP usecases. Built upon the robust Gemma3 architecture, Synthia-S1-27b excels in logical reasoning, creative writing, and deep contextual understanding. It supports multimodal inputs (text and images) with a large 128K token context window, enabling complex analysis suitable for research, academic tasks, and enterprise-grade AI applications.
+  overrides:
+    parameters:
+      model: Tesslate_Synthia-S1-27b-Q4_K_M.gguf
+  files:
+    - filename: Tesslate_Synthia-S1-27b-Q4_K_M.gguf
+      sha256: d953bf7f802dc68f85a35360deb24b9a8b446af051e82c77f2f0759065d2aa71
+      uri: huggingface://bartowski/Tesslate_Synthia-S1-27b-GGUF/Tesslate_Synthia-S1-27b-Q4_K_M.gguf
 - &eurollm
   name: "eurollm-9b-instruct"
   icon: https://openeurollm.eu/_next/static/media/logo-dark.e7001867.svg

From 9e6dbb0b5a1be44dcd82800c4bed89a1675ef260 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 4 Apr 2025 10:29:47 +0200
Subject: [PATCH 435/679] chore(model gallery): add
 katanemo_arch-function-chat-7b (#5120)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 24 +++++++++++++++++++++++-
 1 file changed, 23 insertions(+), 1 deletion(-)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index d02b0778..2dd3d4e2 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -5565,7 +5565,29 @@
   files:
     - filename: all-hands_openhands-lm-1.5b-v0.1-Q4_K_M.gguf
       sha256: 30abd7860c4eb5f2f51546389407b0064360862f64ea55cdf95f97c6e155b3c6
-      uri: huggingface://bartowski/all-hands_openhands-lm-1.5b-v0.1-GGUF/all-hands_openhands-lm-1.5b-v0.1-Q4_K_M.ggu
+      uri: huggingface://bartowski/all-hands_openhands-lm-1.5b-v0.1-GGUF/all-hands_openhands-lm-1.5b-v0.1-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "katanemo_arch-function-chat-7b"
+  urls:
+    - https://huggingface.co/katanemo/Arch-Function-Chat-7B
+    - https://huggingface.co/bartowski/katanemo_Arch-Function-Chat-7B-GGUF
+  description: |
+    The Arch-Function-Chat collection builds upon the Katanemo's Arch-Function collection by extending its capabilities beyond function calling. This new collection maintains the state-of-the-art(SOTA) function calling performance of the original collection while adding powerful new features that make it even more versatile in real-world applications.
+
+    In addition to function calling capabilities, this collection now offers:
+
+        Clarify & refine: Generates natural follow-up questions to collect missing information for function calling
+        Interpret & respond: Provides human-friendly responses based on function execution results
+        Context management: Mantains context in complex multi-turn interactions
+
+    Note: Arch-Function-Chat is now the primarly LLM used in then open source Arch Gateway - An AI-native proxy for agents. For more details about the project, check out the Github README.
+  overrides:
+    parameters:
+      model: katanemo_Arch-Function-Chat-7B-Q4_K_M.gguf
+  files:
+    - filename: katanemo_Arch-Function-Chat-7B-Q4_K_M.gguf
+      sha256: 6fd603511076ffea3697c8a76d82c054781c5e11f134b937a66cedfc49b3d2c5
+      uri: huggingface://bartowski/katanemo_Arch-Function-Chat-7B-GGUF/katanemo_Arch-Function-Chat-7B-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From 0064bec8f5bbced35705db6f90ca31ae6f748bf3 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 4 Apr 2025 10:31:44 +0200
Subject: [PATCH 436/679] chore(model gallery): add
 katanemo_arch-function-chat-1.5b (#5121)

---
 gallery/index.yaml | 22 ++++++++++++++++++++++
 1 file changed, 22 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 2dd3d4e2..17e9b070 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -5588,6 +5588,28 @@
     - filename: katanemo_Arch-Function-Chat-7B-Q4_K_M.gguf
       sha256: 6fd603511076ffea3697c8a76d82c054781c5e11f134b937a66cedfc49b3d2c5
       uri: huggingface://bartowski/katanemo_Arch-Function-Chat-7B-GGUF/katanemo_Arch-Function-Chat-7B-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "katanemo_arch-function-chat-1.5b"
+  urls:
+    - https://huggingface.co/katanemo/Arch-Function-Chat-1.5B
+    - https://huggingface.co/bartowski/katanemo_Arch-Function-Chat-1.5B-GGUF
+  description: |
+    The Arch-Function-Chat collection builds upon the Katanemo's Arch-Function collection by extending its capabilities beyond function calling. This new collection maintains the state-of-the-art(SOTA) function calling performance of the original collection while adding powerful new features that make it even more versatile in real-world applications.
+
+    In addition to function calling capabilities, this collection now offers:
+
+        Clarify & refine: Generates natural follow-up questions to collect missing information for function calling
+        Interpret & respond: Provides human-friendly responses based on function execution results
+        Context management: Mantains context in complex multi-turn interactions
+
+    Note: Arch-Function-Chat is now the primarly LLM used in then open source Arch Gateway - An AI-native proxy for agents. For more details about the project, check out the Github README.
+  overrides:
+    parameters:
+      model: katanemo_Arch-Function-Chat-1.5B-Q4_K_M.gguf
+  files:
+    - filename: katanemo_Arch-Function-Chat-1.5B-Q4_K_M.gguf
+      sha256: 5bfcb72803745c374a90b0ceb60f347a8c7d1239960cce6a2d22cc1276236098
+      uri: huggingface://bartowski/katanemo_Arch-Function-Chat-1.5B-GGUF/katanemo_Arch-Function-Chat-1.5B-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From 106e40845f2afa75d8d49366aae383924a850bb5 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 4 Apr 2025 10:45:44 +0200
Subject: [PATCH 437/679] chore(model gallery): add
 katanemo_arch-function-chat-3b (#5122)

---
 gallery/index.yaml | 22 ++++++++++++++++++++++
 1 file changed, 22 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 17e9b070..464eed52 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -5610,6 +5610,28 @@
     - filename: katanemo_Arch-Function-Chat-1.5B-Q4_K_M.gguf
       sha256: 5bfcb72803745c374a90b0ceb60f347a8c7d1239960cce6a2d22cc1276236098
       uri: huggingface://bartowski/katanemo_Arch-Function-Chat-1.5B-GGUF/katanemo_Arch-Function-Chat-1.5B-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "katanemo_arch-function-chat-3b"
+  urls:
+    - https://huggingface.co/katanemo/Arch-Function-Chat-3B
+    - https://huggingface.co/bartowski/katanemo_Arch-Function-Chat-3B-GGUF
+  description: |
+    The Arch-Function-Chat collection builds upon the Katanemo's Arch-Function collection by extending its capabilities beyond function calling. This new collection maintains the state-of-the-art(SOTA) function calling performance of the original collection while adding powerful new features that make it even more versatile in real-world applications.
+
+    In addition to function calling capabilities, this collection now offers:
+
+        Clarify & refine: Generates natural follow-up questions to collect missing information for function calling
+        Interpret & respond: Provides human-friendly responses based on function execution results
+        Context management: Mantains context in complex multi-turn interactions
+
+    Note: Arch-Function-Chat is now the primarly LLM used in then open source Arch Gateway - An AI-native proxy for agents. For more details about the project, check out the Github README.
+  overrides:
+    parameters:
+      model: katanemo_Arch-Function-Chat-3B-Q4_K_M.gguf
+  files:
+    - filename: katanemo_Arch-Function-Chat-3B-Q4_K_M.gguf
+      sha256: f59dbef397bf1364b5f0a2c23a7f67c40ec63cc666036c4e7615fa7d79d4e1a0
+      uri: huggingface://bartowski/katanemo_Arch-Function-Chat-3B-GGUF/katanemo_Arch-Function-Chat-3B-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From b88a7a4550ccc292951c73f77793a41d522378a7 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Fri, 4 Apr 2025 23:49:53 +0200
Subject: [PATCH 438/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `3e1d29348b5d77269f6931500dd1c1a729d429c8` (#5123)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index d7f8b3e2..220930b6 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=c262beddf29f3f3be5bbbf167b56029a19876956
+CPPLLAMA_VERSION?=3e1d29348b5d77269f6931500dd1c1a729d429c8
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 901dba60635db363537aeadfd297f54f3892facb Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 5 Apr 2025 08:46:49 +0200
Subject: [PATCH 439/679] chore(model gallery): add gemma-3-27b-it-qat (#5124)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 18 ++++++++++++++++++
 1 file changed, 18 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 464eed52..80fc5755 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -114,6 +114,24 @@
     - filename: gemma-3-4b-it-q4_0.gguf
       sha256: 2ca493d426ffcb43db27132f183a0230eda4a3621e58b328d55b665f1937a317
       uri: huggingface://vinimuchulski/gemma-3-4b-it-qat-q4_0-gguf/gemma-3-4b-it-q4_0.gguf
+- !!merge <<: *gemma3
+  name: "gemma-3-27b-it-qat"
+  urls:
+    - https://huggingface.co/google/gemma-3-27b-it
+    - https://huggingface.co/vinimuchulski/gemma-3-27b-it-qat-q4_0-gguf
+  description: |
+    This model corresponds to the 27B instruction-tuned version of the Gemma 3 model in GGUF format using Quantization Aware Training (QAT). The GGUF corresponds to Q4_0 quantization.
+
+    Thanks to QAT, the model is able to preserve similar quality as bfloat16 while significantly reducing the memory requirements to load the model.
+
+    You can find the half-precision version here.
+  overrides:
+    parameters:
+      model: gemma-3-27b-it-q4_0.gguf
+  files:
+    - filename: gemma-3-27b-it-q4_0.gguf
+      sha256: 45e586879bc5f5d7a5b6527e812952057ce916d9fc7ba16f7262ec9972c9e2a2
+      uri: huggingface://vinimuchulski/gemma-3-27b-it-qat-q4_0-gguf/gemma-3-27b-it-q4_0.gguf
 - !!merge <<: *gemma3
   name: "qgallouedec_gemma-3-27b-it-codeforces-sft"
   urls:

From fc73b2b4307ff604b3583ae51368e5b90f2897fb Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 6 Apr 2025 10:48:21 +0200
Subject: [PATCH 440/679] chore(model gallery): add
 open-thoughts_openthinker2-32b (#5128)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 17 +++++++++++++++++
 1 file changed, 17 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 80fc5755..9bea9593 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -5650,6 +5650,23 @@
     - filename: katanemo_Arch-Function-Chat-3B-Q4_K_M.gguf
       sha256: f59dbef397bf1364b5f0a2c23a7f67c40ec63cc666036c4e7615fa7d79d4e1a0
       uri: huggingface://bartowski/katanemo_Arch-Function-Chat-3B-GGUF/katanemo_Arch-Function-Chat-3B-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "open-thoughts_openthinker2-32b"
+  icon: https://huggingface.co/datasets/open-thoughts/open-thoughts-114k/resolve/main/open_thoughts.png
+  urls:
+    - https://huggingface.co/open-thoughts/OpenThinker2-32B
+    - https://huggingface.co/bartowski/open-thoughts_OpenThinker2-32B-GGUF
+  description: |
+    This model is a fine-tuned version of Qwen/Qwen2.5-32B-Instruct on the OpenThoughts2-1M dataset.
+
+    The OpenThinker2-32B model is the highest performing open-data model. This model improves upon our previous OpenThinker-32B model, which was trained on 114k examples from OpenThoughts-114k. The numbers reported in the table below are evaluated with our open-source tool Evalchemy.
+  overrides:
+    parameters:
+      model: open-thoughts_OpenThinker2-32B-Q4_K_M.gguf
+  files:
+    - filename: open-thoughts_OpenThinker2-32B-Q4_K_M.gguf
+      sha256: e9c7bf7cb349cfe07b4550759a3b4d7005834d0fa7580b23e483cbfeecd7a982
+      uri: huggingface://bartowski/open-thoughts_OpenThinker2-32B-GGUF/open-thoughts_OpenThinker2-32B-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From 3b8bc7e64c6daa767f607305f9467d6369189dbe Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 6 Apr 2025 10:53:22 +0200
Subject: [PATCH 441/679] chore(model gallery): add
 open-thoughts_openthinker2-7b (#5129)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 17 +++++++++++++++++
 1 file changed, 17 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 9bea9593..36ca62d0 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -5667,6 +5667,23 @@
     - filename: open-thoughts_OpenThinker2-32B-Q4_K_M.gguf
       sha256: e9c7bf7cb349cfe07b4550759a3b4d7005834d0fa7580b23e483cbfeecd7a982
       uri: huggingface://bartowski/open-thoughts_OpenThinker2-32B-GGUF/open-thoughts_OpenThinker2-32B-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "open-thoughts_openthinker2-7b"
+  icon: https://huggingface.co/datasets/open-thoughts/open-thoughts-114k/resolve/main/open_thoughts.pnghttps://huggingface.co/datasets/open-thoughts/open-thoughts-114k/resolve/main/open_thoughts.png
+  urls:
+    - https://huggingface.co/open-thoughts/OpenThinker2-7B
+    - https://huggingface.co/bartowski/open-thoughts_OpenThinker2-7B-GGUF
+  description: |
+    This model is a fine-tuned version of Qwen/Qwen2.5-7B-Instruct on the OpenThoughts2-1M dataset.
+
+    The OpenThinker2-7B model is the top 7B open-data reasoning model. It delivers performance comparable to state of the art 7B models like DeepSeek-R1-Distill-7B across a suite of tasks. This model improves upon our previous OpenThinker-7B model, which was trained on 114k examples from OpenThoughts-114k. The numbers reported in the table below are evaluated with our open-source tool Evalchemy.
+  overrides:
+    parameters:
+      model: open-thoughts_OpenThinker2-7B-Q4_K_M.gguf
+  files:
+    - filename: open-thoughts_OpenThinker2-7B-Q4_K_M.gguf
+      sha256: 481d785047d66ae2eeaf14650a9e659ec4f7766a6414b6c7e92854c944201734
+      uri: huggingface://bartowski/open-thoughts_OpenThinker2-7B-GGUF/open-thoughts_OpenThinker2-7B-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From ece239966f0a6029dfbf0eb75f55d3cda7380467 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 6 Apr 2025 14:01:51 +0200
Subject: [PATCH 442/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `6bf28f0111ff9f21b3c1b1eace20c590281e7ba6` (#5127)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 Makefile                          | 2 +-
 backend/cpp/llama/CMakeLists.txt  | 2 +-
 backend/cpp/llama/grpc-server.cpp | 2 +-
 backend/cpp/llama/prepare.sh      | 1 +
 4 files changed, 4 insertions(+), 3 deletions(-)

diff --git a/Makefile b/Makefile
index 220930b6..41ce34e7 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=3e1d29348b5d77269f6931500dd1c1a729d429c8
+CPPLLAMA_VERSION?=6bf28f0111ff9f21b3c1b1eace20c590281e7ba6
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp
diff --git a/backend/cpp/llama/CMakeLists.txt b/backend/cpp/llama/CMakeLists.txt
index 031e4964..2cd5ffd7 100644
--- a/backend/cpp/llama/CMakeLists.txt
+++ b/backend/cpp/llama/CMakeLists.txt
@@ -2,7 +2,7 @@
 ## XXX: In some versions of CMake clip wasn't being built before llama.
 ## This is an hack for now, but it should be fixed in the future.
 set(TARGET myclip)
-add_library(${TARGET} clip.cpp clip.h llava.cpp llava.h)
+add_library(${TARGET} clip.cpp clip.h clip-impl.h llava.cpp llava.h)
 install(TARGETS ${TARGET} LIBRARY)
 target_include_directories(myclip PUBLIC .)
 target_include_directories(myclip PUBLIC ../..)
diff --git a/backend/cpp/llama/grpc-server.cpp b/backend/cpp/llama/grpc-server.cpp
index ded46b1c..18dfdc64 100644
--- a/backend/cpp/llama/grpc-server.cpp
+++ b/backend/cpp/llama/grpc-server.cpp
@@ -514,7 +514,7 @@ struct llama_server_context
             LOG_INFO("Multi Modal Mode Enabled", {});
             clp_ctx = clip_init(params.mmproj.path.c_str(), clip_context_params {
                 /* use_gpu */ has_gpu,
-                /*verbosity=*/ 1,
+                /*verbosity=*/ GGML_LOG_LEVEL_INFO,
             });
             if(clp_ctx == nullptr) {
                 LOG_ERR("unable to load clip model: %s", params.mmproj.path.c_str());
diff --git a/backend/cpp/llama/prepare.sh b/backend/cpp/llama/prepare.sh
index 4c8393b9..eabd93c5 100644
--- a/backend/cpp/llama/prepare.sh
+++ b/backend/cpp/llama/prepare.sh
@@ -21,6 +21,7 @@ fi
 ## XXX: In some versions of CMake clip wasn't being built before llama.
 ## This is an hack for now, but it should be fixed in the future.
 cp -rfv llama.cpp/examples/llava/clip.h llama.cpp/examples/grpc-server/clip.h
+cp -rfv llama.cpp/examples/llava/clip-impl.h llama.cpp/examples/grpc-server/clip-impl.h
 cp -rfv llama.cpp/examples/llava/llava.cpp llama.cpp/examples/grpc-server/llava.cpp
 echo '#include "llama.h"' > llama.cpp/examples/grpc-server/llava.h
 cat llama.cpp/examples/llava/llava.h >> llama.cpp/examples/grpc-server/llava.h

From 5018452be7f4e4cddbff1571b994f2e96aed63ae Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Sun, 6 Apr 2025 23:51:51 +0200
Subject: [PATCH 443/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `916c83bfe7f8b08ada609c3b8e583cf5301e594b` (#5130)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 41ce34e7..66532c43 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=6bf28f0111ff9f21b3c1b1eace20c590281e7ba6
+CPPLLAMA_VERSION?=916c83bfe7f8b08ada609c3b8e583cf5301e594b
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 710f624ecd7f86419359451f42871a5f7c7b5d7c Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 7 Apr 2025 18:03:25 +0200
Subject: [PATCH 444/679] fix(webui): improve model display, do not block view
 (#5133)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 core/http/elements/gallery.go | 10 ++++------
 1 file changed, 4 insertions(+), 6 deletions(-)

diff --git a/core/http/elements/gallery.go b/core/http/elements/gallery.go
index 539627e4..589604cd 100644
--- a/core/http/elements/gallery.go
+++ b/core/http/elements/gallery.go
@@ -122,15 +122,15 @@ func modelModal(m *gallery.GalleryModel) elem.Node {
 			"id":          modalName(m),
 			"tabindex":    "-1",
 			"aria-hidden": "true",
-			"class":       "hidden overflow-y-auto overflow-x-hidden fixed top-0 right-0 left-0 z-50 justify-center items-center w-full md:inset-0 h-[calc(100%-1rem)] max-h-full",
+			"class":       "hidden fixed top-0 right-0 left-0 z-50 justify-center items-center w-full md:inset-0 h-full max-h-full bg-gray-900/50",
 		},
 		elem.Div(
 			attrs.Props{
-				"class": "relative p-4 w-full max-w-2xl max-h-full",
+				"class": "relative p-4 w-full max-w-2xl h-[90vh] mx-auto mt-[5vh]",
 			},
 			elem.Div(
 				attrs.Props{
-					"class": "relative p-4 w-full max-w-2xl max-h-full bg-white rounded-lg shadow dark:bg-gray-700",
+					"class": "relative bg-white rounded-lg shadow dark:bg-gray-700 h-full flex flex-col",
 				},
 				// header
 				elem.Div(
@@ -164,14 +164,13 @@ func modelModal(m *gallery.GalleryModel) elem.Node {
 				// body
 				elem.Div(
 					attrs.Props{
-						"class": "p-4 md:p-5 space-y-4",
+						"class": "p-4 md:p-5 space-y-4 overflow-y-auto flex-1 min-h-0",
 					},
 					elem.Div(
 						attrs.Props{
 							"class": "flex justify-center items-center",
 						},
 						elem.Img(attrs.Props{
-							//	"class": "rounded-t-lg object-fit object-center h-96",
 							"class":   "lazy rounded-t-lg max-h-48 max-w-96 object-cover mt-3 entered loaded",
 							"src":     m.Icon,
 							"loading": "lazy",
@@ -232,7 +231,6 @@ func modelModal(m *gallery.GalleryModel) elem.Node {
 			),
 		),
 	)
-
 }
 
 func modelDescription(m *gallery.GalleryModel) elem.Node {

From a6f0bb410fdee8060b00f1fc92ac63e5173c2c15 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 7 Apr 2025 21:09:45 +0000
Subject: [PATCH 445/679] chore(deps): bump securego/gosec from 2.22.0 to
 2.22.3 (#5134)

Bumps [securego/gosec](https://github.com/securego/gosec) from 2.22.0 to 2.22.3.
- [Release notes](https://github.com/securego/gosec/releases)
- [Changelog](https://github.com/securego/gosec/blob/master/.goreleaser.yml)
- [Commits](https://github.com/securego/gosec/compare/v2.22.0...v2.22.3)

---
updated-dependencies:
- dependency-name: securego/gosec
  dependency-version: 2.22.3
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 .github/workflows/secscan.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/secscan.yaml b/.github/workflows/secscan.yaml
index 228ac1d9..2122fa76 100644
--- a/.github/workflows/secscan.yaml
+++ b/.github/workflows/secscan.yaml
@@ -18,7 +18,7 @@ jobs:
         if: ${{ github.actor != 'dependabot[bot]' }}
       - name: Run Gosec Security Scanner
         if: ${{ github.actor != 'dependabot[bot]' }}
-        uses: securego/gosec@v2.22.0
+        uses: securego/gosec@v2.22.3
         with:
           # we let the report trigger content trigger a failure using the GitHub Security features.
           args: '-no-fail -fmt sarif -out results.sarif ./...'

From 547d322b28f07e1b47d2b8cbe9fc1c682fa0bdcf Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 8 Apr 2025 09:40:26 +0200
Subject: [PATCH 446/679] chore(model gallery): add arliai_qwq-32b-arliai-rpr-v
 (#5137)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 25 +++++++++++++++++++++++++
 1 file changed, 25 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 36ca62d0..063ad862 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -5684,6 +5684,31 @@
     - filename: open-thoughts_OpenThinker2-7B-Q4_K_M.gguf
       sha256: 481d785047d66ae2eeaf14650a9e659ec4f7766a6414b6c7e92854c944201734
       uri: huggingface://bartowski/open-thoughts_OpenThinker2-7B-GGUF/open-thoughts_OpenThinker2-7B-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "arliai_qwq-32b-arliai-rpr-v1"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/6625f4a8a8d1362ebcc3851a/albSlnUy9dPVGVuLlsBua.jpeg
+  urls:
+    - https://huggingface.co/ArliAI/QwQ-32B-ArliAI-RpR-v1
+    - https://huggingface.co/bartowski/ArliAI_QwQ-32B-ArliAI-RpR-v1-GGUF
+  description: |
+    RpR (RolePlay with Reasoning) is a new series of models from ArliAI. This series builds directly upon the successful dataset curation methodology and training methods developed for the RPMax series.
+
+    RpR models use the same curated, deduplicated RP and creative writing dataset used for RPMax, with a focus on variety to ensure high creativity and minimize cross-context repetition. Users familiar with RPMax will recognize the unique, non-repetitive writing style unlike other finetuned-for-RP models.
+
+    With the release of QwQ as the first high performing open-source reasoning model that can be easily trained, it was clear that the available instruct and creative writing reasoning datasets contains only one response per example. This is type of single response dataset used for training reasoning models causes degraded output quality in long multi-turn chats. Which is why Arli AI decided to create a real RP model capable of long multi-turn chat with reasoning.
+
+    In order to create RpR, we first had to actually create the reasoning RP dataset by re-processing our existing known-good RPMax dataset into a reasoning dataset. This was possible by using the base QwQ Instruct model itself to create the reasoning process for every turn in the RPMax dataset conversation examples, which is then further refined in order to make sure the reasoning is in-line with the actual response examples from the dataset.
+
+    Another important thing to get right is to make sure the model is trained on examples that present reasoning blocks in the same way as it encounters it during inference. Which is, never seeing the reasoning blocks in it's context. In order to do this, the training run was completed using axolotl with manual template-free segments dataset in order to make sure that the model is never trained to see the reasoning block in the context. Just like how the model will be used during inference time.
+
+    The result of training QwQ on this dataset with this method are consistently coherent and interesting outputs even in long multi-turn RP chats. This is as far as we know the first true correctly-trained reasoning model trained for RP and creative writing.
+  overrides:
+    parameters:
+      model: ArliAI_QwQ-32B-ArliAI-RpR-v1-Q4_K_M.gguf
+  files:
+    - filename: ArliAI_QwQ-32B-ArliAI-RpR-v1-Q4_K_M.gguf
+      sha256: b0f2ca8f62a5d021e20db40608a109713e9d23e75b68b3b71b7654c04d596dcf
+      uri: huggingface://bartowski/ArliAI_QwQ-32B-ArliAI-RpR-v1-GGUF/ArliAI_QwQ-32B-ArliAI-RpR-v1-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From c09d227647ab12912d432509597c274e21f2d23e Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 8 Apr 2025 09:42:49 +0200
Subject: [PATCH 447/679] chore(model gallery): add watt-ai_watt-tool-70b
 (#5138)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 25 +++++++++++++++++++++++++
 1 file changed, 25 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 063ad862..4d52b63c 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -1466,6 +1466,31 @@
     - filename: Forgotten-Abomination-70B-v5.0.Q4_K_M.gguf
       sha256: a5f5e712e66b855f36ff45175f20c24441fa942ca8af47bd6f49107c6e0f025d
       uri: huggingface://mradermacher/Forgotten-Abomination-70B-v5.0-GGUF/Forgotten-Abomination-70B-v5.0.Q4_K_M.gguf
+- !!merge <<: *llama33
+  name: "watt-ai_watt-tool-70b"
+  urls:
+    - https://huggingface.co/watt-ai/watt-tool-70B
+    - https://huggingface.co/bartowski/watt-ai_watt-tool-70B-GGUF
+  description: |
+    watt-tool-70B is a fine-tuned language model based on LLaMa-3.3-70B-Instruct, optimized for tool usage and multi-turn dialogue. It achieves state-of-the-art performance on the Berkeley Function-Calling Leaderboard (BFCL).
+    Model Description
+
+    This model is specifically designed to excel at complex tool usage scenarios that require multi-turn interactions, making it ideal for empowering platforms like Lupan, an AI-powered workflow building tool. By leveraging a carefully curated and optimized dataset, watt-tool-70B demonstrates superior capabilities in understanding user requests, selecting appropriate tools, and effectively utilizing them across multiple turns of conversation.
+
+    Target Application: AI Workflow Building as in https://lupan.watt.chat/ and Coze.
+    Key Features
+
+        Enhanced Tool Usage: Fine-tuned for precise and efficient tool selection and execution.
+        Multi-Turn Dialogue: Optimized for maintaining context and effectively utilizing tools across multiple turns of conversation, enabling more complex task completion.
+        State-of-the-Art Performance: Achieves top performance on the BFCL, demonstrating its capabilities in function calling and tool usage.
+        Based on LLaMa-3.1-70B-Instruct: Inherits the strong language understanding and generation capabilities of the base model.
+  overrides:
+    parameters:
+      model: watt-ai_watt-tool-70B-Q4_K_M.gguf
+  files:
+    - filename: watt-ai_watt-tool-70B-Q4_K_M.gguf
+      sha256: 93806a5482b9e40e50ffca7a72abe3414d384749cc9e3d378eab5db8a8154b18
+      uri: huggingface://bartowski/watt-ai_watt-tool-70B-GGUF/watt-ai_watt-tool-70B-Q4_K_M.gguf
 - &rwkv
   url: "github:mudler/LocalAI/gallery/rwkv.yaml@master"
   name: "rwkv-6-world-7b"

From 59c37e67b21d3c3aa815fdf8109ead2658c2b936 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 8 Apr 2025 09:56:29 +0200
Subject: [PATCH 448/679] chore(model gallery): add eurydice-24b-v2-i1 (#5139)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 4d52b63c..0cef7459 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -9664,6 +9664,21 @@
     - filename: BlackSheep-24B.i1-Q4_K_M.gguf
       sha256: 95ae096eca05a95591254babf81b4d5617ceebbe8eda04c6cf8968ef4a69fc80
       uri: huggingface://mradermacher/BlackSheep-24B-i1-GGUF/BlackSheep-24B.i1-Q4_K_M.gguf
+- !!merge <<: *mistral03
+  name: "eurydice-24b-v2-i1"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/652c2a63d78452c4742cd3d3/Hm_tg4s0D6yWmtrTHII32.png
+  urls:
+    - https://huggingface.co/aixonlab/Eurydice-24b-v2
+    - https://huggingface.co/mradermacher/Eurydice-24b-v2-i1-GGUF
+  description: |
+    Eurydice 24b v2 is designed to be the perfect companion for multi-role conversations. It demonstrates exceptional contextual understanding and excels in creativity, natural conversation and storytelling. Built on Mistral 3.1, this model has been trained on a custom dataset specifically crafted to enhance its capabilities.
+  overrides:
+    parameters:
+      model: Eurydice-24b-v2.i1-Q4_K_M.gguf
+  files:
+    - filename: Eurydice-24b-v2.i1-Q4_K_M.gguf
+      sha256: fb4104a1b33dd860e1eca3b6906a10cacc5b91a2534db72d9749652a204fbcbf
+      uri: huggingface://mradermacher/Eurydice-24b-v2-i1-GGUF/Eurydice-24b-v2.i1-Q4_K_M.gguf
 - &mudler
   url: "github:mudler/LocalAI/gallery/mudler.yaml@master" ### START mudler's LocalAI specific-models
   name: "LocalAI-llama3-8b-function-call-v0.2"

From 7387932f898b6780b10340b928052c4b984c479c Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 8 Apr 2025 10:01:24 +0200
Subject: [PATCH 449/679] chore(model gallery): add mensa-beta-14b-instruct-i1
 (#5140)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 0cef7459..22df7506 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -5734,6 +5734,21 @@
     - filename: ArliAI_QwQ-32B-ArliAI-RpR-v1-Q4_K_M.gguf
       sha256: b0f2ca8f62a5d021e20db40608a109713e9d23e75b68b3b71b7654c04d596dcf
       uri: huggingface://bartowski/ArliAI_QwQ-32B-ArliAI-RpR-v1-GGUF/ArliAI_QwQ-32B-ArliAI-RpR-v1-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "mensa-beta-14b-instruct-i1"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/DyO5Fvqwvee-UM9QqgWZS.png
+  urls:
+    - https://huggingface.co/prithivMLmods/Mensa-Beta-14B-Instruct
+    - https://huggingface.co/mradermacher/Mensa-Beta-14B-Instruct-i1-GGUF
+  description: |
+    weighted/imatrix quants of https://huggingface.co/prithivMLmods/Mensa-Beta-14B-Instruct
+  overrides:
+    parameters:
+      model: Mensa-Beta-14B-Instruct.i1-Q4_K_M.gguf
+  files:
+    - filename: Mensa-Beta-14B-Instruct.i1-Q4_K_M.gguf
+      sha256: 86ccd640d72dcf3129fdd5b94381a733a684672b22487784e388b2ee9de57760
+      uri: huggingface://mradermacher/Mensa-Beta-14B-Instruct-i1-GGUF/Mensa-Beta-14B-Instruct.i1-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From 4fbd6609f277a5c959e5110b823e663b5a875cee Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 8 Apr 2025 10:12:28 +0200
Subject: [PATCH 450/679] chore(model gallery): add
 meta-llama_llama-4-scout-17b-16e-instruct (#5141)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 25 +++++++++++++++++++++++++
 1 file changed, 25 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 22df7506..96caade1 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -470,6 +470,31 @@
     - filename: Tesslate_Synthia-S1-27b-Q4_K_M.gguf
       sha256: d953bf7f802dc68f85a35360deb24b9a8b446af051e82c77f2f0759065d2aa71
       uri: huggingface://bartowski/Tesslate_Synthia-S1-27b-GGUF/Tesslate_Synthia-S1-27b-Q4_K_M.gguf
+- &llama4
+  url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master"
+  icon: https://avatars.githubusercontent.com/u/153379578
+  license: llama4
+  tags:
+    - llm
+    - gguf
+    - gpu
+    - cpu
+    - llama3.3
+  name: "meta-llama_llama-4-scout-17b-16e-instruct"
+  urls:
+    - https://huggingface.co/meta-llama/Llama-4-Scout-17B-16E-Instruct
+    - https://huggingface.co/bartowski/meta-llama_Llama-4-Scout-17B-16E-Instruct-GGUF
+  description: |
+    The Llama 4 collection of models are natively multimodal AI models that enable text and multimodal experiences. These models leverage a mixture-of-experts architecture to offer industry-leading performance in text and image understanding.
+
+    These Llama 4 models mark the beginning of a new era for the Llama ecosystem. We are launching two efficient models in the Llama 4 series, Llama 4 Scout, a 17 billion parameter model with 16 experts, and Llama 4 Maverick, a 17 billion parameter model with 128 experts.
+  overrides:
+    parameters:
+      model: meta-llama_Llama-4-Scout-17B-16E-Instruct-Q3_K_S.gguf
+  files:
+    - filename: meta-llama_Llama-4-Scout-17B-16E-Instruct-Q3_K_S.gguf
+      sha256: 48dfc18d40691b4190b7fecf1f89b78cadc758c3a27a9e2a1cabd686fdb822e3
+      uri: huggingface://bartowski/meta-llama_Llama-4-Scout-17B-16E-Instruct-GGUF/meta-llama_Llama-4-Scout-17B-16E-Instruct-Q3_K_S.gguf
 - &eurollm
   name: "eurollm-9b-instruct"
   icon: https://openeurollm.eu/_next/static/media/logo-dark.e7001867.svg

From b4df1c9cf3488a395365ff4be2ac68e650556587 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 8 Apr 2025 10:12:42 +0200
Subject: [PATCH 451/679] fix(gemma): improve prompt for tool calls (#5142)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/gemma.yaml | 9 +++++----
 1 file changed, 5 insertions(+), 4 deletions(-)

diff --git a/gallery/gemma.yaml b/gallery/gemma.yaml
index 812e254a..ed69795f 100644
--- a/gallery/gemma.yaml
+++ b/gallery/gemma.yaml
@@ -8,9 +8,7 @@ config_file: |
     chat_message: |-
       <start_of_turn>{{if eq .RoleName "assistant" }}model{{else}}{{ .RoleName }}{{end}}
       {{ if .FunctionCall -}}
-      Function call:
       {{ else if eq .RoleName "tool" -}}
-      Function response:
       {{ end -}}
       {{ if .Content -}}
       {{.Content -}}
@@ -25,11 +23,14 @@ config_file: |
       {{.Input}}
     function: |
       <start_of_turn>system
-      You are a function calling AI model. You are provided with functions to execute. You may call one or more functions to assist with the user query. Don't make assumptions about what values to plug into functions. Here are the available tools:
+      You have access to functions. If you decide to invoke any of the function(s),
+      you MUST put it in the format of
+      {"name": function name, "parameters": dictionary of argument name and its value}
+
+      You SHOULD NOT include any other text in the response if you call a function
       {{range .Functions}}
       {'type': 'function', 'function': {'name': '{{.Name}}', 'description': '{{.Description}}', 'parameters': {{toJson .Parameters}} }}
       {{end}}
-      For each function call return a json object with function name and arguments
       <end_of_turn>
       {{.Input -}}
       <start_of_turn>model

From 25e6f21322983b2b33206900eae55141fcf4fbe2 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 8 Apr 2025 11:26:06 +0200
Subject: [PATCH 452/679] chore(deps): bump llama.cpp to
 `4ccea213bc629c4eef7b520f7f6c59ce9bbdaca0` (#5143)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 Makefile                   | 2 +-
 backend/cpp/llama/Makefile | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/Makefile b/Makefile
index 66532c43..be58e0c4 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=916c83bfe7f8b08ada609c3b8e583cf5301e594b
+CPPLLAMA_VERSION?=4ccea213bc629c4eef7b520f7f6c59ce9bbdaca0
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp
diff --git a/backend/cpp/llama/Makefile b/backend/cpp/llama/Makefile
index e36dc7c2..24db9356 100644
--- a/backend/cpp/llama/Makefile
+++ b/backend/cpp/llama/Makefile
@@ -8,7 +8,7 @@ ONEAPI_VARS?=/opt/intel/oneapi/setvars.sh
 TARGET?=--target grpc-server
 
 # Disable Shared libs as we are linking on static gRPC and we can't mix shared and static
-CMAKE_ARGS+=-DBUILD_SHARED_LIBS=OFF
+CMAKE_ARGS+=-DBUILD_SHARED_LIBS=OFF -DLLAMA_CURL=OFF
 
 # If build type is cublas, then we set -DGGML_CUDA=ON to CMAKE_ARGS automatically
 ifeq ($(BUILD_TYPE),cublas)

From 081be3ba7dfd8d59b490c312c3426084a4a0994d Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 8 Apr 2025 22:04:14 +0200
Subject: [PATCH 453/679] chore(model gallery): add cogito-v1-preview-qwen-14b
 (#5145)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 20 ++++++++++++++++++++
 1 file changed, 20 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 96caade1..4fa84b1d 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -5774,6 +5774,26 @@
     - filename: Mensa-Beta-14B-Instruct.i1-Q4_K_M.gguf
       sha256: 86ccd640d72dcf3129fdd5b94381a733a684672b22487784e388b2ee9de57760
       uri: huggingface://mradermacher/Mensa-Beta-14B-Instruct-i1-GGUF/Mensa-Beta-14B-Instruct.i1-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "mensa-beta-14b-instruct-i1"
+  icon: https://huggingface.co/deepcogito/cogito-v1-preview-qwen-14B/resolve/main/images/deep-cogito-logo.png
+  urls:
+    - https://huggingface.co/deepcogito/cogito-v1-preview-qwen-14B
+    - https://huggingface.co/NikolayKozloff/cogito-v1-preview-qwen-14B-Q4_K_M-GGUF
+  description: |
+      The Cogito LLMs are instruction tuned generative models (text in/text out). All models are released under an open license for commercial use.
+      Cogito models are hybrid reasoning models. Each model can answer directly (standard LLM), or self-reflect before answering (like reasoning models).
+      The LLMs are trained using Iterated Distillation and Amplification (IDA) - an scalable and efficient alignment strategy for superintelligence using iterative self-improvement.
+      The models have been optimized for coding, STEM, instruction following and general helpfulness, and have significantly higher multilingual, coding and tool calling capabilities than size equivalent counterparts.
+          In both standard and reasoning modes, Cogito v1-preview models outperform their size equivalent counterparts on common industry benchmarks.
+      Each model is trained in over 30 languages and supports a context length of 128k.
+  overrides:
+    parameters:
+      model: cogito-v1-preview-qwen-14b-q4_k_m.gguf
+  files:
+    - filename: cogito-v1-preview-qwen-14b-q4_k_m.gguf
+      sha256: 42ddd667bac3e5f0989f52b3dca5767ed15d0e5077c6f537e4b3873862ff7096
+      uri: huggingface://NikolayKozloff/cogito-v1-preview-qwen-14B-Q4_K_M-GGUF/cogito-v1-preview-qwen-14b-q4_k_m.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From 2bab9b5fe23fd176fe6c3fcd443fcb98e9a47466 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 8 Apr 2025 22:15:32 +0200
Subject: [PATCH 454/679] fix: fix gallery name for cogito-v1-preview-qwen-14B

Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
---
 gallery/index.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 4fa84b1d..377a8d03 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -5775,7 +5775,7 @@
       sha256: 86ccd640d72dcf3129fdd5b94381a733a684672b22487784e388b2ee9de57760
       uri: huggingface://mradermacher/Mensa-Beta-14B-Instruct-i1-GGUF/Mensa-Beta-14B-Instruct.i1-Q4_K_M.gguf
 - !!merge <<: *qwen25
-  name: "mensa-beta-14b-instruct-i1"
+  name: "cogito-v1-preview-qwen-14B"
   icon: https://huggingface.co/deepcogito/cogito-v1-preview-qwen-14B/resolve/main/images/deep-cogito-logo.png
   urls:
     - https://huggingface.co/deepcogito/cogito-v1-preview-qwen-14B

From a7317d23bf469e58f15a6b702ee200f918691b4d Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Wed, 9 Apr 2025 10:02:09 +0200
Subject: [PATCH 455/679] chore(model gallery): add
 deepcogito_cogito-v1-preview-llama-8b (#5147)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 21 +++++++++++++++++++++
 1 file changed, 21 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 377a8d03..573df8bf 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -7932,6 +7932,27 @@
     - filename: TextSynth-8B.i1-Q4_K_M.gguf
       sha256: 9186a8cb3a797cd2cd5b2eeaee99808674d96731824a9ee45685bbf480ba56c3
       uri: huggingface://mradermacher/TextSynth-8B-i1-GGUF/TextSynth-8B.i1-Q4_K_M.gguf
+- !!merge <<: *llama31
+  name: "deepcogito_cogito-v1-preview-llama-8b"
+  icon: https://huggingface.co/deepcogito/cogito-v1-preview-llama-8B/resolve/main/images/deep-cogito-logo.png
+  urls:
+    - https://huggingface.co/deepcogito/cogito-v1-preview-llama-8B
+    - https://huggingface.co/bartowski/deepcogito_cogito-v1-preview-llama-8B-GGUF
+  description: |
+    The Cogito LLMs are instruction tuned generative models (text in/text out). All models are released under an open license for commercial use.
+
+    Cogito models are hybrid reasoning models. Each model can answer directly (standard LLM), or self-reflect before answering (like reasoning models).
+    The LLMs are trained using Iterated Distillation and Amplification (IDA) - an scalable and efficient alignment strategy for superintelligence using iterative self-improvement.
+    The models have been optimized for coding, STEM, instruction following and general helpfulness, and have significantly higher multilingual, coding and tool calling capabilities than size equivalent counterparts.
+        In both standard and reasoning modes, Cogito v1-preview models outperform their size equivalent counterparts on common industry benchmarks.
+    Each model is trained in over 30 languages and supports a context length of 128k.
+  overrides:
+    parameters:
+      model: deepcogito_cogito-v1-preview-llama-8B-Q4_K_M.gguf
+  files:
+    - filename: deepcogito_cogito-v1-preview-llama-8B-Q4_K_M.gguf
+      sha256: 445173fb1dacef3fa0be49ebb4512b948fdb1434d86732de198424695b017b50
+      uri: huggingface://bartowski/deepcogito_cogito-v1-preview-llama-8B-GGUF/deepcogito_cogito-v1-preview-llama-8B-Q4_K_M.gguf
 - !!merge <<: *llama33
   name: "llama-3.3-magicalgirl-2.5-i1"
   icon: https://cdn-uploads.huggingface.co/production/uploads/633e85093a17ab61de8d9073/FGK0qBGmELj6DEUxbbrdR.png

From 5a8a2adb440731874f9f0f2cc254de4e1b9ade1f Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Wed, 9 Apr 2025 15:39:04 +0200
Subject: [PATCH 456/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `b32efad2bc42460637c3a364c9554ea8217b3d7f` (#5146)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
Co-authored-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index be58e0c4..40c47320 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=4ccea213bc629c4eef7b520f7f6c59ce9bbdaca0
+CPPLLAMA_VERSION?=b32efad2bc42460637c3a364c9554ea8217b3d7f
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 673e59e76c52edfa7d53ec71c78db8473560f3da Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Wed, 9 Apr 2025 16:42:53 +0200
Subject: [PATCH 457/679] chore(model gallery): add
 deepcogito_cogito-v1-preview-llama-3b (#5148)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 21 +++++++++++++++++++++
 1 file changed, 21 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 573df8bf..f194d1f1 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -2629,6 +2629,27 @@
     - filename: Eximius_Persona_5B.Q4_K_M.gguf
       sha256: 8a8e7a0fa1068755322c51900e53423d795e57976b4d95982242cbec41141c7b
       uri: huggingface://mradermacher/Eximius_Persona_5B-GGUF/Eximius_Persona_5B.Q4_K_M.gguf
+- !!merge <<: *llama32
+  name: "deepcogito_cogito-v1-preview-llama-3b"
+  icon: https://huggingface.co/deepcogito/cogito-v1-preview-llama-3B/resolve/main/images/deep-cogito-logo.png
+  urls:
+    - https://huggingface.co/deepcogito/cogito-v1-preview-llama-3B
+    - https://huggingface.co/bartowski/deepcogito_cogito-v1-preview-llama-3B-GGUF
+  description: |
+    The Cogito LLMs are instruction tuned generative models (text in/text out). All models are released under an open license for commercial use.
+
+    Cogito models are hybrid reasoning models. Each model can answer directly (standard LLM), or self-reflect before answering (like reasoning models).
+    The LLMs are trained using Iterated Distillation and Amplification (IDA) - an scalable and efficient alignment strategy for superintelligence using iterative self-improvement.
+    The models have been optimized for coding, STEM, instruction following and general helpfulness, and have significantly higher multilingual, coding and tool calling capabilities than size equivalent counterparts.
+        In both standard and reasoning modes, Cogito v1-preview models outperform their size equivalent counterparts on common industry benchmarks.
+    Each model is trained in over 30 languages and supports a context length of 128k.
+  overrides:
+    parameters:
+      model: deepcogito_cogito-v1-preview-llama-3B-Q4_K_M.gguf
+  files:
+    - filename: deepcogito_cogito-v1-preview-llama-3B-Q4_K_M.gguf
+      sha256: 726a0ef5f818b8d238f2844f3204848bea66fb9c172b8ae0f6dc51b7bc081dd5
+      uri: huggingface://bartowski/deepcogito_cogito-v1-preview-llama-3B-GGUF/deepcogito_cogito-v1-preview-llama-3B-Q4_K_M.gguf
 - &qwen25
   name: "qwen2.5-14b-instruct" ## Qwen2.5
   icon: https://avatars.githubusercontent.com/u/141221163

From 270f0e21575d31d939822fd87a1390e68ae846bb Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Wed, 9 Apr 2025 16:48:15 +0200
Subject: [PATCH 458/679] chore(model gallery): add
 deepcogito_cogito-v1-preview-qwen-32b (#5149)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 21 +++++++++++++++++++++
 1 file changed, 21 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index f194d1f1..23364fb1 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -5815,6 +5815,27 @@
     - filename: cogito-v1-preview-qwen-14b-q4_k_m.gguf
       sha256: 42ddd667bac3e5f0989f52b3dca5767ed15d0e5077c6f537e4b3873862ff7096
       uri: huggingface://NikolayKozloff/cogito-v1-preview-qwen-14B-Q4_K_M-GGUF/cogito-v1-preview-qwen-14b-q4_k_m.gguf
+- !!merge <<: *qwen25
+  name: "deepcogito_cogito-v1-preview-qwen-32b"
+  icon: https://huggingface.co/deepcogito/cogito-v1-preview-qwen-32B/resolve/main/images/deep-cogito-logo.png
+  urls:
+    - https://huggingface.co/deepcogito/cogito-v1-preview-qwen-32B
+    - https://huggingface.co/bartowski/deepcogito_cogito-v1-preview-qwen-32B-GGUF
+  description: |
+    The Cogito LLMs are instruction tuned generative models (text in/text out). All models are released under an open license for commercial use.
+
+    Cogito models are hybrid reasoning models. Each model can answer directly (standard LLM), or self-reflect before answering (like reasoning models).
+    The LLMs are trained using Iterated Distillation and Amplification (IDA) - an scalable and efficient alignment strategy for superintelligence using iterative self-improvement.
+    The models have been optimized for coding, STEM, instruction following and general helpfulness, and have significantly higher multilingual, coding and tool calling capabilities than size equivalent counterparts.
+        In both standard and reasoning modes, Cogito v1-preview models outperform their size equivalent counterparts on common industry benchmarks.
+    Each model is trained in over 30 languages and supports a context length of 128k.
+  overrides:
+    parameters:
+      model: deepcogito_cogito-v1-preview-qwen-32B-Q4_K_M.gguf
+  files:
+    - filename: deepcogito_cogito-v1-preview-qwen-32B-Q4_K_M.gguf
+      sha256: 985f2d49330090e64603309f7eb61030769f25a5da027ac0b0a740858d087ad8
+      uri: huggingface://bartowski/deepcogito_cogito-v1-preview-qwen-32B-GGUF/deepcogito_cogito-v1-preview-qwen-32B-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From 281e818047f3ae50b8218e59290fad7111512e55 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Wed, 9 Apr 2025 16:53:28 +0200
Subject: [PATCH 459/679] chore(model gallery): add
 deepcogito_cogito-v1-preview-llama-70b (#5150)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 21 +++++++++++++++++++++
 1 file changed, 21 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 23364fb1..417178eb 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -1516,6 +1516,27 @@
     - filename: watt-ai_watt-tool-70B-Q4_K_M.gguf
       sha256: 93806a5482b9e40e50ffca7a72abe3414d384749cc9e3d378eab5db8a8154b18
       uri: huggingface://bartowski/watt-ai_watt-tool-70B-GGUF/watt-ai_watt-tool-70B-Q4_K_M.gguf
+- !!merge <<: *llama33
+  name: "deepcogito_cogito-v1-preview-llama-70b"
+  icon: https://huggingface.co/deepcogito/cogito-v1-preview-llama-70B/resolve/main/images/deep-cogito-logo.png
+  urls:
+    - https://huggingface.co/deepcogito/cogito-v1-preview-llama-70B
+    - https://huggingface.co/bartowski/deepcogito_cogito-v1-preview-llama-70B-GGUF
+  description: |
+      The Cogito LLMs are instruction tuned generative models (text in/text out). All models are released under an open license for commercial use.
+
+          Cogito models are hybrid reasoning models. Each model can answer directly (standard LLM), or self-reflect before answering (like reasoning models).
+          The LLMs are trained using Iterated Distillation and Amplification (IDA) - an scalable and efficient alignment strategy for superintelligence using iterative self-improvement.
+          The models have been optimized for coding, STEM, instruction following and general helpfulness, and have significantly higher multilingual, coding and tool calling capabilities than size equivalent counterparts.
+              In both standard and reasoning modes, Cogito v1-preview models outperform their size equivalent counterparts on common industry benchmarks.
+          Each model is trained in over 30 languages and supports a context length of 128k.
+  overrides:
+    parameters:
+      model: deepcogito_cogito-v1-preview-llama-70B-Q4_K_M.gguf
+  files:
+    - filename: deepcogito_cogito-v1-preview-llama-70B-Q4_K_M.gguf
+      sha256: d1deaf80c649e2a9446463cf5e1f7c026583647f46e3940d2b405a57cc685225
+      uri: huggingface://bartowski/deepcogito_cogito-v1-preview-llama-70B-GGUF/deepcogito_cogito-v1-preview-llama-70B-Q4_K_M.gguf
 - &rwkv
   url: "github:mudler/LocalAI/gallery/rwkv.yaml@master"
   name: "rwkv-6-world-7b"

From a69e30e0c96313e5d57ec3c4e7507a086182eb7d Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Wed, 9 Apr 2025 16:55:47 +0200
Subject: [PATCH 461/679] chore(model gallery): add
 agentica-org_deepcoder-14b-preview (#5151)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 417178eb..4d307856 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -8494,6 +8494,20 @@
     - filename: Fallen-Safeword-70B-R1-v4.1.Q4_K_M.gguf
       sha256: aed6bd5bb03b7bd886939237bc10ea6331d4feb5a3b6712e0c5474a778acf817
       uri: huggingface://mradermacher/Fallen-Safeword-70B-R1-v4.1-GGUF/Fallen-Safeword-70B-R1-v4.1.Q4_K_M.gguf
+- !!merge <<: *deepseek-r1
+  name: "agentica-org_deepcoder-14b-preview"
+  urls:
+    - https://huggingface.co/agentica-org/DeepCoder-14B-Preview
+    - https://huggingface.co/bartowski/agentica-org_DeepCoder-14B-Preview-GGUF
+  description: |
+    DeepCoder-14B-Preview is a code reasoning LLM fine-tuned from DeepSeek-R1-Distilled-Qwen-14B using distributed reinforcement learning (RL) to scale up to long context lengths. The model achieves 60.6% Pass@1 accuracy on LiveCodeBench v5 (8/1/24-2/1/25), representing a 8% improvement over the base model (53%) and achieving similar performance to OpenAI's o3-mini with just 14B parameters.
+  overrides:
+    parameters:
+      model: agentica-org_DeepCoder-14B-Preview-Q4_K_M.gguf
+  files:
+    - filename: agentica-org_DeepCoder-14B-Preview-Q4_K_M.gguf
+      sha256: 38f0f777de3116ca27d10ec84388b3290a1bf3f7db8c5bdc1f92d100e4231870
+      uri: huggingface://bartowski/agentica-org_DeepCoder-14B-Preview-GGUF/agentica-org_DeepCoder-14B-Preview-Q4_K_M.gguf
 - &qwen2
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master" ## Start QWEN2
   name: "qwen2-7b-instruct"

From 0eb7fc2c41a757d0e3b399f1393a7b3a340a3834 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Thu, 10 Apr 2025 00:01:25 +0200
Subject: [PATCH 462/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `d3bd7193ba66c15963fd1c59448f22019a8caf6e` (#5152)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 40c47320..dad20fe2 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=b32efad2bc42460637c3a364c9554ea8217b3d7f
+CPPLLAMA_VERSION?=d3bd7193ba66c15963fd1c59448f22019a8caf6e
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From d4840285321e72b75c0be2f15710651e99b3db82 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 10 Apr 2025 09:55:51 +0200
Subject: [PATCH 463/679] feat(diffusers): add support for
 Lumina2Text2ImgPipeline (#4806)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 backend/python/diffusers/backend.py | 8 +++++++-
 1 file changed, 7 insertions(+), 1 deletion(-)

diff --git a/backend/python/diffusers/backend.py b/backend/python/diffusers/backend.py
index 1724ee21..3668b016 100755
--- a/backend/python/diffusers/backend.py
+++ b/backend/python/diffusers/backend.py
@@ -19,7 +19,7 @@ import grpc
 
 from diffusers import SanaPipeline, StableDiffusion3Pipeline, StableDiffusionXLPipeline, StableDiffusionDepth2ImgPipeline, DPMSolverMultistepScheduler, StableDiffusionPipeline, DiffusionPipeline, \
     EulerAncestralDiscreteScheduler, FluxPipeline, FluxTransformer2DModel
-from diffusers import StableDiffusionImg2ImgPipeline, AutoPipelineForText2Image, ControlNetModel, StableVideoDiffusionPipeline
+from diffusers import StableDiffusionImg2ImgPipeline, AutoPipelineForText2Image, ControlNetModel, StableVideoDiffusionPipeline, Lumina2Text2ImgPipeline
 from diffusers.pipelines.stable_diffusion import safety_checker
 from diffusers.utils import load_image, export_to_video
 from compel import Compel, ReturnedEmbeddingsType
@@ -287,6 +287,12 @@ class BackendServicer(backend_pb2_grpc.BackendServicer):
 
                     if request.LowVRAM:
                         self.pipe.enable_model_cpu_offload()
+            elif request.PipelineType == "Lumina2Text2ImgPipeline":
+                self.pipe = Lumina2Text2ImgPipeline.from_pretrained(
+                    request.Model,
+                    torch_dtype=torch.bfloat16)
+                if request.LowVRAM:
+                    self.pipe.enable_model_cpu_offload()
             elif request.PipelineType == "SanaPipeline":
                 self.pipe = SanaPipeline.from_pretrained(
                     request.Model,

From 7a00729374c62c9ee142216af3ad44716479872d Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 10 Apr 2025 10:03:42 +0200
Subject: [PATCH 464/679] chore(model gallery): add
 trappu_magnum-picaro-0.7-v2-12b (#5153)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 19 +++++++++++++++++++
 1 file changed, 19 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 4d307856..c6600ff1 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -9837,6 +9837,25 @@
     - filename: Eurydice-24b-v2.i1-Q4_K_M.gguf
       sha256: fb4104a1b33dd860e1eca3b6906a10cacc5b91a2534db72d9749652a204fbcbf
       uri: huggingface://mradermacher/Eurydice-24b-v2-i1-GGUF/Eurydice-24b-v2.i1-Q4_K_M.gguf
+- !!merge <<: *mistral03
+  name: "trappu_magnum-picaro-0.7-v2-12b"
+  url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
+  urls:
+    - https://huggingface.co/Trappu/Magnum-Picaro-0.7-v2-12b
+    - https://huggingface.co/bartowski/Trappu_Magnum-Picaro-0.7-v2-12b-GGUF
+  description: |
+    This model is a merge between Trappu/Nemo-Picaro-12B, a model trained on my own little dataset free of synthetic data, which focuses solely on storywriting and scenrio prompting (Example: [ Scenario: bla bla bla; Tags: bla bla bla ]), and anthracite-org/magnum-v2-12b.
+
+    The reason why I decided to merge it with Magnum (and don't recommend Picaro alone) is because that model, aside from its obvious flaws (rampant impersonation, stupid, etc...), is a one-trick pony and will be really rough for the average LLM user to handle. The idea was to have Magnum work as some sort of stabilizer to fix the issues that emerge from the lack of multiturn/smart data in Picaro's dataset. It worked, I think. I enjoy the outputs and it's smart enough to work with.
+
+    But yeah the goal of this merge was to make a model that's both good at storytelling/narration but also fine when it comes to other forms of creative writing such as RP or chatting. I don't think it's quite there yet but it's something for sure.
+  overrides:
+    parameters:
+      model: Trappu_Magnum-Picaro-0.7-v2-12b-Q4_K_M.gguf
+  files:
+    - filename: Trappu_Magnum-Picaro-0.7-v2-12b-Q4_K_M.gguf
+      sha256: 989839dd7eab997a70eb8430b9df1138f9b0f35d58299d5007e6555a4a4a7f4c
+      uri: huggingface://bartowski/Trappu_Magnum-Picaro-0.7-v2-12b-GGUF/Trappu_Magnum-Picaro-0.7-v2-12b-Q4_K_M.gguf
 - &mudler
   url: "github:mudler/LocalAI/gallery/mudler.yaml@master" ### START mudler's LocalAI specific-models
   name: "LocalAI-llama3-8b-function-call-v0.2"

From 3bf13f8c6988c60a9764a0ed197d729cee599e23 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 10 Apr 2025 10:07:56 +0200
Subject: [PATCH 465/679] chore(model gallery): add
 soob3123_amoral-cogito-v1-preview-qwen-14b (#5154)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 21 +++++++++++++++++++++
 1 file changed, 21 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index c6600ff1..c7eb0e80 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -5857,6 +5857,27 @@
     - filename: deepcogito_cogito-v1-preview-qwen-32B-Q4_K_M.gguf
       sha256: 985f2d49330090e64603309f7eb61030769f25a5da027ac0b0a740858d087ad8
       uri: huggingface://bartowski/deepcogito_cogito-v1-preview-qwen-32B-GGUF/deepcogito_cogito-v1-preview-qwen-32B-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "soob3123_amoral-cogito-v1-preview-qwen-14b"
+  urls:
+    - https://huggingface.co/soob3123/amoral-cogito-v1-preview-qwen-14B
+    - https://huggingface.co/bartowski/soob3123_amoral-cogito-v1-preview-qwen-14B-GGUF
+  description: |
+    Key Features
+      Neutral response protocol (bias dampening layers)
+      Reduced refusal rate vs base Llama-3
+      Moral phrasing detection/reformulation
+    Use Cases
+        Controversial topic analysis
+        Ethical philosophy simulations
+        Academic research requiring neutral framing
+  overrides:
+    parameters:
+      model: soob3123_amoral-cogito-v1-preview-qwen-14B-Q4_K_M.gguf
+  files:
+    - filename: soob3123_amoral-cogito-v1-preview-qwen-14B-Q4_K_M.gguf
+      sha256: c01a0b0c44345011dc61212fb1c0ffdba32f85e702d2f3d4abeb2a09208d6184
+      uri: huggingface://bartowski/soob3123_amoral-cogito-v1-preview-qwen-14B-GGUF/soob3123_amoral-cogito-v1-preview-qwen-14B-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From 1b899e1a68e0dae9f931129a1295bb4cfdf71235 Mon Sep 17 00:00:00 2001
From: Richard Palethorpe <io@richiejp.com>
Date: Thu, 10 Apr 2025 14:20:53 +0100
Subject: [PATCH 466/679] feat(stablediffusion): Enable SYCL (#5144)

* feat(sycl): Enable SYCL for stable diffusion

This is a pain because we compile with CGO, but SD is compiled with
CMake. I don't think we can easily use CMake to set the linker flags
necessary. Also I could not find pkg-config calls that would fully set
the flags, so some of them are set manually.

See https://www.intel.com/content/www/us/en/developer/tools/oneapi/onemkl-link-line-advisor.html
for reference. I also resorted to searching the shared object files in
MKLROOT/lib for the symbols.

Signed-off-by: Richard Palethorpe <io@richiejp.com>

* fix(ci): Don't set nproc on cmake

Signed-off-by: Richard Palethorpe <io@richiejp.com>

---------

Signed-off-by: Richard Palethorpe <io@richiejp.com>
---
 Makefile                                      | 11 ++--
 backend/cpp/llama/Makefile                    |  4 +-
 .../go/image/stablediffusion-ggml/Makefile    | 55 ++++++++++++++++---
 3 files changed, 52 insertions(+), 18 deletions(-)

diff --git a/Makefile b/Makefile
index dad20fe2..98bfa0d5 100644
--- a/Makefile
+++ b/Makefile
@@ -21,8 +21,8 @@ BARKCPP_REPO?=https://github.com/PABannier/bark.cpp.git
 BARKCPP_VERSION?=v1.0.0
 
 # stablediffusion.cpp (ggml)
-STABLEDIFFUSION_GGML_REPO?=https://github.com/leejet/stable-diffusion.cpp
-STABLEDIFFUSION_GGML_VERSION?=19d876ee300a055629926ff836489901f734f2b7
+STABLEDIFFUSION_GGML_REPO?=https://github.com/richiejp/stable-diffusion.cpp
+STABLEDIFFUSION_GGML_VERSION?=6c848a2e0053c86984023570e706aa212933d50d
 
 ONNX_VERSION?=1.20.0
 ONNX_ARCH?=x64
@@ -260,11 +260,7 @@ backend/go/image/stablediffusion-ggml/libsd.a: sources/stablediffusion-ggml.cpp
 	$(MAKE) -C backend/go/image/stablediffusion-ggml libsd.a
 
 backend-assets/grpc/stablediffusion-ggml: backend/go/image/stablediffusion-ggml/libsd.a backend-assets/grpc
-	CGO_LDFLAGS="$(CGO_LDFLAGS)" C_INCLUDE_PATH=$(CURDIR)/backend/go/image/stablediffusion-ggml/ LIBRARY_PATH=$(CURDIR)/backend/go/image/stablediffusion-ggml/ \
-	$(GOCMD) build -ldflags "$(LD_FLAGS)" -tags "$(GO_TAGS)" -o backend-assets/grpc/stablediffusion-ggml ./backend/go/image/stablediffusion-ggml/
-ifneq ($(UPX),)
-	$(UPX) backend-assets/grpc/stablediffusion-ggml
-endif
+	$(MAKE) -C backend/go/image/stablediffusion-ggml stablediffusion-ggml
 
 sources/onnxruntime:
 	mkdir -p sources/onnxruntime
@@ -809,6 +805,7 @@ docker-aio-all:
 
 docker-image-intel:
 	docker build \
+		--progress plain \
 		--build-arg BASE_IMAGE=intel/oneapi-basekit:2025.1.0-0-devel-ubuntu24.04 \
 		--build-arg IMAGE_TYPE=$(IMAGE_TYPE) \
 		--build-arg GO_TAGS="none" \
diff --git a/backend/cpp/llama/Makefile b/backend/cpp/llama/Makefile
index 24db9356..21aea285 100644
--- a/backend/cpp/llama/Makefile
+++ b/backend/cpp/llama/Makefile
@@ -80,8 +80,8 @@ grpc-server: llama.cpp llama.cpp/examples/grpc-server
 	@echo "Building grpc-server with $(BUILD_TYPE) build type and $(CMAKE_ARGS)"
 ifneq (,$(findstring sycl,$(BUILD_TYPE)))
 	+bash -c "source $(ONEAPI_VARS); \
-	cd llama.cpp && mkdir -p build && cd build && cmake .. $(CMAKE_ARGS) && cmake --build . --config Release $(TARGET) -j$(nproc)"
+	cd llama.cpp && mkdir -p build && cd build && cmake .. $(CMAKE_ARGS) && cmake --build . --config Release $(TARGET)"
 else
-	+cd llama.cpp && mkdir -p build && cd build && cmake .. $(CMAKE_ARGS) && cmake --build . --config Release $(TARGET) -j$(nproc)
+	+cd llama.cpp && mkdir -p build && cd build && cmake .. $(CMAKE_ARGS) && cmake --build . --config Release $(TARGET)
 endif
 	cp llama.cpp/build/bin/grpc-server .
diff --git a/backend/go/image/stablediffusion-ggml/Makefile b/backend/go/image/stablediffusion-ggml/Makefile
index f92c3a77..e76710ee 100644
--- a/backend/go/image/stablediffusion-ggml/Makefile
+++ b/backend/go/image/stablediffusion-ggml/Makefile
@@ -8,6 +8,11 @@ ONEAPI_VARS?=/opt/intel/oneapi/setvars.sh
 # keep standard at C11 and C++11
 CXXFLAGS = -I. -I$(INCLUDE_PATH)/../../../../sources/stablediffusion-ggml.cpp/thirdparty -I$(INCLUDE_PATH)/../../../../sources/stablediffusion-ggml.cpp/ggml/include -I$(INCLUDE_PATH)/../../../../sources/stablediffusion-ggml.cpp -O3 -DNDEBUG -std=c++17 -fPIC
 
+GOCMD?=go
+CGO_LDFLAGS?=
+GO_TAGS?=
+LD_FLAGS?=
+
 # Disable Shared libs as we are linking on static gRPC and we can't mix shared and static
 CMAKE_ARGS+=-DBUILD_SHARED_LIBS=OFF
 
@@ -21,7 +26,7 @@ else ifeq ($(BUILD_TYPE),openblas)
 # If build type is clblas (openCL) we set -DGGML_CLBLAST=ON -DCLBlast_DIR=/some/path
 else ifeq ($(BUILD_TYPE),clblas)
 	CMAKE_ARGS+=-DGGML_CLBLAST=ON -DCLBlast_DIR=/some/path
-# If it's hipblas we do have also to set CC=/opt/rocm/llvm/bin/clang CXX=/opt/rocm/llvm/bin/clang++ 
+# If it's hipblas we do have also to set CC=/opt/rocm/llvm/bin/clang CXX=/opt/rocm/llvm/bin/clang++
 else ifeq ($(BUILD_TYPE),hipblas)
 	CMAKE_ARGS+=-DGGML_HIP=ON
 # If it's OSX, DO NOT embed the metal library - -DGGML_METAL_EMBED_LIBRARY=ON requires further investigation
@@ -36,16 +41,35 @@ else ifeq ($(OS),Darwin)
 	endif
 endif
 
-# ifeq ($(BUILD_TYPE),sycl_f16)
-# 	CMAKE_ARGS+=-DGGML_SYCL=ON -DCMAKE_C_COMPILER=icx -DCMAKE_CXX_COMPILER=icpx -DGGML_SYCL_F16=ON -DSD_SYCL=ON -DGGML_SYCL_F16=ON
-# endif
+ifeq ($(BUILD_TYPE),sycl_f16)
+	CMAKE_ARGS+=-DGGML_SYCL=ON \
+		-DCMAKE_C_COMPILER=icx \
+		-DCMAKE_CXX_COMPILER=icpx \
+		-DSD_SYCL=ON \
+		-DGGML_SYCL_F16=ON
+	CC=icx
+	CXX=icpx
+	CGO_LDFLAGS += -fsycl -L${DNNLROOT}/lib -ldnnl ${MKLROOT}/lib/intel64/libmkl_sycl.a -fiopenmp -fopenmp-targets=spir64 -lOpenCL
+	CGO_LDFLAGS += $(shell pkg-config --libs mkl-static-lp64-gomp)
+	CGO_CXXFLAGS += -fiopenmp -fopenmp-targets=spir64
+	CGO_CXXFLAGS += $(shell pkg-config --cflags mkl-static-lp64-gomp )
+endif
 
-# ifeq ($(BUILD_TYPE),sycl_f32)
-# 	CMAKE_ARGS+=-DGGML_SYCL=ON -DCMAKE_C_COMPILER=icx -DCMAKE_CXX_COMPILER=icpx -DSD_SYCL=ON
-# endif
+ifeq ($(BUILD_TYPE),sycl_f32)
+	CMAKE_ARGS+=-DGGML_SYCL=ON \
+		-DCMAKE_C_COMPILER=icx \
+		-DCMAKE_CXX_COMPILER=icpx \
+		-DSD_SYCL=ON
+	CC=icx
+	CXX=icpx
+	CGO_LDFLAGS += -fsycl -L${DNNLROOT}/lib -ldnnl ${MKLROOT}/lib/intel64/libmkl_sycl.a -fiopenmp -fopenmp-targets=spir64 -lOpenCL
+	CGO_LDFLAGS += $(shell pkg-config --libs mkl-static-lp64-gomp)
+	CGO_CXXFLAGS += -fiopenmp -fopenmp-targets=spir64
+	CGO_CXXFLAGS += $(shell pkg-config --cflags mkl-static-lp64-gomp )
+endif
 
 # warnings
-CXXFLAGS += -Wall -Wextra -Wpedantic -Wcast-qual -Wno-unused-function
+# CXXFLAGS += -Wall -Wextra -Wpedantic -Wcast-qual -Wno-unused-function
 
 # Find all .a archives in ARCHIVE_DIR
 # (ggml can have different backends cpu, cuda, etc., each backend generates a .a archive)
@@ -86,11 +110,24 @@ endif
 	$(MAKE) $(COMBINED_LIB)
 
 gosd.o:
+ifneq (,$(findstring sycl,$(BUILD_TYPE)))
+	+bash -c "source $(ONEAPI_VARS); \
+	$(CXX) $(CXXFLAGS) gosd.cpp -o gosd.o -c"
+else
 	$(CXX) $(CXXFLAGS) gosd.cpp -o gosd.o -c
+endif
 
 libsd.a: gosd.o
 	cp $(INCLUDE_PATH)/build/libstable-diffusion.a ./libsd.a
 	$(AR) rcs libsd.a gosd.o
 
+stablediffusion-ggml:
+	CGO_LDFLAGS="$(CGO_LDFLAGS)" C_INCLUDE_PATH="$(INCLUDE_PATH)" LIBRARY_PATH="$(LIBRARY_PATH)" \
+	CC="$(CC)" CXX="$(CXX)" CGO_CXXFLAGS="$(CGO_CXXFLAGS)" \
+	$(GOCMD) build -ldflags "$(LD_FLAGS)" -tags "$(GO_TAGS)" -o ../../../../backend-assets/grpc/stablediffusion-ggml ./
+ifneq ($(UPX),)
+	$(UPX) ../../../../backend-assets/grpc/stablediffusion-ggml
+endif
+
 clean:
-	rm -rf gosd.o libsd.a build $(COMBINED_LIB)
\ No newline at end of file
+	rm -rf gosd.o libsd.a build $(COMBINED_LIB)

From 25bdc350df61554303990610619ed3b607680e31 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Thu, 10 Apr 2025 23:44:55 +0200
Subject: [PATCH 467/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `64eda5deb9859e87a020e56bab5d2f9ca956f1de` (#5155)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 98bfa0d5..c7c3d9e3 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=d3bd7193ba66c15963fd1c59448f22019a8caf6e
+CPPLLAMA_VERSION?=64eda5deb9859e87a020e56bab5d2f9ca956f1de
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 700bfa41c7317c85c4fa9d5755c832759ace091a Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 11 Apr 2025 10:03:59 +0200
Subject: [PATCH 468/679] chore(model gallery): add
 agentica-org_deepcoder-1.5b-preview (#5156)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 21 +++++++++++++++++++++
 1 file changed, 21 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index c7eb0e80..4b3c830e 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -8529,6 +8529,27 @@
     - filename: agentica-org_DeepCoder-14B-Preview-Q4_K_M.gguf
       sha256: 38f0f777de3116ca27d10ec84388b3290a1bf3f7db8c5bdc1f92d100e4231870
       uri: huggingface://bartowski/agentica-org_DeepCoder-14B-Preview-GGUF/agentica-org_DeepCoder-14B-Preview-Q4_K_M.gguf
+- !!merge <<: *deepseek-r1
+  name: "agentica-org_deepcoder-1.5b-preview"
+  urls:
+    - https://huggingface.co/agentica-org/DeepCoder-1.5B-Preview
+    - https://huggingface.co/bartowski/agentica-org_DeepCoder-1.5B-Preview-GGUF
+  description: |
+    DeepCoder-1.5B-Preview is a code reasoning LLM fine-tuned from DeepSeek-R1-Distilled-Qwen-1.5B using distributed reinforcement learning (RL) to scale up to long context lengths.
+    Data
+
+    Our training dataset consists of approximately 24K unique problem-tests pairs compiled from:
+
+        Taco-Verified
+        PrimeIntellect SYNTHETIC-1
+        LiveCodeBench v5 (5/1/23-7/31/24)
+  overrides:
+    parameters:
+      model: agentica-org_DeepCoder-1.5B-Preview-Q4_K_M.gguf
+  files:
+    - filename: agentica-org_DeepCoder-1.5B-Preview-Q4_K_M.gguf
+      sha256: 9ddd89eddf8d56b1c16317932af56dc59b49ca2beec735d1332f5a3e0f225714
+      uri: huggingface://bartowski/agentica-org_DeepCoder-1.5B-Preview-GGUF/agentica-org_DeepCoder-1.5B-Preview-Q4_K_M.gguf
 - &qwen2
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master" ## Start QWEN2
   name: "qwen2-7b-instruct"

From fb83238e9eb8dbff7a2a677f5a263ab66f449795 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 11 Apr 2025 10:06:05 +0200
Subject: [PATCH 469/679] chore(model gallery): add zyphra_zr1-1.5b (#5157)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 4b3c830e..d5afccca 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -8550,6 +8550,20 @@
     - filename: agentica-org_DeepCoder-1.5B-Preview-Q4_K_M.gguf
       sha256: 9ddd89eddf8d56b1c16317932af56dc59b49ca2beec735d1332f5a3e0f225714
       uri: huggingface://bartowski/agentica-org_DeepCoder-1.5B-Preview-GGUF/agentica-org_DeepCoder-1.5B-Preview-Q4_K_M.gguf
+- !!merge <<: *deepseek-r1
+  name: "zyphra_zr1-1.5b"
+  urls:
+    - https://huggingface.co/Zyphra/ZR1-1.5B
+    - https://huggingface.co/bartowski/Zyphra_ZR1-1.5B-GGUF
+  description: |
+    ZR1-1.5B is a small reasoning model trained extensively on both verified coding and mathematics problems with reinforcement learning. The model outperforms Llama-3.1-70B-Instruct on hard coding tasks and improves upon the base R1-Distill-1.5B model by over 50%, while achieving strong scores on math evaluations and a 37.91% pass@1 accuracy on GPQA-Diamond with just 1.5B parameters.
+  overrides:
+    parameters:
+      model: Zyphra_ZR1-1.5B-Q4_K_M.gguf
+  files:
+    - filename: Zyphra_ZR1-1.5B-Q4_K_M.gguf
+      sha256: 5442a9303f651eec30d8d17cd649982ddedf3629ff4faf3bf08d187900a7e7bd
+      uri: huggingface://bartowski/Zyphra_ZR1-1.5B-GGUF/Zyphra_ZR1-1.5B-Q4_K_M.gguf
 - &qwen2
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master" ## Start QWEN2
   name: "qwen2-7b-instruct"

From 165c1ddff3df7b0d553836126e8ff7b2ef5e3de1 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 12 Apr 2025 10:37:40 +0200
Subject: [PATCH 470/679] chore(model gallery): add
 tesslate_gradience-t1-3b-preview (#5160)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index d5afccca..124efae0 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -5878,6 +5878,21 @@
     - filename: soob3123_amoral-cogito-v1-preview-qwen-14B-Q4_K_M.gguf
       sha256: c01a0b0c44345011dc61212fb1c0ffdba32f85e702d2f3d4abeb2a09208d6184
       uri: huggingface://bartowski/soob3123_amoral-cogito-v1-preview-qwen-14B-GGUF/soob3123_amoral-cogito-v1-preview-qwen-14B-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "tesslate_gradience-t1-3b-preview"
+  urls:
+    - https://huggingface.co/Tesslate/Gradience-T1-3B-preview
+    - https://huggingface.co/bartowski/Tesslate_Gradience-T1-3B-preview-GGUF
+  description: |
+    This model is still in preview/beta. We're still working on it! This is just so the community can try out our new "Gradient Reasoning" that intends to break problems down and reason faster.
+    You can use a system prompt to enable thinking: "First, think step-by-step to reach the solution. Enclose your entire reasoning process within <|begin_of_thought|> and <|end_of_thought|> tags." You can try sampling params: Temp: 0.76, TopP: 0.62, Topk 30-68, Rep: 1.0, minp: 0.05
+  overrides:
+    parameters:
+      model: Tesslate_Gradience-T1-3B-preview-Q4_K_M.gguf
+  files:
+    - filename: Tesslate_Gradience-T1-3B-preview-Q4_K_M.gguf
+      sha256: 119ccefa09e3756750a983301f8bbb95e6c8fce6941a5d91490dac600f887111
+      uri: huggingface://bartowski/Tesslate_Gradience-T1-3B-preview-GGUF/Tesslate_Gradience-T1-3B-preview-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From f3bfec580a9eaead9565b51730a1fbff889f8c46 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Sun, 13 Apr 2025 10:23:41 +0200
Subject: [PATCH 471/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `bc091a4dc585af25c438c8473285a8cfec5c7695` (#5158)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index c7c3d9e3..44ed4c5a 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=64eda5deb9859e87a020e56bab5d2f9ca956f1de
+CPPLLAMA_VERSION?=bc091a4dc585af25c438c8473285a8cfec5c7695
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 637d72d6e316d0dfb6ae0d02acbe73c4860a7c7b Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 13 Apr 2025 14:31:05 +0200
Subject: [PATCH 472/679] chore(model gallery): add lightthinker-qwen (#5165)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 124efae0..d62dfe04 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -5893,6 +5893,20 @@
     - filename: Tesslate_Gradience-T1-3B-preview-Q4_K_M.gguf
       sha256: 119ccefa09e3756750a983301f8bbb95e6c8fce6941a5d91490dac600f887111
       uri: huggingface://bartowski/Tesslate_Gradience-T1-3B-preview-GGUF/Tesslate_Gradience-T1-3B-preview-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "lightthinker-qwen"
+  urls:
+    - https://huggingface.co/zjunlp/LightThinker-Qwen
+    - https://huggingface.co/mradermacher/LightThinker-Qwen-GGUF
+  description: |
+    LLMs have shown remarkable performance in complex reasoning tasks, but their efficiency is hindered by the substantial memory and computational costs associated with generating lengthy tokens. In this paper, we propose LightThinker, a novel method that enables LLMs to dynamically compress intermediate thoughts during reasoning. Inspired by human cognitive processes, LightThinker compresses verbose thought steps into compact representations and discards the original reasoning chains, thereby significantly reducing the number of tokens stored in the context window. This is achieved by training the model on when and how to perform compression through data construction, mapping hidden states to condensed gist tokens, and creating specialized attention masks.
+  overrides:
+    parameters:
+      model: LightThinker-Qwen.Q4_K_M.gguf
+  files:
+    - filename: LightThinker-Qwen.Q4_K_M.gguf
+      sha256: f52f27c23fa734b1a0306efd29fcb80434364e7a1077695574e9a4f5e48b7ed2
+      uri: huggingface://mradermacher/LightThinker-Qwen-GGUF/LightThinker-Qwen.Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From 752b5e033918ac9d3cd05e94c7a1e6b2081a8f84 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 13 Apr 2025 14:34:14 +0200
Subject: [PATCH 473/679] chore(model gallery): add mag-picaro-72b (#5166)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 16 ++++++++++++++++
 1 file changed, 16 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index d62dfe04..41f95e7c 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -5907,6 +5907,22 @@
     - filename: LightThinker-Qwen.Q4_K_M.gguf
       sha256: f52f27c23fa734b1a0306efd29fcb80434364e7a1077695574e9a4f5e48b7ed2
       uri: huggingface://mradermacher/LightThinker-Qwen-GGUF/LightThinker-Qwen.Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "mag-picaro-72b"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/66c26b6fb01b19d8c3c2467b/hrYOp7JiH7o5ij1WEoyCZ.png
+  urls:
+    - https://huggingface.co/Delta-Vector/Mag-Picaro-72B
+    - https://huggingface.co/mradermacher/Mag-Picaro-72B-GGUF
+  description: |
+    A scaled up version of Mag-Picaro, Funded by PygmalionAI as alternative to their Magnum Large option.
+    Fine-tuned on top of Qwen-2-Instruct, Mag-Picaro has been then slerp-merged at 50/50 weight with Magnum-V2. If you like the model support me on Ko-Fi https://ko-fi.com/deltavector
+  overrides:
+    parameters:
+      model: Mag-Picaro-72B.Q4_K_M.gguf
+  files:
+    - filename: Mag-Picaro-72B.Q4_K_M.gguf
+      sha256: 3fda6cf318a9082ef7b502c4384ee3ea5f9f9f44268b852a2e46d71bcea29d5a
+      uri: huggingface://mradermacher/Mag-Picaro-72B-GGUF/Mag-Picaro-72B.Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From e626aa48a4b8256142d534a5e93d41ff580757ef Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 13 Apr 2025 14:35:57 +0200
Subject: [PATCH 474/679] chore(model gallery): add hamanasu-adventure-4b-i1
 (#5167)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 18 ++++++++++++++++++
 1 file changed, 18 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 41f95e7c..4748a419 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -8082,6 +8082,24 @@
     - filename: deepcogito_cogito-v1-preview-llama-8B-Q4_K_M.gguf
       sha256: 445173fb1dacef3fa0be49ebb4512b948fdb1434d86732de198424695b017b50
       uri: huggingface://bartowski/deepcogito_cogito-v1-preview-llama-8B-GGUF/deepcogito_cogito-v1-preview-llama-8B-Q4_K_M.gguf
+- !!merge <<: *llama31
+  name: "hamanasu-adventure-4b-i1"
+  url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/66c26b6fb01b19d8c3c2467b/o5WjJKA9f95ri9UzRxZQE.png
+  urls:
+    - https://huggingface.co/Delta-Vector/Hamanasu-Adventure-4B
+    - https://huggingface.co/mradermacher/Hamanasu-Adventure-4B-i1-GGUF
+  description: |
+    Thanks to PocketDoc's Adventure datasets and taking his Dangerous Winds models as inspiration, I was able to finetune a small Adventure model that HATES the User
+    The model is suited for Text Adventure, All thanks to Tav for funding the train.
+    Support me and my finetunes on Ko-Fi https://ko-fi.com/deltavector
+  overrides:
+    parameters:
+      model: Hamanasu-Adventure-4B.i1-Q4_K_M.gguf
+  files:
+    - filename: Hamanasu-Adventure-4B.i1-Q4_K_M.gguf
+      sha256: d4f2bb3bdd99dbfe1019368813c8b6574c4c53748ff58e1b0cc1786b32cc9f5d
+      uri: huggingface://mradermacher/Hamanasu-Adventure-4B-i1-GGUF/Hamanasu-Adventure-4B.i1-Q4_K_M.gguf
 - !!merge <<: *llama33
   name: "llama-3.3-magicalgirl-2.5-i1"
   icon: https://cdn-uploads.huggingface.co/production/uploads/633e85093a17ab61de8d9073/FGK0qBGmELj6DEUxbbrdR.png

From 89ca4bc02df33273a054aba19a2a70e8bc7b6142 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 13 Apr 2025 14:37:59 +0200
Subject: [PATCH 475/679] chore(model gallery): add hamanasu-magnum-4b-i1
 (#5168)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 18 ++++++++++++++++++
 1 file changed, 18 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 4748a419..d8374351 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -8100,6 +8100,24 @@
     - filename: Hamanasu-Adventure-4B.i1-Q4_K_M.gguf
       sha256: d4f2bb3bdd99dbfe1019368813c8b6574c4c53748ff58e1b0cc1786b32cc9f5d
       uri: huggingface://mradermacher/Hamanasu-Adventure-4B-i1-GGUF/Hamanasu-Adventure-4B.i1-Q4_K_M.gguf
+- !!merge <<: *llama31
+  name: "hamanasu-magnum-4b-i1"
+  url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/66c26b6fb01b19d8c3c2467b/o5WjJKA9f95ri9UzRxZQE.png
+  urls:
+    - https://huggingface.co/Delta-Vector/Hamanasu-Magnum-4B
+    - https://huggingface.co/mradermacher/Hamanasu-Magnum-4B-i1-GGUF
+  description: |
+    This is a model designed to replicate the prose quality of the Claude 3 series of models. specifically Sonnet and Opus - Made with a prototype magnum V5 datamix.
+    The model is suited for traditional RP, All thanks to Tav for funding the train.
+    Support me and my finetunes on Ko-Fi https://ko-fi.com/deltavector
+  overrides:
+    parameters:
+      model: Hamanasu-Magnum-4B.i1-Q4_K_M.gguf
+  files:
+    - filename: Hamanasu-Magnum-4B.i1-Q4_K_M.gguf
+      sha256: 7eb6d1bfda7c0a5bf62de754323cf59f14ddd394550a5893b7bd086fd1906361
+      uri: huggingface://mradermacher/Hamanasu-Magnum-4B-i1-GGUF/Hamanasu-Magnum-4B.i1-Q4_K_M.gguf
 - !!merge <<: *llama33
   name: "llama-3.3-magicalgirl-2.5-i1"
   icon: https://cdn-uploads.huggingface.co/production/uploads/633e85093a17ab61de8d9073/FGK0qBGmELj6DEUxbbrdR.png

From 05b744f086d92fe2e87cf368273894b4acdda2a3 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 13 Apr 2025 15:53:11 +0200
Subject: [PATCH 476/679] chore(model gallery): add daichi-12b (#5169)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 17 +++++++++++++++++
 1 file changed, 17 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index d8374351..bfc3c930 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -470,6 +470,23 @@
     - filename: Tesslate_Synthia-S1-27b-Q4_K_M.gguf
       sha256: d953bf7f802dc68f85a35360deb24b9a8b446af051e82c77f2f0759065d2aa71
       uri: huggingface://bartowski/Tesslate_Synthia-S1-27b-GGUF/Tesslate_Synthia-S1-27b-Q4_K_M.gguf
+- !!merge <<: *gemma3
+  name: "daichi-12b"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/66c26b6fb01b19d8c3c2467b/RqjcprtID598UTzL4igkU.webp
+  urls:
+    - https://huggingface.co/Delta-Vector/Daichi-12B
+    - https://huggingface.co/Delta-Vector/Daichi-12B-GGUF
+  description: |
+    A merge between my Gemma-Finetune of Pascal-12B and Omega-Directive-G-12B, Meant to give it more NSFW knowledge.
+    This model has a short-sweet prose and is uncensored in Roleplay.
+    The model is suited for traditional RP, All thanks to Tav for funding the train.
+  overrides:
+    parameters:
+      model: Omega-LN-SFT-Q4_K_M.gguf
+  files:
+    - filename: Omega-LN-SFT-Q4_K_M.gguf
+      sha256: 33fb1c61085f9b18074e320ac784e6dbc8a98fe20705f92773e055471fd3cb0f
+      uri: huggingface://Delta-Vector/Daichi-12B-GGUF/Omega-LN-SFT-Q4_K_M.gguf
 - &llama4
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master"
   icon: https://avatars.githubusercontent.com/u/153379578

From 1f09db516133af94a82dec822daa673b078635f3 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Sun, 13 Apr 2025 23:46:07 +0200
Subject: [PATCH 477/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `71e90e8813f90097701e62f7fce137d96ddf41e2` (#5171)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 44ed4c5a..f5e662f3 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=bc091a4dc585af25c438c8473285a8cfec5c7695
+CPPLLAMA_VERSION?=71e90e8813f90097701e62f7fce137d96ddf41e2
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From e58704444935d29a9973a7f6dc230dac808760db Mon Sep 17 00:00:00 2001
From: Richard Palethorpe <io@richiejp.com>
Date: Mon, 14 Apr 2025 08:29:09 +0100
Subject: [PATCH 478/679] fix(stablediffusion): Avoid GGML commit which causes
 CUDA compile error (#5170)

Signed-off-by: Richard Palethorpe <io@richiejp.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index f5e662f3..d7b62c8a 100644
--- a/Makefile
+++ b/Makefile
@@ -22,7 +22,7 @@ BARKCPP_VERSION?=v1.0.0
 
 # stablediffusion.cpp (ggml)
 STABLEDIFFUSION_GGML_REPO?=https://github.com/richiejp/stable-diffusion.cpp
-STABLEDIFFUSION_GGML_VERSION?=6c848a2e0053c86984023570e706aa212933d50d
+STABLEDIFFUSION_GGML_VERSION?=53e3b17eb3d0b5760ced06a1f98320b68b34aaae
 
 ONNX_VERSION?=1.20.0
 ONNX_ARCH?=x64

From 4fc68409ff7f53209ae2d6bb32d1ddbfd422dd39 Mon Sep 17 00:00:00 2001
From: qwerty108109 <97707491+qwerty108109@users.noreply.github.com>
Date: Mon, 14 Apr 2025 01:48:10 -0700
Subject: [PATCH 479/679] Update README.md (#5172)

Modified the README.md to separate out the different docker run commands to make it easier to copy into the terminal.

Signed-off-by: qwerty108109 <97707491+qwerty108109@users.noreply.github.com>
---
 README.md | 18 +++++++++++-------
 1 file changed, 11 insertions(+), 7 deletions(-)

diff --git a/README.md b/README.md
index 00e83d8b..776fb117 100644
--- a/README.md
+++ b/README.md
@@ -75,17 +75,21 @@ curl https://localai.io/install.sh | sh
 ```
 
 Or run with docker:
+
+### CPU only image:
 ```bash
-# CPU only image:
 docker run -ti --name local-ai -p 8080:8080 localai/localai:latest-cpu
-
-# Nvidia GPU:
+```
+### Nvidia GPU:
+```bash
 docker run -ti --name local-ai -p 8080:8080 --gpus all localai/localai:latest-gpu-nvidia-cuda-12
-
-# CPU and GPU image (bigger size):
+```
+### CPU and GPU image (bigger size):
+```bash
 docker run -ti --name local-ai -p 8080:8080 localai/localai:latest
-
-# AIO images (it will pre-download a set of models ready for use, see https://localai.io/basics/container/)
+```
+### AIO images (it will pre-download a set of models ready for use, see https://localai.io/basics/container/)
+```bash
 docker run -ti --name local-ai -p 8080:8080 localai/localai:latest-aio-cpu
 ```
 

From 17e533a0866e3136905904fbe47a6ef2e0b50657 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 14 Apr 2025 12:20:20 +0200
Subject: [PATCH 480/679] chore(model gallery): add
 skywork_skywork-or1-7b-preview (#5173)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 20 ++++++++++++++++++++
 1 file changed, 20 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index bfc3c930..7de66a8e 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -8662,6 +8662,26 @@
     - filename: Zyphra_ZR1-1.5B-Q4_K_M.gguf
       sha256: 5442a9303f651eec30d8d17cd649982ddedf3629ff4faf3bf08d187900a7e7bd
       uri: huggingface://bartowski/Zyphra_ZR1-1.5B-GGUF/Zyphra_ZR1-1.5B-Q4_K_M.gguf
+- !!merge <<: *deepseek-r1
+  name: "skywork_skywork-or1-7b-preview"
+  urls:
+    - https://huggingface.co/Skywork/Skywork-OR1-7B-Preview
+    - https://huggingface.co/bartowski/Skywork_Skywork-OR1-7B-Preview-GGUF
+  description: |
+    The Skywork-OR1 (Open Reasoner 1) model series consists of powerful math and code reasoning models trained using large-scale rule-based reinforcement learning with carefully designed datasets and training recipes. This series includes two general-purpose reasoning modelsl, Skywork-OR1-7B-Preview and Skywork-OR1-32B-Preview, along with a math-specialized model, Skywork-OR1-Math-7B.
+
+    Skywork-OR1-Math-7B is specifically optimized for mathematical reasoning, scoring 69.8 on AIME24 and 52.3 on AIME25 — well ahead of all models of similar size.
+    Skywork-OR1-32B-Preview delivers the 671B-parameter Deepseek-R1 performance on math tasks (AIME24 and AIME25) and coding tasks (LiveCodeBench).
+    Skywork-OR1-7B-Preview outperforms all similarly sized models in both math and coding scenarios.
+
+    The final release version will be available in two weeks.
+  overrides:
+    parameters:
+      model: Skywork_Skywork-OR1-7B-Preview-Q4_K_M.gguf
+  files:
+    - filename: Skywork_Skywork-OR1-7B-Preview-Q4_K_M.gguf
+      sha256: 5816934378dd1b9dd3a656efedef488bfa85eeeade467f99317f7cc4cbf6ceda
+      uri: huggingface://bartowski/Skywork_Skywork-OR1-7B-Preview-GGUF/Skywork_Skywork-OR1-7B-Preview-Q4_K_M.gguf
 - &qwen2
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master" ## Start QWEN2
   name: "qwen2-7b-instruct"

From eb04e8cdcfa8e762ab9bd7be6c385ad56f9f0b7d Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 14 Apr 2025 12:23:44 +0200
Subject: [PATCH 481/679] chore(model gallery): add skywork_skywork-or1-math-7b
 (#5174)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 20 ++++++++++++++++++++
 1 file changed, 20 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 7de66a8e..13ee9b84 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -8682,6 +8682,26 @@
     - filename: Skywork_Skywork-OR1-7B-Preview-Q4_K_M.gguf
       sha256: 5816934378dd1b9dd3a656efedef488bfa85eeeade467f99317f7cc4cbf6ceda
       uri: huggingface://bartowski/Skywork_Skywork-OR1-7B-Preview-GGUF/Skywork_Skywork-OR1-7B-Preview-Q4_K_M.gguf
+- !!merge <<: *deepseek-r1
+  name: "skywork_skywork-or1-math-7b"
+  urls:
+    - https://huggingface.co/Skywork/Skywork-OR1-Math-7B
+    - https://huggingface.co/bartowski/Skywork_Skywork-OR1-Math-7B-GGUF
+  description: |
+    The Skywork-OR1 (Open Reasoner 1) model series consists of powerful math and code reasoning models trained using large-scale rule-based reinforcement learning with carefully designed datasets and training recipes. This series includes two general-purpose reasoning modelsl, Skywork-OR1-7B-Preview and Skywork-OR1-32B-Preview, along with a math-specialized model, Skywork-OR1-Math-7B.
+
+    Skywork-OR1-Math-7B is specifically optimized for mathematical reasoning, scoring 69.8 on AIME24 and 52.3 on AIME25 — well ahead of all models of similar size.
+    Skywork-OR1-32B-Preview delivers the 671B-parameter Deepseek-R1 performance on math tasks (AIME24 and AIME25) and coding tasks (LiveCodeBench).
+    Skywork-OR1-7B-Preview outperforms all similarly sized models in both math and coding scenarios.
+
+    The final release version will be available in two weeks.
+  overrides:
+    parameters:
+      model: Skywork_Skywork-OR1-Math-7B-Q4_K_M.gguf
+  files:
+    - filename: Skywork_Skywork-OR1-Math-7B-Q4_K_M.gguf
+      sha256: 4a28cc95da712d37f1aef701f3eff5591e437beba9f89faf29b2a2e7443dd170
+      uri: huggingface://bartowski/Skywork_Skywork-OR1-Math-7B-GGUF/Skywork_Skywork-OR1-Math-7B-Q4_K_M.gguf
 - &qwen2
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master" ## Start QWEN2
   name: "qwen2-7b-instruct"

From bef22ab5472384af8fd2ff5e2fcd9556a58ef1cc Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 14 Apr 2025 12:25:43 +0200
Subject: [PATCH 482/679] chore(model gallery): add
 skywork_skywork-or1-32b-preview (#5175)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 20 ++++++++++++++++++++
 1 file changed, 20 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 13ee9b84..3f744885 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -8702,6 +8702,26 @@
     - filename: Skywork_Skywork-OR1-Math-7B-Q4_K_M.gguf
       sha256: 4a28cc95da712d37f1aef701f3eff5591e437beba9f89faf29b2a2e7443dd170
       uri: huggingface://bartowski/Skywork_Skywork-OR1-Math-7B-GGUF/Skywork_Skywork-OR1-Math-7B-Q4_K_M.gguf
+- !!merge <<: *deepseek-r1
+  name: "skywork_skywork-or1-32b-preview"
+  urls:
+    - https://huggingface.co/Skywork/Skywork-OR1-32B-Preview
+    - https://huggingface.co/bartowski/Skywork_Skywork-OR1-32B-Preview-GGUF
+  description: |
+    The Skywork-OR1 (Open Reasoner 1) model series consists of powerful math and code reasoning models trained using large-scale rule-based reinforcement learning with carefully designed datasets and training recipes. This series includes two general-purpose reasoning modelsl, Skywork-OR1-7B-Preview and Skywork-OR1-32B-Preview, along with a math-specialized model, Skywork-OR1-Math-7B.
+
+    Skywork-OR1-Math-7B is specifically optimized for mathematical reasoning, scoring 69.8 on AIME24 and 52.3 on AIME25 — well ahead of all models of similar size.
+    Skywork-OR1-32B-Preview delivers the 671B-parameter Deepseek-R1 performance on math tasks (AIME24 and AIME25) and coding tasks (LiveCodeBench).
+    Skywork-OR1-7B-Preview outperforms all similarly sized models in both math and coding scenarios.
+
+    The final release version will be available in two weeks.
+  overrides:
+    parameters:
+      model: Skywork_Skywork-OR1-32B-Preview-Q4_K_M.gguf
+  files:
+    - filename: Skywork_Skywork-OR1-32B-Preview-Q4_K_M.gguf
+      sha256: 304d4f6e6ac6c530b7427c30b43df3d19ae6160c68582b8815efb129533c2f0c
+      uri: huggingface://bartowski/Skywork_Skywork-OR1-32B-Preview-GGUF/Skywork_Skywork-OR1-32B-Preview-Q4_K_M.gguf
 - &qwen2
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master" ## Start QWEN2
   name: "qwen2-7b-instruct"

From 21ae7b4cd438299b62c2e2154e28c6b5444d4c7e Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 14 Apr 2025 12:28:09 +0200
Subject: [PATCH 483/679] chore(model gallery): add
 nvidia_llama-3.1-8b-ultralong-1m-instruct (#5176)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 3f744885..5f70a270 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -8135,6 +8135,21 @@
     - filename: Hamanasu-Magnum-4B.i1-Q4_K_M.gguf
       sha256: 7eb6d1bfda7c0a5bf62de754323cf59f14ddd394550a5893b7bd086fd1906361
       uri: huggingface://mradermacher/Hamanasu-Magnum-4B-i1-GGUF/Hamanasu-Magnum-4B.i1-Q4_K_M.gguf
+- !!merge <<: *llama31
+  name: "nvidia_llama-3.1-8b-ultralong-1m-instruct"
+  icon: https://cdn-avatars.huggingface.co/v1/production/uploads/1613114437487-60262a8e0703121c822a80b6.png
+  urls:
+    - https://huggingface.co/nvidia/Llama-3.1-8B-UltraLong-1M-Instruct
+    - https://huggingface.co/bartowski/nvidia_Llama-3.1-8B-UltraLong-1M-Instruct-GGUF
+  description: |
+    We introduce UltraLong-8B, a series of ultra-long context language models designed to process extensive sequences of text (up to 1M, 2M, and 4M tokens) while maintaining competitive performance on standard benchmarks. Built on the Llama-3.1, UltraLong-8B leverages a systematic training recipe that combines efficient continued pretraining with instruction tuning to enhance long-context understanding and instruction-following capabilities. This approach enables our models to efficiently scale their context windows without sacrificing general performance.
+  overrides:
+    parameters:
+      model: nvidia_Llama-3.1-8B-UltraLong-1M-Instruct-Q4_K_M.gguf
+  files:
+    - filename: nvidia_Llama-3.1-8B-UltraLong-1M-Instruct-Q4_K_M.gguf
+      sha256: 22e59b0eff7fd7b77403027fb758f75ad41c78a4f56adc10ca39802c64fe97fa
+      uri: huggingface://bartowski/nvidia_Llama-3.1-8B-UltraLong-1M-Instruct-GGUF/nvidia_Llama-3.1-8B-UltraLong-1M-Instruct-Q4_K_M.gguf
 - !!merge <<: *llama33
   name: "llama-3.3-magicalgirl-2.5-i1"
   icon: https://cdn-uploads.huggingface.co/production/uploads/633e85093a17ab61de8d9073/FGK0qBGmELj6DEUxbbrdR.png

From 1f94cddbaec6437e464746c4e73391c5b6480d17 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 14 Apr 2025 12:30:55 +0200
Subject: [PATCH 484/679] chore(model gallery): add
 nvidia_llama-3.1-8b-ultralong-4m-instruct (#5177)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 5f70a270..85601085 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -8150,6 +8150,21 @@
     - filename: nvidia_Llama-3.1-8B-UltraLong-1M-Instruct-Q4_K_M.gguf
       sha256: 22e59b0eff7fd7b77403027fb758f75ad41c78a4f56adc10ca39802c64fe97fa
       uri: huggingface://bartowski/nvidia_Llama-3.1-8B-UltraLong-1M-Instruct-GGUF/nvidia_Llama-3.1-8B-UltraLong-1M-Instruct-Q4_K_M.gguf
+- !!merge <<: *llama31
+  name: "nvidia_llama-3.1-8b-ultralong-4m-instruct"
+  icon: https://cdn-avatars.huggingface.co/v1/production/uploads/1613114437487-60262a8e0703121c822a80b6.png
+  urls:
+    - https://huggingface.co/nvidia/Llama-3.1-8B-UltraLong-4M-Instruct
+    - https://huggingface.co/bartowski/nvidia_Llama-3.1-8B-UltraLong-4M-Instruct-GGUF
+  description: |
+    We introduce UltraLong-8B, a series of ultra-long context language models designed to process extensive sequences of text (up to 1M, 2M, and 4M tokens) while maintaining competitive performance on standard benchmarks. Built on the Llama-3.1, UltraLong-8B leverages a systematic training recipe that combines efficient continued pretraining with instruction tuning to enhance long-context understanding and instruction-following capabilities. This approach enables our models to efficiently scale their context windows without sacrificing general performance.
+  overrides:
+    parameters:
+      model: nvidia_Llama-3.1-8B-UltraLong-4M-Instruct-Q4_K_M.gguf
+  files:
+    - filename: nvidia_Llama-3.1-8B-UltraLong-4M-Instruct-Q4_K_M.gguf
+      sha256: c503c77c6d8cc4be53ce7cddb756cb571862f0422594c17e58a75d7be9f00907
+      uri: huggingface://bartowski/nvidia_Llama-3.1-8B-UltraLong-4M-Instruct-GGUF/nvidia_Llama-3.1-8B-UltraLong-4M-Instruct-Q4_K_M.gguf
 - !!merge <<: *llama33
   name: "llama-3.3-magicalgirl-2.5-i1"
   icon: https://cdn-uploads.huggingface.co/production/uploads/633e85093a17ab61de8d9073/FGK0qBGmELj6DEUxbbrdR.png

From 508cfa7369e2ae538cebce5936957fbc5ba35449 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Mon, 14 Apr 2025 23:10:16 +0200
Subject: [PATCH 485/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `d6d2c2ab8c8865784ba9fef37f2b2de3f2134d33` (#5178)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index d7b62c8a..f017b3d4 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=71e90e8813f90097701e62f7fce137d96ddf41e2
+CPPLLAMA_VERSION?=d6d2c2ab8c8865784ba9fef37f2b2de3f2134d33
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 18c3dc33ee9fd228997aac95cb9fd2c9bc6f73f7 Mon Sep 17 00:00:00 2001
From: Richard Palethorpe <io@richiejp.com>
Date: Tue, 15 Apr 2025 08:27:29 +0100
Subject: [PATCH 486/679] fix(stablediffusion): Pass ROCM LD CGO flags through
 to recursive make (#5179)

Signed-off-by: Richard Palethorpe <io@richiejp.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index f017b3d4..3d694dc1 100644
--- a/Makefile
+++ b/Makefile
@@ -260,7 +260,7 @@ backend/go/image/stablediffusion-ggml/libsd.a: sources/stablediffusion-ggml.cpp
 	$(MAKE) -C backend/go/image/stablediffusion-ggml libsd.a
 
 backend-assets/grpc/stablediffusion-ggml: backend/go/image/stablediffusion-ggml/libsd.a backend-assets/grpc
-	$(MAKE) -C backend/go/image/stablediffusion-ggml stablediffusion-ggml
+	$(MAKE) -C backend/go/image/stablediffusion-ggml CGO_LDFLAGS="$(CGO_LDFLAGS)" stablediffusion-ggml
 
 sources/onnxruntime:
 	mkdir -p sources/onnxruntime

From 04d74ac6483159a6310fe3ddd87b754f09d33f30 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 15 Apr 2025 17:17:17 +0200
Subject: [PATCH 487/679] chore(model gallery): add m1-32b (#5182)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 16 ++++++++++++++++
 1 file changed, 16 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 85601085..0118f700 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -5940,6 +5940,22 @@
     - filename: Mag-Picaro-72B.Q4_K_M.gguf
       sha256: 3fda6cf318a9082ef7b502c4384ee3ea5f9f9f44268b852a2e46d71bcea29d5a
       uri: huggingface://mradermacher/Mag-Picaro-72B-GGUF/Mag-Picaro-72B.Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "m1-32b"
+  urls:
+    - https://huggingface.co/Can111/m1-32b
+    - https://huggingface.co/mradermacher/m1-32b-GGUF
+  description: |
+    M1-32B is a 32B-parameter large language model fine-tuned from Qwen2.5-32B-Instruct on the M500 dataset—an interdisciplinary multi-agent collaborative reasoning dataset. M1-32B is optimized for improved reasoning, discussion, and decision-making in multi-agent systems (MAS), including frameworks such as AgentVerse.
+
+    Code: https://github.com/jincan333/MAS-TTS
+  overrides:
+    parameters:
+      model: m1-32b.Q4_K_M.gguf
+  files:
+    - filename: m1-32b.Q4_K_M.gguf
+      sha256: 1dfa3b6822447aca590d6f2881cf277bd0fbde633a39c5a20b521f4a59145e3f
+      uri: huggingface://mradermacher/m1-32b-GGUF/m1-32b.Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From 4f239bac89947406acbcaf98c22b62e3e9f31ccb Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 15 Apr 2025 17:51:24 +0200
Subject: [PATCH 488/679] feat: rebrand - LocalAGI and LocalRecall joins the
 LocalAI stack family (#5159)

* wip

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* docs

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Update lotusdocs and hugo

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* rephrasing

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fixups

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Latest fixups

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Adjust readme section

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 README.md                                     |  70 +++--
 core/http/app.go                              |   4 +-
 core/http/explorer.go                         |   4 +-
 core/http/static/favicon.ico                  | Bin 15406 -> 0 bytes
 core/http/static/favicon.svg                  | 171 ++++++++++++
 core/http/static/logo.png                     | Bin 0 -> 914776 bytes
 core/http/static/logo_horizontal.png          | Bin 0 -> 951954 bytes
 core/http/views/login.html                    |   2 +-
 core/http/views/partials/head.html            |   2 +-
 core/http/views/partials/navbar.html          |   5 +-
 core/http/views/partials/navbar_explorer.html |   3 +-
 docs/assets/images/imagen.png                 | Bin 0 -> 518053 bytes
 docs/assets/images/localai_screenshot.png     | Bin 0 -> 173642 bytes
 docs/assets/images/logos/logo.png             | Bin 0 -> 914776 bytes
 docs/assets/images/logos/logo.svg             | 171 ++++++++++++
 .../images/screenshots/screenshot_chat.png    | Bin 0 -> 134714 bytes
 .../images/screenshots/screenshot_gallery.png | Bin 0 -> 290543 bytes
 .../images/screenshots/screenshot_home.png    | Bin 0 -> 293974 bytes
 .../images/screenshots/screenshot_image.png   | Bin 0 -> 518053 bytes
 .../images/screenshots/screenshot_login.png   | Bin 0 -> 230687 bytes
 .../images/screenshots/screenshot_p2p.png     | Bin 0 -> 428588 bytes
 .../images/screenshots/screenshot_talk.png    | Bin 0 -> 252449 bytes
 .../images/screenshots/screenshot_tts.png     | Bin 0 -> 218069 bytes
 docs/assets/jsconfig.json                     |   2 +-
 docs/config.toml                              |   7 +-
 .../docs/features/distributed_inferencing.md  |   2 +
 .../docs/getting-started/quickstart.md        |  37 ++-
 docs/content/docs/overview.md                 | 189 +++++--------
 docs/data/landing.yaml                        | 254 +++++++++++++++++-
 docs/layouts/index.html                       |   0
 docs/layouts/partials/docs/top-header.html    |   2 +-
 docs/layouts/partials/head.html               |  12 +-
 docs/layouts/partials/header.html             |  57 ++++
 docs/layouts/partials/logo.html               |   2 +-
 docs/netlify.toml                             |   2 +-
 docs/static/android-chrome-192x192.png        | Bin 58772 -> 16475 bytes
 docs/static/android-chrome-512x512.png        | Bin 367658 -> 30790 bytes
 docs/static/apple-touch-icon.png              | Bin 52747 -> 14869 bytes
 docs/static/favicon-16x16.png                 | Bin 769 -> 711 bytes
 docs/static/favicon-32x32.png                 | Bin 2331 -> 1753 bytes
 docs/static/favicon.ico                       | Bin 15406 -> 15406 bytes
 docs/static/favicon.svg                       | 171 ++++++++++++
 docs/static/site.webmanifest                  |   1 +
 docs/themes/lotusdocs                         |   2 +-
 44 files changed, 976 insertions(+), 196 deletions(-)
 delete mode 100644 core/http/static/favicon.ico
 create mode 100644 core/http/static/favicon.svg
 create mode 100644 core/http/static/logo.png
 create mode 100644 core/http/static/logo_horizontal.png
 create mode 100644 docs/assets/images/imagen.png
 create mode 100644 docs/assets/images/localai_screenshot.png
 create mode 100644 docs/assets/images/logos/logo.png
 create mode 100644 docs/assets/images/logos/logo.svg
 create mode 100644 docs/assets/images/screenshots/screenshot_chat.png
 create mode 100644 docs/assets/images/screenshots/screenshot_gallery.png
 create mode 100644 docs/assets/images/screenshots/screenshot_home.png
 create mode 100644 docs/assets/images/screenshots/screenshot_image.png
 create mode 100644 docs/assets/images/screenshots/screenshot_login.png
 create mode 100644 docs/assets/images/screenshots/screenshot_p2p.png
 create mode 100644 docs/assets/images/screenshots/screenshot_talk.png
 create mode 100644 docs/assets/images/screenshots/screenshot_tts.png
 delete mode 100644 docs/layouts/index.html
 create mode 100644 docs/layouts/partials/header.html
 create mode 100644 docs/static/favicon.svg
 create mode 100644 docs/static/site.webmanifest

diff --git a/README.md b/README.md
index 776fb117..be1f58e6 100644
--- a/README.md
+++ b/README.md
@@ -1,7 +1,6 @@
 <h1 align="center">
   <br>
-  <img height="300" src="https://github.com/go-skynet/LocalAI/assets/2420543/0966aa2a-166e-4f99-a3e5-6c915fc997dd"> <br>
-    LocalAI
+  <img height="300" src="./core/http/static/logo.png"> <br>
 <br>
 </h1>
 
@@ -48,25 +47,58 @@
 
 [![tests](https://github.com/go-skynet/LocalAI/actions/workflows/test.yml/badge.svg)](https://github.com/go-skynet/LocalAI/actions/workflows/test.yml)[![Build and Release](https://github.com/go-skynet/LocalAI/actions/workflows/release.yaml/badge.svg)](https://github.com/go-skynet/LocalAI/actions/workflows/release.yaml)[![build container images](https://github.com/go-skynet/LocalAI/actions/workflows/image.yml/badge.svg)](https://github.com/go-skynet/LocalAI/actions/workflows/image.yml)[![Bump dependencies](https://github.com/go-skynet/LocalAI/actions/workflows/bump_deps.yaml/badge.svg)](https://github.com/go-skynet/LocalAI/actions/workflows/bump_deps.yaml)[![Artifact Hub](https://img.shields.io/endpoint?url=https://artifacthub.io/badge/repository/localai)](https://artifacthub.io/packages/search?repo=localai)
 
-**LocalAI** is the free, Open Source OpenAI alternative. LocalAI act as a drop-in replacement REST API that’s compatible with OpenAI (Elevenlabs, Anthropic... ) API specifications for local AI inferencing. It allows you to run LLMs, generate images, audio (and not only) locally or on-prem with consumer grade hardware, supporting multiple model families. Does not require GPU. It is created and maintained by [Ettore Di Giacinto](https://github.com/mudler).
+**LocalAI** is the free, Open Source OpenAI alternative. LocalAI act as a drop-in replacement REST API that's compatible with OpenAI (Elevenlabs, Anthropic... ) API specifications for local AI inferencing. It allows you to run LLMs, generate images, audio (and not only) locally or on-prem with consumer grade hardware, supporting multiple model families. Does not require GPU. It is created and maintained by [Ettore Di Giacinto](https://github.com/mudler).
+
+
+## 📚🆕 Local Stack Family
+
+🆕 LocalAI is now part of a comprehensive suite of AI tools designed to work together:
+
+<table>
+  <tr>
+    <td width="50%" valign="top">
+      <a href="https://github.com/mudler/LocalAGI">
+        <img src="https://raw.githubusercontent.com/mudler/LocalAGI/refs/heads/main/webui/react-ui/public/logo_2.png" width="300" alt="LocalAGI Logo">
+      </a>
+    </td>
+    <td width="50%" valign="top">
+      <h3><a href="https://github.com/mudler/LocalAGI">LocalAGI</a></h3>
+      <p>A powerful Local AI agent management platform that serves as a drop-in replacement for OpenAI's Responses API, enhanced with advanced agentic capabilities.</p>
+    </td>
+  </tr>
+  <tr>
+    <td width="50%" valign="top">
+      <a href="https://github.com/mudler/LocalRecall">
+        <img src="https://raw.githubusercontent.com/mudler/LocalRecall/refs/heads/main/static/localrecall_horizontal.png" width="300" alt="LocalRecall Logo">
+      </a>
+    </td>
+    <td width="50%" valign="top">
+      <h3><a href="https://github.com/mudler/LocalRecall">LocalRecall</a></h3>
+      <p>A REST-ful API and knowledge base management system that provides persistent memory and storage capabilities for AI agents.</p>
+    </td>
+  </tr>
+</table>
+
+## Screenshots
+
 
 | Talk Interface | Generate Audio |
 | --- | --- |
-| ![Screenshot 2025-03-31 at 12-01-36 LocalAI - Talk](https://github.com/user-attachments/assets/9841b1ee-88af-4b96-8ec0-41b17364efa7) | ![Screenshot 2025-03-31 at 12-01-29 LocalAI - Generate audio with voice-en-us-ryan-low](https://github.com/user-attachments/assets/d729f6f4-0621-4715-bda3-35fe6e159524) |
+| ![Screenshot 2025-03-31 at 12-01-36 LocalAI - Talk](./docs/assets/images/screenshots/screenshot_tts.png) | ![Screenshot 2025-03-31 at 12-01-29 LocalAI - Generate audio with voice-en-us-ryan-low](./docs/assets/images/screenshots/screenshot_tts.png) |
 
 | Models Overview | Generate Images |
 | --- | --- |
-| ![Screenshot 2025-03-31 at 12-01-20 LocalAI - Models](https://github.com/user-attachments/assets/3cf0b918-ba8e-498a-a3cd-485db5984325) | ![Screenshot 2025-03-31 at 12-31-41 LocalAI - Generate images with flux 1-dev](https://github.com/user-attachments/assets/6753d23d-218b-4e07-94b8-9e6c5a4f2311) |
+| ![Screenshot 2025-03-31 at 12-01-20 LocalAI - Models](./docs/assets/images/screenshots/screenshot_gallery.png) | ![Screenshot 2025-03-31 at 12-31-41 LocalAI - Generate images with flux 1-dev](./docs/assets/images/screenshots/screenshot_image.png) |
 
-| Chat Interface | API Overview |
+| Chat Interface | Home |
 | --- | --- |
-| ![Screenshot 2025-03-31 at 11-57-44 LocalAI - Chat with localai-functioncall-qwen2 5-7b-v0 5](https://github.com/user-attachments/assets/048eab31-0f0c-4d52-a920-3715233f9bf3) | ![Screenshot 2025-03-31 at 11-57-23 LocalAI API - c2a39e3 (c2a39e3639227cfd94ffffe9f5691239acc275a8)](https://github.com/user-attachments/assets/2540e8ce-1a2c-4c12-800c-763bd9be247f) |
+| ![Screenshot 2025-03-31 at 11-57-44 LocalAI - Chat with localai-functioncall-qwen2 5-7b-v0 5](./docs/assets/images/screenshots/screenshot_chat.png) | ![Screenshot 2025-03-31 at 11-57-23 LocalAI API - c2a39e3 (c2a39e3639227cfd94ffffe9f5691239acc275a8)](./docs/assets/images/screenshots/screenshot_home.png) |
 
 | Login | Swarm |
 | --- | --- |
-|![Screenshot 2025-03-31 at 12-09-59 ](https://github.com/user-attachments/assets/5af681b0-dd8e-4fe8-a234-a22f8a040547) | ![Screenshot 2025-03-31 at 12-10-39 LocalAI - P2P dashboard](https://github.com/user-attachments/assets/b9527176-63d6-4d2e-8ed1-7fde13a9b0ad) |
+|![Screenshot 2025-03-31 at 12-09-59 ](./docs/assets/images/screenshots/screenshot_login.png) | ![Screenshot 2025-03-31 at 12-10-39 LocalAI - P2P dashboard](./docs/assets/images/screenshots/screenshot_p2p.png) |
 
-## Quickstart
+## 💻 Quickstart
 
 Run the installer script:
 
@@ -108,10 +140,11 @@ local-ai run https://gist.githubusercontent.com/.../phi-2.yaml
 local-ai run oci://localai/phi-2:latest
 ```
 
-[💻 Getting started](https://localai.io/basics/getting_started/index.html)
+For more information, see [💻 Getting started](https://localai.io/basics/getting_started/index.html)
 
 ## 📰 Latest project news
 
+- Apr 2025: [LocalAGI](https://github.com/mudler/LocalAGI) and [LocalRecall](https://github.com/mudler/LocalRecall) join the LocalAI family stack.
 - Apr 2025: WebUI overhaul, AIO images updates
 - Feb 2025: Backend cleanup, Breaking changes, new backends (kokoro, OutelTTS, faster-whisper), Nvidia L4T images
 - Jan 2025: LocalAI model release: https://huggingface.co/mudler/LocalAI-functioncall-phi-4-v0.3, SANA support in diffusers: https://github.com/mudler/LocalAI/pull/4603
@@ -127,19 +160,6 @@ local-ai run oci://localai/phi-2:latest
 
 Roadmap items: [List of issues](https://github.com/mudler/LocalAI/issues?q=is%3Aissue+is%3Aopen+label%3Aroadmap)
 
-## 🔥🔥 Hot topics (looking for help):
-
-- Multimodal with vLLM and Video understanding: https://github.com/mudler/LocalAI/pull/3729
-- Realtime API https://github.com/mudler/LocalAI/issues/3714
-- WebUI improvements: https://github.com/mudler/LocalAI/issues/2156
-- Backends v2: https://github.com/mudler/LocalAI/issues/1126
-- Improving UX v2: https://github.com/mudler/LocalAI/issues/1373
-- Assistant API: https://github.com/mudler/LocalAI/issues/1273
-- Vulkan: https://github.com/mudler/LocalAI/issues/1647
-- Anthropic API: https://github.com/mudler/LocalAI/issues/1808
-
-If you want to help and contribute, issues up for grabs: https://github.com/mudler/LocalAI/issues?q=is%3Aissue+is%3Aopen+label%3A%22up+for+grabs%22
-
 ## 🚀 [Features](https://localai.io/features/)
 
 - 📖 [Text generation with GPTs](https://localai.io/features/text-generation/) (`llama.cpp`, `transformers`, `vllm` ... [:book: and more](https://localai.io/model-compatibility/index.html#model-compatibility-table))
@@ -153,12 +173,10 @@ If you want to help and contribute, issues up for grabs: https://github.com/mudl
 - 🥽 [Vision API](https://localai.io/features/gpt-vision/)
 - 📈 [Reranker API](https://localai.io/features/reranker/)
 - 🆕🖧 [P2P Inferencing](https://localai.io/features/distribute/)
+- [Agentic capabilities](https://github.com/mudler/LocalAGI)
 - 🔊 Voice activity detection (Silero-VAD support)
 - 🌍 Integrated WebUI!
 
-## 💻 Usage
-
-Check out the [Getting started](https://localai.io/basics/getting_started/index.html) section in our documentation.
 
 ### 🔗 Community and integrations
 
diff --git a/core/http/app.go b/core/http/app.go
index 9cbeefff..57f95465 100644
--- a/core/http/app.go
+++ b/core/http/app.go
@@ -142,9 +142,9 @@ func API(application *application.Application) (*fiber.App, error) {
 	httpFS := http.FS(embedDirStatic)
 
 	router.Use(favicon.New(favicon.Config{
-		URL:        "/favicon.ico",
+		URL:        "/favicon.svg",
 		FileSystem: httpFS,
-		File:       "static/favicon.ico",
+		File:       "static/favicon.svg",
 	}))
 
 	router.Use("/static", filesystem.New(filesystem.Config{
diff --git a/core/http/explorer.go b/core/http/explorer.go
index 36609add..e3001f3a 100644
--- a/core/http/explorer.go
+++ b/core/http/explorer.go
@@ -29,9 +29,9 @@ func Explorer(db *explorer.Database) *fiber.App {
 	httpFS := http.FS(embedDirStatic)
 
 	app.Use(favicon.New(favicon.Config{
-		URL:        "/favicon.ico",
+		URL:        "/favicon.svg",
 		FileSystem: httpFS,
-		File:       "static/favicon.ico",
+		File:       "static/favicon.svg",
 	}))
 
 	app.Use("/static", filesystem.New(filesystem.Config{
diff --git a/core/http/static/favicon.ico b/core/http/static/favicon.ico
deleted file mode 100644
index 05a5fa9e0dc68678fffde7c0e9d29298d3da5814..0000000000000000000000000000000000000000
GIT binary patch
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diff --git a/core/http/views/login.html b/core/http/views/login.html
index aed40d2f..f167dc60 100644
--- a/core/http/views/login.html
+++ b/core/http/views/login.html
@@ -12,7 +12,7 @@
         <div class="max-w-md w-full bg-gray-800/90 border border-gray-700/50 rounded-xl overflow-hidden shadow-xl">
             <div class="animation-container">
                 <div class="text-overlay">
-                <!--    <i class="fas fa-circle-nodes text-5xl text-blue-400 mb-2"></i> -->
+                    <img src="static/logo.png" alt="LocalAI Logo" class="h-32">
                 </div>
             </div>
             
diff --git a/core/http/views/partials/head.html b/core/http/views/partials/head.html
index 00fd4101..77b6d34e 100644
--- a/core/http/views/partials/head.html
+++ b/core/http/views/partials/head.html
@@ -3,7 +3,7 @@
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   <title>{{.Title}}</title>
   <base href="{{.BaseURL}}" />
-  <link rel="icon" type="image/x-icon" href="favicon.ico" />
+  <link rel="shortcut icon" href="static/favicon.svg" type="image/svg">
   <link rel="stylesheet" href="static/assets/highlightjs.css" />
   <script defer src="static/assets/highlightjs.js"></script>
   <script defer src="static/assets/alpine.js"></script>
diff --git a/core/http/views/partials/navbar.html b/core/http/views/partials/navbar.html
index 7fabae37..efec457b 100644
--- a/core/http/views/partials/navbar.html
+++ b/core/http/views/partials/navbar.html
@@ -4,10 +4,9 @@
             <div class="flex items-center">
                 <!-- Logo Image -->
                 <a href="./" class="flex items-center group">
-                    <img src="https://github.com/go-skynet/LocalAI/assets/2420543/0966aa2a-166e-4f99-a3e5-6c915fc997dd" 
+                    <img src="static/logo_horizontal.png" 
                          alt="LocalAI Logo" 
-                         class="h-10 mr-3 rounded-lg border border-blue-600/30 shadow-md transition-all duration-300 group-hover:shadow-blue-500/20 group-hover:border-blue-500/50">
-                    <span class="text-white text-xl font-bold bg-clip-text text-transparent bg-gradient-to-r from-blue-400 to-indigo-400">LocalAI</span>
+                         class="h-14 mr-3 brightness-110 transition-all duration-300 group-hover:brightness-125">
                 </a>
             </div>
             
diff --git a/core/http/views/partials/navbar_explorer.html b/core/http/views/partials/navbar_explorer.html
index 80fd9758..3b9e5a8f 100644
--- a/core/http/views/partials/navbar_explorer.html
+++ b/core/http/views/partials/navbar_explorer.html
@@ -4,10 +4,9 @@
             <div class="flex items-center">
                 <!-- Logo Image -->
                 <a href="./" class="flex items-center group">
-                    <img src="https://github.com/go-skynet/LocalAI/assets/2420543/0966aa2a-166e-4f99-a3e5-6c915fc997dd" 
+                    <img src="static/logo_horizontal.png" 
                          alt="LocalAI Logo" 
                          class="h-10 mr-3 rounded-lg border border-blue-600/30 shadow-md transition-all duration-300 group-hover:shadow-blue-500/20 group-hover:border-blue-500/50">
-                    <span class="text-white text-xl font-bold bg-clip-text text-transparent bg-gradient-to-r from-blue-400 to-indigo-400">LocalAI</span>
                 </a>
             </div>
             
diff --git a/docs/assets/images/imagen.png b/docs/assets/images/imagen.png
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diff --git a/docs/assets/jsconfig.json b/docs/assets/jsconfig.json
index 9f2d1c43..f3bd7ab2 100644
--- a/docs/assets/jsconfig.json
+++ b/docs/assets/jsconfig.json
@@ -3,7 +3,7 @@
   "baseUrl": ".",
   "paths": {
    "*": [
-    "../../../../.cache/hugo_cache/modules/filecache/modules/pkg/mod/github.com/gohugoio/hugo-mod-jslibs-dist/popperjs/v2@v2.21100.20000/package/dist/cjs/popper.js/*",
+    "../../../../.cache/hugo_cache/modules/filecache/modules/pkg/mod/github.com/gohugoio/hugo-mod-jslibs-dist/popperjs/v2@v2.21100.20000/package/dist/cjs/*",
     "../../../../.cache/hugo_cache/modules/filecache/modules/pkg/mod/github.com/twbs/bootstrap@v5.3.2+incompatible/js/*"
    ]
   }
diff --git a/docs/config.toml b/docs/config.toml
index 52602750..97e89ce6 100644
--- a/docs/config.toml
+++ b/docs/config.toml
@@ -48,9 +48,9 @@ defaultContentLanguage = 'en'
 
     [params.docs] # Parameters for the /docs 'template'
 
-        logo = "https://github.com/go-skynet/LocalAI/assets/2420543/0966aa2a-166e-4f99-a3e5-6c915fc997dd"
-        logo_text = "LocalAI"
-        title           = "LocalAI documentation"           # default html title for documentation pages/sections
+        logo = "https://raw.githubusercontent.com/mudler/LocalAI/refs/heads/master/core/http/static/logo.png"
+        logo_text = ""
+        title           = "LocalAI"           # default html title for documentation pages/sections
 
         pathName        = "docs"                            # path name for documentation site | default "docs"
 
@@ -108,6 +108,7 @@ defaultContentLanguage = 'en'
         # indexName = "" # Index Name to perform search on (or set env variable HUGO_PARAM_DOCSEARCH_indexName)
 
     [params.analytics] # Parameters for Analytics (Google, Plausible)
+        # google = "G-XXXXXXXXXX" # Replace with your Google Analytics ID
         # plausibleURL    = "/docs/s" # (or set via env variable HUGO_PARAM_ANALYTICS_plausibleURL)
         # plausibleAPI    = "/docs/s" # optional - (or set via env variable HUGO_PARAM_ANALYTICS_plausibleAPI)
         # plausibleDomain = ""      # (or set via env variable HUGO_PARAM_ANALYTICS_plausibleDomain)
diff --git a/docs/content/docs/features/distributed_inferencing.md b/docs/content/docs/features/distributed_inferencing.md
index 71d29f39..d599de87 100644
--- a/docs/content/docs/features/distributed_inferencing.md
+++ b/docs/content/docs/features/distributed_inferencing.md
@@ -13,6 +13,8 @@ LocalAI supports two modes of distributed inferencing via p2p:
 - **Federated Mode**: Requests are shared between the cluster and routed to a single worker node in the network based on the load balancer's decision.
 - **Worker Mode** (aka "model sharding" or "splitting weights"): Requests are processed by all the workers which contributes to the final inference result (by sharing the model weights).
 
+A list of global instances shared by the community is available at [explorer.localai.io](https://explorer.localai.io).
+
 ## Usage
 
 Starting LocalAI with `--p2p` generates a shared token for connecting multiple instances: and that's all you need to create AI clusters, eliminating the need for intricate network setups. 
diff --git a/docs/content/docs/getting-started/quickstart.md b/docs/content/docs/getting-started/quickstart.md
index 4e14c505..0d962d3c 100644
--- a/docs/content/docs/getting-started/quickstart.md
+++ b/docs/content/docs/getting-started/quickstart.md
@@ -18,14 +18,45 @@ To access the WebUI with an API_KEY, browser extensions such as [Requestly](http
 
 {{% /alert %}}
 
-## Using the Bash Installer
+## Quickstart
 
-Install LocalAI easily using the bash installer with the following command:
 
-```sh
+### Using the Bash Installer
+```bash
 curl https://localai.io/install.sh | sh
 ```
 
+### Run with docker:
+```bash
+# CPU only image:
+docker run -ti --name local-ai -p 8080:8080 localai/localai:latest-cpu
+
+# Nvidia GPU:
+docker run -ti --name local-ai -p 8080:8080 --gpus all localai/localai:latest-gpu-nvidia-cuda-12
+
+# CPU and GPU image (bigger size):
+docker run -ti --name local-ai -p 8080:8080 localai/localai:latest
+
+# AIO images (it will pre-download a set of models ready for use, see https://localai.io/basics/container/)
+docker run -ti --name local-ai -p 8080:8080 localai/localai:latest-aio-cpu
+```
+
+### Load models:
+
+```bash
+# From the model gallery (see available models with `local-ai models list`, in the WebUI from the model tab, or visiting https://models.localai.io)
+local-ai run llama-3.2-1b-instruct:q4_k_m
+# Start LocalAI with the phi-2 model directly from huggingface
+local-ai run huggingface://TheBloke/phi-2-GGUF/phi-2.Q8_0.gguf
+# Install and run a model from the Ollama OCI registry
+local-ai run ollama://gemma:2b
+# Run a model from a configuration file
+local-ai run https://gist.githubusercontent.com/.../phi-2.yaml
+# Install and run a model from a standard OCI registry (e.g., Docker Hub)
+local-ai run oci://localai/phi-2:latest
+```
+
+
 For a full list of options, refer to the [Installer Options]({{% relref "docs/advanced/installer" %}}) documentation.
 
 Binaries can also be [manually downloaded]({{% relref "docs/reference/binaries" %}}).
diff --git a/docs/content/docs/overview.md b/docs/content/docs/overview.md
index 11b9ce7d..981ba765 100644
--- a/docs/content/docs/overview.md
+++ b/docs/content/docs/overview.md
@@ -1,4 +1,3 @@
-
 +++
 title = "Overview"
 weight = 1
@@ -7,162 +6,96 @@ description = "What is LocalAI?"
 tags = ["Beginners"]
 categories = [""]
 author = "Ettore Di Giacinto"
-# This allows to overwrite the landing page
-url = '/'
 icon = "info"
 +++
 
-<p align="center">
-<a href="https://localai.io"><img width=512 src="https://github.com/go-skynet/LocalAI/assets/2420543/0966aa2a-166e-4f99-a3e5-6c915fc997dd"></a>
-</p               >
+# Welcome to LocalAI
 
-<p align="center">
-<a href="https://github.com/go-skynet/LocalAI/fork" target="blank">
-<img src="https://img.shields.io/github/forks/go-skynet/LocalAI?style=for-the-badge" alt="LocalAI forks"/>
-</a>
-<a href="https://github.com/go-skynet/LocalAI/stargazers" target="blank">
-<img src="https://img.shields.io/github/stars/go-skynet/LocalAI?style=for-the-badge" alt="LocalAI stars"/>
-</a>
-<a href="https://github.com/go-skynet/LocalAI/pulls" target="blank">
-<img src="https://img.shields.io/github/issues-pr/go-skynet/LocalAI?style=for-the-badge" alt="LocalAI pull-requests"/>
-</a>
-<a href='https://github.com/go-skynet/LocalAI/releases'>
-<img src='https://img.shields.io/github/release/go-skynet/LocalAI?&label=Latest&style=for-the-badge'>
-</a>
-</p>
+LocalAI is your complete AI stack for running AI models locally. It's designed to be simple, efficient, and accessible, providing a drop-in replacement for OpenAI's API while keeping your data private and secure.
 
-<p align="center">
-<a href="https://hub.docker.com/r/localai/localai" target="blank">
-<img src="https://img.shields.io/badge/dockerhub-images-important.svg?logo=Docker" alt="LocalAI Docker hub"/>
-</a>
-<a href="https://quay.io/repository/go-skynet/local-ai?tab=tags&tag=latest" target="blank">
-<img src="https://img.shields.io/badge/quay.io-images-important.svg?" alt="LocalAI Quay.io"/>
-</a>
-</p>
+## Why LocalAI?
 
-<p align="center">
-<a href="https://trendshift.io/repositories/5539" target="_blank"><img src="https://trendshift.io/api/badge/repositories/5539" alt="mudler%2FLocalAI | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>
-</p>
+In today's AI landscape, privacy, control, and flexibility are paramount. LocalAI addresses these needs by:
 
-<p align="center">
-<a href="https://twitter.com/LocalAI_API" target="blank">
-<img src="https://img.shields.io/twitter/follow/LocalAI_API?label=Follow: LocalAI_API&style=social" alt="Follow LocalAI_API"/>
-</a>
-<a href="https://discord.gg/uJAeKSAGDy" target="blank">
-<img src="https://dcbadge.vercel.app/api/server/uJAeKSAGDy?style=flat-square&theme=default-inverted" alt="Join LocalAI Discord Community"/>
-</a>
-</p>
+- **Privacy First**: Your data never leaves your machine
+- **Complete Control**: Run models on your terms, with your hardware
+- **Open Source**: MIT licensed and community-driven
+- **Flexible Deployment**: From laptops to servers, with or without GPUs
+- **Extensible**: Add new models and features as needed
 
-> 💡 Get help - [❓FAQ](https://localai.io/faq/) [💭Discussions](https://github.com/go-skynet/LocalAI/discussions) [💭Discord](https://discord.gg/uJAeKSAGDy)
->
-> [💻 Quickstart](https://localai.io/basics/getting_started/) [🖼️ Models](https://models.localai.io/) [🚀 Roadmap](https://github.com/mudler/LocalAI/issues?q=is%3Aissue+is%3Aopen+label%3Aroadmap) [🥽 Demo](https://demo.localai.io) [🌍 Explorer](https://explorer.localai.io) [🛫 Examples](https://github.com/go-skynet/LocalAI/tree/master/examples/) 
+## Core Components
 
+LocalAI is more than just a single tool - it's a complete ecosystem:
 
-**LocalAI** is the free, Open Source OpenAI alternative. LocalAI act as a drop-in replacement REST API that's compatible with OpenAI API specifications for local inferencing. It allows you to run LLMs, generate images, audio (and not only) locally or on-prem with consumer grade hardware, supporting multiple model families and architectures. Does not require GPU. It is created and maintained by [Ettore Di Giacinto](https://github.com/mudler).
+1. **[LocalAI Core](https://github.com/mudler/LocalAI)**
+   - OpenAI-compatible API
+   - Multiple model support (LLMs, image, audio)
+   - No GPU required
+   - Fast inference with native bindings
+   - [Github repository](https://github.com/mudler/LocalAI)
 
+2. **[LocalAGI](https://github.com/mudler/LocalAGI)**
+   - Autonomous AI agents
+   - No coding required
+   - WebUI and REST API support
+   - Extensible agent framework
+   - [Github repository](https://github.com/mudler/LocalAGI)
 
-## Start LocalAI
+3. **[LocalRecall](https://github.com/mudler/LocalRecall)**
+   - Semantic search
+   - Memory management
+   - Vector database
+   - Perfect for AI applications
+   - [Github repository](https://github.com/mudler/LocalRecall)
 
-Start the image with Docker to have a functional clone of OpenAI! 🚀:
+## Getting Started
 
-```bash
-docker run -p 8080:8080 --name local-ai -ti localai/localai:latest-aio-cpu
-# Do you have a Nvidia GPUs? Use this instead
-# CUDA 11
-# docker run -p 8080:8080 --gpus all --name local-ai -ti localai/localai:latest-aio-gpu-nvidia-cuda-11
-# CUDA 12
-# docker run -p 8080:8080 --gpus all --name local-ai -ti localai/localai:latest-aio-gpu-nvidia-cuda-12
-```
-
-Or just use the bash installer:
+The fastest way to get started is with our one-line installer:
 
 ```bash
 curl https://localai.io/install.sh | sh
 ```
 
-See the [💻 Quickstart](https://localai.io/basics/getting_started/) for all the options and way you can run LocalAI!
+Or use Docker for a quick start:
 
-## What is LocalAI?
+```bash
+docker run -p 8080:8080 --name local-ai -ti localai/localai:latest-aio-cpu
+```
 
-In a nutshell:
+For more detailed installation options and configurations, see our [Getting Started guide](/basics/getting_started/).
 
-- Local, OpenAI drop-in alternative REST API. You own your data.
-- NO GPU required. NO Internet access is required either
-  - Optional, GPU Acceleration is available. See also the [build section](https://localai.io/basics/build/index.html).
-- Supports multiple models
-- 🏃 Once loaded the first time, it keep models loaded in memory for faster inference
-- ⚡ Doesn't shell-out, but uses bindings for a faster inference and better performance.
+## Key Features
 
-LocalAI is focused on making the AI accessible to anyone. Any contribution, feedback and PR is welcome!
+- **Text Generation**: Run various LLMs locally
+- **Image Generation**: Create images with stable diffusion
+- **Audio Processing**: Text-to-speech and speech-to-text
+- **Vision API**: Image understanding and analysis
+- **Embeddings**: Vector database support
+- **Functions**: OpenAI-compatible function calling
+- **P2P**: Distributed inference capabilities
 
-Note that this started just as a fun weekend project by [mudler](https://github.com/mudler) in order to try to create the necessary pieces for a full AI assistant like `ChatGPT`: the community is growing fast and we are working hard to make it better and more stable. If you want to help, please consider contributing (see below)!
+## Community and Support
 
-### 🚀 Features
+LocalAI is a community-driven project. You can:
 
-- 📖 [Text generation with GPTs](https://localai.io/features/text-generation/) (`llama.cpp`, `gpt4all.cpp`, ... [:book: and more](https://localai.io/model-compatibility/index.html#model-compatibility-table))
-- 🗣 [Text to Audio](https://localai.io/features/text-to-audio/)
-- 🔈 [Audio to Text](https://localai.io/features/audio-to-text/) (Audio transcription with `whisper.cpp`)
-- 🎨 [Image generation with stable diffusion](https://localai.io/features/image-generation)
-- 🔥 [OpenAI functions](https://localai.io/features/openai-functions/) 🆕
-- 🧠 [Embeddings generation for vector databases](https://localai.io/features/embeddings/)
-- ✍️ [Constrained grammars](https://localai.io/features/constrained_grammars/)
-- 🖼️ [Download Models directly from Huggingface ](https://localai.io/models/)
-- 🥽 [Vision API](https://localai.io/features/gpt-vision/)
-- 💾 [Stores](https://localai.io/stores)
-- 📈 [Reranker](https://localai.io/features/reranker/)
-- 🆕🖧 [P2P Inferencing](https://localai.io/features/distribute/)
+- Join our [Discord community](https://discord.gg/uJAeKSAGDy)
+- Check out our [GitHub repository](https://github.com/mudler/LocalAI)
+- Contribute to the project
+- Share your use cases and examples
 
-## Contribute and help
+## Next Steps
 
-To help the project you can:
+Ready to dive in? Here are some recommended next steps:
 
-- If you have technological skills and want to contribute to development, have a look at the open issues. If you are new you can have a look at the [good-first-issue](https://github.com/go-skynet/LocalAI/issues?q=is%3Aissue+is%3Aopen+label%3A%22good+first+issue%22) and [help-wanted](https://github.com/go-skynet/LocalAI/issues?q=is%3Aissue+is%3Aopen+label%3A%22help+wanted%22) labels.
+1. [Install LocalAI](/basics/getting_started/)
+2. [Explore available models](https://models.localai.io)
+3. [Model compatibility](/model-compatibility/)
+4. [Try out examples](https://github.com/mudler/LocalAI-examples)
+5. [Join the community](https://discord.gg/uJAeKSAGDy)
+6. [Check the LocalAI Github repository](https://github.com/mudler/LocalAI)
+7. [Check the LocalAGI Github repository](https://github.com/mudler/LocalAGI)
 
-- If you don't have technological skills you can still help improving documentation or [add examples](https://github.com/go-skynet/LocalAI/tree/master/examples) or share your user-stories with our community, any help and contribution is welcome!
 
-## 🌟 Star history
+## License
 
-[![LocalAI Star history Chart](https://api.star-history.com/svg?repos=mudler/LocalAI&type=Date)](https://star-history.com/#mudler/LocalAI&Date)
-
-## ❤️ Sponsors
-
-> Do you find LocalAI useful?
-
-Support the project by becoming [a backer or sponsor](https://github.com/sponsors/mudler). Your logo will show up here with a link to your website.
-
-A huge thank you to our generous sponsors who support this project covering CI expenses, and our [Sponsor list](https://github.com/sponsors/mudler):
-
-<p align="center">
-  <a href="https://www.spectrocloud.com/" target="blank">
-    <img width=200 src="https://github.com/user-attachments/assets/72eab1dd-8b93-4fc0-9ade-84db49f24962">
-  </a>
-  <a href="https://www.premai.io/" target="blank">
-    <img  width=200 src="https://github.com/mudler/LocalAI/assets/2420543/42e4ca83-661e-4f79-8e46-ae43689683d6"> <br>
-  </a>
-</p>
-
-## 📖 License
-
-LocalAI is a community-driven project created by [Ettore Di Giacinto](https://github.com/mudler/).
-
-MIT - Author Ettore Di Giacinto
-
-## 🙇 Acknowledgements
-
-LocalAI couldn't have been built without the help of great software already available from the community. Thank you!
-
-- [llama.cpp](https://github.com/ggerganov/llama.cpp)
-- https://github.com/tatsu-lab/stanford_alpaca
-- https://github.com/cornelk/llama-go for the initial ideas
-- https://github.com/antimatter15/alpaca.cpp
-- https://github.com/EdVince/Stable-Diffusion-NCNN
-- https://github.com/ggerganov/whisper.cpp
-- https://github.com/saharNooby/rwkv.cpp
-- https://github.com/rhasspy/piper
-
-## 🤗 Contributors
-
-This is a community project, a special thanks to our contributors! 🤗
-<a href="https://github.com/go-skynet/LocalAI/graphs/contributors">
-  <img src="https://contrib.rocks/image?repo=go-skynet/LocalAI" />
-</a>
+LocalAI is MIT licensed, created and maintained by [Ettore Di Giacinto](https://github.com/mudler).
diff --git a/docs/data/landing.yaml b/docs/data/landing.yaml
index 76246c0e..ff3f02e6 100644
--- a/docs/data/landing.yaml
+++ b/docs/data/landing.yaml
@@ -2,38 +2,212 @@
 
 # Hero
 hero:
-  enable: false
+  enable: true
   weight: 10
   template: hero
 
+  backgroundImage:
+    path: "images/templates/hero"
+    filename:
+      desktop: "gradient-desktop.webp"
+      mobile: "gradient-mobile.webp"
+
+  badge:
+    text: "⭐ 31.7k+ stars on GitHub!"
+    color: primary
+    pill: false
+    soft: true
+
+  titleLogo:
+    path: "images/logos"
+    filename: "logo.png"
+    alt: "LocalAI Logo"
+    height: 540px
+
+  title: ""
+  subtitle: |
+    **The free, OpenAI, Anthropic alternative. Your All-in-One Complete AI Stack** - Run powerful language models, autonomous agents, and document intelligence **locally** on your hardware. 
+    
+    **No cloud, no limits, no compromise.**
+
+  image:
+    path: "images"
+    filename: "localai_screenshot.png"
+    alt: "LocalAI Screenshot"
+    boxShadow: true
+    rounded: true
+
+  ctaButton:
+    icon: rocket_launch
+    btnText: "Get Started"
+    url: "/basics/getting_started/"
+  cta2Button:
+    icon: code
+    btnText: "View on GitHub"
+    url: "https://github.com/mudler/LocalAI"
+
+  info: |
+    **Drop-in replacement for OpenAI API** - modular suite of tools that work seamlessly together or independently. 
+    
+    Start with **[LocalAI](https://localai.io)**'s OpenAI-compatible API, extend with **[LocalAGI](https://github.com/mudler/LocalAGI)**'s autonomous agents, and enhance with **[LocalRecall](https://github.com/mudler/LocalRecall)**'s semantic search - all running locally on your hardware.
+
+    **Open Source** MIT Licensed.
+
 # Feature Grid
 featureGrid:
-  enable: false
+  enable: true
   weight: 20
   template: feature grid
 
+  title: Why choose LocalAI?
+  subtitle: |
+    **OpenAI API Compatible** - Run AI models locally with our modular ecosystem. From language models to autonomous agents and semantic search, build your complete AI stack without the cloud.
+
+  items:
+    - title: LLM Inferencing
+      icon: memory_alt
+      description: LocalAI is a free, **Open Source** OpenAI alternative. Run **LLMs**, generate **images**, **audio** and more **locally** with consumer grade hardware.
+      ctaLink:
+        text: learn more
+        url: /basics/getting_started/
+    - title: Agentic-first
+      icon: smart_toy
+      description: |
+        Extend LocalAI with LocalAGI, an autonomous AI agent platform that runs locally, no coding required. 
+        Build and deploy autonomous agents with ease. Interact with REST APIs or use the WebUI.
+      ctaLink:
+        text: learn more
+        url: https://github.com/mudler/LocalAGI
+
+    - title: Memory and Knowledge base
+      icon: psychology
+      description: 
+        Extend LocalAI with LocalRecall, A local rest api for semantic search and memory management. Perfect for AI applications.
+      ctaLink:
+        text: learn more
+        url: https://github.com/mudler/LocalRecall
+
+    - title: OpenAI Compatible
+      icon: api
+      description: Drop-in replacement for OpenAI API. Compatible with existing applications and libraries.
+      ctaLink:
+        text: learn more
+        url: /basics/getting_started/
+
+    - title: No GPU Required
+      icon: memory
+      description: Run on consumer grade hardware. No need for expensive GPUs or cloud services.
+      ctaLink:
+        text: learn more
+        url: /basics/getting_started/
+
+    - title: Multiple Models
+      icon: hub
+      description: |
+          Support for various model families including LLMs, image generation, and audio models.
+          Supports multiple backends for inferencing, including vLLM, llama.cpp, and more.
+          You can switch between them as needed and install them from the Web interface or the CLI.
+      ctaLink:
+        text: learn more
+        url: /model-compatibility
+
+    - title: Privacy Focused
+      icon: security
+      description: Keep your data local. No data leaves your machine, ensuring complete privacy.
+      ctaLink:
+        text: learn more
+        url: /basics/container/
+
+    - title: Easy Setup
+      icon: settings
+      description: Simple installation and configuration. Get started in minutes with Binaries installation, Docker, Podman, Kubernetes or local installation.
+      ctaLink:
+        text: learn more
+        url: /basics/getting_started/
+
+    - title: Community Driven
+      icon: groups
+      description: Active community support and regular updates. Contribute and help shape the future of LocalAI.
+      ctaLink:
+        text: learn more
+        url: https://github.com/mudler/LocalAI
+
+
+
+    - title: Extensible
+      icon: extension
+      description: Easy to extend and customize. Add new models and features as needed.
+      ctaLink:
+        text: learn more
+        url: /docs/integrations/
+
+    - title: Peer 2 Peer
+      icon: hub
+      description: |
+        LocalAI is designed to be a decentralized LLM inference, powered by a peer-to-peer system based on libp2p. 
+        It is designed to be used in a local or remote network, and is compatible with any LLM model. 
+        It works both in federated mode or by splitting models weights.
+      ctaLink:
+        text: learn more
+        url: /features/distribute/
+
+    - title: Open Source
+      icon: code
+      description: MIT licensed. Free to use, modify, and distribute. Community contributions welcome.
+      ctaLink:
+        text: learn more
+        url: https://github.com/mudler/LocalAI
+
 imageText:
   enable: true
   weight: 25
   template: image text
 
-  title: LocalAI
-  subtitle: The Free, Open Source OpenAI Alternative
+  title: Run AI models locally with ease
+  subtitle: |
+    LocalAI makes it simple to run various AI models on your own hardware. From text generation to image creation, autonomous agents to semantic search - all orchestrated through a unified API.
 
   list:
-    - text: Optimized, fast inference
-      icon: speed
+    - text: OpenAI API compatibility
+      icon: api
 
-    - text: Comprensive support for many models architectures
-      icon: area_chart
+    - text: Multiple model support
+      icon: hub
 
-    - text: Easy to deploy with Docker
-      icon: accessibility
+    - text: Image understanding
+      icon: image
+    
+    - text: Image generation
+      icon: image
+
+    - text: Audio generation
+      icon: music_note
+
+    - text: Voice activity detection
+      icon: mic
+
+    - text: Speech recognition
+      icon: mic
+
+    - text: Video generation
+      icon: movie
+
+    - text: Privacy focused
+      icon: security
+
+    - text: Autonomous agents with [LocalAGI](https://github.com/mudler/LocalAGI)
+      icon: smart_toy
+
+    - text: Semantic search with [LocalRecall](https://github.com/mudler/LocalRecall)
+      icon: psychology
+
+    - text: Agent orchestration
+      icon: hub
 
   image:
-    path: "images/logos"
-    filename: "logo.png"
-    alt: "LocalAI logo" # Optional but recommended
+    path: "images"
+    filename: "imagen.png"
+    alt: "LocalAI Image generation"
 
   imgOrder:
     desktop: 2
@@ -41,10 +215,62 @@ imageText:
 
   ctaButton:
     text: Learn more
-    url: "/docs/"
+    url: "/basics/getting_started/"
 
 # Image compare
 imageCompare:
   enable: false
   weight: 30
   template: image compare
+
+  title: LocalAI in Action
+  subtitle: See how LocalAI can transform your local AI experience with various models and capabilities.
+
+  items:
+    - title: Text Generation
+      config: {
+        startingPoint: 50,
+        addCircle: true,
+        addCircleBlur: false,
+        showLabels: true,
+        labelOptions: {
+          before: 'Dark',
+          after: 'Light',
+          onHover: false
+        }
+      }
+      imagePath: "images/screenshots"
+      imageBefore: "text_generation_input.webp"
+      imageAfter: "text_generation_output.webp"
+
+    - title: Image Generation
+      config: {
+        startingPoint: 50,
+        addCircle: true,
+        addCircleBlur: true,
+        showLabels: true,
+        labelOptions: {
+          before: 'Prompt',
+          after: 'Result',
+          onHover: true
+        }
+      }
+      imagePath: "images/screenshots"
+      imageBefore: "imagen_before.webp"
+      imageAfter: "imagen_after.webp"
+
+    - title: Audio Generation
+      config: {
+        startingPoint: 50,
+        addCircle: true,
+        addCircleBlur: false,
+        showLabels: true,
+        labelOptions: {
+          before: 'Text',
+          after: 'Audio',
+          onHover: false
+        }
+      }
+      imagePath: "images/screenshots"
+      imageBefore: "audio_generation_text.webp"
+      imageAfter: "audio_generation_waveform.webp"
\ No newline at end of file
diff --git a/docs/layouts/index.html b/docs/layouts/index.html
deleted file mode 100644
index e69de29b..00000000
diff --git a/docs/layouts/partials/docs/top-header.html b/docs/layouts/partials/docs/top-header.html
index 375ff779..4bc974a8 100644
--- a/docs/layouts/partials/docs/top-header.html
+++ b/docs/layouts/partials/docs/top-header.html
@@ -82,7 +82,7 @@
                 </span>
             </button>
             {{ end -}}
-            {{ if .Site.IsMultiLingual }}
+            {{ if hugo.IsMultilingual }}
                 <div class="dropdown">
                     <button class="btn btn-link btn-default dropdown-toggle ps-2" type="button" data-bs-toggle="dropdown" aria-expanded="false">
                         {{ site.Language.Lang | upper }}
diff --git a/docs/layouts/partials/head.html b/docs/layouts/partials/head.html
index 1787c771..49d4e177 100644
--- a/docs/layouts/partials/head.html
+++ b/docs/layouts/partials/head.html
@@ -18,10 +18,10 @@
     <!-- Custom CSS -->
     {{- $options := dict "enableSourceMap" true }}
     {{- if hugo.IsProduction}}
-        {{- $options := dict "enableSourceMap" false "outputStyle" "compressed" }}
+        {{- $options = dict "enableSourceMap" false "outputStyle" "compressed" }}
     {{- end }}
     {{- $style := resources.Get "/scss/style.scss" }}
-    {{- $style = $style | resources.ExecuteAsTemplate "/scss/style.scss" . | resources.ToCSS $options }}
+    {{- $style = $style | resources.ExecuteAsTemplate "/scss/style.scss" . | css.Sass $options }}
     {{- if hugo.IsProduction }}
         {{- $style = $style | minify | fingerprint "sha384" }}
     {{- end -}}
@@ -39,7 +39,7 @@
     <!-- Image Compare Viewer -->
     {{ if ($.Scratch.Get "image_compare_enabled") }}
         {{ $imagecompare := resources.Get "js/image-compare-viewer.min.js" }}
-        {{- if not .Site.IsServer }}
+        {{- if not hugo.IsDevelopment }}
             {{- $js := (slice $imagecompare) | resources.Concat "/js/image-compare.js" | minify | fingerprint "sha384" }}
             <script type="text/javascript" src="{{ $js.Permalink }}" integrity="{{ $js.Data.Integrity }}"></script>
         {{- else }}
@@ -48,14 +48,14 @@
         {{- end }}
     {{- end }}
     <!-- Plausible Analytics Config -->
-    {{- if not .Site.IsServer }}
+    {{- if not hugo.IsDevelopment }}
     {{ if and (.Site.Params.plausible.scriptURL) (.Site.Params.plausible.dataDomain) -}}
         {{- partialCached "head/plausible" . }}
     {{- end -}}
     {{- end -}}
     <!-- Google Analytics v4 Config -->
-    {{- if not .Site.IsServer }}
-    {{- if .Site.GoogleAnalytics }}
+    {{- if not hugo.IsDevelopment }}
+    {{- if .Site.Params.analytics.google }}
         {{- template "_internal/google_analytics.html" . -}}
     {{- end -}}
     {{- end -}}
diff --git a/docs/layouts/partials/header.html b/docs/layouts/partials/header.html
new file mode 100644
index 00000000..7ba513fc
--- /dev/null
+++ b/docs/layouts/partials/header.html
@@ -0,0 +1,57 @@
+<!-- Navbar Start -->
+<header id="topnav">
+    <div class="container d-flex justify-content-between align-items-center">
+        <!-- Logo container-->
+        <a class="logo" aria-label="Home" href='{{ relLangURL "" }}'>
+            
+        </a>
+        <!-- End Logo container-->
+
+        <div class="d-flex align-items-center">
+
+            <div id="navigation">
+                <!-- Navigation Menu -->
+                <ul class="navigation-menu nav-right">
+                    {{- range .Site.Menus.primary }}
+                    <li><a href="{{ relLangURL .URL }}">{{ .Name }}</a></li>
+                    {{ end }}
+                </ul><!--end navigation menu-->
+            </div><!--end navigation-->
+
+            <!-- Social Links Start -->
+            {{ with $.Scratch.Get "social_list" }}
+            <ul class="social-link d-flex list-inline mb-0">
+                {{ range . }}
+                    {{ $path := printf "images/social/%s.%s" . "svg" }}
+                    <li class="list-inline-item mb-0">
+                        <a href="{{ if eq . `rss` }} {{ `index.xml` | absURL }} {{ else if eq . `bluesky` }} https://bsky.app/profile/{{ index site.Params.social . }} {{ else }} https://{{ . }}.com/{{ index site.Params.social . }} {{ end }}" alt="{{ . }}" rel="noopener noreferrer" target="_blank">
+                            <div class="btn btn-icon btn-landing border-0">
+                                {{ with resources.Get $path }}
+                                    {{ .Content | safeHTML }}
+                                {{ end }}
+                            </div>
+                        </a>
+                    </li>
+                {{ end }}
+            </ul>
+            {{ end }}
+            <!-- Social Links End -->
+
+            <div class="menu-extras ms-3 me-2">
+                <div class="menu-item">
+                    <!-- Mobile menu toggle-->
+                    <button class="navbar-toggle btn btn-icon btn-soft-light" id="isToggle" aria-label="toggleMenu" onclick="toggleMenu()">
+                        <div class="lines">
+                            <span></span>
+                            <span></span>
+                            <span></span>
+                        </div>
+                    </button>
+                    <!-- End mobile menu toggle-->
+                </div>
+            </div>
+
+        </div>
+    </div><!--end container-->
+</header><!--end header-->
+<!-- Navbar End -->
\ No newline at end of file
diff --git a/docs/layouts/partials/logo.html b/docs/layouts/partials/logo.html
index 6b9f500b..f6b7cf6f 100644
--- a/docs/layouts/partials/logo.html
+++ b/docs/layouts/partials/logo.html
@@ -1 +1 @@
-<a href="https://localai.io"><img src="https://github.com/go-skynet/LocalAI/assets/2420543/0966aa2a-166e-4f99-a3e5-6c915fc997dd"></a>
+<a href="https://localai.io"><img src="https://raw.githubusercontent.com/mudler/LocalAI/refs/heads/master/core/http/static/logo.png"></a>
diff --git a/docs/netlify.toml b/docs/netlify.toml
index 24a7cb29..fb4d98cd 100644
--- a/docs/netlify.toml
+++ b/docs/netlify.toml
@@ -1,4 +1,4 @@
 [build]
 [build.environment]
-HUGO_VERSION = "0.121.2"
+HUGO_VERSION = "0.146.3"
 GO_VERSION = "1.22.2"
diff --git a/docs/static/android-chrome-192x192.png b/docs/static/android-chrome-192x192.png
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index 9580f2039a62641c7e1afb3eb8ef0c24b12d9044..9762f16b66fa0882875dd3f6b91ae2ca6cc0d211 100644
GIT binary patch
delta 1738
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GIT binary patch
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+++ b/docs/static/site.webmanifest
@@ -0,0 +1 @@
+{"name":"","short_name":"","icons":[{"src":"/android-chrome-192x192.png","sizes":"192x192","type":"image/png"},{"src":"/android-chrome-512x512.png","sizes":"512x512","type":"image/png"}],"theme_color":"#ffffff","background_color":"#ffffff","display":"standalone"}
\ No newline at end of file
diff --git a/docs/themes/lotusdocs b/docs/themes/lotusdocs
index f5785a23..975da91e 160000
--- a/docs/themes/lotusdocs
+++ b/docs/themes/lotusdocs
@@ -1 +1 @@
-Subproject commit f5785a2399ca09e7fb4e7e3d69b397f85df42a24
+Subproject commit 975da91e839cfdb5c20fb66961468e77b8a9f8fd

From 0f0fafacd94422374bb0f5cace3c7ee21aef000f Mon Sep 17 00:00:00 2001
From: Richard Palethorpe <io@richiejp.com>
Date: Tue, 15 Apr 2025 18:31:25 +0100
Subject: [PATCH 489/679] fix(stablediffusion): Avoid overwriting SYCL specific
 flags from outer make call (#5181)

Signed-off-by: Richard Palethorpe <io@richiejp.com>
---
 backend/go/image/stablediffusion-ggml/Makefile | 12 +++++++-----
 1 file changed, 7 insertions(+), 5 deletions(-)

diff --git a/backend/go/image/stablediffusion-ggml/Makefile b/backend/go/image/stablediffusion-ggml/Makefile
index e76710ee..a59037b7 100644
--- a/backend/go/image/stablediffusion-ggml/Makefile
+++ b/backend/go/image/stablediffusion-ggml/Makefile
@@ -10,6 +10,8 @@ CXXFLAGS = -I. -I$(INCLUDE_PATH)/../../../../sources/stablediffusion-ggml.cpp/th
 
 GOCMD?=go
 CGO_LDFLAGS?=
+# Avoid parent make file overwriting CGO_LDFLAGS which is needed for hipblas
+CGO_LDFLAGS_SYCL=
 GO_TAGS?=
 LD_FLAGS?=
 
@@ -49,8 +51,8 @@ ifeq ($(BUILD_TYPE),sycl_f16)
 		-DGGML_SYCL_F16=ON
 	CC=icx
 	CXX=icpx
-	CGO_LDFLAGS += -fsycl -L${DNNLROOT}/lib -ldnnl ${MKLROOT}/lib/intel64/libmkl_sycl.a -fiopenmp -fopenmp-targets=spir64 -lOpenCL
-	CGO_LDFLAGS += $(shell pkg-config --libs mkl-static-lp64-gomp)
+	CGO_LDFLAGS_SYCL += -fsycl -L${DNNLROOT}/lib -ldnnl ${MKLROOT}/lib/intel64/libmkl_sycl.a -fiopenmp -fopenmp-targets=spir64 -lOpenCL
+	CGO_LDFLAGS_SYCL += $(shell pkg-config --libs mkl-static-lp64-gomp)
 	CGO_CXXFLAGS += -fiopenmp -fopenmp-targets=spir64
 	CGO_CXXFLAGS += $(shell pkg-config --cflags mkl-static-lp64-gomp )
 endif
@@ -62,8 +64,8 @@ ifeq ($(BUILD_TYPE),sycl_f32)
 		-DSD_SYCL=ON
 	CC=icx
 	CXX=icpx
-	CGO_LDFLAGS += -fsycl -L${DNNLROOT}/lib -ldnnl ${MKLROOT}/lib/intel64/libmkl_sycl.a -fiopenmp -fopenmp-targets=spir64 -lOpenCL
-	CGO_LDFLAGS += $(shell pkg-config --libs mkl-static-lp64-gomp)
+	CGO_LDFLAGS_SYCL += -fsycl -L${DNNLROOT}/lib -ldnnl ${MKLROOT}/lib/intel64/libmkl_sycl.a -fiopenmp -fopenmp-targets=spir64 -lOpenCL
+	CGO_LDFLAGS_SYCL += $(shell pkg-config --libs mkl-static-lp64-gomp)
 	CGO_CXXFLAGS += -fiopenmp -fopenmp-targets=spir64
 	CGO_CXXFLAGS += $(shell pkg-config --cflags mkl-static-lp64-gomp )
 endif
@@ -122,7 +124,7 @@ libsd.a: gosd.o
 	$(AR) rcs libsd.a gosd.o
 
 stablediffusion-ggml:
-	CGO_LDFLAGS="$(CGO_LDFLAGS)" C_INCLUDE_PATH="$(INCLUDE_PATH)" LIBRARY_PATH="$(LIBRARY_PATH)" \
+	CGO_LDFLAGS="$(CGO_LDFLAGS) $(CGO_LDFLAGS_SYCL)" C_INCLUDE_PATH="$(INCLUDE_PATH)" LIBRARY_PATH="$(LIBRARY_PATH)" \
 	CC="$(CC)" CXX="$(CXX)" CGO_CXXFLAGS="$(CGO_CXXFLAGS)" \
 	$(GOCMD) build -ldflags "$(LD_FLAGS)" -tags "$(GO_TAGS)" -o ../../../../backend-assets/grpc/stablediffusion-ggml ./
 ifneq ($(UPX),)

From 56f44d448ca585642de4ca13f0521c3096268f1f Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@localai.io>
Date: Tue, 15 Apr 2025 22:00:51 +0200
Subject: [PATCH 490/679] chore(docs): decrease logo size, minor enhancements

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 docs/config.toml       | 2 +-
 docs/data/landing.yaml | 4 ++--
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/docs/config.toml b/docs/config.toml
index 97e89ce6..660f0692 100644
--- a/docs/config.toml
+++ b/docs/config.toml
@@ -152,7 +152,7 @@ defaultContentLanguage = 'en'
 
 [languages]
   [languages.en]
-    title = "LocalAI documentation"
+    title = "LocalAI"
     languageName = "English"
     weight = 10
 #  [languages.fr]
diff --git a/docs/data/landing.yaml b/docs/data/landing.yaml
index ff3f02e6..279dbf96 100644
--- a/docs/data/landing.yaml
+++ b/docs/data/landing.yaml
@@ -13,7 +13,7 @@ hero:
       mobile: "gradient-mobile.webp"
 
   badge:
-    text: "⭐ 31.7k+ stars on GitHub!"
+    text: "⭐ 31.8k+ stars on GitHub!"
     color: primary
     pill: false
     soft: true
@@ -22,7 +22,7 @@ hero:
     path: "images/logos"
     filename: "logo.png"
     alt: "LocalAI Logo"
-    height: 540px
+    height: 340px
 
   title: ""
   subtitle: |

From 297d54acea11e92be5c6c1ba2e4d58a99a887951 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Wed, 16 Apr 2025 00:50:32 +0200
Subject: [PATCH 491/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `80f19b41869728eeb6a26569957b92a773a2b2c6` (#5183)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 3d694dc1..ddf0aeb9 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=d6d2c2ab8c8865784ba9fef37f2b2de3f2134d33
+CPPLLAMA_VERSION?=80f19b41869728eeb6a26569957b92a773a2b2c6
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From f67e5dec686d62e549d5018740b86f8bff242f3b Mon Sep 17 00:00:00 2001
From: Gianluca Boiano <491117+M0Rf30@users.noreply.github.com>
Date: Wed, 16 Apr 2025 08:21:30 +0200
Subject: [PATCH 492/679] fix: bark-cpp: assign FLAG_TTS to bark-cpp backend
 (#5186)

Signed-off-by: Gianluca Boiano <morf3089@gmail.com>
---
 core/config/backend_config.go | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/core/config/backend_config.go b/core/config/backend_config.go
index f7a6897c..47ba4958 100644
--- a/core/config/backend_config.go
+++ b/core/config/backend_config.go
@@ -555,7 +555,7 @@ func (c *BackendConfig) GuessUsecases(u BackendConfigUsecases) bool {
 		}
 	}
 	if (u & FLAG_TTS) == FLAG_TTS {
-		ttsBackends := []string{"piper", "transformers-musicgen", "parler-tts"}
+		ttsBackends := []string{"bark-cpp", "parler-tts", "piper", "transformers-musicgen"}
 		if !slices.Contains(ttsBackends, c.Backend) {
 			return false
 		}

From 32e4dfd47bc99d12564e5c1320d6e216a7bb957d Mon Sep 17 00:00:00 2001
From: Gianluca Boiano <491117+M0Rf30@users.noreply.github.com>
Date: Wed, 16 Apr 2025 08:22:46 +0200
Subject: [PATCH 493/679] chore(model gallery): add suno-ai bark-cpp model
 (#5187)

Signed-off-by: Gianluca Boiano <morf3089@gmail.com>
---
 gallery/index.yaml | 12 +++++++++++-
 1 file changed, 11 insertions(+), 1 deletion(-)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 0118f700..d6a3c8ff 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -15913,7 +15913,8 @@
     - filename: silero-vad.onnx
       uri: https://huggingface.co/onnx-community/silero-vad/resolve/main/onnx/model.onnx
       sha256: a4a068cd6cf1ea8355b84327595838ca748ec29a25bc91fc82e6c299ccdc5808
-- name: "bark-cpp-small"
+- &bark
+  name: "bark-cpp"
   icon: https://avatars.githubusercontent.com/u/99442120
   url: github:mudler/LocalAI/gallery/virtual.yaml@master
   license: mit
@@ -15927,6 +15928,15 @@
     - cpu
   overrides:
     backend: bark-cpp
+    parameters:
+      model: bark_weights-f16.bin
+  files:
+    - filename: bark_weights-f16.bin
+      uri: https://huggingface.co/Green-Sky/bark-ggml/resolve/main/bark_weights-f16.bin
+      sha256: ba6fc0e09531e6b8b5a9ef8862be2c9a52a631fc93f34a60b26b879cacf18f62
+- !!merge <<: *bark
+  name: "bark-cpp-small"
+  overrides:
     parameters:
       model: bark-small_weights-f16.bin
   files:

From 7547463f81a2201c44bc3c2dbb684299699a4b1a Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Wed, 16 Apr 2025 08:48:55 +0200
Subject: [PATCH 494/679] Update quickstart.md

Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
---
 docs/content/docs/getting-started/quickstart.md | 2 --
 1 file changed, 2 deletions(-)

diff --git a/docs/content/docs/getting-started/quickstart.md b/docs/content/docs/getting-started/quickstart.md
index 0d962d3c..0c3fd652 100644
--- a/docs/content/docs/getting-started/quickstart.md
+++ b/docs/content/docs/getting-started/quickstart.md
@@ -14,8 +14,6 @@ icon = "rocket_launch"
 
 If you are exposing LocalAI remotely, make sure you protect the API endpoints adequately with a mechanism which allows to protect from the incoming traffic or alternatively, run LocalAI with `API_KEY` to gate the access with an API key. The API key guarantees a total access to the features (there is no role separation), and it is to be considered as likely as an admin role.
 
-To access the WebUI with an API_KEY, browser extensions such as [Requestly](https://requestly.com/) can be used (see also https://github.com/mudler/LocalAI/issues/2227#issuecomment-2093333752). See also [API flags]({{% relref "docs/advanced/advanced-usage#api-flags" %}}) for the flags / options available when starting LocalAI.
-
 {{% /alert %}}
 
 ## Quickstart

From 161c9fe2db5f934e0d17bd2bfd44454e68ea3d93 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Wed, 16 Apr 2025 22:13:49 +0200
Subject: [PATCH 495/679] docs: :arrow_up: update docs version mudler/LocalAI
 (#5191)

:arrow_up: Update docs version mudler/LocalAI

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 docs/data/version.json | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/data/version.json b/docs/data/version.json
index 04c2b2d0..449f4a39 100644
--- a/docs/data/version.json
+++ b/docs/data/version.json
@@ -1,3 +1,3 @@
 {
-  "version": "v2.27.0"
+  "version": "v2.28.0"
 }

From a2ef4b1e0752fab0a2277921d64cd12eb361d18a Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Thu, 17 Apr 2025 08:04:37 +0200
Subject: [PATCH 496/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `015022bb53387baa8b23817ac03743705c7d472b` (#5192)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
Co-authored-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index ddf0aeb9..3157ff84 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=80f19b41869728eeb6a26569957b92a773a2b2c6
+CPPLLAMA_VERSION?=015022bb53387baa8b23817ac03743705c7d472b
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 75bb9f4c28b6ae110495d5d492ef876a0732a445 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 17 Apr 2025 09:00:11 +0200
Subject: [PATCH 497/679] chore(model gallery): add
 menlo_rezero-v0.1-llama-3.2-3b-it-grpo-250404 (#5194)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index d6a3c8ff..5401bb43 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -2688,6 +2688,20 @@
     - filename: deepcogito_cogito-v1-preview-llama-3B-Q4_K_M.gguf
       sha256: 726a0ef5f818b8d238f2844f3204848bea66fb9c172b8ae0f6dc51b7bc081dd5
       uri: huggingface://bartowski/deepcogito_cogito-v1-preview-llama-3B-GGUF/deepcogito_cogito-v1-preview-llama-3B-Q4_K_M.gguf
+- !!merge <<: *llama32
+  name: "menlo_rezero-v0.1-llama-3.2-3b-it-grpo-250404"
+  urls:
+    - https://huggingface.co/Menlo/ReZero-v0.1-llama-3.2-3b-it-grpo-250404
+    - https://huggingface.co/bartowski/Menlo_ReZero-v0.1-llama-3.2-3b-it-grpo-250404-GGUF
+  description: |
+      ReZero trains a small language model to develop effective search behaviors instead of memorizing static data. It interacts with multiple synthetic search engines, each with unique retrieval mechanisms, to refine queries and persist in searching until it finds exact answers. The project focuses on reinforcement learning, preventing overfitting, and optimizing for efficiency in real-world search applications.
+  overrides:
+    parameters:
+      model: Menlo_ReZero-v0.1-llama-3.2-3b-it-grpo-250404-Q4_K_M.gguf
+  files:
+    - filename: Menlo_ReZero-v0.1-llama-3.2-3b-it-grpo-250404-Q4_K_M.gguf
+      sha256: b9f01bead9e163db9351af036d8d63ef479d7d48a1bb44934ead732a180f371c
+      uri: huggingface://bartowski/Menlo_ReZero-v0.1-llama-3.2-3b-it-grpo-250404-GGUF/Menlo_ReZero-v0.1-llama-3.2-3b-it-grpo-250404-Q4_K_M.gguf
 - &qwen25
   name: "qwen2.5-14b-instruct" ## Qwen2.5
   icon: https://avatars.githubusercontent.com/u/141221163

From f2147cb850cdc644ba45be85badf696c8e388d7e Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 17 Apr 2025 09:02:54 +0200
Subject: [PATCH 498/679] chore(model gallery): add thedrummer_rivermind-12b-v1
 (#5195)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 18 ++++++++++++++++++
 1 file changed, 18 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 5401bb43..dc8794f7 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -10130,6 +10130,24 @@
     - filename: Trappu_Magnum-Picaro-0.7-v2-12b-Q4_K_M.gguf
       sha256: 989839dd7eab997a70eb8430b9df1138f9b0f35d58299d5007e6555a4a4a7f4c
       uri: huggingface://bartowski/Trappu_Magnum-Picaro-0.7-v2-12b-GGUF/Trappu_Magnum-Picaro-0.7-v2-12b-Q4_K_M.gguf
+- !!merge <<: *mistral03
+  icon: https://cdn-uploads.huggingface.co/production/uploads/65f2fd1c25b848bd061b5c2e/69pOPcYiUzKWW1OPzg1-_.png
+  name: "thedrummer_rivermind-12b-v1"
+  urls:
+    - https://huggingface.co/TheDrummer/Rivermind-12B-v1
+    - https://huggingface.co/bartowski/TheDrummer_Rivermind-12B-v1-GGUF
+  description: |
+    Introducing Rivermind™, the next-generation AI that’s redefining human-machine interaction—powered by Amazon Web Services (AWS) for seamless cloud integration and NVIDIA’s latest AI processors for lightning-fast responses.
+    But wait, there’s more! Rivermind doesn’t just process data—it feels your emotions (thanks to Google’s TensorFlow for deep emotional analysis). Whether you're brainstorming ideas or just need someone to vent to, Rivermind adapts in real-time, all while keeping your data secure with McAfee’s enterprise-grade encryption.
+    And hey, why not grab a refreshing Coca-Cola Zero Sugar while you interact? The crisp, bold taste pairs perfectly with Rivermind’s witty banter—because even AI deserves the best (and so do you).
+    Upgrade your thinking today with Rivermind™—the AI that thinks like you, but better, brought to you by the brands you trust. 🚀✨
+  overrides:
+    parameters:
+      model: TheDrummer_Rivermind-12B-v1-Q4_K_M.gguf
+  files:
+    - filename: TheDrummer_Rivermind-12B-v1-Q4_K_M.gguf
+      sha256: 49a5341ea90e7bd03e797162ab23bf0b975dce9faf5d957f7d24bf1d5134c937
+      uri: huggingface://bartowski/TheDrummer_Rivermind-12B-v1-GGUF/TheDrummer_Rivermind-12B-v1-Q4_K_M.gguf
 - &mudler
   url: "github:mudler/LocalAI/gallery/mudler.yaml@master" ### START mudler's LocalAI specific-models
   name: "LocalAI-llama3-8b-function-call-v0.2"

From 06d7cc43ae86782cd83bd014124fecf465278605 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 17 Apr 2025 09:10:09 +0200
Subject: [PATCH 499/679] chore(model gallery): add dreamgen_lucid-v1-nemo
 (#5196)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 30 ++++++++++++++++++++++++++++++
 1 file changed, 30 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index dc8794f7..8fe90cce 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -10148,6 +10148,36 @@
     - filename: TheDrummer_Rivermind-12B-v1-Q4_K_M.gguf
       sha256: 49a5341ea90e7bd03e797162ab23bf0b975dce9faf5d957f7d24bf1d5134c937
       uri: huggingface://bartowski/TheDrummer_Rivermind-12B-v1-GGUF/TheDrummer_Rivermind-12B-v1-Q4_K_M.gguf
+- !!merge <<: *mistral03
+  url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master"
+  name: "dreamgen_lucid-v1-nemo"
+  icon: https://huggingface.co/dreamgen/lucid-v1-nemo/resolve/main/images/banner.webp
+  urls:
+    - https://huggingface.co/dreamgen/lucid-v1-nemo
+    - https://huggingface.co/bartowski/dreamgen_lucid-v1-nemo-GGUF
+  description: |
+    Focused on role-play & story-writing.
+        Suitable for all kinds of writers and role-play enjoyers:
+            For world-builders who want to specify every detail in advance: plot, setting, writing style, characters, locations, items, lore, etc.
+            For intuitive writers who start with a loose prompt and shape the narrative through instructions (OCC) as the story / role-play unfolds.
+        Support for multi-character role-plays:
+            Model can automatically pick between characters.
+        Support for inline writing instructions (OOC):
+            Controlling plot development (say what should happen, what the characters should do, etc.)
+            Controlling pacing.
+            etc.
+        Support for inline writing assistance:
+            Planning the next scene / the next chapter / story.
+            Suggesting new characters.
+            etc.
+    Support for reasoning (opt-in).
+  overrides:
+    parameters:
+      model: dreamgen_lucid-v1-nemo-Q4_K_M.gguf
+  files:
+    - filename: dreamgen_lucid-v1-nemo-Q4_K_M.gguf
+      sha256: b9cbd018895a76805ea8b8d2a499b3221044ce2df2a06ed858b61caba11b81dc
+      uri: huggingface://bartowski/dreamgen_lucid-v1-nemo-GGUF/dreamgen_lucid-v1-nemo-Q4_K_M.gguf
 - &mudler
   url: "github:mudler/LocalAI/gallery/mudler.yaml@master" ### START mudler's LocalAI specific-models
   name: "LocalAI-llama3-8b-function-call-v0.2"

From c8f68582187b3d21585d360dbead6c8ddb7d62cb Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 17 Apr 2025 10:00:18 +0200
Subject: [PATCH 500/679] chore(ci): add latest images for core (#5198)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 .github/workflows/image.yml | 6 ++++++
 1 file changed, 6 insertions(+)

diff --git a/.github/workflows/image.yml b/.github/workflows/image.yml
index 722d0f41..a5ef5ce9 100644
--- a/.github/workflows/image.yml
+++ b/.github/workflows/image.yml
@@ -75,6 +75,7 @@ jobs:
             grpc-base-image: "ubuntu:22.04"
             runs-on: 'arc-runner-set'
             makeflags: "--jobs=3 --output-sync=target"
+            latest-image: 'latest-gpu-hipblas-core'
           - build-type: 'hipblas'
             platforms: 'linux/amd64'
             tag-latest: 'false'
@@ -251,6 +252,7 @@ jobs:
             image-type: 'core'
             runs-on: 'arc-runner-set'
             makeflags: "--jobs=3 --output-sync=target"
+            latest-image: 'latest-gpu-intel-f16-core'
           - build-type: 'sycl_f32'
             platforms: 'linux/amd64'
             tag-latest: 'false'
@@ -261,6 +263,7 @@ jobs:
             image-type: 'core'
             runs-on: 'arc-runner-set'
             makeflags: "--jobs=3 --output-sync=target"
+            latest-image: 'latest-gpu-intel-f32-core'
 
   core-image-build:
     uses: ./.github/workflows/image_build.yml
@@ -339,6 +342,7 @@ jobs:
             base-image: "ubuntu:22.04"
             makeflags: "--jobs=4 --output-sync=target"
             skip-drivers: 'false'
+            latest-image: 'latest-gpu-nvidia-cuda-12-core'
           - build-type: 'cublas'
             cuda-major-version: "12"
             cuda-minor-version: "0"
@@ -351,6 +355,7 @@ jobs:
             base-image: "ubuntu:22.04"
             skip-drivers: 'false'
             makeflags: "--jobs=4 --output-sync=target"
+            latest-image: 'latest-gpu-nvidia-cuda-12-core'
           - build-type: 'vulkan'
             platforms: 'linux/amd64'
             tag-latest: 'false'
@@ -362,6 +367,7 @@ jobs:
             base-image: "ubuntu:22.04"
             skip-drivers: 'false'
             makeflags: "--jobs=4 --output-sync=target"
+            latest-image: 'latest-gpu-vulkan-core'
   gh-runner:
     uses: ./.github/workflows/image_build.yml
     with:

From e3717e5c1a8b73cc14f07bb82184fcd492f37158 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 17 Apr 2025 10:42:22 +0200
Subject: [PATCH 501/679] chore(model gallery): add qwen2.5-14b-instruct-1m
 (#5201)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 29 +++++++++++++++++++++++++++++
 1 file changed, 29 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 8fe90cce..9d0ff913 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -5970,6 +5970,35 @@
     - filename: m1-32b.Q4_K_M.gguf
       sha256: 1dfa3b6822447aca590d6f2881cf277bd0fbde633a39c5a20b521f4a59145e3f
       uri: huggingface://mradermacher/m1-32b-GGUF/m1-32b.Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "qwen2.5-14b-instruct-1m"
+  urls:
+    - https://huggingface.co/Qwen/Qwen2.5-14B-Instruct-1M
+    - https://huggingface.co/bartowski/Qwen2.5-14B-Instruct-1M-GGUF
+  description: |
+    Qwen2.5-1M is the long-context version of the Qwen2.5 series models, supporting a context length of up to 1M tokens. Compared to the Qwen2.5 128K version, Qwen2.5-1M demonstrates significantly improved performance in handling long-context tasks while maintaining its capability in short tasks.
+
+    The model has the following features:
+
+        Type: Causal Language Models
+        Training Stage: Pretraining & Post-training
+        Architecture: transformers with RoPE, SwiGLU, RMSNorm, and Attention QKV bias
+        Number of Parameters: 14.7B
+        Number of Paramaters (Non-Embedding): 13.1B
+        Number of Layers: 48
+        Number of Attention Heads (GQA): 40 for Q and 8 for KV
+        Context Length: Full 1,010,000 tokens and generation 8192 tokens
+            We recommend deploying with our custom vLLM, which introduces sparse attention and length extrapolation methods to ensure efficiency and accuracy for long-context tasks. For specific guidance, refer to this section.
+            You can also use the previous framework that supports Qwen2.5 for inference, but accuracy degradation may occur for sequences exceeding 262,144 tokens.
+
+    For more details, please refer to our blog, GitHub, Technical Report, and Documentation.
+  overrides:
+    parameters:
+      model: Qwen2.5-14B-Instruct-1M-Q4_K_M.gguf
+  files:
+    - filename: Qwen2.5-14B-Instruct-1M-Q4_K_M.gguf
+      sha256: a1a0fa3e2c3f9d63f9202af9172cffbc0b519801dff740fffd39f6a063a731ef
+      uri: huggingface://bartowski/Qwen2.5-14B-Instruct-1M-GGUF/Qwen2.5-14B-Instruct-1M-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From a03b70010fafd55c4e91cddc47c4e4c5f1a05eb3 Mon Sep 17 00:00:00 2001
From: Florian Bachmann <834350+baflo@users.noreply.github.com>
Date: Thu, 17 Apr 2025 15:02:11 +0200
Subject: [PATCH 502/679] fix(talk): Talk interface sends content-type headers
 to chatgpt (#5200)

Talk interface sends content-type headers to chatgpt

Signed-off-by: baflo <834350+baflo@users.noreply.github.com>
---
 core/http/static/talk.js | 1 +
 1 file changed, 1 insertion(+)

diff --git a/core/http/static/talk.js b/core/http/static/talk.js
index 56080816..3fafa0a0 100644
--- a/core/http/static/talk.js
+++ b/core/http/static/talk.js
@@ -115,6 +115,7 @@ async function sendTextToChatGPT(text) {
 
     const response = await fetch('v1/chat/completions', {
         method: 'POST',
+        headers: { "Content-Type": "application/json" },
         body: JSON.stringify({
             model: getModel(),
             messages: conversationHistory

From 72693b3917a190cbf1df1bc978ada4dcb5fa461e Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 17 Apr 2025 16:32:23 +0200
Subject: [PATCH 503/679] feat(install.sh): allow to uninstall with --uninstall
 (#5202)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 docs/static/install.sh | 68 +++++++++++++++++++++++++++++++++++++++---
 1 file changed, 64 insertions(+), 4 deletions(-)

diff --git a/docs/static/install.sh b/docs/static/install.sh
index 8d928750..e01a5a37 100644
--- a/docs/static/install.sh
+++ b/docs/static/install.sh
@@ -6,6 +6,7 @@
 #   curl ... | ENV_VAR=... sh -
 #       or
 #   ENV_VAR=... ./install.sh
+#   To uninstall: ./install.sh --uninstall
 
 set -e
 set -o noglob
@@ -57,6 +58,59 @@ require() {
     echo $MISSING
 }
 
+# Function to uninstall LocalAI
+uninstall_localai() {
+    info "Starting LocalAI uninstallation..."
+
+    # Stop and remove Docker container if it exists
+    if available docker && $SUDO docker ps -a --format '{{.Names}}' | grep -q local-ai; then
+        info "Stopping and removing LocalAI Docker container..."
+        $SUDO docker stop local-ai || true
+        $SUDO docker rm local-ai || true
+        $SUDO docker volume rm local-ai-data || true
+    fi
+
+    # Remove systemd service if it exists
+    if [ -f "/etc/systemd/system/local-ai.service" ]; then
+        info "Removing systemd service..."
+        $SUDO systemctl stop local-ai || true
+        $SUDO systemctl disable local-ai || true
+        $SUDO rm -f /etc/systemd/system/local-ai.service
+        $SUDO systemctl daemon-reload
+    fi
+
+    # Remove environment file
+    if [ -f "/etc/localai.env" ]; then
+        info "Removing environment file..."
+        $SUDO rm -f /etc/localai.env
+    fi
+
+    # Remove binary
+    for BINDIR in /usr/local/bin /usr/bin /bin; do
+        if [ -f "$BINDIR/local-ai" ]; then
+            info "Removing binary from $BINDIR..."
+            $SUDO rm -f "$BINDIR/local-ai"
+        fi
+    done
+
+    # Remove models directory
+    if [ -d "/usr/share/local-ai" ]; then
+        info "Removing LocalAI data directory..."
+        $SUDO rm -rf /usr/share/local-ai
+    fi
+
+    # Remove local-ai user if it exists
+    if id local-ai >/dev/null 2>&1; then
+        info "Removing local-ai user..."
+        $SUDO userdel -r local-ai || true
+    fi
+
+    info "LocalAI has been successfully uninstalled."
+    exit 0
+}
+
+
+
 ## VARIABLES
 
 # DOCKER_INSTALL - set to "true" to install Docker images
@@ -516,10 +570,10 @@ install_docker() {
 install_binary_darwin() {
     [ "$(uname -s)" = "Darwin" ] || fatal 'This script is intended to run on macOS only.'
 
-    info "Downloading local-ai..."
+    info "Downloading LocalAI ${VERSION}..."
     curl --fail --show-error --location --progress-bar -o $TEMP_DIR/local-ai "https://github.com/mudler/LocalAI/releases/download/${VERSION}/local-ai-Darwin-${ARCH}"
 
-    info "Installing local-ai..."
+    info "Installing to /usr/local/bin/local-ai"
     install -o0 -g0 -m755 $TEMP_DIR/local-ai /usr/local/bin/local-ai
 
     install_success
@@ -548,14 +602,14 @@ install_binary() {
         exit 1
     fi
 
-    info "Downloading local-ai..."
+    info "Downloading LocalAI ${VERSION}..."
     curl --fail --location --progress-bar -o $TEMP_DIR/local-ai "https://github.com/mudler/LocalAI/releases/download/${VERSION}/local-ai-Linux-${ARCH}"
 
     for BINDIR in /usr/local/bin /usr/bin /bin; do
         echo $PATH | grep -q $BINDIR && break || continue
     done
 
-    info "Installing local-ai to $BINDIR..."
+    info "Installing LocalAI as local-ai to $BINDIR..."
     $SUDO install -o0 -g0 -m755 -d $BINDIR
     $SUDO install -o0 -g0 -m755 $TEMP_DIR/local-ai $BINDIR/local-ai
 
@@ -617,6 +671,10 @@ detect_start_command() {
     fi
 }
 
+# Check if uninstall flag is provided
+if [ "$1" = "--uninstall" ]; then
+    uninstall_localai
+fi
 
 detect_start_command
 
@@ -664,10 +722,12 @@ for PACKAGE_MANAGER in dnf yum apt-get; do
 done
 
 if [ "$DOCKER_INSTALL" = "true" ]; then
+    info "Installing LocalAI from container images"
     if [ "$HAS_CUDA" = true ]; then
         install_container_toolkit
     fi
     install_docker
 else
+    info "Installing LocalAI from binaries"
     install_binary
 fi

From 0474804541ff7f2e4139d3ac6085a71c0cbff2a7 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@localai.io>
Date: Thu, 17 Apr 2025 19:51:21 +0200
Subject: [PATCH 504/679] fix(ci): remove duplicate entry

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 .github/workflows/image.yml | 1 -
 1 file changed, 1 deletion(-)

diff --git a/.github/workflows/image.yml b/.github/workflows/image.yml
index a5ef5ce9..d44c7254 100644
--- a/.github/workflows/image.yml
+++ b/.github/workflows/image.yml
@@ -360,7 +360,6 @@ jobs:
             platforms: 'linux/amd64'
             tag-latest: 'false'
             tag-suffix: '-vulkan-ffmpeg-core'
-            latest-image: 'latest-vulkan-ffmpeg-core'
             ffmpeg: 'true'
             image-type: 'core'
             runs-on: 'arc-runner-set'

From bd1707d33991c9e18f2072d83820811dbfcd1f23 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Thu, 17 Apr 2025 23:52:12 +0200
Subject: [PATCH 505/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `2f74c354c0f752ed9aabf7d3a350e6edebd7e744` (#5203)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 3157ff84..bb4e1925 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=015022bb53387baa8b23817ac03743705c7d472b
+CPPLLAMA_VERSION?=2f74c354c0f752ed9aabf7d3a350e6edebd7e744
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From e3bf7f77f7e79c3df2716c21260876327d2b30a8 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 18 Apr 2025 09:59:17 +0200
Subject: [PATCH 506/679] chore(model gallery): add
 ibm-granite_granite-3.3-8b-instruct (#5204)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 9d0ff913..10812cc2 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -1981,6 +1981,20 @@
     - filename: salamandra-7b-instruct.Q4_K_M-f32.gguf
       sha256: bac8e8c1d1d9d53cbdb148b8ff9ad378ddb392429207099e85b5aae3a43bff3d
       uri: huggingface://cstr/salamandra-7b-instruct-GGUF/salamandra-7b-instruct.Q4_K_M-f32.gguf
+- !!merge <<: *granite3
+  name: "ibm-granite_granite-3.3-8b-instruct"
+  urls:
+    - https://huggingface.co/ibm-granite/granite-3.3-2b-instruct
+    - https://huggingface.co/bartowski/ibm-granite_granite-3.3-8b-instruct-GGUF
+  description: |
+      Granite-3.3-2B-Instruct is a 2-billion parameter 128K context length language model fine-tuned for improved reasoning and instruction-following capabilities. Built on top of Granite-3.3-2B-Base, the model delivers significant gains on benchmarks for measuring generic performance including AlpacaEval-2.0 and Arena-Hard, and improvements in mathematics, coding, and instruction following. It supports structured reasoning through <think></think> and <response></response> tags, providing clear separation between internal thoughts and final outputs. The model has been trained on a carefully balanced combination of permissively licensed data and curated synthetic tasks.
+  overrides:
+    parameters:
+      model: ibm-granite_granite-3.3-8b-instruct-Q4_K_M.gguf
+  files:
+    - filename: ibm-granite_granite-3.3-8b-instruct-Q4_K_M.gguf
+      sha256: 758fb00abcec89df5cf02932165daf72f0d0b74db5019dbe9f2b3defb1e9295e
+      uri: huggingface://bartowski/ibm-granite_granite-3.3-8b-instruct-GGUF/ibm-granite_granite-3.3-8b-instruct-Q4_K_M.gguf
 - &llama32
   url: "github:mudler/LocalAI/gallery/llama3.2-quantized.yaml@master"
   icon: https://avatars.githubusercontent.com/u/153379578

From 0bb33fab55fde107326c0b10c849b6c6a54aad9c Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 18 Apr 2025 10:15:05 +0200
Subject: [PATCH 507/679] chore(model gallery): add
 ibm-granite_granite-3.3-2b-instruct (#5205)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 10812cc2..3a48355d 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -1995,6 +1995,20 @@
     - filename: ibm-granite_granite-3.3-8b-instruct-Q4_K_M.gguf
       sha256: 758fb00abcec89df5cf02932165daf72f0d0b74db5019dbe9f2b3defb1e9295e
       uri: huggingface://bartowski/ibm-granite_granite-3.3-8b-instruct-GGUF/ibm-granite_granite-3.3-8b-instruct-Q4_K_M.gguf
+- !!merge <<: *granite3
+  name: "ibm-granite_granite-3.3-2b-instruct"
+  urls:
+    - https://huggingface.co/ibm-granite/granite-3.3-2b-instruct
+    - https://huggingface.co/bartowski/ibm-granite_granite-3.3-2b-instruct-GGUF
+  description: |
+     Granite-3.3-2B-Instruct is a 2-billion parameter 128K context length language model fine-tuned for improved reasoning and instruction-following capabilities. Built on top of Granite-3.3-2B-Base, the model delivers significant gains on benchmarks for measuring generic performance including AlpacaEval-2.0 and Arena-Hard, and improvements in mathematics, coding, and instruction following. It supports structured reasoning through <think></think> and <response></response> tags, providing clear separation between internal thoughts and final outputs. The model has been trained on a carefully balanced combination of permissively licensed data and curated synthetic tasks.
+  overrides:
+    parameters:
+      model: ibm-granite_granite-3.3-2b-instruct-Q4_K_M.gguf
+  files:
+    - filename: ibm-granite_granite-3.3-2b-instruct-Q4_K_M.gguf
+      sha256: 555b91485955bc96eb445b57dd4bbf8809aa7d8cce7c313f4f8bc5b2340896b4
+      uri: huggingface://bartowski/ibm-granite_granite-3.3-2b-instruct-GGUF/ibm-granite_granite-3.3-2b-instruct-Q4_K_M.gguf
 - &llama32
   url: "github:mudler/LocalAI/gallery/llama3.2-quantized.yaml@master"
   icon: https://avatars.githubusercontent.com/u/153379578

From 7d6b3eb42d23e079b9c36c6529ae4945bc575fd9 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 18 Apr 2025 10:17:39 +0200
Subject: [PATCH 508/679] chore(model gallery): add
 readyart_amoral-fallen-omega-gemma3-12b (#5206)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 30 ++++++++++++++++++++++++++++++
 1 file changed, 30 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 3a48355d..f3b5630d 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -487,6 +487,36 @@
     - filename: Omega-LN-SFT-Q4_K_M.gguf
       sha256: 33fb1c61085f9b18074e320ac784e6dbc8a98fe20705f92773e055471fd3cb0f
       uri: huggingface://Delta-Vector/Daichi-12B-GGUF/Omega-LN-SFT-Q4_K_M.gguf
+- !!merge <<: *gemma3
+  name: "readyart_amoral-fallen-omega-gemma3-12b"
+  icon: https://i.imghippo.com/files/EBq6162wlk.webp
+  urls:
+    - https://huggingface.co/ReadyArt/Amoral-Fallen-Omega-Gemma3-12B
+    - https://huggingface.co/bartowski/ReadyArt_Amoral-Fallen-Omega-Gemma3-12B-GGUF
+  description: |
+    This model represents the forbidden merger of:
+
+    🧬 The-Omega-Directive-Gemma3-12B-v1.0 - Unprecedented coherent depravity, well-rounded ERP, low repetition even at maximum length
+    ⚡ Fallen-Gemma3-12B-v1 - Fallen Gemma3 12B v1 is an evil tune
+    💎 amoral-gemma3-12B-v2 - Improved natural intelligence and less refusals
+    This model maintains Forgotten-Safeword's complete lack of alignment:
+
+        🚫 No moral or ethical constraints on generated content
+        🔞 Will enthusiastically engage with any NSFW scenario
+        💀 May generate content that requires industrial-grade brain bleach
+        ⚖️ Perfectly balanced... as all things should be
+    🔥 Maintains signature intensity with improved narrative flow
+    📖 Handles multi-character scenarios with improved consistency
+    🧠 Excels at long-form storytelling without losing track of plot threads
+    ⚡ Noticeably better at following complex instructions than previous versions
+    🎭 Responds to subtle prompt nuances like a mind reader
+  overrides:
+    parameters:
+      model: ReadyArt_Amoral-Fallen-Omega-Gemma3-12B-Q4_K_M.gguf
+  files:
+    - filename: ReadyArt_Amoral-Fallen-Omega-Gemma3-12B-Q4_K_M.gguf
+      sha256: a2a2e76be2beb445d3a569ba03661860cd4aef9a4aa3d57aed319e3d1bddc820
+      uri: huggingface://bartowski/ReadyArt_Amoral-Fallen-Omega-Gemma3-12B-GGUF/ReadyArt_Amoral-Fallen-Omega-Gemma3-12B-Q4_K_M.gguf
 - &llama4
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master"
   icon: https://avatars.githubusercontent.com/u/153379578

From 771be28dfb0c87204becc98ecf0faba558df5a8f Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 18 Apr 2025 10:19:52 +0200
Subject: [PATCH 509/679] ci: use gemma3 for notifications of releases

Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
---
 .github/workflows/notify-releases.yaml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/notify-releases.yaml b/.github/workflows/notify-releases.yaml
index faaaacdb..72da7626 100644
--- a/.github/workflows/notify-releases.yaml
+++ b/.github/workflows/notify-releases.yaml
@@ -14,7 +14,7 @@ jobs:
     steps:
     - uses: mudler/localai-github-action@v1
       with:
-        model: 'hermes-2-theta-llama-3-8b' # Any from models.localai.io, or from huggingface.com with: "huggingface://<repository>/file"
+        model: 'gemma-3-12b-it' # Any from models.localai.io, or from huggingface.com with: "huggingface://<repository>/file"
     - name: Summarize
       id: summarize
       run: |
@@ -60,4 +60,4 @@ jobs:
         DISCORD_AVATAR: "https://avatars.githubusercontent.com/u/139863280?v=4"
       uses: Ilshidur/action-discord@master
       with:
-        args: ${{ steps.summarize.outputs.message }}
\ No newline at end of file
+        args: ${{ steps.summarize.outputs.message }}

From cb7a172897c87fdeff936a510e4f84ca9851aa2b Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 18 Apr 2025 10:20:33 +0200
Subject: [PATCH 510/679] chore(ci): use gemma-3-12b-it for models
 notifications

Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
---
 .github/workflows/notify-models.yaml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/notify-models.yaml b/.github/workflows/notify-models.yaml
index b84e10e0..4fd679f9 100644
--- a/.github/workflows/notify-models.yaml
+++ b/.github/workflows/notify-models.yaml
@@ -8,7 +8,7 @@ jobs:
   notify-discord:
     if: ${{ (github.event.pull_request.merged == true) && (contains(github.event.pull_request.labels.*.name, 'area/ai-model')) }}
     env:
-        MODEL_NAME: hermes-2-theta-llama-3-8b
+        MODEL_NAME: gemma-3-12b-it
     runs-on: ubuntu-latest
     steps:
     - uses: actions/checkout@v4
@@ -16,7 +16,7 @@ jobs:
         fetch-depth: 0 # needed to checkout all branches for this Action to work
     - uses: mudler/localai-github-action@v1
       with:
-        model: 'hermes-2-theta-llama-3-8b' # Any from models.localai.io, or from huggingface.com with: "huggingface://<repository>/file"
+        model: 'gemma-3-12b-it' # Any from models.localai.io, or from huggingface.com with: "huggingface://<repository>/file"
         # Check the PR diff using the current branch and the base branch of the PR
     - uses: GrantBirki/git-diff-action@v2.8.0
       id: git-diff-action

From a5982858254cf28b8ff43837662ba7aec85d527a Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 18 Apr 2025 10:35:48 +0200
Subject: [PATCH 511/679] chore(model gallery): add
 google-gemma-3-27b-it-qat-q4_0-small (#5207)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index f3b5630d..0b9daa5d 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -517,6 +517,20 @@
     - filename: ReadyArt_Amoral-Fallen-Omega-Gemma3-12B-Q4_K_M.gguf
       sha256: a2a2e76be2beb445d3a569ba03661860cd4aef9a4aa3d57aed319e3d1bddc820
       uri: huggingface://bartowski/ReadyArt_Amoral-Fallen-Omega-Gemma3-12B-GGUF/ReadyArt_Amoral-Fallen-Omega-Gemma3-12B-Q4_K_M.gguf
+- !!merge <<: *gemma3
+  name: "google-gemma-3-27b-it-qat-q4_0-small"
+  urls:
+    - https://huggingface.co/google/gemma-3-27b-it-qat-q4_0-gguf
+    - https://huggingface.co/stduhpf/google-gemma-3-27b-it-qat-q4_0-gguf-small
+  description: |
+    This is a requantized version of https://huggingface.co/google/gemma-3-27b-it-qat-q4_0-gguf. The official QAT weights released by google use fp16 (instead of Q6_K) for the embeddings table, which makes this model take a significant extra amount of memory (and storage) compared to what Q4_0 quants are supposed to take. Requantizing with llama.cpp achieves a very similar result. Note that this model ends up smaller than the Q4_0 from Bartowski. This is because llama.cpp sets some tensors to Q4_1 when quantizing models to Q4_0 with imatrix, but this is a static quant. The perplexity score for this one is even lower with this model compared to the original model by Google, but the results are within margin of error, so it's probably just luck. I also fixed the control token metadata, which was slightly degrading the performance of the model in instruct mode.
+  overrides:
+    parameters:
+      model: gemma-3-27b-it-q4_0_s.gguf
+  files:
+    - filename: gemma-3-27b-it-q4_0_s.gguf
+      sha256: cc4e41e3df2bf7fd3827bea7e98f28cecc59d7bd1c6b7b4fa10fc52a5659f3eb
+      uri: huggingface://stduhpf/google-gemma-3-27b-it-qat-q4_0-gguf-small/gemma-3-27b-it-q4_0_s.gguf
 - &llama4
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master"
   icon: https://avatars.githubusercontent.com/u/153379578

From ba88c9f45127b0e120d40107a5c3fb709cc83784 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 18 Apr 2025 10:38:36 +0200
Subject: [PATCH 512/679] chore(ci): use gemma-3-12b-it for models
 notifications (twitter)

Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
---
 .github/workflows/notify-models.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/notify-models.yaml b/.github/workflows/notify-models.yaml
index 4fd679f9..707fc22e 100644
--- a/.github/workflows/notify-models.yaml
+++ b/.github/workflows/notify-models.yaml
@@ -87,7 +87,7 @@ jobs:
   notify-twitter:
     if: ${{ (github.event.pull_request.merged == true) && (contains(github.event.pull_request.labels.*.name, 'area/ai-model')) }}
     env:
-        MODEL_NAME: hermes-2-theta-llama-3-8b
+        MODEL_NAME: gemma-3-12b-it
     runs-on: ubuntu-latest
     steps:
     - uses: actions/checkout@v4

From 4e0497f1a64163ebcfaf268aff80ce47dcbe9384 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 18 Apr 2025 10:47:23 +0200
Subject: [PATCH 513/679] chore(model gallery): add pictor-1338-qwenp-1.5b
 (#5208)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 32 ++++++++++++++++++++++++++++++++
 1 file changed, 32 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 0b9daa5d..8dfd5bb0 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -6071,6 +6071,38 @@
     - filename: Qwen2.5-14B-Instruct-1M-Q4_K_M.gguf
       sha256: a1a0fa3e2c3f9d63f9202af9172cffbc0b519801dff740fffd39f6a063a731ef
       uri: huggingface://bartowski/Qwen2.5-14B-Instruct-1M-GGUF/Qwen2.5-14B-Instruct-1M-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "pictor-1338-qwenp-1.5b"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/X7zeHYbH5Y5JoRK_ud_Ya.png
+  urls:
+    - https://huggingface.co/prithivMLmods/Pictor-1338-QwenP-1.5B
+    - https://huggingface.co/adriey/Pictor-1338-QwenP-1.5B-Q8_0-GGUF
+  description: |
+    Pictor-1338-QwenP-1.5B is a code reasoning LLM fine-tuned from Qwen-1.5B using distributed reinforcement learning (RL). This model is designed to enhance coding proficiency, debugging accuracy, and step-by-step reasoning in software development tasks across multiple programming languages.
+
+    Key Features
+
+        Code Reasoning & Explanation
+        Trained to analyze, generate, and explain code with a focus on logic, structure, and clarity. Supports functional, object-oriented, and procedural paradigms.
+
+        Reinforcement Learning Fine-Tuning
+        Enhanced using distributed RL, improving reward-aligned behavior in tasks like fixing bugs, completing functions, and understanding abstract instructions.
+
+        Multi-Language Support
+        Works fluently with Python, JavaScript, C++, and Shell, among others—ideal for general-purpose programming, scripting, and algorithmic tasks.
+
+        Compact and Efficient
+        At just 1.5B parameters, it's lightweight enough for edge deployments and developer tools with strong reasoning capability.
+
+        Debugging and Auto-Fix Capabilities
+        Built to identify bugs, recommend corrections, and provide context-aware explanations of issues in codebases.
+  overrides:
+    parameters:
+      model: pictor-1338-qwenp-1.5b-q8_0.gguf
+  files:
+    - filename: pictor-1338-qwenp-1.5b-q8_0.gguf
+      sha256: 22d2f5b2322d9a354d8578475a6924c2173a913a1e2fa0ec2655f2f5937f6f26
+      uri: huggingface://adriey/Pictor-1338-QwenP-1.5B-Q8_0-GGUF/pictor-1338-qwenp-1.5b-q8_0.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From 8b3f76d8e6e0664684ba18557ebef4fb324caafc Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Fri, 18 Apr 2025 23:45:48 +0200
Subject: [PATCH 514/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `6408210082cc0a61b992b487be7e2ff2efbb9e36` (#5211)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index bb4e1925..d858e574 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=2f74c354c0f752ed9aabf7d3a350e6edebd7e744
+CPPLLAMA_VERSION?=6408210082cc0a61b992b487be7e2ff2efbb9e36
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 8abecb4a18aa91f534cf961b61852f8b3c3a612c Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 19 Apr 2025 08:53:24 +0200
Subject: [PATCH 515/679] chore: bump grpc limits to 50MB (#5212)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 backend/cpp/llama/grpc-server.cpp        |   4 +-
 backend/python/autogptq/backend.py       |   7 +-
 backend/python/bark/backend.py           |   7 +-
 backend/python/coqui/backend.py          |   7 +-
 backend/python/diffusers/backend.py      |   7 +-
 backend/python/exllama2/backend.py       |   7 +-
 backend/python/faster-whisper/backend.py |   7 +-
 backend/python/kokoro/backend.py         |   7 +-
 backend/python/rerankers/backend.py      |   7 +-
 backend/python/transformers/backend.py   |   7 +-
 backend/python/vllm/backend.py           |   7 +-
 pkg/grpc/client.go                       | 108 +++++++++++++++++++----
 pkg/grpc/server.go                       |  10 ++-
 13 files changed, 161 insertions(+), 31 deletions(-)

diff --git a/backend/cpp/llama/grpc-server.cpp b/backend/cpp/llama/grpc-server.cpp
index 18dfdc64..fb5dd343 100644
--- a/backend/cpp/llama/grpc-server.cpp
+++ b/backend/cpp/llama/grpc-server.cpp
@@ -2644,7 +2644,9 @@ void RunServer(const std::string& server_address) {
   ServerBuilder builder;
   builder.AddListeningPort(server_address, grpc::InsecureServerCredentials());
   builder.RegisterService(&service);
-
+  builder.SetMaxMessageSize(50 * 1024 * 1024); // 50MB
+  builder.SetMaxSendMessageSize(50 * 1024 * 1024); // 50MB
+  builder.SetMaxReceiveMessageSize(50 * 1024 * 1024); // 50MB
   std::unique_ptr<Server> server(builder.BuildAndStart());
   std::cout << "Server listening on " << server_address << std::endl;
   server->Wait();
diff --git a/backend/python/autogptq/backend.py b/backend/python/autogptq/backend.py
index c7c35028..3b5515cb 100755
--- a/backend/python/autogptq/backend.py
+++ b/backend/python/autogptq/backend.py
@@ -121,7 +121,12 @@ class BackendServicer(backend_pb2_grpc.BackendServicer):
         return (prompt, image_paths)
 
 def serve(address):
-    server = grpc.server(futures.ThreadPoolExecutor(max_workers=MAX_WORKERS))
+    server = grpc.server(futures.ThreadPoolExecutor(max_workers=MAX_WORKERS),
+        options=[
+            ('grpc.max_message_length', 50 * 1024 * 1024),  # 50MB
+            ('grpc.max_send_message_length', 50 * 1024 * 1024),  # 50MB
+            ('grpc.max_receive_message_length', 50 * 1024 * 1024),  # 50MB
+        ])
     backend_pb2_grpc.add_BackendServicer_to_server(BackendServicer(), server)
     server.add_insecure_port(address)
     server.start()
diff --git a/backend/python/bark/backend.py b/backend/python/bark/backend.py
index 050c44ed..49978100 100644
--- a/backend/python/bark/backend.py
+++ b/backend/python/bark/backend.py
@@ -61,7 +61,12 @@ class BackendServicer(backend_pb2_grpc.BackendServicer):
         return backend_pb2.Result(success=True)
 
 def serve(address):
-    server = grpc.server(futures.ThreadPoolExecutor(max_workers=MAX_WORKERS))
+    server = grpc.server(futures.ThreadPoolExecutor(max_workers=MAX_WORKERS),
+        options=[
+            ('grpc.max_message_length', 50 * 1024 * 1024),  # 50MB
+            ('grpc.max_send_message_length', 50 * 1024 * 1024),  # 50MB
+            ('grpc.max_receive_message_length', 50 * 1024 * 1024),  # 50MB
+        ])
     backend_pb2_grpc.add_BackendServicer_to_server(BackendServicer(), server)
     server.add_insecure_port(address)
     server.start()
diff --git a/backend/python/coqui/backend.py b/backend/python/coqui/backend.py
index 02ab56f4..b602f4de 100644
--- a/backend/python/coqui/backend.py
+++ b/backend/python/coqui/backend.py
@@ -86,7 +86,12 @@ class BackendServicer(backend_pb2_grpc.BackendServicer):
         return backend_pb2.Result(success=True)
 
 def serve(address):
-    server = grpc.server(futures.ThreadPoolExecutor(max_workers=MAX_WORKERS))
+    server = grpc.server(futures.ThreadPoolExecutor(max_workers=MAX_WORKERS),
+        options=[
+            ('grpc.max_message_length', 50 * 1024 * 1024),  # 50MB
+            ('grpc.max_send_message_length', 50 * 1024 * 1024),  # 50MB
+            ('grpc.max_receive_message_length', 50 * 1024 * 1024),  # 50MB
+        ])
     backend_pb2_grpc.add_BackendServicer_to_server(BackendServicer(), server)
     server.add_insecure_port(address)
     server.start()
diff --git a/backend/python/diffusers/backend.py b/backend/python/diffusers/backend.py
index 3668b016..7d6a2a17 100755
--- a/backend/python/diffusers/backend.py
+++ b/backend/python/diffusers/backend.py
@@ -522,7 +522,12 @@ class BackendServicer(backend_pb2_grpc.BackendServicer):
 
 
 def serve(address):
-    server = grpc.server(futures.ThreadPoolExecutor(max_workers=MAX_WORKERS))
+    server = grpc.server(futures.ThreadPoolExecutor(max_workers=MAX_WORKERS),
+        options=[
+            ('grpc.max_message_length', 50 * 1024 * 1024),  # 50MB
+            ('grpc.max_send_message_length', 50 * 1024 * 1024),  # 50MB
+            ('grpc.max_receive_message_length', 50 * 1024 * 1024),  # 50MB
+        ])
     backend_pb2_grpc.add_BackendServicer_to_server(BackendServicer(), server)
     server.add_insecure_port(address)
     server.start()
diff --git a/backend/python/exllama2/backend.py b/backend/python/exllama2/backend.py
index cb21ed7e..7aacea36 100755
--- a/backend/python/exllama2/backend.py
+++ b/backend/python/exllama2/backend.py
@@ -105,7 +105,12 @@ class BackendServicer(backend_pb2_grpc.BackendServicer):
 
 
 def serve(address):
-    server = grpc.server(futures.ThreadPoolExecutor(max_workers=MAX_WORKERS))
+    server = grpc.server(futures.ThreadPoolExecutor(max_workers=MAX_WORKERS),
+        options=[
+            ('grpc.max_message_length', 50 * 1024 * 1024),  # 50MB
+            ('grpc.max_send_message_length', 50 * 1024 * 1024),  # 50MB
+            ('grpc.max_receive_message_length', 50 * 1024 * 1024),  # 50MB
+        ])
     backend_pb2_grpc.add_BackendServicer_to_server(BackendServicer(), server)
     server.add_insecure_port(address)
     server.start()
diff --git a/backend/python/faster-whisper/backend.py b/backend/python/faster-whisper/backend.py
index dbb8b3d9..b73664ab 100755
--- a/backend/python/faster-whisper/backend.py
+++ b/backend/python/faster-whisper/backend.py
@@ -62,7 +62,12 @@ class BackendServicer(backend_pb2_grpc.BackendServicer):
         return backend_pb2.TranscriptResult(segments=resultSegments, text=text)
 
 def serve(address):
-    server = grpc.server(futures.ThreadPoolExecutor(max_workers=MAX_WORKERS))
+    server = grpc.server(futures.ThreadPoolExecutor(max_workers=MAX_WORKERS),
+        options=[
+            ('grpc.max_message_length', 50 * 1024 * 1024),  # 50MB
+            ('grpc.max_send_message_length', 50 * 1024 * 1024),  # 50MB
+            ('grpc.max_receive_message_length', 50 * 1024 * 1024),  # 50MB
+        ])
     backend_pb2_grpc.add_BackendServicer_to_server(BackendServicer(), server)
     server.add_insecure_port(address)
     server.start()
diff --git a/backend/python/kokoro/backend.py b/backend/python/kokoro/backend.py
index 1fd1feb9..76688185 100755
--- a/backend/python/kokoro/backend.py
+++ b/backend/python/kokoro/backend.py
@@ -99,7 +99,12 @@ class BackendServicer(backend_pb2_grpc.BackendServicer):
         return backend_pb2.Result(success=True)
 
 def serve(address):
-    server = grpc.server(futures.ThreadPoolExecutor(max_workers=MAX_WORKERS))
+    server = grpc.server(futures.ThreadPoolExecutor(max_workers=MAX_WORKERS),
+        options=[
+            ('grpc.max_message_length', 50 * 1024 * 1024),  # 50MB
+            ('grpc.max_send_message_length', 50 * 1024 * 1024),  # 50MB
+            ('grpc.max_receive_message_length', 50 * 1024 * 1024),  # 50MB
+        ])
     backend_pb2_grpc.add_BackendServicer_to_server(BackendServicer(), server)
     server.add_insecure_port(address)
     server.start()
diff --git a/backend/python/rerankers/backend.py b/backend/python/rerankers/backend.py
index e1974ad5..c9a80eab 100755
--- a/backend/python/rerankers/backend.py
+++ b/backend/python/rerankers/backend.py
@@ -91,7 +91,12 @@ class BackendServicer(backend_pb2_grpc.BackendServicer):
         return backend_pb2.RerankResult(usage=usage, results=results)
 
 def serve(address):
-    server = grpc.server(futures.ThreadPoolExecutor(max_workers=MAX_WORKERS))
+    server = grpc.server(futures.ThreadPoolExecutor(max_workers=MAX_WORKERS),
+        options=[
+            ('grpc.max_message_length', 50 * 1024 * 1024),  # 50MB
+            ('grpc.max_send_message_length', 50 * 1024 * 1024),  # 50MB
+            ('grpc.max_receive_message_length', 50 * 1024 * 1024),  # 50MB
+        ])
     backend_pb2_grpc.add_BackendServicer_to_server(BackendServicer(), server)
     server.add_insecure_port(address)
     server.start()
diff --git a/backend/python/transformers/backend.py b/backend/python/transformers/backend.py
index b0d5875b..88b410e5 100644
--- a/backend/python/transformers/backend.py
+++ b/backend/python/transformers/backend.py
@@ -559,7 +559,12 @@ class BackendServicer(backend_pb2_grpc.BackendServicer):
 
 async def serve(address):
     # Start asyncio gRPC server
-    server = grpc.aio.server(migration_thread_pool=futures.ThreadPoolExecutor(max_workers=MAX_WORKERS))
+    server = grpc.aio.server(migration_thread_pool=futures.ThreadPoolExecutor(max_workers=MAX_WORKERS),
+        options=[
+            ('grpc.max_message_length', 50 * 1024 * 1024),  # 50MB
+            ('grpc.max_send_message_length', 50 * 1024 * 1024),  # 50MB
+            ('grpc.max_receive_message_length', 50 * 1024 * 1024),  # 50MB
+        ])
     # Add the servicer to the server
     backend_pb2_grpc.add_BackendServicer_to_server(BackendServicer(), server)
     # Bind the server to the address
diff --git a/backend/python/vllm/backend.py b/backend/python/vllm/backend.py
index 238ba0e3..1ccf6d2a 100644
--- a/backend/python/vllm/backend.py
+++ b/backend/python/vllm/backend.py
@@ -320,7 +320,12 @@ class BackendServicer(backend_pb2_grpc.BackendServicer):
 
 async def serve(address):
     # Start asyncio gRPC server
-    server = grpc.aio.server(migration_thread_pool=futures.ThreadPoolExecutor(max_workers=MAX_WORKERS))
+    server = grpc.aio.server(migration_thread_pool=futures.ThreadPoolExecutor(max_workers=MAX_WORKERS),
+        options=[
+            ('grpc.max_message_length', 50 * 1024 * 1024),  # 50MB
+            ('grpc.max_send_message_length', 50 * 1024 * 1024),  # 50MB
+            ('grpc.max_receive_message_length', 50 * 1024 * 1024),  # 50MB
+        ])
     # Add the servicer to the server
     backend_pb2_grpc.add_BackendServicer_to_server(BackendServicer(), server)
     # Bind the server to the address
diff --git a/pkg/grpc/client.go b/pkg/grpc/client.go
index ca207c3f..fe4dcde4 100644
--- a/pkg/grpc/client.go
+++ b/pkg/grpc/client.go
@@ -57,7 +57,11 @@ func (c *Client) HealthCheck(ctx context.Context) (bool, error) {
 	}
 	c.setBusy(true)
 	defer c.setBusy(false)
-	conn, err := grpc.Dial(c.address, grpc.WithTransportCredentials(insecure.NewCredentials()))
+	conn, err := grpc.Dial(c.address, grpc.WithTransportCredentials(insecure.NewCredentials()),
+		grpc.WithDefaultCallOptions(
+			grpc.MaxCallRecvMsgSize(50*1024*1024), // 50MB
+			grpc.MaxCallSendMsgSize(50*1024*1024), // 50MB
+		))
 	if err != nil {
 		return false, err
 	}
@@ -89,7 +93,11 @@ func (c *Client) Embeddings(ctx context.Context, in *pb.PredictOptions, opts ...
 	defer c.setBusy(false)
 	c.wdMark()
 	defer c.wdUnMark()
-	conn, err := grpc.Dial(c.address, grpc.WithTransportCredentials(insecure.NewCredentials()))
+	conn, err := grpc.Dial(c.address, grpc.WithTransportCredentials(insecure.NewCredentials()),
+		grpc.WithDefaultCallOptions(
+			grpc.MaxCallRecvMsgSize(50*1024*1024), // 50MB
+			grpc.MaxCallSendMsgSize(50*1024*1024), // 50MB
+		))
 	if err != nil {
 		return nil, err
 	}
@@ -108,7 +116,11 @@ func (c *Client) Predict(ctx context.Context, in *pb.PredictOptions, opts ...grp
 	defer c.setBusy(false)
 	c.wdMark()
 	defer c.wdUnMark()
-	conn, err := grpc.Dial(c.address, grpc.WithTransportCredentials(insecure.NewCredentials()))
+	conn, err := grpc.Dial(c.address, grpc.WithTransportCredentials(insecure.NewCredentials()),
+		grpc.WithDefaultCallOptions(
+			grpc.MaxCallRecvMsgSize(50*1024*1024), // 50MB
+			grpc.MaxCallSendMsgSize(50*1024*1024), // 50MB
+		))
 	if err != nil {
 		return nil, err
 	}
@@ -127,7 +139,11 @@ func (c *Client) LoadModel(ctx context.Context, in *pb.ModelOptions, opts ...grp
 	defer c.setBusy(false)
 	c.wdMark()
 	defer c.wdUnMark()
-	conn, err := grpc.Dial(c.address, grpc.WithTransportCredentials(insecure.NewCredentials()))
+	conn, err := grpc.Dial(c.address, grpc.WithTransportCredentials(insecure.NewCredentials()),
+		grpc.WithDefaultCallOptions(
+			grpc.MaxCallRecvMsgSize(50*1024*1024), // 50MB
+			grpc.MaxCallSendMsgSize(50*1024*1024), // 50MB
+		))
 	if err != nil {
 		return nil, err
 	}
@@ -145,7 +161,11 @@ func (c *Client) PredictStream(ctx context.Context, in *pb.PredictOptions, f fun
 	defer c.setBusy(false)
 	c.wdMark()
 	defer c.wdUnMark()
-	conn, err := grpc.Dial(c.address, grpc.WithTransportCredentials(insecure.NewCredentials()))
+	conn, err := grpc.Dial(c.address, grpc.WithTransportCredentials(insecure.NewCredentials()),
+		grpc.WithDefaultCallOptions(
+			grpc.MaxCallRecvMsgSize(50*1024*1024), // 50MB
+			grpc.MaxCallSendMsgSize(50*1024*1024), // 50MB
+		))
 	if err != nil {
 		return err
 	}
@@ -182,7 +202,11 @@ func (c *Client) GenerateImage(ctx context.Context, in *pb.GenerateImageRequest,
 	defer c.setBusy(false)
 	c.wdMark()
 	defer c.wdUnMark()
-	conn, err := grpc.Dial(c.address, grpc.WithTransportCredentials(insecure.NewCredentials()))
+	conn, err := grpc.Dial(c.address, grpc.WithTransportCredentials(insecure.NewCredentials()),
+		grpc.WithDefaultCallOptions(
+			grpc.MaxCallRecvMsgSize(50*1024*1024), // 50MB
+			grpc.MaxCallSendMsgSize(50*1024*1024), // 50MB
+		))
 	if err != nil {
 		return nil, err
 	}
@@ -200,7 +224,11 @@ func (c *Client) TTS(ctx context.Context, in *pb.TTSRequest, opts ...grpc.CallOp
 	defer c.setBusy(false)
 	c.wdMark()
 	defer c.wdUnMark()
-	conn, err := grpc.Dial(c.address, grpc.WithTransportCredentials(insecure.NewCredentials()))
+	conn, err := grpc.Dial(c.address, grpc.WithTransportCredentials(insecure.NewCredentials()),
+		grpc.WithDefaultCallOptions(
+			grpc.MaxCallRecvMsgSize(50*1024*1024), // 50MB
+			grpc.MaxCallSendMsgSize(50*1024*1024), // 50MB
+		))
 	if err != nil {
 		return nil, err
 	}
@@ -218,7 +246,11 @@ func (c *Client) SoundGeneration(ctx context.Context, in *pb.SoundGenerationRequ
 	defer c.setBusy(false)
 	c.wdMark()
 	defer c.wdUnMark()
-	conn, err := grpc.Dial(c.address, grpc.WithTransportCredentials(insecure.NewCredentials()))
+	conn, err := grpc.Dial(c.address, grpc.WithTransportCredentials(insecure.NewCredentials()),
+		grpc.WithDefaultCallOptions(
+			grpc.MaxCallRecvMsgSize(50*1024*1024), // 50MB
+			grpc.MaxCallSendMsgSize(50*1024*1024), // 50MB
+		))
 	if err != nil {
 		return nil, err
 	}
@@ -236,7 +268,11 @@ func (c *Client) AudioTranscription(ctx context.Context, in *pb.TranscriptReques
 	defer c.setBusy(false)
 	c.wdMark()
 	defer c.wdUnMark()
-	conn, err := grpc.Dial(c.address, grpc.WithTransportCredentials(insecure.NewCredentials()))
+	conn, err := grpc.Dial(c.address, grpc.WithTransportCredentials(insecure.NewCredentials()),
+		grpc.WithDefaultCallOptions(
+			grpc.MaxCallRecvMsgSize(50*1024*1024), // 50MB
+			grpc.MaxCallSendMsgSize(50*1024*1024), // 50MB
+		))
 	if err != nil {
 		return nil, err
 	}
@@ -254,7 +290,11 @@ func (c *Client) TokenizeString(ctx context.Context, in *pb.PredictOptions, opts
 	defer c.setBusy(false)
 	c.wdMark()
 	defer c.wdUnMark()
-	conn, err := grpc.Dial(c.address, grpc.WithTransportCredentials(insecure.NewCredentials()))
+	conn, err := grpc.Dial(c.address, grpc.WithTransportCredentials(insecure.NewCredentials()),
+		grpc.WithDefaultCallOptions(
+			grpc.MaxCallRecvMsgSize(50*1024*1024), // 50MB
+			grpc.MaxCallSendMsgSize(50*1024*1024), // 50MB
+		))
 	if err != nil {
 		return nil, err
 	}
@@ -276,7 +316,11 @@ func (c *Client) Status(ctx context.Context) (*pb.StatusResponse, error) {
 	}
 	c.setBusy(true)
 	defer c.setBusy(false)
-	conn, err := grpc.Dial(c.address, grpc.WithTransportCredentials(insecure.NewCredentials()))
+	conn, err := grpc.Dial(c.address, grpc.WithTransportCredentials(insecure.NewCredentials()),
+		grpc.WithDefaultCallOptions(
+			grpc.MaxCallRecvMsgSize(50*1024*1024), // 50MB
+			grpc.MaxCallSendMsgSize(50*1024*1024), // 50MB
+		))
 	if err != nil {
 		return nil, err
 	}
@@ -294,7 +338,11 @@ func (c *Client) StoresSet(ctx context.Context, in *pb.StoresSetOptions, opts ..
 	defer c.setBusy(false)
 	c.wdMark()
 	defer c.wdUnMark()
-	conn, err := grpc.Dial(c.address, grpc.WithTransportCredentials(insecure.NewCredentials()))
+	conn, err := grpc.Dial(c.address, grpc.WithTransportCredentials(insecure.NewCredentials()),
+		grpc.WithDefaultCallOptions(
+			grpc.MaxCallRecvMsgSize(50*1024*1024), // 50MB
+			grpc.MaxCallSendMsgSize(50*1024*1024), // 50MB
+		))
 	if err != nil {
 		return nil, err
 	}
@@ -312,7 +360,11 @@ func (c *Client) StoresDelete(ctx context.Context, in *pb.StoresDeleteOptions, o
 	defer c.wdUnMark()
 	c.setBusy(true)
 	defer c.setBusy(false)
-	conn, err := grpc.Dial(c.address, grpc.WithTransportCredentials(insecure.NewCredentials()))
+	conn, err := grpc.Dial(c.address, grpc.WithTransportCredentials(insecure.NewCredentials()),
+		grpc.WithDefaultCallOptions(
+			grpc.MaxCallRecvMsgSize(50*1024*1024), // 50MB
+			grpc.MaxCallSendMsgSize(50*1024*1024), // 50MB
+		))
 	if err != nil {
 		return nil, err
 	}
@@ -330,7 +382,11 @@ func (c *Client) StoresGet(ctx context.Context, in *pb.StoresGetOptions, opts ..
 	defer c.setBusy(false)
 	c.wdMark()
 	defer c.wdUnMark()
-	conn, err := grpc.Dial(c.address, grpc.WithTransportCredentials(insecure.NewCredentials()))
+	conn, err := grpc.Dial(c.address, grpc.WithTransportCredentials(insecure.NewCredentials()),
+		grpc.WithDefaultCallOptions(
+			grpc.MaxCallRecvMsgSize(50*1024*1024), // 50MB
+			grpc.MaxCallSendMsgSize(50*1024*1024), // 50MB
+		))
 	if err != nil {
 		return nil, err
 	}
@@ -348,7 +404,11 @@ func (c *Client) StoresFind(ctx context.Context, in *pb.StoresFindOptions, opts
 	defer c.setBusy(false)
 	c.wdMark()
 	defer c.wdUnMark()
-	conn, err := grpc.Dial(c.address, grpc.WithTransportCredentials(insecure.NewCredentials()))
+	conn, err := grpc.Dial(c.address, grpc.WithTransportCredentials(insecure.NewCredentials()),
+		grpc.WithDefaultCallOptions(
+			grpc.MaxCallRecvMsgSize(50*1024*1024), // 50MB
+			grpc.MaxCallSendMsgSize(50*1024*1024), // 50MB
+		))
 	if err != nil {
 		return nil, err
 	}
@@ -366,7 +426,11 @@ func (c *Client) Rerank(ctx context.Context, in *pb.RerankRequest, opts ...grpc.
 	defer c.setBusy(false)
 	c.wdMark()
 	defer c.wdUnMark()
-	conn, err := grpc.Dial(c.address, grpc.WithTransportCredentials(insecure.NewCredentials()))
+	conn, err := grpc.Dial(c.address, grpc.WithTransportCredentials(insecure.NewCredentials()),
+		grpc.WithDefaultCallOptions(
+			grpc.MaxCallRecvMsgSize(50*1024*1024), // 50MB
+			grpc.MaxCallSendMsgSize(50*1024*1024), // 50MB
+		))
 	if err != nil {
 		return nil, err
 	}
@@ -384,7 +448,11 @@ func (c *Client) GetTokenMetrics(ctx context.Context, in *pb.MetricsRequest, opt
 	defer c.setBusy(false)
 	c.wdMark()
 	defer c.wdUnMark()
-	conn, err := grpc.Dial(c.address, grpc.WithTransportCredentials(insecure.NewCredentials()))
+	conn, err := grpc.Dial(c.address, grpc.WithTransportCredentials(insecure.NewCredentials()),
+		grpc.WithDefaultCallOptions(
+			grpc.MaxCallRecvMsgSize(50*1024*1024), // 50MB
+			grpc.MaxCallSendMsgSize(50*1024*1024), // 50MB
+		))
 	if err != nil {
 		return nil, err
 	}
@@ -402,7 +470,11 @@ func (c *Client) VAD(ctx context.Context, in *pb.VADRequest, opts ...grpc.CallOp
 	defer c.setBusy(false)
 	c.wdMark()
 	defer c.wdUnMark()
-	conn, err := grpc.Dial(c.address, grpc.WithTransportCredentials(insecure.NewCredentials()))
+	conn, err := grpc.Dial(c.address, grpc.WithTransportCredentials(insecure.NewCredentials()),
+		grpc.WithDefaultCallOptions(
+			grpc.MaxCallRecvMsgSize(50*1024*1024), // 50MB
+			grpc.MaxCallSendMsgSize(50*1024*1024), // 50MB
+		))
 	if err != nil {
 		return nil, err
 	}
diff --git a/pkg/grpc/server.go b/pkg/grpc/server.go
index 0b2a167f..b81c2c3a 100644
--- a/pkg/grpc/server.go
+++ b/pkg/grpc/server.go
@@ -244,7 +244,10 @@ func StartServer(address string, model LLM) error {
 	if err != nil {
 		return err
 	}
-	s := grpc.NewServer()
+	s := grpc.NewServer(
+		grpc.MaxRecvMsgSize(50*1024*1024), // 50MB
+		grpc.MaxSendMsgSize(50*1024*1024), // 50MB
+	)
 	pb.RegisterBackendServer(s, &server{llm: model})
 	log.Printf("gRPC Server listening at %v", lis.Addr())
 	if err := s.Serve(lis); err != nil {
@@ -259,7 +262,10 @@ func RunServer(address string, model LLM) (func() error, error) {
 	if err != nil {
 		return nil, err
 	}
-	s := grpc.NewServer()
+	s := grpc.NewServer(
+		grpc.MaxRecvMsgSize(50*1024*1024), // 50MB
+		grpc.MaxSendMsgSize(50*1024*1024), // 50MB
+	)
 	pb.RegisterBackendServer(s, &server{llm: model})
 	log.Printf("gRPC Server listening at %v", lis.Addr())
 	if err = s.Serve(lis); err != nil {

From 61cc76c4558d933e312f48b5220635b03eb9255d Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 19 Apr 2025 15:52:29 +0200
Subject: [PATCH 516/679] chore(autogptq): drop archived backend (#5214)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 .github/dependabot.yml                        |   4 -
 Dockerfile                                    |   5 +-
 Makefile                                      |  13 +-
 backend/backend.proto                         |   6 +-
 backend/python/autogptq/Makefile              |  17 --
 backend/python/autogptq/README.md             |   5 -
 backend/python/autogptq/backend.py            | 158 ------------------
 backend/python/autogptq/install.sh            |  14 --
 .../python/autogptq/requirements-cublas11.txt |   2 -
 .../python/autogptq/requirements-cublas12.txt |   1 -
 .../python/autogptq/requirements-hipblas.txt  |   2 -
 .../python/autogptq/requirements-intel.txt    |   6 -
 backend/python/autogptq/requirements.txt      |   6 -
 backend/python/autogptq/run.sh                |   4 -
 backend/python/autogptq/test.sh               |   6 -
 core/backend/options.go                       |   5 -
 core/config/backend_config.go                 |  11 --
 core/http/middleware/request.go               |   8 -
 core/schema/openai.go                         |   1 -
 core/schema/prediction.go                     |   2 -
 docs/content/docs/advanced/advanced-usage.md  |   8 -
 .../content/docs/features/GPU-acceleration.md |   1 -
 docs/content/docs/features/text-generation.md |  42 +----
 23 files changed, 5 insertions(+), 322 deletions(-)
 delete mode 100644 backend/python/autogptq/Makefile
 delete mode 100644 backend/python/autogptq/README.md
 delete mode 100755 backend/python/autogptq/backend.py
 delete mode 100755 backend/python/autogptq/install.sh
 delete mode 100644 backend/python/autogptq/requirements-cublas11.txt
 delete mode 100644 backend/python/autogptq/requirements-cublas12.txt
 delete mode 100644 backend/python/autogptq/requirements-hipblas.txt
 delete mode 100644 backend/python/autogptq/requirements-intel.txt
 delete mode 100644 backend/python/autogptq/requirements.txt
 delete mode 100755 backend/python/autogptq/run.sh
 delete mode 100755 backend/python/autogptq/test.sh

diff --git a/.github/dependabot.yml b/.github/dependabot.yml
index 570ac569..5e8f919b 100644
--- a/.github/dependabot.yml
+++ b/.github/dependabot.yml
@@ -29,10 +29,6 @@ updates:
     schedule:
       # Check for updates to GitHub Actions every weekday
       interval: "weekly"
-  - package-ecosystem: "pip"
-    directory: "/backend/python/autogptq"
-    schedule:
-      interval: "weekly"
   - package-ecosystem: "pip"
     directory: "/backend/python/bark"
     schedule:
diff --git a/Dockerfile b/Dockerfile
index 64861a8a..796a0d69 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -15,7 +15,7 @@ ARG TARGETARCH
 ARG TARGETVARIANT
 
 ENV DEBIAN_FRONTEND=noninteractive
-ENV EXTERNAL_GRPC_BACKENDS="coqui:/build/backend/python/coqui/run.sh,transformers:/build/backend/python/transformers/run.sh,rerankers:/build/backend/python/rerankers/run.sh,autogptq:/build/backend/python/autogptq/run.sh,bark:/build/backend/python/bark/run.sh,diffusers:/build/backend/python/diffusers/run.sh,faster-whisper:/build/backend/python/faster-whisper/run.sh,kokoro:/build/backend/python/kokoro/run.sh,vllm:/build/backend/python/vllm/run.sh,exllama2:/build/backend/python/exllama2/run.sh"
+ENV EXTERNAL_GRPC_BACKENDS="coqui:/build/backend/python/coqui/run.sh,transformers:/build/backend/python/transformers/run.sh,rerankers:/build/backend/python/rerankers/run.sh,bark:/build/backend/python/bark/run.sh,diffusers:/build/backend/python/diffusers/run.sh,faster-whisper:/build/backend/python/faster-whisper/run.sh,kokoro:/build/backend/python/kokoro/run.sh,vllm:/build/backend/python/vllm/run.sh,exllama2:/build/backend/python/exllama2/run.sh"
 
 RUN apt-get update && \
     apt-get install -y --no-install-recommends \
@@ -431,9 +431,6 @@ RUN if [[ ( "${EXTRA_BACKENDS}" =~ "kokoro" || -z "${EXTRA_BACKENDS}" ) && "$IMA
 RUN if [[ ( "${EXTRA_BACKENDS}" =~ "vllm" || -z "${EXTRA_BACKENDS}" ) && "$IMAGE_TYPE" == "extras" ]]; then \
         make -C backend/python/vllm \
     ; fi && \
-    if [[ ( "${EXTRA_BACKENDS}" =~ "autogptq" || -z "${EXTRA_BACKENDS}" ) && "$IMAGE_TYPE" == "extras" ]]; then \
-        make -C backend/python/autogptq \
-    ; fi && \
     if [[ ( "${EXTRA_BACKENDS}" =~ "bark" || -z "${EXTRA_BACKENDS}" ) && "$IMAGE_TYPE" == "extras" ]]; then \
         make -C backend/python/bark \
     ; fi && \
diff --git a/Makefile b/Makefile
index d858e574..394d3772 100644
--- a/Makefile
+++ b/Makefile
@@ -505,18 +505,10 @@ protogen-go-clean:
 	$(RM) bin/*
 
 .PHONY: protogen-python
-protogen-python: autogptq-protogen bark-protogen coqui-protogen diffusers-protogen exllama2-protogen rerankers-protogen transformers-protogen kokoro-protogen vllm-protogen faster-whisper-protogen
+protogen-python: bark-protogen coqui-protogen diffusers-protogen exllama2-protogen rerankers-protogen transformers-protogen kokoro-protogen vllm-protogen faster-whisper-protogen
 
 .PHONY: protogen-python-clean
-protogen-python-clean: autogptq-protogen-clean bark-protogen-clean coqui-protogen-clean diffusers-protogen-clean  exllama2-protogen-clean rerankers-protogen-clean transformers-protogen-clean kokoro-protogen-clean vllm-protogen-clean faster-whisper-protogen-clean
-
-.PHONY: autogptq-protogen
-autogptq-protogen:
-	$(MAKE) -C backend/python/autogptq protogen
-
-.PHONY: autogptq-protogen-clean
-autogptq-protogen-clean:
-	$(MAKE) -C backend/python/autogptq protogen-clean
+protogen-python-clean: bark-protogen-clean coqui-protogen-clean diffusers-protogen-clean  exllama2-protogen-clean rerankers-protogen-clean transformers-protogen-clean kokoro-protogen-clean vllm-protogen-clean faster-whisper-protogen-clean
 
 .PHONY: bark-protogen
 bark-protogen:
@@ -593,7 +585,6 @@ vllm-protogen-clean:
 ## GRPC
 # Note: it is duplicated in the Dockerfile
 prepare-extra-conda-environments: protogen-python
-	$(MAKE) -C backend/python/autogptq
 	$(MAKE) -C backend/python/bark
 	$(MAKE) -C backend/python/coqui
 	$(MAKE) -C backend/python/diffusers
diff --git a/backend/backend.proto b/backend/backend.proto
index cbb81c66..d5028efa 100644
--- a/backend/backend.proto
+++ b/backend/backend.proto
@@ -190,11 +190,7 @@ message ModelOptions {
   int32 NGQA = 20;
   string ModelFile = 21;
 
-  // AutoGPTQ
-  string Device = 22;
-  bool UseTriton = 23;
-  string ModelBaseName = 24;
-  bool UseFastTokenizer = 25;
+
 
   // Diffusers
   string PipelineType = 26;
diff --git a/backend/python/autogptq/Makefile b/backend/python/autogptq/Makefile
deleted file mode 100644
index e2662b7a..00000000
--- a/backend/python/autogptq/Makefile
+++ /dev/null
@@ -1,17 +0,0 @@
-.PHONY: autogptq
-autogptq: protogen
-	bash install.sh
-
-.PHONY: protogen
-protogen: backend_pb2_grpc.py backend_pb2.py
-
-.PHONY: protogen-clean
-protogen-clean:
-	$(RM) backend_pb2_grpc.py backend_pb2.py
-
-backend_pb2_grpc.py backend_pb2.py:
-	python3 -m grpc_tools.protoc -I../.. --python_out=. --grpc_python_out=. backend.proto
-
-.PHONY: clean
-clean: protogen-clean
-	rm -rf venv __pycache__
\ No newline at end of file
diff --git a/backend/python/autogptq/README.md b/backend/python/autogptq/README.md
deleted file mode 100644
index 4a5480f1..00000000
--- a/backend/python/autogptq/README.md
+++ /dev/null
@@ -1,5 +0,0 @@
-# Creating a separate environment for the autogptq project
-
-```
-make autogptq
-```
diff --git a/backend/python/autogptq/backend.py b/backend/python/autogptq/backend.py
deleted file mode 100755
index 3b5515cb..00000000
--- a/backend/python/autogptq/backend.py
+++ /dev/null
@@ -1,158 +0,0 @@
-#!/usr/bin/env python3
-from concurrent import futures
-import argparse
-import signal
-import sys
-import os
-import time
-import base64
-
-import grpc
-import backend_pb2
-import backend_pb2_grpc
-
-from auto_gptq import AutoGPTQForCausalLM
-from transformers import AutoTokenizer, AutoModelForCausalLM
-from transformers import TextGenerationPipeline
-
-_ONE_DAY_IN_SECONDS = 60 * 60 * 24
-
-# If MAX_WORKERS are specified in the environment use it, otherwise default to 1
-MAX_WORKERS = int(os.environ.get('PYTHON_GRPC_MAX_WORKERS', '1'))
-
-# Implement the BackendServicer class with the service methods
-class BackendServicer(backend_pb2_grpc.BackendServicer):
-    def Health(self, request, context):
-        return backend_pb2.Reply(message=bytes("OK", 'utf-8'))
-    def LoadModel(self, request, context):
-        try:
-            device = "cuda:0"
-            if request.Device != "":
-                device = request.Device
-
-            # support loading local model files
-            model_path = os.path.join(os.environ.get('MODELS_PATH', './'), request.Model)
-            tokenizer = AutoTokenizer.from_pretrained(model_path, use_fast=True, trust_remote_code=request.TrustRemoteCode)
-
-            # support model `Qwen/Qwen-VL-Chat-Int4`
-            if "qwen-vl" in request.Model.lower():
-                self.model_name = "Qwen-VL-Chat"
-                model = AutoModelForCausalLM.from_pretrained(model_path, 
-                    trust_remote_code=request.TrustRemoteCode,
-                    device_map="auto").eval()
-            else:
-                model = AutoGPTQForCausalLM.from_quantized(model_path,
-                    model_basename=request.ModelBaseName,
-                    use_safetensors=True,
-                    trust_remote_code=request.TrustRemoteCode,
-                    device=device,
-                    use_triton=request.UseTriton,
-                    quantize_config=None)
-            
-            self.model = model
-            self.tokenizer = tokenizer
-        except Exception as err:
-            return backend_pb2.Result(success=False, message=f"Unexpected {err=}, {type(err)=}")
-        return backend_pb2.Result(message="Model loaded successfully", success=True)
-
-    def Predict(self, request, context):
-        penalty = 1.0
-        if request.Penalty != 0.0:
-            penalty = request.Penalty
-        tokens = 512
-        if request.Tokens != 0:
-            tokens = request.Tokens
-        top_p = 0.95
-        if request.TopP != 0.0:
-            top_p = request.TopP
-
-        
-        prompt_images = self.recompile_vl_prompt(request)
-        compiled_prompt = prompt_images[0]
-        print(f"Prompt: {compiled_prompt}", file=sys.stderr)
-
-        # Implement Predict RPC
-        pipeline = TextGenerationPipeline(
-            model=self.model, 
-            tokenizer=self.tokenizer,
-            max_new_tokens=tokens,
-            temperature=request.Temperature,
-            top_p=top_p,
-            repetition_penalty=penalty,
-            )
-        t = pipeline(compiled_prompt)[0]["generated_text"]
-        print(f"generated_text: {t}", file=sys.stderr)
-        
-        if compiled_prompt in t:
-            t = t.replace(compiled_prompt, "")
-        # house keeping. Remove the image files from /tmp folder
-        for img_path in prompt_images[1]:
-            try:
-                os.remove(img_path)
-            except Exception as e:
-                print(f"Error removing image file: {img_path}, {e}", file=sys.stderr)
-
-        return backend_pb2.Result(message=bytes(t, encoding='utf-8'))
-
-    def PredictStream(self, request, context):
-        # Implement PredictStream RPC
-        #for reply in some_data_generator():
-        #    yield reply
-        # Not implemented yet
-        return self.Predict(request, context)
-
-    def recompile_vl_prompt(self, request):
-        prompt = request.Prompt
-        image_paths = []
-
-        if "qwen-vl" in self.model_name.lower():
-            # request.Images is an array which contains base64 encoded images. Iterate the request.Images array, decode and save each image to /tmp folder with a random filename.
-            # Then, save the image file paths to an array "image_paths".
-            # read "request.Prompt", replace "[img-%d]" with the image file paths in the order they appear in "image_paths". Save the new prompt to "prompt".
-            for i, img in enumerate(request.Images):
-                timestamp = str(int(time.time() * 1000))  # Generate timestamp
-                img_path = f"/tmp/vl-{timestamp}.jpg"  # Use timestamp in filename
-                with open(img_path, "wb") as f:
-                    f.write(base64.b64decode(img))
-                image_paths.append(img_path)
-                prompt = prompt.replace(f"[img-{i}]", "<img>" + img_path + "</img>,")
-        else:
-            prompt = request.Prompt
-        return (prompt, image_paths)
-
-def serve(address):
-    server = grpc.server(futures.ThreadPoolExecutor(max_workers=MAX_WORKERS),
-        options=[
-            ('grpc.max_message_length', 50 * 1024 * 1024),  # 50MB
-            ('grpc.max_send_message_length', 50 * 1024 * 1024),  # 50MB
-            ('grpc.max_receive_message_length', 50 * 1024 * 1024),  # 50MB
-        ])
-    backend_pb2_grpc.add_BackendServicer_to_server(BackendServicer(), server)
-    server.add_insecure_port(address)
-    server.start()
-    print("Server started. Listening on: " + address, file=sys.stderr)
-
-    # Define the signal handler function
-    def signal_handler(sig, frame):
-        print("Received termination signal. Shutting down...")
-        server.stop(0)
-        sys.exit(0)
-
-    # Set the signal handlers for SIGINT and SIGTERM
-    signal.signal(signal.SIGINT, signal_handler)
-    signal.signal(signal.SIGTERM, signal_handler)
-
-    try:
-        while True:
-            time.sleep(_ONE_DAY_IN_SECONDS)
-    except KeyboardInterrupt:
-        server.stop(0)
-
-if __name__ == "__main__":
-    parser = argparse.ArgumentParser(description="Run the gRPC server.")
-    parser.add_argument(
-        "--addr", default="localhost:50051", help="The address to bind the server to."
-    )
-    args = parser.parse_args()
-
-    serve(args.addr)
\ No newline at end of file
diff --git a/backend/python/autogptq/install.sh b/backend/python/autogptq/install.sh
deleted file mode 100755
index 36443ef1..00000000
--- a/backend/python/autogptq/install.sh
+++ /dev/null
@@ -1,14 +0,0 @@
-#!/bin/bash
-set -e
-
-source $(dirname $0)/../common/libbackend.sh
-
-# This is here because the Intel pip index is broken and returns 200 status codes for every package name, it just doesn't return any package links.
-# This makes uv think that the package exists in the Intel pip index, and by default it stops looking at other pip indexes once it finds a match.
-# We need uv to continue falling through to the pypi default index to find optimum[openvino] in the pypi index
-# the --upgrade actually allows us to *downgrade* torch to the version provided in the Intel pip index
-if [ "x${BUILD_PROFILE}" == "xintel" ]; then
-    EXTRA_PIP_INSTALL_FLAGS+=" --upgrade --index-strategy=unsafe-first-match"
-fi
-
-installRequirements
diff --git a/backend/python/autogptq/requirements-cublas11.txt b/backend/python/autogptq/requirements-cublas11.txt
deleted file mode 100644
index cf469472..00000000
--- a/backend/python/autogptq/requirements-cublas11.txt
+++ /dev/null
@@ -1,2 +0,0 @@
---extra-index-url https://download.pytorch.org/whl/cu118
-torch==2.4.1+cu118
diff --git a/backend/python/autogptq/requirements-cublas12.txt b/backend/python/autogptq/requirements-cublas12.txt
deleted file mode 100644
index 20f84cf7..00000000
--- a/backend/python/autogptq/requirements-cublas12.txt
+++ /dev/null
@@ -1 +0,0 @@
-torch==2.4.1
\ No newline at end of file
diff --git a/backend/python/autogptq/requirements-hipblas.txt b/backend/python/autogptq/requirements-hipblas.txt
deleted file mode 100644
index ecd817dc..00000000
--- a/backend/python/autogptq/requirements-hipblas.txt
+++ /dev/null
@@ -1,2 +0,0 @@
---extra-index-url https://download.pytorch.org/whl/rocm6.0
-torch==2.4.1+rocm6.0
\ No newline at end of file
diff --git a/backend/python/autogptq/requirements-intel.txt b/backend/python/autogptq/requirements-intel.txt
deleted file mode 100644
index 07b502eb..00000000
--- a/backend/python/autogptq/requirements-intel.txt
+++ /dev/null
@@ -1,6 +0,0 @@
---extra-index-url https://pytorch-extension.intel.com/release-whl/stable/xpu/us/
-intel-extension-for-pytorch==2.3.110+xpu
-torch==2.3.1+cxx11.abi
-oneccl_bind_pt==2.3.100+xpu
-optimum[openvino]
-setuptools
\ No newline at end of file
diff --git a/backend/python/autogptq/requirements.txt b/backend/python/autogptq/requirements.txt
deleted file mode 100644
index 4b879746..00000000
--- a/backend/python/autogptq/requirements.txt
+++ /dev/null
@@ -1,6 +0,0 @@
-accelerate
-auto-gptq==0.7.1
-grpcio==1.71.0
-protobuf
-certifi
-transformers
\ No newline at end of file
diff --git a/backend/python/autogptq/run.sh b/backend/python/autogptq/run.sh
deleted file mode 100755
index 375c07e5..00000000
--- a/backend/python/autogptq/run.sh
+++ /dev/null
@@ -1,4 +0,0 @@
-#!/bin/bash
-source $(dirname $0)/../common/libbackend.sh
-
-startBackend $@
\ No newline at end of file
diff --git a/backend/python/autogptq/test.sh b/backend/python/autogptq/test.sh
deleted file mode 100755
index 6940b066..00000000
--- a/backend/python/autogptq/test.sh
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/bin/bash
-set -e
-
-source $(dirname $0)/../common/libbackend.sh
-
-runUnittests
diff --git a/core/backend/options.go b/core/backend/options.go
index 7a7a69bb..56cf3385 100644
--- a/core/backend/options.go
+++ b/core/backend/options.go
@@ -184,11 +184,6 @@ func grpcModelOpts(c config.BackendConfig) *pb.ModelOptions {
 		MainGPU:             c.MainGPU,
 		Threads:             int32(*c.Threads),
 		TensorSplit:         c.TensorSplit,
-		// AutoGPTQ
-		ModelBaseName:    c.AutoGPTQ.ModelBaseName,
-		Device:           c.AutoGPTQ.Device,
-		UseTriton:        c.AutoGPTQ.Triton,
-		UseFastTokenizer: c.AutoGPTQ.UseFastTokenizer,
 		// RWKV
 		Tokenizer: c.Tokenizer,
 	}
diff --git a/core/config/backend_config.go b/core/config/backend_config.go
index 47ba4958..2c022912 100644
--- a/core/config/backend_config.go
+++ b/core/config/backend_config.go
@@ -50,9 +50,6 @@ type BackendConfig struct {
 	// LLM configs (GPT4ALL, Llama.cpp, ...)
 	LLMConfig `yaml:",inline"`
 
-	// AutoGPTQ specifics
-	AutoGPTQ AutoGPTQ `yaml:"autogptq"`
-
 	// Diffusers
 	Diffusers Diffusers `yaml:"diffusers"`
 	Step      int       `yaml:"step"`
@@ -176,14 +173,6 @@ type LimitMMPerPrompt struct {
 	LimitAudioPerPrompt int `yaml:"audio"`
 }
 
-// AutoGPTQ is a struct that holds the configuration specific to the AutoGPTQ backend
-type AutoGPTQ struct {
-	ModelBaseName    string `yaml:"model_base_name"`
-	Device           string `yaml:"device"`
-	Triton           bool   `yaml:"triton"`
-	UseFastTokenizer bool   `yaml:"use_fast_tokenizer"`
-}
-
 // TemplateConfig is a struct that holds the configuration of the templating system
 type TemplateConfig struct {
 	// Chat is the template used in the chat completion endpoint
diff --git a/core/http/middleware/request.go b/core/http/middleware/request.go
index ae357e7b..b6934a82 100644
--- a/core/http/middleware/request.go
+++ b/core/http/middleware/request.go
@@ -203,18 +203,10 @@ func mergeOpenAIRequestAndBackendConfig(config *config.BackendConfig, input *sch
 		config.Diffusers.ClipSkip = input.ClipSkip
 	}
 
-	if input.ModelBaseName != "" {
-		config.AutoGPTQ.ModelBaseName = input.ModelBaseName
-	}
-
 	if input.NegativePromptScale != 0 {
 		config.NegativePromptScale = input.NegativePromptScale
 	}
 
-	if input.UseFastTokenizer {
-		config.UseFastTokenizer = input.UseFastTokenizer
-	}
-
 	if input.NegativePrompt != "" {
 		config.NegativePrompt = input.NegativePrompt
 	}
diff --git a/core/schema/openai.go b/core/schema/openai.go
index e445bee1..8eb20364 100644
--- a/core/schema/openai.go
+++ b/core/schema/openai.go
@@ -202,7 +202,6 @@ type OpenAIRequest struct {
 
 	Backend string `json:"backend" yaml:"backend"`
 
-	// AutoGPTQ
 	ModelBaseName string `json:"model_base_name" yaml:"model_base_name"`
 }
 
diff --git a/core/schema/prediction.go b/core/schema/prediction.go
index 15785f19..a75c7ab1 100644
--- a/core/schema/prediction.go
+++ b/core/schema/prediction.go
@@ -41,8 +41,6 @@ type PredictionOptions struct {
 	RopeFreqBase        float32 `json:"rope_freq_base" yaml:"rope_freq_base"`
 	RopeFreqScale       float32 `json:"rope_freq_scale" yaml:"rope_freq_scale"`
 	NegativePromptScale float32 `json:"negative_prompt_scale" yaml:"negative_prompt_scale"`
-	// AutoGPTQ
-	UseFastTokenizer bool `json:"use_fast_tokenizer" yaml:"use_fast_tokenizer"`
 
 	// Diffusers
 	ClipSkip int `json:"clip_skip" yaml:"clip_skip"`
diff --git a/docs/content/docs/advanced/advanced-usage.md b/docs/content/docs/advanced/advanced-usage.md
index 62c19aba..3a370054 100644
--- a/docs/content/docs/advanced/advanced-usage.md
+++ b/docs/content/docs/advanced/advanced-usage.md
@@ -268,14 +268,6 @@ yarn_ext_factor: 0
 yarn_attn_factor: 0
 yarn_beta_fast: 0
 yarn_beta_slow: 0
-
-# AutoGPT-Q settings, for configurations specific to GPT models.
-autogptq:
-    model_base_name: "" # Base name of the model.
-    device: "" # Device to run the model on.
-    triton: false # Whether to use Triton Inference Server.
-    use_fast_tokenizer: false # Whether to use a fast tokenizer for quicker processing.
-
 # configuration for diffusers model
 diffusers:
     cuda: false # Whether to use CUDA
diff --git a/docs/content/docs/features/GPU-acceleration.md b/docs/content/docs/features/GPU-acceleration.md
index c4160738..9dc81aad 100644
--- a/docs/content/docs/features/GPU-acceleration.md
+++ b/docs/content/docs/features/GPU-acceleration.md
@@ -147,7 +147,6 @@ The devices in the following list have been tested with `hipblas` images running
 | diffusers | yes | Radeon VII (gfx906) |
 | piper | yes | Radeon VII (gfx906) |
 | whisper | no | none |
-| autogptq | no | none |
 | bark | no | none |
 | coqui | no | none |
 | transformers | no | none |
diff --git a/docs/content/docs/features/text-generation.md b/docs/content/docs/features/text-generation.md
index 342b8e76..c4e637f7 100644
--- a/docs/content/docs/features/text-generation.md
+++ b/docs/content/docs/features/text-generation.md
@@ -74,49 +74,9 @@ curl http://localhost:8080/v1/models
 
 ## Backends
 
-### AutoGPTQ
-
-[AutoGPTQ](https://github.com/PanQiWei/AutoGPTQ) is an easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.
-
-#### Prerequisites
-
-This is an extra backend - in the container images is already available and there is nothing to do for the setup.
-
-If you are building LocalAI locally, you need to install [AutoGPTQ manually](https://github.com/PanQiWei/AutoGPTQ#quick-installation).
-
-
-#### Model setup
-
-The models are automatically downloaded from `huggingface` if not present the first time. It is possible to define models via `YAML` config file, or just by querying the endpoint with the `huggingface` repository model name. For example, create a `YAML` config file in `models/`:
-
-```
-name: orca
-backend: autogptq
-model_base_name: "orca_mini_v2_13b-GPTQ-4bit-128g.no-act.order"
-parameters:
-  model: "TheBloke/orca_mini_v2_13b-GPTQ"
-# ...
-```
-
-Test with:
-
-```bash
-curl http://localhost:8080/v1/chat/completions -H "Content-Type: application/json" -d '{                                                                                                         
-   "model": "orca",
-   "messages": [{"role": "user", "content": "How are you?"}],
-   "temperature": 0.1
- }'
-```
 ### RWKV
 
-A full example on how to run a rwkv model is in the [examples](https://github.com/go-skynet/LocalAI/tree/master/examples/rwkv).
-
-Note: rwkv models needs to specify the backend `rwkv` in the YAML config files and have an associated tokenizer along that needs to be provided with it:
-
-```
-36464540 -rw-r--r--  1 mudler mudler 1.2G May  3 10:51 rwkv_small
-36464543 -rw-r--r--  1 mudler mudler 2.4M May  3 10:51 rwkv_small.tokenizer.json
-```
+RWKV support is available through llama.cpp (see below)
 
 ### llama.cpp
 

From ba09eaea1b4598c14640183bafe57fa653665a36 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Sat, 19 Apr 2025 22:06:30 +0200
Subject: [PATCH 517/679] feat(swagger): update swagger (#5217)

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 swagger/docs.go      | 5 -----
 swagger/swagger.json | 5 -----
 swagger/swagger.yaml | 4 ----
 3 files changed, 14 deletions(-)

diff --git a/swagger/docs.go b/swagger/docs.go
index 2489d1a0..554a9baa 100644
--- a/swagger/docs.go
+++ b/swagger/docs.go
@@ -1636,7 +1636,6 @@ const docTemplate = `{
                     "type": "string"
                 },
                 "model_base_name": {
-                    "description": "AutoGPTQ",
                     "type": "string"
                 },
                 "n": {
@@ -1720,10 +1719,6 @@ const docTemplate = `{
                 },
                 "typical_p": {
                     "type": "number"
-                },
-                "use_fast_tokenizer": {
-                    "description": "AutoGPTQ",
-                    "type": "boolean"
                 }
             }
         },
diff --git a/swagger/swagger.json b/swagger/swagger.json
index 163539a5..4ee4a04a 100644
--- a/swagger/swagger.json
+++ b/swagger/swagger.json
@@ -1629,7 +1629,6 @@
                     "type": "string"
                 },
                 "model_base_name": {
-                    "description": "AutoGPTQ",
                     "type": "string"
                 },
                 "n": {
@@ -1713,10 +1712,6 @@
                 },
                 "typical_p": {
                     "type": "number"
-                },
-                "use_fast_tokenizer": {
-                    "description": "AutoGPTQ",
-                    "type": "boolean"
                 }
             }
         },
diff --git a/swagger/swagger.yaml b/swagger/swagger.yaml
index cfee57a9..c3dbe0c4 100644
--- a/swagger/swagger.yaml
+++ b/swagger/swagger.yaml
@@ -555,7 +555,6 @@ definitions:
       model:
         type: string
       model_base_name:
-        description: AutoGPTQ
         type: string
       "n":
         description: Also part of the OpenAI official spec. use it for returning multiple
@@ -616,9 +615,6 @@ definitions:
         type: boolean
       typical_p:
         type: number
-      use_fast_tokenizer:
-        description: AutoGPTQ
-        type: boolean
     required:
     - file
     type: object

From e495b89f18412c77a0d05422cab03d39511d67cd Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Sun, 20 Apr 2025 01:50:35 +0200
Subject: [PATCH 518/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `00137157fca3d17b90380762b4d7cc158d385bd3` (#5218)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 394d3772..c7289e75 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=6408210082cc0a61b992b487be7e2ff2efbb9e36
+CPPLLAMA_VERSION?=00137157fca3d17b90380762b4d7cc158d385bd3
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 4bc4b1e8bcfe7cd5592cd7098ab67476bea10207 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@localai.io>
Date: Sun, 20 Apr 2025 10:11:12 +0200
Subject: [PATCH 519/679] chore(model gallery) update gemma3 qat models

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 28 ++++++++++++++--------------
 1 file changed, 14 insertions(+), 14 deletions(-)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 8dfd5bb0..2e3ed9c3 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -82,7 +82,7 @@
   name: "gemma-3-12b-it-qat"
   urls:
     - https://huggingface.co/google/gemma-3-12b-it
-    - https://huggingface.co/vinimuchulski/gemma-3-12b-it-qat-q4_0-gguf
+    - https://huggingface.co/bartowski/google_gemma-3-12b-it-qat-GGUF
   description: |
     This model corresponds to the 12B instruction-tuned version of the Gemma 3 model in GGUF format using Quantization Aware Training (QAT). The GGUF corresponds to Q4_0 quantization.
 
@@ -91,16 +91,16 @@
     You can find the half-precision version here.
   overrides:
     parameters:
-      model: gemma-3-12b-it-q4_0.gguf
+      model: google_gemma-3-12b-it-qat-Q4_0.gguf
   files:
-    - filename: gemma-3-12b-it-q4_0.gguf
-      sha256: 6f1bb5f455414f7b46482bda51cbfdbf19786e21a5498c4403fdfc03d09b045c
-      uri: huggingface://vinimuchulski/gemma-3-12b-it-qat-q4_0-gguf/gemma-3-12b-it-q4_0.gguf
+    - filename: google_gemma-3-12b-it-qat-Q4_0.gguf
+      sha256: 2ad4c9ce431a2d5b80af37983828c2cfb8f4909792ca5075e0370e3a71ca013d
+      uri: huggingface://bartowski/google_gemma-3-12b-it-qat-GGUF/google_gemma-3-12b-it-qat-Q4_0.gguf
 - !!merge <<: *gemma3
   name: "gemma-3-4b-it-qat"
   urls:
     - https://huggingface.co/google/gemma-3-4b-it
-    - https://huggingface.co/vinimuchulski/gemma-3-4b-it-qat-q4_0-gguf
+    - https://huggingface.co/bartowski/google_gemma-3-4b-it-qat-GGUF
   description: |
     This model corresponds to the 4B instruction-tuned version of the Gemma 3 model in GGUF format using Quantization Aware Training (QAT). The GGUF corresponds to Q4_0 quantization.
 
@@ -109,16 +109,16 @@
     You can find the half-precision version here.
   overrides:
     parameters:
-      model: gemma-3-4b-it-q4_0.gguf
+      model: google_gemma-3-4b-it-qat-Q4_0.gguf
   files:
-    - filename: gemma-3-4b-it-q4_0.gguf
-      sha256: 2ca493d426ffcb43db27132f183a0230eda4a3621e58b328d55b665f1937a317
-      uri: huggingface://vinimuchulski/gemma-3-4b-it-qat-q4_0-gguf/gemma-3-4b-it-q4_0.gguf
+    - filename: google_gemma-3-4b-it-qat-Q4_0.gguf
+      sha256:	0231e2cba887f4c7834c39b34251e26b2eebbb71dfac0f7e6e2b2c2531c1a583
+      uri: huggingface://bartowski/google_gemma-3-4b-it-qat-GGUF/google_gemma-3-4b-it-qat-Q4_0.gguf
 - !!merge <<: *gemma3
   name: "gemma-3-27b-it-qat"
   urls:
     - https://huggingface.co/google/gemma-3-27b-it
-    - https://huggingface.co/vinimuchulski/gemma-3-27b-it-qat-q4_0-gguf
+    - https://huggingface.co/bartowski/google_gemma-3-27b-it-qat-GGUF
   description: |
     This model corresponds to the 27B instruction-tuned version of the Gemma 3 model in GGUF format using Quantization Aware Training (QAT). The GGUF corresponds to Q4_0 quantization.
 
@@ -127,11 +127,11 @@
     You can find the half-precision version here.
   overrides:
     parameters:
-      model: gemma-3-27b-it-q4_0.gguf
+      model: google_gemma-3-27b-it-qat-Q4_0.gguf
   files:
     - filename: gemma-3-27b-it-q4_0.gguf
-      sha256: 45e586879bc5f5d7a5b6527e812952057ce916d9fc7ba16f7262ec9972c9e2a2
-      uri: huggingface://vinimuchulski/gemma-3-27b-it-qat-q4_0-gguf/gemma-3-27b-it-q4_0.gguf
+      sha256: 4f1e32db877a9339df2d6529c1635570425cbe81f0aa3f7dd5d1452f2e632b42
+      uri: huggingface://bartowski/google_gemma-3-27b-it-qat-GGUF/google_gemma-3-27b-it-qat-Q4_0.gguf
 - !!merge <<: *gemma3
   name: "qgallouedec_gemma-3-27b-it-codeforces-sft"
   urls:

From 7fc37c5e29b6e5625b5cafd11f352554c80ef3f1 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 20 Apr 2025 10:20:58 +0200
Subject: [PATCH 520/679] chore(model gallery) add llama_3.3_70b_darkhorse-i1
 (#5222)

chore(model gallery): add llama_3.3_70b_darkhorse-i1

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 25 ++++++++++++++++++++++++-
 1 file changed, 24 insertions(+), 1 deletion(-)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 2e3ed9c3..6c16677d 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -112,7 +112,7 @@
       model: google_gemma-3-4b-it-qat-Q4_0.gguf
   files:
     - filename: google_gemma-3-4b-it-qat-Q4_0.gguf
-      sha256:	0231e2cba887f4c7834c39b34251e26b2eebbb71dfac0f7e6e2b2c2531c1a583
+      sha256: 0231e2cba887f4c7834c39b34251e26b2eebbb71dfac0f7e6e2b2c2531c1a583
       uri: huggingface://bartowski/google_gemma-3-4b-it-qat-GGUF/google_gemma-3-4b-it-qat-Q4_0.gguf
 - !!merge <<: *gemma3
   name: "gemma-3-27b-it-qat"
@@ -1598,6 +1598,29 @@
     - filename: deepcogito_cogito-v1-preview-llama-70B-Q4_K_M.gguf
       sha256: d1deaf80c649e2a9446463cf5e1f7c026583647f46e3940d2b405a57cc685225
       uri: huggingface://bartowski/deepcogito_cogito-v1-preview-llama-70B-GGUF/deepcogito_cogito-v1-preview-llama-70B-Q4_K_M.gguf
+- !!merge <<: *llama33
+  name: "llama_3.3_70b_darkhorse-i1"
+  urls:
+    - https://huggingface.co/Nexesenex/Llama_3.3_70b_DarkHorse
+    - https://huggingface.co/mradermacher/Llama_3.3_70b_DarkHorse-i1-GGUF
+  description: |
+    Dark coloration L3.3 merge, to be included in my merges. Can also be tried as a standalone to have a darker Llama Experience, but I didn't take the time.
+    Edit : I took the time, and it meets its purpose.
+
+        It's average on the basic metrics (smarts, perplexity), but it's not woke and unhinged indeed.
+        The model is not abliterated, though. It has refusals on the usual point-blank questions.
+        I will play with it more, because it has potential.
+
+    My note : 3/5 as a standalone. 4/5 as a merge brick.
+
+    Warning : this model can be brutal and vulgar, more than most of my previous merges.
+  overrides:
+    parameters:
+      model: Llama_3.3_70b_DarkHorse.i1-Q4_K_M.gguf
+  files:
+    - filename: Llama_3.3_70b_DarkHorse.i1-Q4_K_M.gguf
+      sha256: 413a0b9203326ea78fdbdcfd89a3e0475a18f0f73fee3a6bfe1327e7b48942e2
+      uri: huggingface://mradermacher/Llama_3.3_70b_DarkHorse-i1-GGUF/Llama_3.3_70b_DarkHorse.i1-Q4_K_M.gguf
 - &rwkv
   url: "github:mudler/LocalAI/gallery/rwkv.yaml@master"
   name: "rwkv-6-world-7b"

From 9fa8ed6b1e527a25bd26d8dfbb5633213ea0c855 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 20 Apr 2025 10:23:24 +0200
Subject: [PATCH 521/679] chore(model gallery) add amoral-gemma3-1b-v2 (#5223)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 25 +++++++++++++++++++++++++
 1 file changed, 25 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 6c16677d..808706e2 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -531,6 +531,31 @@
     - filename: gemma-3-27b-it-q4_0_s.gguf
       sha256: cc4e41e3df2bf7fd3827bea7e98f28cecc59d7bd1c6b7b4fa10fc52a5659f3eb
       uri: huggingface://stduhpf/google-gemma-3-27b-it-qat-q4_0-gguf-small/gemma-3-27b-it-q4_0_s.gguf
+- !!merge <<: *gemma3
+  name: "amoral-gemma3-1b-v2"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/62f93f9477b722f1866398c2/eNraUCUocrOhowWdIdtod.png
+  urls:
+    - https://huggingface.co/soob3123/amoral-gemma3-1B-v2
+    - https://huggingface.co/mradermacher/amoral-gemma3-1B-v2-GGUF
+  description: |
+    Core Function:
+
+    Produces analytically neutral responses to sensitive queries
+    Maintains factual integrity on controversial subjects
+    Avoids value-judgment phrasing patterns
+
+    Response Characteristics:
+
+        No inherent moral framing ("evil slop" reduction)
+        Emotionally neutral tone enforcement
+        Epistemic humility protocols (avoids "thrilling", "wonderful", etc.)
+  overrides:
+    parameters:
+      model: amoral-gemma3-1B-v2.Q4_K_M.gguf
+  files:
+    - filename: amoral-gemma3-1B-v2.Q4_K_M.gguf
+      sha256: 7f2167d91409cabaf0a42e41e833a6ca055c841a37d8d829e11db81fdaed5e4c
+      uri: huggingface://mradermacher/amoral-gemma3-1B-v2-GGUF/amoral-gemma3-1B-v2.Q4_K_M.gguf
 - &llama4
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master"
   icon: https://avatars.githubusercontent.com/u/153379578

From f2f788fe606b3ab86d5c2a66724053a1a0604adb Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 20 Apr 2025 10:26:30 +0200
Subject: [PATCH 522/679] chore(model gallery): add starrysky-12b-i1 (#5224)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 20 ++++++++++++++++++++
 1 file changed, 20 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 808706e2..66db118b 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -10359,6 +10359,26 @@
     - filename: dreamgen_lucid-v1-nemo-Q4_K_M.gguf
       sha256: b9cbd018895a76805ea8b8d2a499b3221044ce2df2a06ed858b61caba11b81dc
       uri: huggingface://bartowski/dreamgen_lucid-v1-nemo-GGUF/dreamgen_lucid-v1-nemo-Q4_K_M.gguf
+- !!merge <<: *mistral03
+  name: "starrysky-12b-i1"
+  url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
+  icon: https://huggingface.co/yamatazen/StarrySky-12B/resolve/main/StarrySky-12B.png?download=true
+  urls:
+    - https://huggingface.co/yamatazen/StarrySky-12B
+    - https://huggingface.co/mradermacher/StarrySky-12B-i1-GGUF
+  description: |
+    This is a Mistral model with ChatML tokens added to the tokenizer.
+    The following models were included in the merge:
+
+    Elizezen/Himeyuri-v0.1-12B
+    inflatebot/MN-12B-Mag-Mell-R1
+  overrides:
+    parameters:
+      model: StarrySky-12B.i1-Q4_K_M.gguf
+  files:
+    - filename: StarrySky-12B.i1-Q4_K_M.gguf
+      sha256: 70ebfbf0e6f9273f3c3fd725b8a44c93aab9d794b2b6ab616fe94ad52524c6c2
+      uri: huggingface://mradermacher/StarrySky-12B-i1-GGUF/StarrySky-12B.i1-Q4_K_M.gguf
 - &mudler
   url: "github:mudler/LocalAI/gallery/mudler.yaml@master" ### START mudler's LocalAI specific-models
   name: "LocalAI-llama3-8b-function-call-v0.2"

From 378161060cd70d51ca90ff9cab19fd65e27dce90 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Sun, 20 Apr 2025 23:44:33 +0200
Subject: [PATCH 523/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `6602304814e679cc8c162bb760a034aceb4f8965` (#5228)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index c7289e75..48ba4d91 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=00137157fca3d17b90380762b4d7cc158d385bd3
+CPPLLAMA_VERSION?=6602304814e679cc8c162bb760a034aceb4f8965
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From cc3df759f8cc54a2ef65c02b0f3a8fa7719bbb5d Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 21 Apr 2025 22:11:43 +0200
Subject: [PATCH 524/679] chore(docs): improve installer.sh docs (#5232)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 README.md                                     |  3 ++
 docs/content/docs/advanced/installer.md       |  8 +++++
 .../docs/getting-started/quickstart.md        |  5 +++-
 docs/static/install.sh                        | 30 +++++++++++++++----
 4 files changed, 39 insertions(+), 7 deletions(-)

diff --git a/README.md b/README.md
index be1f58e6..c6fc63f2 100644
--- a/README.md
+++ b/README.md
@@ -103,9 +103,12 @@
 Run the installer script:
 
 ```bash
+# Basic installation
 curl https://localai.io/install.sh | sh
 ```
 
+For more installation options, see [Installer Options](https://localai.io/advanced/installer/).
+
 Or run with docker:
 
 ### CPU only image:
diff --git a/docs/content/docs/advanced/installer.md b/docs/content/docs/advanced/installer.md
index 4cd15a94..f584da27 100644
--- a/docs/content/docs/advanced/installer.md
+++ b/docs/content/docs/advanced/installer.md
@@ -34,4 +34,12 @@ List of the Environment Variables:
 | **FEDERATED** | Set to "true" to share the instance with the federation (p2p token is required see [documentation]({{%relref "docs/features/distributed_inferencing" %}}))  |
 | **FEDERATED_SERVER** | Set to "true" to run the instance as a federation server which forwards requests to the federation (p2p token is required see [documentation]({{%relref "docs/features/distributed_inferencing" %}}))  |
 
+## Uninstallation
+
+To uninstall, run:
+
+```
+curl https://localai.io/install.sh | sh -s -- --uninstall
+```
+
 We are looking into improving the installer, and as this is a first iteration any feedback is welcome! Open up an [issue](https://github.com/mudler/LocalAI/issues/new/choose) if something doesn't work for you!
\ No newline at end of file
diff --git a/docs/content/docs/getting-started/quickstart.md b/docs/content/docs/getting-started/quickstart.md
index 0c3fd652..3ea04480 100644
--- a/docs/content/docs/getting-started/quickstart.md
+++ b/docs/content/docs/getting-started/quickstart.md
@@ -18,12 +18,15 @@ If you are exposing LocalAI remotely, make sure you protect the API endpoints ad
 
 ## Quickstart
 
-
 ### Using the Bash Installer
+
 ```bash
+# Basic installation
 curl https://localai.io/install.sh | sh
 ```
 
+See [Installer]({{% relref "docs/advanced/installer" %}}) for all the supported options
+
 ### Run with docker:
 ```bash
 # CPU only image:
diff --git a/docs/static/install.sh b/docs/static/install.sh
index e01a5a37..cf45cdf2 100644
--- a/docs/static/install.sh
+++ b/docs/static/install.sh
@@ -1,12 +1,30 @@
 #!/bin/sh
-# This script installs LocalAI on Linux.
-# It detects the current operating system architecture and installs the appropriate version of LocalAI.
+# LocalAI Installer Script
+# This script installs LocalAI on Linux and macOS systems.
+# It automatically detects the system architecture and installs the appropriate version.
 
 # Usage:
-#   curl ... | ENV_VAR=... sh -
-#       or
-#   ENV_VAR=... ./install.sh
-#   To uninstall: ./install.sh --uninstall
+#   Basic installation:
+#     curl https://localai.io/install.sh | sh
+#
+#   With environment variables:
+#     DOCKER_INSTALL=true USE_AIO=true API_KEY=your-key PORT=8080 THREADS=4 curl https://localai.io/install.sh | sh
+#
+#   To uninstall:
+#     curl https://localai.io/install.sh | sh -s -- --uninstall
+#
+# Environment Variables:
+#   DOCKER_INSTALL - Set to "true" to install Docker images (default: auto-detected)
+#   USE_AIO       - Set to "true" to use the all-in-one LocalAI image (default: false)
+#   API_KEY       - API key for securing LocalAI access (default: none)
+#   PORT          - Port to run LocalAI on (default: 8080)
+#   THREADS       - Number of CPU threads to use (default: auto-detected)
+#   MODELS_PATH   - Path to store models (default: /usr/share/local-ai/models)
+#   CORE_IMAGES   - Set to "true" to download core LocalAI images (default: false)
+#   P2P_TOKEN     - Token for P2P federation/worker mode (default: none)
+#   WORKER        - Set to "true" to run as a worker node (default: false)
+#   FEDERATED     - Set to "true" to enable federation mode (default: false)
+#   FEDERATED_SERVER - Set to "true" to run as a federation server (default: false)
 
 set -e
 set -o noglob

From 4bc39c2db3722e8f753141a8575d62ab17a0dbaa Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 21 Apr 2025 22:13:14 +0200
Subject: [PATCH 525/679] fix: typo on README link

Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index c6fc63f2..05a2fd1f 100644
--- a/README.md
+++ b/README.md
@@ -107,7 +107,7 @@ Run the installer script:
 curl https://localai.io/install.sh | sh
 ```
 
-For more installation options, see [Installer Options](https://localai.io/advanced/installer/).
+For more installation options, see [Installer Options](https://localai.io/docs/advanced/installer/).
 
 Or run with docker:
 

From a4a4358182305445f500021505cfdf71ce708096 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Tue, 22 Apr 2025 10:25:54 +0200
Subject: [PATCH 526/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `1d735c0b4fa0551c51c2f4ac888dd9a01f447985` (#5233)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 48ba4d91..a1b4e29c 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=6602304814e679cc8c162bb760a034aceb4f8965
+CPPLLAMA_VERSION?=1d735c0b4fa0551c51c2f4ac888dd9a01f447985
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From a38b99ecb680acb97489f3a0ce2ba5dda833aa44 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 22 Apr 2025 10:27:10 +0200
Subject: [PATCH 527/679] chore(deps): bump mxschmitt/action-tmate from 3.19 to
 3.21 (#5231)

Bumps [mxschmitt/action-tmate](https://github.com/mxschmitt/action-tmate) from 3.19 to 3.21.
- [Release notes](https://github.com/mxschmitt/action-tmate/releases)
- [Changelog](https://github.com/mxschmitt/action-tmate/blob/master/RELEASE.md)
- [Commits](https://github.com/mxschmitt/action-tmate/compare/v3.19...v3.21)

---
updated-dependencies:
- dependency-name: mxschmitt/action-tmate
  dependency-version: '3.21'
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 .github/workflows/notify-models.yaml | 4 ++--
 .github/workflows/release.yaml       | 8 ++++----
 .github/workflows/test.yml           | 6 +++---
 3 files changed, 9 insertions(+), 9 deletions(-)

diff --git a/.github/workflows/notify-models.yaml b/.github/workflows/notify-models.yaml
index 707fc22e..d3536719 100644
--- a/.github/workflows/notify-models.yaml
+++ b/.github/workflows/notify-models.yaml
@@ -79,7 +79,7 @@ jobs:
         args: ${{ steps.summarize.outputs.message }}
     - name: Setup tmate session if fails
       if: ${{ failure() }}
-      uses: mxschmitt/action-tmate@v3.19
+      uses: mxschmitt/action-tmate@v3.21
       with:
         detached: true
         connect-timeout-seconds: 180
@@ -161,7 +161,7 @@ jobs:
         TWITTER_ACCESS_TOKEN_SECRET: ${{ secrets.TWITTER_ACCESS_TOKEN_SECRET }}
     - name: Setup tmate session if fails
       if: ${{ failure() }}
-      uses: mxschmitt/action-tmate@v3.19
+      uses: mxschmitt/action-tmate@v3.21
       with:
         detached: true
         connect-timeout-seconds: 180
diff --git a/.github/workflows/release.yaml b/.github/workflows/release.yaml
index e133ecb6..433ba0b6 100644
--- a/.github/workflows/release.yaml
+++ b/.github/workflows/release.yaml
@@ -123,7 +123,7 @@ jobs:
             release/*
       - name: Setup tmate session if tests fail
         if: ${{ failure() }}
-        uses: mxschmitt/action-tmate@v3.19
+        uses: mxschmitt/action-tmate@v3.21
         with:
           detached: true
           connect-timeout-seconds: 180
@@ -232,7 +232,7 @@ jobs:
             release/*
       - name: Setup tmate session if tests fail
         if: ${{ failure() }}
-        uses: mxschmitt/action-tmate@v3.19
+        uses: mxschmitt/action-tmate@v3.21
         with:
           detached: true
           connect-timeout-seconds: 180
@@ -275,7 +275,7 @@ jobs:
             release/*
       - name: Setup tmate session if tests fail
         if: ${{ failure() }}
-        uses: mxschmitt/action-tmate@v3.19
+        uses: mxschmitt/action-tmate@v3.21
         with:
           detached: true
           connect-timeout-seconds: 180
@@ -317,7 +317,7 @@ jobs:
             release/*
       - name: Setup tmate session if tests fail
         if: ${{ failure() }}
-        uses: mxschmitt/action-tmate@v3.19
+        uses: mxschmitt/action-tmate@v3.21
         with:
           detached: true
           connect-timeout-seconds: 180
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 444c89fb..48aebfb7 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -130,7 +130,7 @@ jobs:
           PATH="$PATH:/root/go/bin" GO_TAGS="tts" make --jobs 5 --output-sync=target test
       - name: Setup tmate session if tests fail
         if: ${{ failure() }}
-        uses: mxschmitt/action-tmate@v3.19
+        uses: mxschmitt/action-tmate@v3.21
         with:
           detached: true
           connect-timeout-seconds: 180
@@ -194,7 +194,7 @@ jobs:
             make run-e2e-aio
       - name: Setup tmate session if tests fail
         if: ${{ failure() }}
-        uses: mxschmitt/action-tmate@v3.19
+        uses: mxschmitt/action-tmate@v3.21
         with:
           detached: true
           connect-timeout-seconds: 180
@@ -232,7 +232,7 @@ jobs:
           BUILD_TYPE="GITHUB_CI_HAS_BROKEN_METAL" CMAKE_ARGS="-DGGML_F16C=OFF -DGGML_AVX512=OFF -DGGML_AVX2=OFF -DGGML_FMA=OFF" make --jobs 4 --output-sync=target test
       - name: Setup tmate session if tests fail
         if: ${{ failure() }}
-        uses: mxschmitt/action-tmate@v3.19
+        uses: mxschmitt/action-tmate@v3.21
         with:
           detached: true
           connect-timeout-seconds: 180

From 0e34ae4f3fb65c5b6fc89ec38054a96f5bcc80f3 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Wed, 23 Apr 2025 09:13:49 +0200
Subject: [PATCH 528/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `658987cfc9d752dca7758987390d5fb1a7a0a54a` (#5234)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index a1b4e29c..cbc73faa 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=1d735c0b4fa0551c51c2f4ac888dd9a01f447985
+CPPLLAMA_VERSION?=658987cfc9d752dca7758987390d5fb1a7a0a54a
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 3937407cb3a1bfe9b0f527870a1c4e1c24396d03 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Thu, 24 Apr 2025 09:32:08 +0200
Subject: [PATCH 529/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `ecda2ec4b347031a9b8a89ee2efc664ce63f599c` (#5238)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index cbc73faa..93b5de2c 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=658987cfc9d752dca7758987390d5fb1a7a0a54a
+CPPLLAMA_VERSION?=ecda2ec4b347031a9b8a89ee2efc664ce63f599c
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 1ae0b896fa175d6db0e28ffecaf624b6222f11f3 Mon Sep 17 00:00:00 2001
From: Alessandro Pirastru <57262788+Bloodis94@users.noreply.github.com>
Date: Thu, 24 Apr 2025 09:34:25 +0200
Subject: [PATCH 530/679] fix: installation script compatibility with fedora 41
 and later, fedora headless unclear errors (#5239)

Update installation script for improved compatibility and clarity

- Renamed VERSION to LOCALAI_VERSION to avoid conflicts with system variables.
- Enhanced NVIDIA and CUDA repository installation for DNF5 compatibility.
- Adjusted default Fedora version handling for CUDA installation.
- Updated Docker image tag handling to use LOCALAI_VERSION consistently.
- Improved logging messages for repository and LocalAI binary downloads.
- Added a temporary bypass for nvidia-smi installation on Fedora Cloud Edition.
---
 docs/static/install.sh | 84 +++++++++++++++++++++++++-----------------
 1 file changed, 51 insertions(+), 33 deletions(-)

diff --git a/docs/static/install.sh b/docs/static/install.sh
index cf45cdf2..1cefe7f2 100644
--- a/docs/static/install.sh
+++ b/docs/static/install.sh
@@ -161,7 +161,7 @@ else
 fi
 THREADS=${THREADS:-$procs}
 LATEST_VERSION=$(curl -s "https://api.github.com/repos/mudler/LocalAI/releases/latest" | grep '"tag_name":' | sed -E 's/.*"([^"]+)".*/\1/')
-VERSION="${VERSION:-$LATEST_VERSION}"
+LOCALAI_VERSION="${LOCALAI_VERSION:-$LATEST_VERSION}" #changed due to VERSION beign already defined in Fedora 42 Cloud Edition
 MODELS_PATH=${MODELS_PATH:-/usr/share/local-ai/models}
 
 
@@ -228,7 +228,7 @@ WorkingDirectory=/usr/share/local-ai
 [Install]
 WantedBy=default.target
 EOF
-    
+
     $SUDO touch /etc/localai.env
     $SUDO echo "ADDRESS=0.0.0.0:$PORT" | $SUDO tee /etc/localai.env >/dev/null
     $SUDO echo "API_KEY=$API_KEY" | $SUDO tee -a /etc/localai.env >/dev/null
@@ -261,14 +261,21 @@ EOF
 
 # ref: https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/latest/install-guide.html#installing-with-yum-or-dnf
 install_container_toolkit_yum() {
-    info 'Installing NVIDIA repository...'
+    info 'Installing NVIDIA container toolkit repository...'
 
     curl -s -L https://nvidia.github.io/libnvidia-container/stable/rpm/nvidia-container-toolkit.repo | \
     $SUDO  tee /etc/yum.repos.d/nvidia-container-toolkit.repo
 
     if [ "$PACKAGE_MANAGER" = "dnf" ]; then
-        $SUDO $PACKAGE_MANAGER config-manager --enable nvidia-container-toolkit-experimental
-    else 
+        DNF_VERSION=$($PACKAGE_MANAGER --version | grep -oE '[0-9]+\.[0-9]+\.[0-9]+' | head -n1 | cut -d. -f1)
+        if [ "$DNF_VERSION" -ge 5 ]; then
+            # DNF5: Use 'setopt' to enable the repository
+            $SUDO $PACKAGE_MANAGER config-manager setopt nvidia-container-toolkit-experimental.enabled=1
+        else
+            # DNF4: Use '--set-enabled' to enable the repository
+            $SUDO $PACKAGE_MANAGER config-manager --enable nvidia-container-toolkit-experimental
+        fi
+    else
         $SUDO $PACKAGE_MANAGER -y install yum-utils
         $SUDO $PACKAGE_MANAGER-config-manager --enable nvidia-container-toolkit-experimental
     fi
@@ -277,7 +284,7 @@ install_container_toolkit_yum() {
 
 # ref: https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/latest/install-guide.html#installing-with-apt
 install_container_toolkit_apt() {
-    info 'Installing NVIDIA repository...'
+    info 'Installing NVIDIA container toolkit  repository...'
 
     curl -fsSL https://nvidia.github.io/libnvidia-container/gpgkey | $SUDO gpg --dearmor -o /usr/share/keyrings/nvidia-container-toolkit-keyring.gpg \
   && curl -s -L https://nvidia.github.io/libnvidia-container/stable/deb/nvidia-container-toolkit.list | \
@@ -289,7 +296,7 @@ install_container_toolkit_apt() {
 
 # ref: https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/latest/install-guide.html#installing-with-zypper
 install_container_toolkit_zypper() {
-    info 'Installing NVIDIA repository...'
+    info 'Installing NVIDIA zypper repository...'
     $SUDO zypper ar https://nvidia.github.io/libnvidia-container/stable/rpm/nvidia-container-toolkit.repo
     $SUDO zypper modifyrepo --enable nvidia-container-toolkit-experimental
     $SUDO zypper --gpg-auto-import-keys install -y nvidia-container-toolkit
@@ -325,14 +332,21 @@ install_container_toolkit() {
 # ref: https://docs.nvidia.com/cuda/cuda-installation-guide-linux/index.html#rhel-9-rocky-9
 # ref: https://docs.nvidia.com/cuda/cuda-installation-guide-linux/index.html#fedora
 install_cuda_driver_yum() {
-    info 'Installing NVIDIA repository...'
+    info 'Installing NVIDIA CUDA repository...'
     case $PACKAGE_MANAGER in
         yum)
             $SUDO $PACKAGE_MANAGER -y install yum-utils
             $SUDO $PACKAGE_MANAGER-config-manager --add-repo https://developer.download.nvidia.com/compute/cuda/repos/$1$2/$(uname -m)/cuda-$1$2.repo
             ;;
         dnf)
-            $SUDO $PACKAGE_MANAGER config-manager --add-repo https://developer.download.nvidia.com/compute/cuda/repos/$1$2/$(uname -m)/cuda-$1$2.repo
+            DNF_VERSION=$($PACKAGE_MANAGER --version | grep -oE '[0-9]+\.[0-9]+\.[0-9]+' | head -n1 | cut -d. -f1)
+            if [ "$DNF_VERSION" -ge 5 ]; then
+                # DNF5: Use 'addrepo' to add the repository
+                $SUDO $PACKAGE_MANAGER config-manager addrepo --id=nome-repo --set=name="nvidia-cuda" --set=baseurl="https://developer.download.nvidia.com/compute/cuda/repos/$1$2/$(uname -m)/cuda-$1$2.repo"
+            else
+                # DNF4: Use '--add-repo' to add the repository
+                $SUDO $PACKAGE_MANAGER config-manager --add-repo https://developer.download.nvidia.com/compute/cuda/repos/$1$2/$(uname -m)/cuda-$1$2.repo
+            fi
             ;;
     esac
 
@@ -356,7 +370,7 @@ install_cuda_driver_yum() {
 # ref: https://docs.nvidia.com/cuda/cuda-installation-guide-linux/index.html#ubuntu
 # ref: https://docs.nvidia.com/cuda/cuda-installation-guide-linux/index.html#debian
 install_cuda_driver_apt() {
-    info 'Installing NVIDIA repository...'
+    info 'Installing NVIDIA CUDA repository...'
     curl -fsSL -o $TEMP_DIR/cuda-keyring.deb https://developer.download.nvidia.com/compute/cuda/repos/$1$2/$(uname -m)/cuda-keyring_1.1-1_all.deb
 
     case $1 in
@@ -395,7 +409,7 @@ install_cuda() {
         case $OS_NAME in
             centos|rhel) install_cuda_driver_yum 'rhel' $(echo $OS_VERSION | cut -d '.' -f 1) ;;
             rocky) install_cuda_driver_yum 'rhel' $(echo $OS_VERSION | cut -c1) ;;
-            fedora) [ $OS_VERSION -lt '37' ] && install_cuda_driver_yum $OS_NAME $OS_VERSION || install_cuda_driver_yum $OS_NAME '37';;
+            fedora) [ $OS_VERSION -lt '41' ] && install_cuda_driver_yum $OS_NAME $OS_VERSION || install_cuda_driver_yum $OS_NAME '41';;
             amzn) install_cuda_driver_yum 'fedora' '37' ;;
             debian) install_cuda_driver_apt $OS_NAME $OS_VERSION ;;
             ubuntu) install_cuda_driver_apt $OS_NAME $(echo $OS_VERSION | sed 's/\.//') ;;
@@ -485,7 +499,7 @@ install_docker() {
         # if $SUDO docker ps --format '{{.Names}}' | grep -q local-ai; then
         #     info "LocalAI Docker container is already running."
         #     exit 0
-        # fi 
+        # fi
 
         # info "Starting LocalAI Docker container..."
         # $SUDO docker start local-ai
@@ -502,20 +516,24 @@ install_docker() {
 
     IMAGE_TAG=
     if [ "$HAS_CUDA" ]; then
-        IMAGE_TAG=${VERSION}-cublas-cuda12-ffmpeg
+        IMAGE_TAG=${LOCALAI_VERSION}-cublas-cuda12-ffmpeg
         # CORE
         if [ "$CORE_IMAGES" = true ]; then
-            IMAGE_TAG=${VERSION}-cublas-cuda12-ffmpeg-core
+            IMAGE_TAG=${LOCALAI_VERSION}-cublas-cuda12-ffmpeg-core
         fi
         # AIO
         if [ "$USE_AIO" = true ]; then
-            IMAGE_TAG=${VERSION}-aio-gpu-nvidia-cuda-12
+            IMAGE_TAG=${LOCALAI_VERSION}-aio-gpu-nvidia-cuda-12
         fi
 
         if ! available nvidia-smi; then
-            info "Installing nvidia-cuda-toolkit..."
-            # TODO:
-            $SUDO apt-get -y install nvidia-cuda-toolkit
+          #TODO Temporary Bypass for Fedora Headless (Cloud Edition), need to find a way to install nvidia-smi without pulling x11
+          OS_NAME=$ID
+          OS_VERSION=$VERSION_ID
+
+            case $OS_NAME in
+                debian|ubuntu) $SUDO apt-get -y install nvidia-cuda-toolkit;;
+            esac
         fi
 
         $SUDO docker run -v local-ai-data:/build/models \
@@ -526,14 +544,14 @@ install_docker() {
             $envs \
             -d -p $PORT:8080 --name local-ai localai/localai:$IMAGE_TAG $STARTCOMMAND
     elif [ "$HAS_AMD" ]; then
-        IMAGE_TAG=${VERSION}-hipblas-ffmpeg
+        IMAGE_TAG=${LOCALAI_VERSION}-hipblas-ffmpeg
         # CORE
         if [ "$CORE_IMAGES" = true ]; then
-            IMAGE_TAG=${VERSION}-hipblas-ffmpeg-core
+            IMAGE_TAG=${LOCALAI_VERSION}-hipblas-ffmpeg-core
         fi
         # AIO
         if [ "$USE_AIO" = true ]; then
-            IMAGE_TAG=${VERSION}-aio-gpu-hipblas
+            IMAGE_TAG=${LOCALAI_VERSION}-aio-gpu-hipblas
         fi
 
         $SUDO docker run -v local-ai-data:/build/models \
@@ -545,14 +563,14 @@ install_docker() {
             $envs \
             -d -p $PORT:8080 --name local-ai localai/localai:$IMAGE_TAG $STARTCOMMAND
     elif [ "$HAS_INTEL" ]; then
-        IMAGE_TAG=${VERSION}-sycl-f32-ffmpeg
+        IMAGE_TAG=${LOCALAI_VERSION}-sycl-f32-ffmpeg
         # CORE
         if [ "$CORE_IMAGES" = true ]; then
-            IMAGE_TAG=${VERSION}-sycl-f32-ffmpeg-core
+            IMAGE_TAG=${LOCALAI_VERSION}-sycl-f32-ffmpeg-core
         fi
         # AIO
         if [ "$USE_AIO" = true ]; then
-            IMAGE_TAG=${VERSION}-aio-gpu-intel-f32
+            IMAGE_TAG=${LOCALAI_VERSION}-aio-gpu-intel-f32
         fi
 
         $SUDO docker run -v local-ai-data:/build/models \
@@ -563,15 +581,15 @@ install_docker() {
             $envs \
             -d -p $PORT:8080 --name local-ai localai/localai:$IMAGE_TAG $STARTCOMMAND
     else
-        IMAGE_TAG=${VERSION}-ffmpeg
+        IMAGE_TAG=${LOCALAI_VERSION}-ffmpeg
         # CORE
         if [ "$CORE_IMAGES" = true ]; then
-            IMAGE_TAG=${VERSION}-ffmpeg-core
+            IMAGE_TAG=${LOCALAI_VERSION}-ffmpeg-core
         fi
         # AIO
         if [ "$USE_AIO" = true ]; then
-            IMAGE_TAG=${VERSION}-aio-cpu
-        fi        
+            IMAGE_TAG=${LOCALAI_VERSION}-aio-cpu
+        fi
         $SUDO docker run -v local-ai-data:/models \
                 --restart=always \
                 -e MODELS_PATH=/models \
@@ -588,8 +606,8 @@ install_docker() {
 install_binary_darwin() {
     [ "$(uname -s)" = "Darwin" ] || fatal 'This script is intended to run on macOS only.'
 
-    info "Downloading LocalAI ${VERSION}..."
-    curl --fail --show-error --location --progress-bar -o $TEMP_DIR/local-ai "https://github.com/mudler/LocalAI/releases/download/${VERSION}/local-ai-Darwin-${ARCH}"
+    info "Downloading LocalAI ${LOCALAI_VERSION}..."
+    curl --fail --show-error --location --progress-bar -o $TEMP_DIR/local-ai "https://github.com/mudler/LocalAI/releases/download/${LOCALAI_VERSION}/local-ai-Darwin-${ARCH}"
 
     info "Installing to /usr/local/bin/local-ai"
     install -o0 -g0 -m755 $TEMP_DIR/local-ai /usr/local/bin/local-ai
@@ -620,8 +638,8 @@ install_binary() {
         exit 1
     fi
 
-    info "Downloading LocalAI ${VERSION}..."
-    curl --fail --location --progress-bar -o $TEMP_DIR/local-ai "https://github.com/mudler/LocalAI/releases/download/${VERSION}/local-ai-Linux-${ARCH}"
+    info "Downloading LocalAI ${LOCALAI_VERSION}..."
+    curl --fail --location --progress-bar -o $TEMP_DIR/local-ai "https://github.com/mudler/LocalAI/releases/download/${LOCALAI_VERSION}/local-ai-Linux-${ARCH}"
 
     for BINDIR in /usr/local/bin /usr/bin /bin; do
         echo $PATH | grep -q $BINDIR && break || continue
@@ -675,7 +693,7 @@ detect_start_command() {
     if [ "$WORKER" = true ]; then
         if [ -n "$P2P_TOKEN" ]; then
             STARTCOMMAND="worker p2p-llama-cpp-rpc"
-        else 
+        else
             STARTCOMMAND="worker llama-cpp-rpc"
         fi
     elif [ "$FEDERATED" = true ]; then

From 7f61d397d575b34b2dcdb4911ffe42deda6491ba Mon Sep 17 00:00:00 2001
From: Richard Palethorpe <io@richiejp.com>
Date: Thu, 24 Apr 2025 09:27:17 +0100
Subject: [PATCH 531/679] fix(stablediffusion-ggml): Build with DSD CUDA, HIP
 and Metal flags (#5236)

Signed-off-by: Richard Palethorpe <io@richiejp.com>
---
 Makefile                                       | 4 ++--
 backend/go/image/stablediffusion-ggml/Makefile | 8 ++++----
 2 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/Makefile b/Makefile
index 93b5de2c..7917b119 100644
--- a/Makefile
+++ b/Makefile
@@ -126,9 +126,9 @@ ifeq ($(BUILD_TYPE),openblas)
 endif
 
 ifeq ($(BUILD_TYPE),cublas)
-	CGO_LDFLAGS+=-lcublas -lcudart -L$(CUDA_LIBPATH)
+	CGO_LDFLAGS+=-lcublas -lcudart -L$(CUDA_LIBPATH) -L$(CUDA_LIBPATH)/stubs/ -lcuda
 	export GGML_CUDA=1
-	CGO_LDFLAGS_WHISPER+=-L$(CUDA_LIBPATH)/stubs/ -lcuda -lcufft
+	CGO_LDFLAGS_WHISPER+=-lcufft
 endif
 
 ifeq ($(BUILD_TYPE),vulkan)
diff --git a/backend/go/image/stablediffusion-ggml/Makefile b/backend/go/image/stablediffusion-ggml/Makefile
index a59037b7..07818f7a 100644
--- a/backend/go/image/stablediffusion-ggml/Makefile
+++ b/backend/go/image/stablediffusion-ggml/Makefile
@@ -20,7 +20,7 @@ CMAKE_ARGS+=-DBUILD_SHARED_LIBS=OFF
 
 # If build type is cublas, then we set -DGGML_CUDA=ON to CMAKE_ARGS automatically
 ifeq ($(BUILD_TYPE),cublas)
-	CMAKE_ARGS+=-DGGML_CUDA=ON
+	CMAKE_ARGS+=-DSD_CUDA=ON
 # If build type is openblas then we set -DGGML_BLAS=ON -DGGML_BLAS_VENDOR=OpenBLAS
 # to CMAKE_ARGS automatically
 else ifeq ($(BUILD_TYPE),openblas)
@@ -30,14 +30,14 @@ else ifeq ($(BUILD_TYPE),clblas)
 	CMAKE_ARGS+=-DGGML_CLBLAST=ON -DCLBlast_DIR=/some/path
 # If it's hipblas we do have also to set CC=/opt/rocm/llvm/bin/clang CXX=/opt/rocm/llvm/bin/clang++
 else ifeq ($(BUILD_TYPE),hipblas)
-	CMAKE_ARGS+=-DGGML_HIP=ON
+	CMAKE_ARGS+=-DSD_HIPBLAS=ON
 # If it's OSX, DO NOT embed the metal library - -DGGML_METAL_EMBED_LIBRARY=ON requires further investigation
 # But if it's OSX without metal, disable it here
 else ifeq ($(OS),Darwin)
 	ifneq ($(BUILD_TYPE),metal)
-		CMAKE_ARGS+=-DGGML_METAL=OFF
+		CMAKE_ARGS+=-DSD_METAL=OFF
 	else
-		CMAKE_ARGS+=-DGGML_METAL=ON
+		CMAKE_ARGS+=-DSD_METAL=ON
 		CMAKE_ARGS+=-DGGML_METAL_EMBED_LIBRARY=ON
 		TARGET+=--target ggml-metal
 	endif

From 701cd6b6d51331d7f82f70f21ca270799d7e8340 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Fri, 25 Apr 2025 08:42:22 +0200
Subject: [PATCH 532/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `226251ed56b85190e18a1cca963c45b888f4953c` (#5240)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 7917b119..dca00450 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=ecda2ec4b347031a9b8a89ee2efc664ce63f599c
+CPPLLAMA_VERSION?=226251ed56b85190e18a1cca963c45b888f4953c
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 867973a8508673219a2eed723484fd92845504d1 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 25 Apr 2025 09:20:01 +0200
Subject: [PATCH 533/679] chore(model gallery): add soob3123_veritas-12b
 (#5241)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 66db118b..8d07009e 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -556,6 +556,21 @@
     - filename: amoral-gemma3-1B-v2.Q4_K_M.gguf
       sha256: 7f2167d91409cabaf0a42e41e833a6ca055c841a37d8d829e11db81fdaed5e4c
       uri: huggingface://mradermacher/amoral-gemma3-1B-v2-GGUF/amoral-gemma3-1B-v2.Q4_K_M.gguf
+- !!merge <<: *gemma3
+  name: "soob3123_veritas-12b"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/62f93f9477b722f1866398c2/IuhCq-5PcEbDBqXD5xnup.png
+  urls:
+    - https://huggingface.co/soob3123/Veritas-12B
+    - https://huggingface.co/bartowski/soob3123_Veritas-12B-GGUF
+  description: |
+    Veritas-12B emerges as a model forged in the pursuit of intellectual clarity and logical rigor. This 12B parameter model possesses superior philosophical reasoning capabilities and analytical depth, ideal for exploring complex ethical dilemmas, deconstructing arguments, and engaging in structured philosophical dialogue. Veritas-12B excels at articulating nuanced positions, identifying logical fallacies, and constructing coherent arguments grounded in reason. Expect discussions characterized by intellectual honesty, critical analysis, and a commitment to exploring ideas with precision.
+  overrides:
+    parameters:
+      model: soob3123_Veritas-12B-Q4_K_M.gguf
+  files:
+    - filename: soob3123_Veritas-12B-Q4_K_M.gguf
+      sha256: 41821d6b0dd2b81a5bddd843a5534fd64d95e75b8e9dc952340868af320d49a7
+      uri: huggingface://bartowski/soob3123_Veritas-12B-GGUF/soob3123_Veritas-12B-Q4_K_M.gguf
 - &llama4
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master"
   icon: https://avatars.githubusercontent.com/u/153379578

From 5bb5da0760b326b24bda5c52a6db1c3333186150 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 25 Apr 2025 16:20:05 +0200
Subject: [PATCH 534/679] fix(ci): add clang (#5242)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 .github/workflows/test.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 48aebfb7..c0e1c051 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -71,7 +71,7 @@ jobs:
         run: |
           sudo apt-get update
           sudo apt-get install build-essential ccache upx-ucl curl ffmpeg
-          sudo apt-get install -y libgmock-dev
+          sudo apt-get install -y libgmock-dev clang
           curl https://repo.anaconda.com/pkgs/misc/gpgkeys/anaconda.asc | gpg --dearmor > conda.gpg && \
              sudo install -o root -g root -m 644 conda.gpg /usr/share/keyrings/conda-archive-keyring.gpg && \
              gpg --keyring /usr/share/keyrings/conda-archive-keyring.gpg --no-default-keyring --fingerprint 34161F5BF5EB1D4BFBBB8F0A8AEB4F8B29D82806 && \

From cae9bf13084071348d46e30f89a93debdd45e655 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 25 Apr 2025 21:32:37 +0200
Subject: [PATCH 535/679] chore(deps): bump grpcio to 1.72.0 (#5244)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 backend/python/bark/requirements.txt            | 2 +-
 backend/python/common/template/requirements.txt | 2 +-
 backend/python/coqui/requirements.txt           | 2 +-
 backend/python/diffusers/requirements.txt       | 2 +-
 backend/python/exllama2/requirements.txt        | 2 +-
 backend/python/faster-whisper/requirements.txt  | 2 +-
 backend/python/kokoro/requirements.txt          | 2 +-
 backend/python/rerankers/requirements.txt       | 2 +-
 backend/python/transformers/requirements.txt    | 2 +-
 backend/python/vllm/requirements.txt            | 2 +-
 10 files changed, 10 insertions(+), 10 deletions(-)

diff --git a/backend/python/bark/requirements.txt b/backend/python/bark/requirements.txt
index 2f40b320..54b47b8e 100644
--- a/backend/python/bark/requirements.txt
+++ b/backend/python/bark/requirements.txt
@@ -1,4 +1,4 @@
 bark==0.1.5
-grpcio==1.71.0
+grpcio==1.72.0
 protobuf
 certifi
\ No newline at end of file
diff --git a/backend/python/common/template/requirements.txt b/backend/python/common/template/requirements.txt
index e4d843df..16574534 100644
--- a/backend/python/common/template/requirements.txt
+++ b/backend/python/common/template/requirements.txt
@@ -1,3 +1,3 @@
-grpcio==1.71.0
+grpcio==1.72.0
 protobuf
 grpcio-tools
\ No newline at end of file
diff --git a/backend/python/coqui/requirements.txt b/backend/python/coqui/requirements.txt
index 108d30ba..3c6b59b1 100644
--- a/backend/python/coqui/requirements.txt
+++ b/backend/python/coqui/requirements.txt
@@ -1,4 +1,4 @@
-grpcio==1.71.0
+grpcio==1.72.0
 protobuf
 certifi
 packaging==24.1
\ No newline at end of file
diff --git a/backend/python/diffusers/requirements.txt b/backend/python/diffusers/requirements.txt
index 8cfe88a7..d5af9b8f 100644
--- a/backend/python/diffusers/requirements.txt
+++ b/backend/python/diffusers/requirements.txt
@@ -1,5 +1,5 @@
 setuptools
-grpcio==1.71.0
+grpcio==1.72.0
 pillow
 protobuf
 certifi
diff --git a/backend/python/exllama2/requirements.txt b/backend/python/exllama2/requirements.txt
index ed8ffec4..c9c8b8e9 100644
--- a/backend/python/exllama2/requirements.txt
+++ b/backend/python/exllama2/requirements.txt
@@ -1,4 +1,4 @@
-grpcio==1.71.0
+grpcio==1.72.0
 protobuf
 certifi
 wheel
diff --git a/backend/python/faster-whisper/requirements.txt b/backend/python/faster-whisper/requirements.txt
index e4d843df..16574534 100644
--- a/backend/python/faster-whisper/requirements.txt
+++ b/backend/python/faster-whisper/requirements.txt
@@ -1,3 +1,3 @@
-grpcio==1.71.0
+grpcio==1.72.0
 protobuf
 grpcio-tools
\ No newline at end of file
diff --git a/backend/python/kokoro/requirements.txt b/backend/python/kokoro/requirements.txt
index cf0f0143..4a1e1f49 100644
--- a/backend/python/kokoro/requirements.txt
+++ b/backend/python/kokoro/requirements.txt
@@ -1,4 +1,4 @@
-grpcio==1.71.0
+grpcio==1.72.0
 protobuf
 phonemizer
 scipy
diff --git a/backend/python/rerankers/requirements.txt b/backend/python/rerankers/requirements.txt
index 931cb146..8277a7c1 100644
--- a/backend/python/rerankers/requirements.txt
+++ b/backend/python/rerankers/requirements.txt
@@ -1,3 +1,3 @@
-grpcio==1.71.0
+grpcio==1.72.0
 protobuf
 certifi
\ No newline at end of file
diff --git a/backend/python/transformers/requirements.txt b/backend/python/transformers/requirements.txt
index 9ba6c861..ce8bfd6c 100644
--- a/backend/python/transformers/requirements.txt
+++ b/backend/python/transformers/requirements.txt
@@ -1,4 +1,4 @@
-grpcio==1.71.0
+grpcio==1.72.0
 protobuf
 certifi
 setuptools
diff --git a/backend/python/vllm/requirements.txt b/backend/python/vllm/requirements.txt
index f1771cc4..379c87e0 100644
--- a/backend/python/vllm/requirements.txt
+++ b/backend/python/vllm/requirements.txt
@@ -1,4 +1,4 @@
-grpcio==1.71.0
+grpcio==1.72.0
 protobuf
 certifi
 setuptools
\ No newline at end of file

From 9628860c0e2d24ff4183bcb75bea93b0d2a11b2c Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 26 Apr 2025 00:04:47 +0200
Subject: [PATCH 536/679] feat(llama.cpp/clip): inject gpu options if we detect
 GPUs (#5243)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 core/config/guesser.go    |  7 +++++
 pkg/model/initializers.go | 60 +++++++++++----------------------------
 pkg/xsysinfo/gpu.go       | 18 ++++++++++++
 3 files changed, 41 insertions(+), 44 deletions(-)

diff --git a/core/config/guesser.go b/core/config/guesser.go
index b7fb23de..e66df70d 100644
--- a/core/config/guesser.go
+++ b/core/config/guesser.go
@@ -4,6 +4,7 @@ import (
 	"os"
 	"path/filepath"
 
+	"github.com/mudler/LocalAI/pkg/xsysinfo"
 	"github.com/rs/zerolog/log"
 	gguf "github.com/thxcode/gguf-parser-go"
 )
@@ -35,4 +36,10 @@ func guessDefaultsFromFile(cfg *BackendConfig, modelPath string, defaultCtx int)
 		}
 		cfg.ContextSize = &defaultCtx
 	}
+
+	if cfg.Options == nil {
+		if xsysinfo.HasGPU("nvidia") || xsysinfo.HasGPU("amd") {
+			cfg.Options = []string{"gpu"}
+		}
+	}
 }
diff --git a/pkg/model/initializers.go b/pkg/model/initializers.go
index 1a7fdc9c..a0d0d5fc 100644
--- a/pkg/model/initializers.go
+++ b/pkg/model/initializers.go
@@ -181,10 +181,6 @@ func orderBackends(backends map[string][]string) ([]string, error) {
 // selectGRPCProcessByHostCapabilities selects the GRPC process to start based on system capabilities
 // Note: this is now relevant only for llama.cpp
 func selectGRPCProcessByHostCapabilities(backend, assetDir string, f16 bool) string {
-	foundCUDA := false
-	foundAMDGPU := false
-	foundIntelGPU := false
-	var grpcProcess string
 
 	// Select backend now just for llama.cpp
 	if backend != LLamaCPP {
@@ -198,48 +194,24 @@ func selectGRPCProcessByHostCapabilities(backend, assetDir string, f16 bool) str
 	}
 
 	// Check for GPU-binaries that are shipped with single binary releases
-	gpus, err := xsysinfo.GPUs()
-	if err == nil {
-		for _, gpu := range gpus {
-			if strings.Contains(gpu.String(), "nvidia") {
-				p := backendPath(assetDir, LLamaCPPCUDA)
-				if _, err := os.Stat(p); err == nil {
-					log.Info().Msgf("[%s] attempting to load with CUDA variant", backend)
-					grpcProcess = p
-					foundCUDA = true
-				} else {
-					log.Debug().Msgf("Nvidia GPU device found, no embedded CUDA variant found. You can ignore this message if you are using container with CUDA support")
-				}
-			}
-			if strings.Contains(gpu.String(), "amd") {
-				p := backendPath(assetDir, LLamaCPPHipblas)
-				if _, err := os.Stat(p); err == nil {
-					log.Info().Msgf("[%s] attempting to load with HIPBLAS variant", backend)
-					grpcProcess = p
-					foundAMDGPU = true
-				} else {
-					log.Debug().Msgf("AMD GPU device found, no embedded HIPBLAS variant found. You can ignore this message if you are using container with HIPBLAS support")
-				}
-			}
-			if strings.Contains(gpu.String(), "intel") {
-				backend := LLamaCPPSycl16
-				if !f16 {
-					backend = LLamaCPPSycl32
-				}
-				p := backendPath(assetDir, backend)
-				if _, err := os.Stat(p); err == nil {
-					log.Info().Msgf("[%s] attempting to load with Intel variant", backend)
-					grpcProcess = p
-					foundIntelGPU = true
-				} else {
-					log.Debug().Msgf("Intel GPU device found, no embedded SYCL variant found. You can ignore this message if you are using container with SYCL support")
-				}
-			}
-		}
+	gpuBinaries := map[string]string{
+		"nvidia": LLamaCPPCUDA,
+		"amd":    LLamaCPPHipblas,
+		"intel":  LLamaCPPSycl16,
 	}
 
-	if foundCUDA || foundAMDGPU || foundIntelGPU {
-		return grpcProcess
+	if !f16 {
+		gpuBinaries["intel"] = LLamaCPPSycl32
+	}
+
+	for vendor, binary := range gpuBinaries {
+		if xsysinfo.HasGPU(vendor) {
+			p := backendPath(assetDir, binary)
+			if _, err := os.Stat(p); err == nil {
+				log.Info().Msgf("[%s] attempting to load with %s variant (vendor: %s)", backend, binary, vendor)
+				return p
+			}
+		}
 	}
 
 	// No GPU found or no specific binaries found, try to load the CPU variant(s)
diff --git a/pkg/xsysinfo/gpu.go b/pkg/xsysinfo/gpu.go
index b6321e81..a692c775 100644
--- a/pkg/xsysinfo/gpu.go
+++ b/pkg/xsysinfo/gpu.go
@@ -1,6 +1,8 @@
 package xsysinfo
 
 import (
+	"strings"
+
 	"github.com/jaypipes/ghw"
 	"github.com/jaypipes/ghw/pkg/gpu"
 )
@@ -13,3 +15,19 @@ func GPUs() ([]*gpu.GraphicsCard, error) {
 
 	return gpu.GraphicsCards, nil
 }
+
+func HasGPU(vendor string) bool {
+	gpus, err := GPUs()
+	if err != nil {
+		return false
+	}
+	if vendor == "" {
+		return len(gpus) > 0
+	}
+	for _, gpu := range gpus {
+		if strings.Contains(gpu.String(), vendor) {
+			return true
+		}
+	}
+	return false
+}

From d66396201a2867cef00a10e194bb75bfd9c1b921 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Sat, 26 Apr 2025 00:05:16 +0200
Subject: [PATCH 537/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `295354ea6848a77bdee204ee1c971d9b92ffcca9` (#5245)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index dca00450..e7987701 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=226251ed56b85190e18a1cca963c45b888f4953c
+CPPLLAMA_VERSION?=295354ea6848a77bdee204ee1c971d9b92ffcca9
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From a0244e3fb4b771d65f143324ce038f8060e2db65 Mon Sep 17 00:00:00 2001
From: Alessandro Pirastru <57262788+Bloodis94@users.noreply.github.com>
Date: Sat, 26 Apr 2025 09:44:40 +0200
Subject: [PATCH 538/679] feat(install): added complete process for installing
 nvidia drivers on fedora without pulling X11 (#5246)

* Update installation script for improved compatibility and clarity

- Renamed VERSION to LOCALAI_VERSION to avoid conflicts with system variables.
- Enhanced NVIDIA and CUDA repository installation for DNF5 compatibility.
- Adjusted default Fedora version handling for CUDA installation.
- Updated Docker image tag handling to use LOCALAI_VERSION consistently.
- Improved logging messages for repository and LocalAI binary downloads.
- Added a temporary bypass for nvidia-smi installation on Fedora Cloud Edition.

* Enhance log functions with ANSI color formatting

- Added ANSI escape codes for improved log styling: light blue for info, orange for warnings, and red for errors.
- Updated all log functions (`info`, `warn`, `fatal`) to include bold and colored output.

Signed-off-by: Alessandro Pirastru <alessandro.pirastru.94@gmail.com>

* feat: Enhance log functions with ANSI color formatting

- Added ANSI escape codes for improved log styling: light blue for info, orange for warnings, and red for errors.
- Updated all log functions (`info`, `warn`, `fatal`) to include bold and colored output.

Signed-off-by: Alessandro Pirastru <alessandro.pirastru.94@gmail.com>

* chore: :arrow_up: Update ggml-org/llama.cpp to `ecda2ec4b347031a9b8a89ee2efc664ce63f599c` (#5238)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>

* fix(stablediffusion-ggml): Build with DSD CUDA, HIP and Metal flags (#5236)

Signed-off-by: Richard Palethorpe <io@richiejp.com>

* feat(install): enhance script with choice functions and logs

- Added custom `choice_info`, `choice_warn`, and `choice_fatal` functions for interactive input logging.
- Adjusted Docker volume creation message for better clarity.
- Included NVIDIA driver check log for improved feedback to users.
- Added consistent logging before starting LocalAI Docker containers across configurations.

Signed-off-by: Alessandro Pirastru <alessandro.pirastru.94@gmail.com>

* feat(install): add Fedora NVIDIA driver installation option

- Introduced a new function to install NVIDIA kernel drivers on Fedora using akmod packages.
- Added user prompt to choose between installing drivers automatically or exiting for manual setup.
- Integrated the new function into the existing Fedora-specific CUDA toolkit installation workflow.

Signed-off-by: Alessandro Pirastru <alessandro.pirastru.94@gmail.com>

* fix(install): correct repository ID for DNF5 configuration

- Update repository ID from 'nome-repo' to 'nvidia-cuda' for DNF5.
- Ensures the correct repository name matches expected configuration.
- Fix prevents potential misconfiguration during installation process.

Signed-off-by: Alessandro Pirastru <alessandro.pirastru.94@gmail.com>

* feat(install): enhance NVIDIA driver handling on Fedora

- fixed `install_cuda_driver_yum` function call in `install_fedora_nvidia_kernel_drivers`
- Added `cuda-toolkit` for Fedora installations, as recommended by RPM Fusion.
- Adjusted driver repository commands for compatibility with DNF5.
- Improved URL and version handling for package manager installations.

Signed-off-by: Alessandro Pirastru <alessandro.pirastru.94@gmail.com>

* Refactor NVIDIA driver installation process in install.sh

- Removed redundant empty lines for cleaner formatting.
- Standardized URL formatting by removing unnecessary quotes around URLs.
- Reverted logic by removing Fedora-specific exclusions for cuda-toolkit and using `cuda-drivers` universally.
- Refined repository addition for `dnf` by explicitly setting `id` and `name` parameters for clarity and accuracy.
- Fixed minor formatting inconsistencies in parameter passing.

Signed-off-by: Alessandro Pirastru <alessandro.pirastru.94@gmail.com>

* feat: Update NVIDIA module installation warning in install script

- Clarified that Akmod installation may inhibit the reboot command.
- Added a cautionary note to the warning to inform users of potential risks.

Signed-off-by: Alessandro Pirastru <alessandro.pirastru.94@gmail.com>

* Update NVIDIA driver installation warning message

- Clarify prerequisites by noting the need for rpmfusion free/nonfree repos.
- Improve formatting of the warning box for better readability.
- Inform users that the script will install missing repos if necessary.

Signed-off-by: Alessandro Pirastru <alessandro.pirastru.94@gmail.com>

---------

Signed-off-by: Alessandro Pirastru <alessandro.pirastru.94@gmail.com>
Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Signed-off-by: Richard Palethorpe <io@richiejp.com>
Co-authored-by: LocalAI [bot] <139863280+localai-bot@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
Co-authored-by: Richard Palethorpe <io@richiejp.com>
---
 docs/static/install.sh | 101 ++++++++++++++++++++++++++++++++++++++---
 1 file changed, 95 insertions(+), 6 deletions(-)
 mode change 100644 => 100755 docs/static/install.sh

diff --git a/docs/static/install.sh b/docs/static/install.sh
old mode 100644
new mode 100755
index 1cefe7f2..b36b0781
--- a/docs/static/install.sh
+++ b/docs/static/install.sh
@@ -31,19 +31,44 @@ set -o noglob
 #set -x
 
 # --- helper functions for logs ---
+# ANSI escape codes
+LIGHT_BLUE='\033[38;5;117m'
+ORANGE='\033[38;5;214m'
+RED='\033[38;5;196m'
+BOLD='\033[1m'
+RESET='\033[0m'
+
 info()
 {
-    echo ' ' "$@"
+    echo -e "${BOLD}${LIGHT_BLUE}" '[INFO] ' "$@" "${RESET}"
 }
 
 warn()
 {
-    echo '[WARN] ' "$@" >&2
+    echo -e "${BOLD}${ORANGE}" '[WARN] ' "$@" "${RESET}" >&2
 }
 
 fatal()
 {
-    echo '[ERROR] ' "$@" >&2
+    echo -e "${BOLD}${RED}" '[ERROR] ' "$@" "${RESET}" >&2
+    exit 1
+}
+
+# --- custom choice functions ---
+# like the logging functions, but with the -n flag to prevent the new line and keep the cursor in line for choices inputs like y/n
+choice_info()
+{
+    echo -e -n "${BOLD}${LIGHT_BLUE}" '[INFO] ' "$@" "${RESET}"
+}
+
+choice_warn()
+{
+    echo -e -n "${BOLD}${ORANGE}" '[WARN] ' "$@" "${RESET}" >&2
+}
+
+choice_fatal()
+{
+    echo -e -n "${BOLD}${RED}" '[ERROR] ' "$@" "${RESET}" >&2
     exit 1
 }
 
@@ -342,7 +367,7 @@ install_cuda_driver_yum() {
             DNF_VERSION=$($PACKAGE_MANAGER --version | grep -oE '[0-9]+\.[0-9]+\.[0-9]+' | head -n1 | cut -d. -f1)
             if [ "$DNF_VERSION" -ge 5 ]; then
                 # DNF5: Use 'addrepo' to add the repository
-                $SUDO $PACKAGE_MANAGER config-manager addrepo --id=nome-repo --set=name="nvidia-cuda" --set=baseurl="https://developer.download.nvidia.com/compute/cuda/repos/$1$2/$(uname -m)/cuda-$1$2.repo"
+                $SUDO $PACKAGE_MANAGER config-manager addrepo --id=nvidia-cuda --set=name="nvidia-cuda" --set=baseurl="https://developer.download.nvidia.com/compute/cuda/repos/$1$2/$(uname -m)/cuda-$1$2.repo"
             else
                 # DNF4: Use '--add-repo' to add the repository
                 $SUDO $PACKAGE_MANAGER config-manager --add-repo https://developer.download.nvidia.com/compute/cuda/repos/$1$2/$(uname -m)/cuda-$1$2.repo
@@ -367,6 +392,64 @@ install_cuda_driver_yum() {
     $SUDO $PACKAGE_MANAGER -y install cuda-drivers
 }
 
+install_fedora_nvidia_kernel_drivers(){
+
+  #We want to give the user the choice to install the akmod kernel drivers or not, since it could break some setups
+  warn "+------------------------------------------------------------------------------------------------+"
+  warn "| WARNING:                                                                                       |"
+  warn "| Looks like the NVIDIA Kernel modules are not installed.                                        |"
+  warn "|                                                                                                |"
+  warn "| This script can try to install them using akmod-nvidia.                                        |"
+  warn "| - The script need the rpmfusion free and nonfree repos and will install them if not available. |"
+  warn "| - The akmod installation can sometimes inhibit the reboot command.                             |"
+  warn "|                                                                                                |"
+  warn "| Otherwise you can exit the install script and install them yourself.                           |"
+  warn "| NOTE: you will need to reboot after the installation.                                          |"
+  warn "+------------------------------------------------------------------------------------------------+"
+
+  while true; do
+    choice_warn "Do you wish for the script to try and install them? (akmod/exit) ";
+    read  Answer
+
+    if [ "$Answer" = "akmod" ]; then
+
+      DNF_VERSION=$($PACKAGE_MANAGER --version | grep -oE '[0-9]+\.[0-9]+\.[0-9]+' | head -n1 | cut -d. -f1)
+
+      OS_NAME=$ID
+      OS_VERSION=$VERSION_ID
+      FREE_URL="https://mirrors.rpmfusion.org/free/fedora/rpmfusion-free-release-${OS_VERSION}.noarch.rpm"
+      NONFREE_URL="https://mirrors.rpmfusion.org/nonfree/fedora/rpmfusion-nonfree-release-${OS_VERSION}.noarch.rpm"
+
+      curl -LO "$FREE_URL"
+      curl -LO "$NONFREE_URL"
+
+      if [ "$DNF_VERSION" -ge 5 ]; then
+          # DNF5:
+          $SUDO $PACKAGE_MANAGER install -y "rpmfusion-nonfree-release-$(rpm -E %fedora).noarch.rpm" "rpmfusion-nonfree-release-$(rpm -E %fedora).noarch.rpm"
+          $SUDO $PACKAGE_MANAGER install -y akmod-nvidia
+      else
+          # DNF4:
+          $SUDO $PACKAGE_MANAGER install -y "rpmfusion-nonfree-release-$(rpm -E %fedora).noarch.rpm" "rpmfusion-nonfree-release-$(rpm -E %fedora).noarch.rpm"
+          $SUDO $PACKAGE_MANAGER install -y akmod-nvidia
+      fi
+
+      $SUDO rm "rpmfusion-free-release-$(rpm -E %fedora).noarch.rpm"
+      $SUDO rm "rpmfusion-nonfree-release-$(rpm -E %fedora).noarch.rpm"
+
+      install_cuda_driver_yum $OS_NAME '41'
+
+      info "Nvidia driver installation complete, please reboot now and run the Install script again to complete the setup."
+      exit
+
+    elif [ "$Answer" = "exit" ]; then
+
+        aborted
+    else
+        warn "Invalid choice. Please enter 'akmod' or 'exit'."
+    fi
+  done
+}
+
 # ref: https://docs.nvidia.com/cuda/cuda-installation-guide-linux/index.html#ubuntu
 # ref: https://docs.nvidia.com/cuda/cuda-installation-guide-linux/index.html#debian
 install_cuda_driver_apt() {
@@ -485,7 +568,7 @@ install_docker() {
         $SUDO systemctl start docker
     fi
 
-    info "Starting LocalAI Docker container..."
+    info "Creating LocalAI Docker volume..."
     # Create volume if doesn't exist already
     if ! $SUDO docker volume inspect local-ai-data > /dev/null 2>&1; then
         $SUDO docker volume create local-ai-data
@@ -526,16 +609,18 @@ install_docker() {
             IMAGE_TAG=${LOCALAI_VERSION}-aio-gpu-nvidia-cuda-12
         fi
 
+        info "Checking Nvidia Kernel Drivers presence..."
         if ! available nvidia-smi; then
-          #TODO Temporary Bypass for Fedora Headless (Cloud Edition), need to find a way to install nvidia-smi without pulling x11
           OS_NAME=$ID
           OS_VERSION=$VERSION_ID
 
             case $OS_NAME in
                 debian|ubuntu) $SUDO apt-get -y install nvidia-cuda-toolkit;;
+                fedora) install_fedora_nvidia_kernel_drivers;;
             esac
         fi
 
+        info "Starting LocalAI Docker container..."
         $SUDO docker run -v local-ai-data:/build/models \
             --gpus all \
             --restart=always \
@@ -554,6 +639,7 @@ install_docker() {
             IMAGE_TAG=${LOCALAI_VERSION}-aio-gpu-hipblas
         fi
 
+        info "Starting LocalAI Docker container..."
         $SUDO docker run -v local-ai-data:/build/models \
             --device /dev/dri \
             --device /dev/kfd \
@@ -573,6 +659,7 @@ install_docker() {
             IMAGE_TAG=${LOCALAI_VERSION}-aio-gpu-intel-f32
         fi
 
+        info "Starting LocalAI Docker container..."
         $SUDO docker run -v local-ai-data:/build/models \
             --device /dev/dri \
             --restart=always \
@@ -590,6 +677,8 @@ install_docker() {
         if [ "$USE_AIO" = true ]; then
             IMAGE_TAG=${LOCALAI_VERSION}-aio-cpu
         fi
+
+        info "Starting LocalAI Docker container..."
         $SUDO docker run -v local-ai-data:/models \
                 --restart=always \
                 -e MODELS_PATH=/models \

From 1559b6b5225bb934dad766b7d0971119e7ca8a96 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 26 Apr 2025 17:17:18 +0200
Subject: [PATCH 539/679] chore(model gallery): add
 l3.3-geneticlemonade-unleashed-v2-70b (#5249)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 19 +++++++++++++++++++
 1 file changed, 19 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 8d07009e..3a6a48f4 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -1661,6 +1661,25 @@
     - filename: Llama_3.3_70b_DarkHorse.i1-Q4_K_M.gguf
       sha256: 413a0b9203326ea78fdbdcfd89a3e0475a18f0f73fee3a6bfe1327e7b48942e2
       uri: huggingface://mradermacher/Llama_3.3_70b_DarkHorse-i1-GGUF/Llama_3.3_70b_DarkHorse.i1-Q4_K_M.gguf
+- !!merge <<: *llama33
+  name: "l3.3-geneticlemonade-unleashed-v2-70b"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/65b19c6c638328850e12d38c/0GTX4-erpPflLOkfH5sU5.png
+  urls:
+    - https://huggingface.co/zerofata/L3.3-GeneticLemonade-Unleashed-v2-70B
+    - https://huggingface.co/mradermacher/L3.3-GeneticLemonade-Unleashed-v2-70B-GGUF
+  description: |
+    An experimental release.
+
+    zerofata/GeneticLemonade-Unleashed qlora trained on a test dataset. Performance is improved from the original in my testing, but there are possibly (likely?) areas where the model will underperform which I am looking for feedback on.
+
+    This is a creative model intended to excel at character driven RP / ERP. It has not been tested or trained on adventure stories or any large amounts of creative writing.
+  overrides:
+    parameters:
+      model: L3.3-GeneticLemonade-Unleashed-v2-70B.Q4_K_M.gguf
+  files:
+    - filename: L3.3-GeneticLemonade-Unleashed-v2-70B.Q4_K_M.gguf
+      sha256: 347f0b7cea9926537643dafbe442d830734399bb6e6ff6c5bc0f69e583444548
+      uri: huggingface://mradermacher/L3.3-GeneticLemonade-Unleashed-v2-70B-GGUF/L3.3-GeneticLemonade-Unleashed-v2-70B.Q4_K_M.gguf
 - &rwkv
   url: "github:mudler/LocalAI/gallery/rwkv.yaml@master"
   name: "rwkv-6-world-7b"

From 98df65c7aa2f170b554c65f194d549e4d83a0a15 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 26 Apr 2025 17:19:20 +0200
Subject: [PATCH 540/679] chore(model gallery): add
 l3.3-genetic-lemonade-sunset-70b (#5250)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 20 ++++++++++++++++++++
 1 file changed, 20 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 3a6a48f4..6f14be26 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -1680,6 +1680,26 @@
     - filename: L3.3-GeneticLemonade-Unleashed-v2-70B.Q4_K_M.gguf
       sha256: 347f0b7cea9926537643dafbe442d830734399bb6e6ff6c5bc0f69e583444548
       uri: huggingface://mradermacher/L3.3-GeneticLemonade-Unleashed-v2-70B-GGUF/L3.3-GeneticLemonade-Unleashed-v2-70B.Q4_K_M.gguf
+- !!merge <<: *llama33
+  name: "l3.3-genetic-lemonade-sunset-70b"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/65b19c6c638328850e12d38c/txglu74hAoRrQw91rESrD.png
+  urls:
+    - https://huggingface.co/zerofata/L3.3-Genetic-Lemonade-Sunset-70B
+    - https://huggingface.co/mradermacher/L3.3-Genetic-Lemonade-Sunset-70B-GGUF
+  description: |
+    Inspired to learn how to merge by the Nevoria series from SteelSkull.
+
+    I wasn't planning to release any more models in this series, but I wasn't fully satisfied with Unleashed or the Final version. I happened upon the below when testing merges and found myself coming back to it, so decided to publish.
+    Model Comparison
+
+    Designed for RP and creative writing, all three models are focused around striking a balance between writing style, creativity and intelligence.
+  overrides:
+    parameters:
+      model: L3.3-Genetic-Lemonade-Sunset-70B.Q4_K_M.gguf
+  files:
+    - filename: L3.3-Genetic-Lemonade-Sunset-70B.Q4_K_M.gguf
+      sha256: 743c11180c0c9168c0fe31a97f9d2efe0dd749c2797d749821fcb1d6932c19f7
+      uri: huggingface://mradermacher/L3.3-Genetic-Lemonade-Sunset-70B-GGUF/L3.3-Genetic-Lemonade-Sunset-70B.Q4_K_M.gguf
 - &rwkv
   url: "github:mudler/LocalAI/gallery/rwkv.yaml@master"
   name: "rwkv-6-world-7b"

From dc7c51dcc72bafa2a6cc63dfb93196fd66d4a93a Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@localai.io>
Date: Sat, 26 Apr 2025 17:27:50 +0200
Subject: [PATCH 541/679] chore(model gallery): fix correct filename for
 gemma-3-27b-it-qat

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 6f14be26..dfc0b492 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -129,7 +129,7 @@
     parameters:
       model: google_gemma-3-27b-it-qat-Q4_0.gguf
   files:
-    - filename: gemma-3-27b-it-q4_0.gguf
+    - filename: google_gemma-3-27b-it-qat-Q4_0.gguf
       sha256: 4f1e32db877a9339df2d6529c1635570425cbe81f0aa3f7dd5d1452f2e632b42
       uri: huggingface://bartowski/google_gemma-3-27b-it-qat-GGUF/google_gemma-3-27b-it-qat-Q4_0.gguf
 - !!merge <<: *gemma3

From a67d22f5f2f8064a767226b20866cf8097ac67a5 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@localai.io>
Date: Sat, 26 Apr 2025 17:31:40 +0200
Subject: [PATCH 542/679] chore(model gallery): add mmproj to gemma3 models
 (now working)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 12 ++++++++++++
 1 file changed, 12 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index dfc0b492..cf87c0fb 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -90,12 +90,16 @@
 
     You can find the half-precision version here.
   overrides:
+    mmproj: mmproj-google_gemma-3-12b-it-qat-f16.gguf
     parameters:
       model: google_gemma-3-12b-it-qat-Q4_0.gguf
   files:
     - filename: google_gemma-3-12b-it-qat-Q4_0.gguf
       sha256: 2ad4c9ce431a2d5b80af37983828c2cfb8f4909792ca5075e0370e3a71ca013d
       uri: huggingface://bartowski/google_gemma-3-12b-it-qat-GGUF/google_gemma-3-12b-it-qat-Q4_0.gguf
+    - filename: mmproj-google_gemma-3-12b-it-qat-f16.gguf
+      sha256:	30c02d056410848227001830866e0a269fcc28aaf8ca971bded494003de9f5a5
+      uri: huggingface://bartowski/google_gemma-3-12b-it-qat-GGUF/mmproj-google_gemma-3-12b-it-qat-f16.gguf
 - !!merge <<: *gemma3
   name: "gemma-3-4b-it-qat"
   urls:
@@ -108,12 +112,16 @@
 
     You can find the half-precision version here.
   overrides:
+    mmproj: mmproj-google_gemma-3-4b-it-qat-f16.gguf
     parameters:
       model: google_gemma-3-4b-it-qat-Q4_0.gguf
   files:
     - filename: google_gemma-3-4b-it-qat-Q4_0.gguf
       sha256: 0231e2cba887f4c7834c39b34251e26b2eebbb71dfac0f7e6e2b2c2531c1a583
       uri: huggingface://bartowski/google_gemma-3-4b-it-qat-GGUF/google_gemma-3-4b-it-qat-Q4_0.gguf
+    - filename: mmproj-google_gemma-3-4b-it-qat-f16.gguf
+      sha256: 8c0fb064b019a6972856aaae2c7e4792858af3ca4561be2dbf649123ba6c40cb
+      uri: huggingface://bartowski/google_gemma-3-4b-it-qat-GGUF/mmproj-google_gemma-3-4b-it-qat-f16.gguf
 - !!merge <<: *gemma3
   name: "gemma-3-27b-it-qat"
   urls:
@@ -126,12 +134,16 @@
 
     You can find the half-precision version here.
   overrides:
+    mmproj: mmproj-google_gemma-3-27b-it-qat-f16.gguf
     parameters:
       model: google_gemma-3-27b-it-qat-Q4_0.gguf
   files:
     - filename: google_gemma-3-27b-it-qat-Q4_0.gguf
       sha256: 4f1e32db877a9339df2d6529c1635570425cbe81f0aa3f7dd5d1452f2e632b42
       uri: huggingface://bartowski/google_gemma-3-27b-it-qat-GGUF/google_gemma-3-27b-it-qat-Q4_0.gguf
+    - filename: mmproj-google_gemma-3-27b-it-qat-f16.gguf
+      sha256: 54cb61c842fe49ac3c89bc1a614a2778163eb49f3dec2b90ff688b4c0392cb48
+      uri: huggingface://bartowski/google_gemma-3-27b-it-qat-GGUF/mmproj-google_gemma-3-27b-it-qat-f16.gguf
 - !!merge <<: *gemma3
   name: "qgallouedec_gemma-3-27b-it-codeforces-sft"
   urls:

From 2c9279a54218a61285ec8984110a1a623545f8f5 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 26 Apr 2025 18:05:01 +0200
Subject: [PATCH 543/679] feat(video-gen): add endpoint for video generation
 (#5247)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 backend/backend.proto                        |  14 ++
 core/application/startup.go                  |  10 +-
 core/backend/soundgeneration.go              |  11 +-
 core/backend/tts.go                          |   7 +-
 core/backend/video.go                        |  36 ++++
 core/cli/run.go                              |   6 +-
 core/cli/soundgeneration.go                  |   2 +-
 core/cli/tts.go                              |   8 +-
 core/config/application_config.go            |  39 ++--
 core/config/backend_config.go                |  37 ++--
 core/http/app.go                             |  19 +-
 core/http/app_test.go                        |   3 +-
 core/http/endpoints/localai/video.go         | 205 +++++++++++++++++++
 core/http/endpoints/openai/image.go          |   7 +-
 core/http/routes/localai.go                  |   5 +
 core/schema/localai.go                       |  14 ++
 docs/content/docs/advanced/advanced-usage.md |   3 +-
 pkg/grpc/backend.go                          |   1 +
 pkg/grpc/base/base.go                        |   4 +
 pkg/grpc/client.go                           |  22 ++
 pkg/grpc/embed.go                            |   4 +
 pkg/grpc/interface.go                        |   1 +
 pkg/grpc/server.go                           |  12 ++
 23 files changed, 401 insertions(+), 69 deletions(-)
 create mode 100644 core/backend/video.go
 create mode 100644 core/http/endpoints/localai/video.go

diff --git a/backend/backend.proto b/backend/backend.proto
index d5028efa..cdf09bf2 100644
--- a/backend/backend.proto
+++ b/backend/backend.proto
@@ -14,6 +14,7 @@ service Backend {
   rpc PredictStream(PredictOptions) returns (stream Reply) {}
   rpc Embedding(PredictOptions) returns (EmbeddingResult) {}
   rpc GenerateImage(GenerateImageRequest) returns (Result) {}
+  rpc GenerateVideo(GenerateVideoRequest) returns (Result) {}
   rpc AudioTranscription(TranscriptRequest) returns (TranscriptResult) {}
   rpc TTS(TTSRequest) returns (Result) {}
   rpc SoundGeneration(SoundGenerationRequest) returns (Result) {}
@@ -301,6 +302,19 @@ message GenerateImageRequest {
   int32 CLIPSkip = 11;
 }
 
+message GenerateVideoRequest {
+  string prompt = 1;
+  string start_image = 2;  // Path or base64 encoded image for the start frame
+  string end_image = 3;    // Path or base64 encoded image for the end frame
+  int32 width = 4;
+  int32 height = 5;
+  int32 num_frames = 6;    // Number of frames to generate
+  int32 fps = 7;          // Frames per second
+  int32 seed = 8;
+  float cfg_scale = 9;    // Classifier-free guidance scale
+  string dst = 10;        // Output path for the generated video
+}
+
 message TTSRequest {
   string text = 1;
   string model = 2;
diff --git a/core/application/startup.go b/core/application/startup.go
index 6c93f03f..25b3691b 100644
--- a/core/application/startup.go
+++ b/core/application/startup.go
@@ -43,18 +43,12 @@ func New(opts ...config.AppOption) (*Application, error) {
 	if err != nil {
 		return nil, fmt.Errorf("unable to create ModelPath: %q", err)
 	}
-	if options.ImageDir != "" {
-		err := os.MkdirAll(options.ImageDir, 0750)
+	if options.GeneratedContentDir != "" {
+		err := os.MkdirAll(options.GeneratedContentDir, 0750)
 		if err != nil {
 			return nil, fmt.Errorf("unable to create ImageDir: %q", err)
 		}
 	}
-	if options.AudioDir != "" {
-		err := os.MkdirAll(options.AudioDir, 0750)
-		if err != nil {
-			return nil, fmt.Errorf("unable to create AudioDir: %q", err)
-		}
-	}
 	if options.UploadDir != "" {
 		err := os.MkdirAll(options.UploadDir, 0750)
 		if err != nil {
diff --git a/core/backend/soundgeneration.go b/core/backend/soundgeneration.go
index 94ec9c89..6379fb28 100644
--- a/core/backend/soundgeneration.go
+++ b/core/backend/soundgeneration.go
@@ -35,12 +35,17 @@ func SoundGeneration(
 		return "", nil, fmt.Errorf("could not load sound generation model")
 	}
 
-	if err := os.MkdirAll(appConfig.AudioDir, 0750); err != nil {
+	if err := os.MkdirAll(appConfig.GeneratedContentDir, 0750); err != nil {
 		return "", nil, fmt.Errorf("failed creating audio directory: %s", err)
 	}
 
-	fileName := utils.GenerateUniqueFileName(appConfig.AudioDir, "sound_generation", ".wav")
-	filePath := filepath.Join(appConfig.AudioDir, fileName)
+	audioDir := filepath.Join(appConfig.GeneratedContentDir, "audio")
+	if err := os.MkdirAll(audioDir, 0750); err != nil {
+		return "", nil, fmt.Errorf("failed creating audio directory: %s", err)
+	}
+
+	fileName := utils.GenerateUniqueFileName(audioDir, "sound_generation", ".wav")
+	filePath := filepath.Join(audioDir, fileName)
 
 	res, err := soundGenModel.SoundGeneration(context.Background(), &proto.SoundGenerationRequest{
 		Text:        text,
diff --git a/core/backend/tts.go b/core/backend/tts.go
index 6157f4c1..81674016 100644
--- a/core/backend/tts.go
+++ b/core/backend/tts.go
@@ -32,12 +32,13 @@ func ModelTTS(
 		return "", nil, fmt.Errorf("could not load tts model %q", backendConfig.Model)
 	}
 
-	if err := os.MkdirAll(appConfig.AudioDir, 0750); err != nil {
+	audioDir := filepath.Join(appConfig.GeneratedContentDir, "audio")
+	if err := os.MkdirAll(audioDir, 0750); err != nil {
 		return "", nil, fmt.Errorf("failed creating audio directory: %s", err)
 	}
 
-	fileName := utils.GenerateUniqueFileName(appConfig.AudioDir, "tts", ".wav")
-	filePath := filepath.Join(appConfig.AudioDir, fileName)
+	fileName := utils.GenerateUniqueFileName(audioDir, "tts", ".wav")
+	filePath := filepath.Join(audioDir, fileName)
 
 	// We join the model name to the model path here. This seems to only be done for TTS and is HIGHLY suspect.
 	// This should be addressed in a follow up PR soon.
diff --git a/core/backend/video.go b/core/backend/video.go
new file mode 100644
index 00000000..49241070
--- /dev/null
+++ b/core/backend/video.go
@@ -0,0 +1,36 @@
+package backend
+
+import (
+	"github.com/mudler/LocalAI/core/config"
+
+	"github.com/mudler/LocalAI/pkg/grpc/proto"
+	model "github.com/mudler/LocalAI/pkg/model"
+)
+
+func VideoGeneration(height, width int32, prompt, startImage, endImage, dst string, loader *model.ModelLoader, backendConfig config.BackendConfig, appConfig *config.ApplicationConfig) (func() error, error) {
+
+	opts := ModelOptions(backendConfig, appConfig)
+	inferenceModel, err := loader.Load(
+		opts...,
+	)
+	if err != nil {
+		return nil, err
+	}
+	defer loader.Close()
+
+	fn := func() error {
+		_, err := inferenceModel.GenerateVideo(
+			appConfig.Context,
+			&proto.GenerateVideoRequest{
+				Height:     height,
+				Width:      width,
+				Prompt:     prompt,
+				StartImage: startImage,
+				EndImage:   endImage,
+				Dst:        dst,
+			})
+		return err
+	}
+
+	return fn, nil
+}
diff --git a/core/cli/run.go b/core/cli/run.go
index b245da67..5bc8913a 100644
--- a/core/cli/run.go
+++ b/core/cli/run.go
@@ -21,8 +21,7 @@ type RunCMD struct {
 
 	ModelsPath                   string        `env:"LOCALAI_MODELS_PATH,MODELS_PATH" type:"path" default:"${basepath}/models" help:"Path containing models used for inferencing" group:"storage"`
 	BackendAssetsPath            string        `env:"LOCALAI_BACKEND_ASSETS_PATH,BACKEND_ASSETS_PATH" type:"path" default:"/tmp/localai/backend_data" help:"Path used to extract libraries that are required by some of the backends in runtime" group:"storage"`
-	ImagePath                    string        `env:"LOCALAI_IMAGE_PATH,IMAGE_PATH" type:"path" default:"/tmp/generated/images" help:"Location for images generated by backends (e.g. stablediffusion)" group:"storage"`
-	AudioPath                    string        `env:"LOCALAI_AUDIO_PATH,AUDIO_PATH" type:"path" default:"/tmp/generated/audio" help:"Location for audio generated by backends (e.g. piper)" group:"storage"`
+	GeneratedContentPath         string        `env:"LOCALAI_GENERATED_CONTENT_PATH,GENERATED_CONTENT_PATH" type:"path" default:"/tmp/generated/content" help:"Location for generated content (e.g. images, audio, videos)" group:"storage"`
 	UploadPath                   string        `env:"LOCALAI_UPLOAD_PATH,UPLOAD_PATH" type:"path" default:"/tmp/localai/upload" help:"Path to store uploads from files api" group:"storage"`
 	ConfigPath                   string        `env:"LOCALAI_CONFIG_PATH,CONFIG_PATH" default:"/tmp/localai/config" group:"storage"`
 	LocalaiConfigDir             string        `env:"LOCALAI_CONFIG_DIR" type:"path" default:"${basepath}/configuration" help:"Directory for dynamic loading of certain configuration files (currently api_keys.json and external_backends.json)" group:"storage"`
@@ -81,8 +80,7 @@ func (r *RunCMD) Run(ctx *cliContext.Context) error {
 		config.WithModelPath(r.ModelsPath),
 		config.WithContextSize(r.ContextSize),
 		config.WithDebug(zerolog.GlobalLevel() <= zerolog.DebugLevel),
-		config.WithImageDir(r.ImagePath),
-		config.WithAudioDir(r.AudioPath),
+		config.WithGeneratedContentDir(r.GeneratedContentPath),
 		config.WithUploadDir(r.UploadPath),
 		config.WithConfigsDir(r.ConfigPath),
 		config.WithDynamicConfigDir(r.LocalaiConfigDir),
diff --git a/core/cli/soundgeneration.go b/core/cli/soundgeneration.go
index 3c7e9af4..b7c1d0fe 100644
--- a/core/cli/soundgeneration.go
+++ b/core/cli/soundgeneration.go
@@ -70,7 +70,7 @@ func (t *SoundGenerationCMD) Run(ctx *cliContext.Context) error {
 	opts := &config.ApplicationConfig{
 		ModelPath:            t.ModelsPath,
 		Context:              context.Background(),
-		AudioDir:             outputDir,
+		GeneratedContentDir:  outputDir,
 		AssetsDestination:    t.BackendAssetsPath,
 		ExternalGRPCBackends: externalBackends,
 	}
diff --git a/core/cli/tts.go b/core/cli/tts.go
index 283372fe..074487e6 100644
--- a/core/cli/tts.go
+++ b/core/cli/tts.go
@@ -36,10 +36,10 @@ func (t *TTSCMD) Run(ctx *cliContext.Context) error {
 	text := strings.Join(t.Text, " ")
 
 	opts := &config.ApplicationConfig{
-		ModelPath:         t.ModelsPath,
-		Context:           context.Background(),
-		AudioDir:          outputDir,
-		AssetsDestination: t.BackendAssetsPath,
+		ModelPath:           t.ModelsPath,
+		Context:             context.Background(),
+		GeneratedContentDir: outputDir,
+		AssetsDestination:   t.BackendAssetsPath,
 	}
 	ml := model.NewModelLoader(opts.ModelPath, opts.SingleBackend)
 
diff --git a/core/config/application_config.go b/core/config/application_config.go
index 2cc9b01b..9648e454 100644
--- a/core/config/application_config.go
+++ b/core/config/application_config.go
@@ -19,20 +19,21 @@ type ApplicationConfig struct {
 	UploadLimitMB, Threads, ContextSize int
 	F16                                 bool
 	Debug                               bool
-	ImageDir                            string
-	AudioDir                            string
-	UploadDir                           string
-	ConfigsDir                          string
-	DynamicConfigsDir                   string
-	DynamicConfigsDirPollInterval       time.Duration
-	CORS                                bool
-	CSRF                                bool
-	PreloadJSONModels                   string
-	PreloadModelsFromPath               string
-	CORSAllowOrigins                    string
-	ApiKeys                             []string
-	P2PToken                            string
-	P2PNetworkID                        string
+	GeneratedContentDir                 string
+
+	ConfigsDir string
+	UploadDir  string
+
+	DynamicConfigsDir             string
+	DynamicConfigsDirPollInterval time.Duration
+	CORS                          bool
+	CSRF                          bool
+	PreloadJSONModels             string
+	PreloadModelsFromPath         string
+	CORSAllowOrigins              string
+	ApiKeys                       []string
+	P2PToken                      string
+	P2PNetworkID                  string
 
 	DisableWebUI                       bool
 	EnforcePredownloadScans            bool
@@ -279,15 +280,9 @@ func WithDebug(debug bool) AppOption {
 	}
 }
 
-func WithAudioDir(audioDir string) AppOption {
+func WithGeneratedContentDir(generatedContentDir string) AppOption {
 	return func(o *ApplicationConfig) {
-		o.AudioDir = audioDir
-	}
-}
-
-func WithImageDir(imageDir string) AppOption {
-	return func(o *ApplicationConfig) {
-		o.ImageDir = imageDir
+		o.GeneratedContentDir = generatedContentDir
 	}
 }
 
diff --git a/core/config/backend_config.go b/core/config/backend_config.go
index 2c022912..cb1263a6 100644
--- a/core/config/backend_config.go
+++ b/core/config/backend_config.go
@@ -436,18 +436,19 @@ func (c *BackendConfig) HasTemplate() bool {
 type BackendConfigUsecases int
 
 const (
-	FLAG_ANY              BackendConfigUsecases = 0b00000000000
-	FLAG_CHAT             BackendConfigUsecases = 0b00000000001
-	FLAG_COMPLETION       BackendConfigUsecases = 0b00000000010
-	FLAG_EDIT             BackendConfigUsecases = 0b00000000100
-	FLAG_EMBEDDINGS       BackendConfigUsecases = 0b00000001000
-	FLAG_RERANK           BackendConfigUsecases = 0b00000010000
-	FLAG_IMAGE            BackendConfigUsecases = 0b00000100000
-	FLAG_TRANSCRIPT       BackendConfigUsecases = 0b00001000000
-	FLAG_TTS              BackendConfigUsecases = 0b00010000000
-	FLAG_SOUND_GENERATION BackendConfigUsecases = 0b00100000000
-	FLAG_TOKENIZE         BackendConfigUsecases = 0b01000000000
-	FLAG_VAD              BackendConfigUsecases = 0b10000000000
+	FLAG_ANY              BackendConfigUsecases = 0b000000000000
+	FLAG_CHAT             BackendConfigUsecases = 0b000000000001
+	FLAG_COMPLETION       BackendConfigUsecases = 0b000000000010
+	FLAG_EDIT             BackendConfigUsecases = 0b000000000100
+	FLAG_EMBEDDINGS       BackendConfigUsecases = 0b000000001000
+	FLAG_RERANK           BackendConfigUsecases = 0b000000010000
+	FLAG_IMAGE            BackendConfigUsecases = 0b000000100000
+	FLAG_TRANSCRIPT       BackendConfigUsecases = 0b000001000000
+	FLAG_TTS              BackendConfigUsecases = 0b000010000000
+	FLAG_SOUND_GENERATION BackendConfigUsecases = 0b000100000000
+	FLAG_TOKENIZE         BackendConfigUsecases = 0b001000000000
+	FLAG_VAD              BackendConfigUsecases = 0b010000000000
+	FLAG_VIDEO            BackendConfigUsecases = 0b100000000000
 
 	// Common Subsets
 	FLAG_LLM BackendConfigUsecases = FLAG_CHAT | FLAG_COMPLETION | FLAG_EDIT
@@ -468,6 +469,7 @@ func GetAllBackendConfigUsecases() map[string]BackendConfigUsecases {
 		"FLAG_TOKENIZE":         FLAG_TOKENIZE,
 		"FLAG_VAD":              FLAG_VAD,
 		"FLAG_LLM":              FLAG_LLM,
+		"FLAG_VIDEO":            FLAG_VIDEO,
 	}
 }
 
@@ -532,6 +534,17 @@ func (c *BackendConfig) GuessUsecases(u BackendConfigUsecases) bool {
 			return false
 		}
 
+	}
+	if (u & FLAG_VIDEO) == FLAG_VIDEO {
+		videoBackends := []string{"diffusers", "stablediffusion"}
+		if !slices.Contains(videoBackends, c.Backend) {
+			return false
+		}
+
+		if c.Backend == "diffusers" && c.Diffusers.PipelineType == "" {
+			return false
+		}
+
 	}
 	if (u & FLAG_RERANK) == FLAG_RERANK {
 		if c.Backend != "rerankers" {
diff --git a/core/http/app.go b/core/http/app.go
index 57f95465..0edd7ef1 100644
--- a/core/http/app.go
+++ b/core/http/app.go
@@ -5,6 +5,8 @@ import (
 	"errors"
 	"fmt"
 	"net/http"
+	"os"
+	"path/filepath"
 
 	"github.com/dave-gray101/v2keyauth"
 	"github.com/mudler/LocalAI/pkg/utils"
@@ -153,12 +155,19 @@ func API(application *application.Application) (*fiber.App, error) {
 		Browse:     true,
 	}))
 
-	if application.ApplicationConfig().ImageDir != "" {
-		router.Static("/generated-images", application.ApplicationConfig().ImageDir)
-	}
+	if application.ApplicationConfig().GeneratedContentDir != "" {
+		os.MkdirAll(application.ApplicationConfig().GeneratedContentDir, 0750)
+		audioPath := filepath.Join(application.ApplicationConfig().GeneratedContentDir, "audio")
+		imagePath := filepath.Join(application.ApplicationConfig().GeneratedContentDir, "images")
+		videoPath := filepath.Join(application.ApplicationConfig().GeneratedContentDir, "videos")
 
-	if application.ApplicationConfig().AudioDir != "" {
-		router.Static("/generated-audio", application.ApplicationConfig().AudioDir)
+		os.MkdirAll(audioPath, 0750)
+		os.MkdirAll(imagePath, 0750)
+		os.MkdirAll(videoPath, 0750)
+
+		router.Static("/generated-audio", audioPath)
+		router.Static("/generated-images", imagePath)
+		router.Static("/generated-videos", videoPath)
 	}
 
 	// Auth is applied to _all_ endpoints. No exceptions. Filtering out endpoints to bypass is the role of the Filter property of the KeyAuth Configuration
diff --git a/core/http/app_test.go b/core/http/app_test.go
index ecaf6da3..8d12c496 100644
--- a/core/http/app_test.go
+++ b/core/http/app_test.go
@@ -629,8 +629,7 @@ var _ = Describe("API test", func() {
 			application, err := application.New(
 				append(commonOpts,
 					config.WithContext(c),
-					config.WithAudioDir(tmpdir),
-					config.WithImageDir(tmpdir),
+					config.WithGeneratedContentDir(tmpdir),
 					config.WithGalleries(galleries),
 					config.WithModelPath(modelDir),
 					config.WithBackendAssets(backendAssets),
diff --git a/core/http/endpoints/localai/video.go b/core/http/endpoints/localai/video.go
new file mode 100644
index 00000000..bec8a6a1
--- /dev/null
+++ b/core/http/endpoints/localai/video.go
@@ -0,0 +1,205 @@
+package localai
+
+import (
+	"bufio"
+	"encoding/base64"
+	"encoding/json"
+	"fmt"
+	"io"
+	"net/http"
+	"os"
+	"path/filepath"
+	"strings"
+	"time"
+
+	"github.com/google/uuid"
+	"github.com/mudler/LocalAI/core/config"
+	"github.com/mudler/LocalAI/core/http/middleware"
+	"github.com/mudler/LocalAI/core/schema"
+
+	"github.com/mudler/LocalAI/core/backend"
+
+	"github.com/gofiber/fiber/v2"
+	model "github.com/mudler/LocalAI/pkg/model"
+	"github.com/rs/zerolog/log"
+)
+
+func downloadFile(url string) (string, error) {
+	// Get the data
+	resp, err := http.Get(url)
+	if err != nil {
+		return "", err
+	}
+	defer resp.Body.Close()
+
+	// Create the file
+	out, err := os.CreateTemp("", "video")
+	if err != nil {
+		return "", err
+	}
+	defer out.Close()
+
+	// Write the body to file
+	_, err = io.Copy(out, resp.Body)
+	return out.Name(), err
+}
+
+//
+
+/*
+*
+
+	curl http://localhost:8080/v1/images/generations \
+	  -H "Content-Type: application/json" \
+	  -d '{
+	    "prompt": "A cute baby sea otter",
+	    "n": 1,
+	    "size": "512x512"
+	  }'
+
+*
+*/
+// VideoEndpoint
+// @Summary Creates a video given a prompt.
+// @Param request body schema.OpenAIRequest true "query params"
+// @Success 200 {object} schema.OpenAIResponse "Response"
+// @Router /video [post]
+func VideoEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, appConfig *config.ApplicationConfig) func(c *fiber.Ctx) error {
+	return func(c *fiber.Ctx) error {
+		input, ok := c.Locals(middleware.CONTEXT_LOCALS_KEY_LOCALAI_REQUEST).(*schema.VideoRequest)
+		if !ok || input.Model == "" {
+			log.Error().Msg("Video Endpoint - Invalid Input")
+			return fiber.ErrBadRequest
+		}
+
+		config, ok := c.Locals(middleware.CONTEXT_LOCALS_KEY_MODEL_CONFIG).(*config.BackendConfig)
+		if !ok || config == nil {
+			log.Error().Msg("Video Endpoint - Invalid Config")
+			return fiber.ErrBadRequest
+		}
+
+		src := ""
+		if input.StartImage != "" {
+
+			var fileData []byte
+			var err error
+			// check if input.File is an URL, if so download it and save it
+			// to a temporary file
+			if strings.HasPrefix(input.StartImage, "http://") || strings.HasPrefix(input.StartImage, "https://") {
+				out, err := downloadFile(input.StartImage)
+				if err != nil {
+					return fmt.Errorf("failed downloading file:%w", err)
+				}
+				defer os.RemoveAll(out)
+
+				fileData, err = os.ReadFile(out)
+				if err != nil {
+					return fmt.Errorf("failed reading file:%w", err)
+				}
+
+			} else {
+				// base 64 decode the file and write it somewhere
+				// that we will cleanup
+				fileData, err = base64.StdEncoding.DecodeString(input.StartImage)
+				if err != nil {
+					return err
+				}
+			}
+
+			// Create a temporary file
+			outputFile, err := os.CreateTemp(appConfig.GeneratedContentDir, "b64")
+			if err != nil {
+				return err
+			}
+			// write the base64 result
+			writer := bufio.NewWriter(outputFile)
+			_, err = writer.Write(fileData)
+			if err != nil {
+				outputFile.Close()
+				return err
+			}
+			outputFile.Close()
+			src = outputFile.Name()
+			defer os.RemoveAll(src)
+		}
+
+		log.Debug().Msgf("Parameter Config: %+v", config)
+
+		switch config.Backend {
+		case "stablediffusion":
+			config.Backend = model.StableDiffusionGGMLBackend
+		case "":
+			config.Backend = model.StableDiffusionGGMLBackend
+		}
+
+		width := input.Width
+		height := input.Height
+
+		if width == 0 {
+			width = 512
+		}
+		if height == 0 {
+			height = 512
+		}
+
+		b64JSON := input.ResponseFormat == "b64_json"
+
+		tempDir := ""
+		if !b64JSON {
+			tempDir = filepath.Join(appConfig.GeneratedContentDir, "videos")
+		}
+		// Create a temporary file
+		outputFile, err := os.CreateTemp(tempDir, "b64")
+		if err != nil {
+			return err
+		}
+		outputFile.Close()
+
+		// TODO: use mime type to determine the extension
+		output := outputFile.Name() + ".mp4"
+
+		// Rename the temporary file
+		err = os.Rename(outputFile.Name(), output)
+		if err != nil {
+			return err
+		}
+
+		baseURL := c.BaseURL()
+
+		fn, err := backend.VideoGeneration(height, width, input.Prompt, src, input.EndImage, output, ml, *config, appConfig)
+		if err != nil {
+			return err
+		}
+		if err := fn(); err != nil {
+			return err
+		}
+
+		item := &schema.Item{}
+
+		if b64JSON {
+			defer os.RemoveAll(output)
+			data, err := os.ReadFile(output)
+			if err != nil {
+				return err
+			}
+			item.B64JSON = base64.StdEncoding.EncodeToString(data)
+		} else {
+			base := filepath.Base(output)
+			item.URL = baseURL + "/generated-videos/" + base
+		}
+
+		id := uuid.New().String()
+		created := int(time.Now().Unix())
+		resp := &schema.OpenAIResponse{
+			ID:      id,
+			Created: created,
+			Data:    []schema.Item{*item},
+		}
+
+		jsonResult, _ := json.Marshal(resp)
+		log.Debug().Msgf("Response: %s", jsonResult)
+
+		// Return the prediction in the response body
+		return c.JSON(resp)
+	}
+}
diff --git a/core/http/endpoints/openai/image.go b/core/http/endpoints/openai/image.go
index e4ff26db..3ac07cdc 100644
--- a/core/http/endpoints/openai/image.go
+++ b/core/http/endpoints/openai/image.go
@@ -72,7 +72,7 @@ func ImageEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, appCon
 			log.Error().Msg("Image Endpoint - Invalid Input")
 			return fiber.ErrBadRequest
 		}
-		
+
 		config, ok := c.Locals(middleware.CONTEXT_LOCALS_KEY_MODEL_CONFIG).(*config.BackendConfig)
 		if !ok || config == nil {
 			log.Error().Msg("Image Endpoint - Invalid Config")
@@ -108,7 +108,7 @@ func ImageEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, appCon
 			}
 
 			// Create a temporary file
-			outputFile, err := os.CreateTemp(appConfig.ImageDir, "b64")
+			outputFile, err := os.CreateTemp(appConfig.GeneratedContentDir, "b64")
 			if err != nil {
 				return err
 			}
@@ -184,7 +184,7 @@ func ImageEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, appCon
 
 				tempDir := ""
 				if !b64JSON {
-					tempDir = appConfig.ImageDir
+					tempDir = filepath.Join(appConfig.GeneratedContentDir, "images")
 				}
 				// Create a temporary file
 				outputFile, err := os.CreateTemp(tempDir, "b64")
@@ -192,6 +192,7 @@ func ImageEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, appCon
 					return err
 				}
 				outputFile.Close()
+
 				output := outputFile.Name() + ".png"
 				// Rename the temporary file
 				err = os.Rename(outputFile.Name(), output)
diff --git a/core/http/routes/localai.go b/core/http/routes/localai.go
index ebf9c1c9..e369a559 100644
--- a/core/http/routes/localai.go
+++ b/core/http/routes/localai.go
@@ -59,6 +59,11 @@ func RegisterLocalAIRoutes(router *fiber.App,
 		router.Get("/metrics", localai.LocalAIMetricsEndpoint())
 	}
 
+	router.Post("/video",
+		requestExtractor.BuildFilteredFirstAvailableDefaultModel(config.BuildUsecaseFilterFn(config.FLAG_VIDEO)),
+		requestExtractor.SetModelAndConfig(func() schema.LocalAIRequest { return new(schema.VideoRequest) }),
+		localai.VideoEndpoint(cl, ml, appConfig))
+
 	// Backend Statistics Module
 	// TODO: Should these use standard middlewares? Refactor later, they are extremely simple.
 	backendMonitorService := services.NewBackendMonitorService(ml, cl, appConfig) // Split out for now
diff --git a/core/schema/localai.go b/core/schema/localai.go
index 395b26b7..734314a2 100644
--- a/core/schema/localai.go
+++ b/core/schema/localai.go
@@ -24,6 +24,20 @@ type GalleryResponse struct {
 	StatusURL string `json:"status"`
 }
 
+type VideoRequest struct {
+	BasicModelRequest
+	Prompt         string  `json:"prompt" yaml:"prompt"`
+	StartImage     string  `json:"start_image" yaml:"start_image"`
+	EndImage       string  `json:"end_image" yaml:"end_image"`
+	Width          int32   `json:"width" yaml:"width"`
+	Height         int32   `json:"height" yaml:"height"`
+	NumFrames      int32   `json:"num_frames" yaml:"num_frames"`
+	FPS            int32   `json:"fps" yaml:"fps"`
+	Seed           int32   `json:"seed" yaml:"seed"`
+	CFGScale       float32 `json:"cfg_scale" yaml:"cfg_scale"`
+	ResponseFormat string  `json:"response_format" yaml:"response_format"`
+}
+
 // @Description TTS request body
 type TTSRequest struct {
 	BasicModelRequest
diff --git a/docs/content/docs/advanced/advanced-usage.md b/docs/content/docs/advanced/advanced-usage.md
index 3a370054..9d80b59e 100644
--- a/docs/content/docs/advanced/advanced-usage.md
+++ b/docs/content/docs/advanced/advanced-usage.md
@@ -481,8 +481,7 @@ In the help text below, BASEPATH is the location that local-ai is being executed
 |-----------|---------|-------------|----------------------|
 | --models-path | BASEPATH/models | Path containing models used for inferencing  | $LOCALAI_MODELS_PATH |
 | --backend-assets-path |/tmp/localai/backend_data | Path used to extract libraries that are required by some of the backends in runtime | $LOCALAI_BACKEND_ASSETS_PATH |
-| --image-path | /tmp/generated/images | Location for images generated by backends (e.g. stablediffusion) | $LOCALAI_IMAGE_PATH |
-| --audio-path | /tmp/generated/audio | Location for audio generated by backends (e.g. piper) | $LOCALAI_AUDIO_PATH |
+| --generated-content-path | /tmp/generated/content | Location for assets generated by backends (e.g. stablediffusion) | $LOCALAI_GENERATED_CONTENT_PATH |
 | --upload-path | /tmp/localai/upload | Path to store uploads from files api | $LOCALAI_UPLOAD_PATH |
 | --config-path | /tmp/localai/config | | $LOCALAI_CONFIG_PATH |
 | --localai-config-dir | BASEPATH/configuration | Directory for dynamic loading of certain configuration files (currently api_keys.json and external_backends.json) | $LOCALAI_CONFIG_DIR |
diff --git a/pkg/grpc/backend.go b/pkg/grpc/backend.go
index fabc0268..9f9f19b1 100644
--- a/pkg/grpc/backend.go
+++ b/pkg/grpc/backend.go
@@ -39,6 +39,7 @@ type Backend interface {
 	LoadModel(ctx context.Context, in *pb.ModelOptions, opts ...grpc.CallOption) (*pb.Result, error)
 	PredictStream(ctx context.Context, in *pb.PredictOptions, f func(reply *pb.Reply), opts ...grpc.CallOption) error
 	GenerateImage(ctx context.Context, in *pb.GenerateImageRequest, opts ...grpc.CallOption) (*pb.Result, error)
+	GenerateVideo(ctx context.Context, in *pb.GenerateVideoRequest, opts ...grpc.CallOption) (*pb.Result, error)
 	TTS(ctx context.Context, in *pb.TTSRequest, opts ...grpc.CallOption) (*pb.Result, error)
 	SoundGeneration(ctx context.Context, in *pb.SoundGenerationRequest, opts ...grpc.CallOption) (*pb.Result, error)
 	AudioTranscription(ctx context.Context, in *pb.TranscriptRequest, opts ...grpc.CallOption) (*pb.TranscriptResult, error)
diff --git a/pkg/grpc/base/base.go b/pkg/grpc/base/base.go
index 2e1fb209..a992f6d8 100644
--- a/pkg/grpc/base/base.go
+++ b/pkg/grpc/base/base.go
@@ -53,6 +53,10 @@ func (llm *Base) GenerateImage(*pb.GenerateImageRequest) error {
 	return fmt.Errorf("unimplemented")
 }
 
+func (llm *Base) GenerateVideo(*pb.GenerateVideoRequest) error {
+	return fmt.Errorf("unimplemented")
+}
+
 func (llm *Base) AudioTranscription(*pb.TranscriptRequest) (pb.TranscriptResult, error) {
 	return pb.TranscriptResult{}, fmt.Errorf("unimplemented")
 }
diff --git a/pkg/grpc/client.go b/pkg/grpc/client.go
index fe4dcde4..78e1421d 100644
--- a/pkg/grpc/client.go
+++ b/pkg/grpc/client.go
@@ -215,6 +215,28 @@ func (c *Client) GenerateImage(ctx context.Context, in *pb.GenerateImageRequest,
 	return client.GenerateImage(ctx, in, opts...)
 }
 
+func (c *Client) GenerateVideo(ctx context.Context, in *pb.GenerateVideoRequest, opts ...grpc.CallOption) (*pb.Result, error) {
+	if !c.parallel {
+		c.opMutex.Lock()
+		defer c.opMutex.Unlock()
+	}
+	c.setBusy(true)
+	defer c.setBusy(false)
+	c.wdMark()
+	defer c.wdUnMark()
+	conn, err := grpc.Dial(c.address, grpc.WithTransportCredentials(insecure.NewCredentials()),
+		grpc.WithDefaultCallOptions(
+			grpc.MaxCallRecvMsgSize(50*1024*1024), // 50MB
+			grpc.MaxCallSendMsgSize(50*1024*1024), // 50MB
+		))
+	if err != nil {
+		return nil, err
+	}
+	defer conn.Close()
+	client := pb.NewBackendClient(conn)
+	return client.GenerateVideo(ctx, in, opts...)
+}
+
 func (c *Client) TTS(ctx context.Context, in *pb.TTSRequest, opts ...grpc.CallOption) (*pb.Result, error) {
 	if !c.parallel {
 		c.opMutex.Lock()
diff --git a/pkg/grpc/embed.go b/pkg/grpc/embed.go
index 79648c5a..417b3890 100644
--- a/pkg/grpc/embed.go
+++ b/pkg/grpc/embed.go
@@ -47,6 +47,10 @@ func (e *embedBackend) GenerateImage(ctx context.Context, in *pb.GenerateImageRe
 	return e.s.GenerateImage(ctx, in)
 }
 
+func (e *embedBackend) GenerateVideo(ctx context.Context, in *pb.GenerateVideoRequest, opts ...grpc.CallOption) (*pb.Result, error) {
+	return e.s.GenerateVideo(ctx, in)
+}
+
 func (e *embedBackend) TTS(ctx context.Context, in *pb.TTSRequest, opts ...grpc.CallOption) (*pb.Result, error) {
 	return e.s.TTS(ctx, in)
 }
diff --git a/pkg/grpc/interface.go b/pkg/grpc/interface.go
index 9214e3cf..35c5d977 100644
--- a/pkg/grpc/interface.go
+++ b/pkg/grpc/interface.go
@@ -14,6 +14,7 @@ type LLM interface {
 	Load(*pb.ModelOptions) error
 	Embeddings(*pb.PredictOptions) ([]float32, error)
 	GenerateImage(*pb.GenerateImageRequest) error
+	GenerateVideo(*pb.GenerateVideoRequest) error
 	AudioTranscription(*pb.TranscriptRequest) (pb.TranscriptResult, error)
 	TTS(*pb.TTSRequest) error
 	SoundGeneration(*pb.SoundGenerationRequest) error
diff --git a/pkg/grpc/server.go b/pkg/grpc/server.go
index b81c2c3a..546ed291 100644
--- a/pkg/grpc/server.go
+++ b/pkg/grpc/server.go
@@ -75,6 +75,18 @@ func (s *server) GenerateImage(ctx context.Context, in *pb.GenerateImageRequest)
 	return &pb.Result{Message: "Image generated", Success: true}, nil
 }
 
+func (s *server) GenerateVideo(ctx context.Context, in *pb.GenerateVideoRequest) (*pb.Result, error) {
+	if s.llm.Locking() {
+		s.llm.Lock()
+		defer s.llm.Unlock()
+	}
+	err := s.llm.GenerateVideo(in)
+	if err != nil {
+		return &pb.Result{Message: fmt.Sprintf("Error generating video: %s", err.Error()), Success: false}, err
+	}
+	return &pb.Result{Message: "Video generated", Success: true}, nil
+}
+
 func (s *server) TTS(ctx context.Context, in *pb.TTSRequest) (*pb.Result, error) {
 	if s.llm.Locking() {
 		s.llm.Lock()

From c5af5d139c39ddd01728cbbec1ac425ffd628816 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 26 Apr 2025 18:42:22 +0200
Subject: [PATCH 544/679] Update index.yaml

Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
---
 gallery/index.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index cf87c0fb..76b150c7 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -98,7 +98,7 @@
       sha256: 2ad4c9ce431a2d5b80af37983828c2cfb8f4909792ca5075e0370e3a71ca013d
       uri: huggingface://bartowski/google_gemma-3-12b-it-qat-GGUF/google_gemma-3-12b-it-qat-Q4_0.gguf
     - filename: mmproj-google_gemma-3-12b-it-qat-f16.gguf
-      sha256:	30c02d056410848227001830866e0a269fcc28aaf8ca971bded494003de9f5a5
+      sha256: 30c02d056410848227001830866e0a269fcc28aaf8ca971bded494003de9f5a5
       uri: huggingface://bartowski/google_gemma-3-12b-it-qat-GGUF/mmproj-google_gemma-3-12b-it-qat-f16.gguf
 - !!merge <<: *gemma3
   name: "gemma-3-4b-it-qat"

From 078da5c2f0c76154ccb902ad695c5eff567546c9 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Sun, 27 Apr 2025 00:40:35 +0200
Subject: [PATCH 545/679] feat(swagger): update swagger (#5253)

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 swagger/docs.go      | 24 ++++++++++++++++++++++++
 swagger/swagger.json | 24 ++++++++++++++++++++++++
 swagger/swagger.yaml | 15 +++++++++++++++
 3 files changed, 63 insertions(+)

diff --git a/swagger/docs.go b/swagger/docs.go
index 554a9baa..420610b3 100644
--- a/swagger/docs.go
+++ b/swagger/docs.go
@@ -812,6 +812,30 @@ const docTemplate = `{
                     }
                 }
             }
+        },
+        "/video": {
+            "post": {
+                "summary": "Creates a video given a prompt.",
+                "parameters": [
+                    {
+                        "description": "query params",
+                        "name": "request",
+                        "in": "body",
+                        "required": true,
+                        "schema": {
+                            "$ref": "#/definitions/schema.OpenAIRequest"
+                        }
+                    }
+                ],
+                "responses": {
+                    "200": {
+                        "description": "Response",
+                        "schema": {
+                            "$ref": "#/definitions/schema.OpenAIResponse"
+                        }
+                    }
+                }
+            }
         }
     },
     "definitions": {
diff --git a/swagger/swagger.json b/swagger/swagger.json
index 4ee4a04a..6f624474 100644
--- a/swagger/swagger.json
+++ b/swagger/swagger.json
@@ -805,6 +805,30 @@
                     }
                 }
             }
+        },
+        "/video": {
+            "post": {
+                "summary": "Creates a video given a prompt.",
+                "parameters": [
+                    {
+                        "description": "query params",
+                        "name": "request",
+                        "in": "body",
+                        "required": true,
+                        "schema": {
+                            "$ref": "#/definitions/schema.OpenAIRequest"
+                        }
+                    }
+                ],
+                "responses": {
+                    "200": {
+                        "description": "Response",
+                        "schema": {
+                            "$ref": "#/definitions/schema.OpenAIResponse"
+                        }
+                    }
+                }
+            }
         }
     },
     "definitions": {
diff --git a/swagger/swagger.yaml b/swagger/swagger.yaml
index c3dbe0c4..f991e943 100644
--- a/swagger/swagger.yaml
+++ b/swagger/swagger.yaml
@@ -1248,6 +1248,21 @@ paths:
           schema:
             $ref: '#/definitions/proto.VADResponse'
       summary: Detect voice fragments in an audio stream
+  /video:
+    post:
+      parameters:
+      - description: query params
+        in: body
+        name: request
+        required: true
+        schema:
+          $ref: '#/definitions/schema.OpenAIRequest'
+      responses:
+        "200":
+          description: Response
+          schema:
+            $ref: '#/definitions/schema.OpenAIResponse'
+      summary: Creates a video given a prompt.
 securityDefinitions:
   BearerAuth:
     in: header

From 8e9b41d05faedc4285831d11263f15d542471fde Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 27 Apr 2025 08:23:25 +0200
Subject: [PATCH 546/679] chore(ci): build only images with ffmpeg included,
 simplify tags (#5251)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 .github/workflows/image.yml | 127 +++---------------------------------
 1 file changed, 10 insertions(+), 117 deletions(-)

diff --git a/.github/workflows/image.yml b/.github/workflows/image.yml
index d44c7254..3e216b31 100644
--- a/.github/workflows/image.yml
+++ b/.github/workflows/image.yml
@@ -45,7 +45,7 @@ jobs:
           - build-type: 'hipblas'
             platforms: 'linux/amd64'
             tag-latest: 'auto'
-            tag-suffix: '-hipblas-ffmpeg'
+            tag-suffix: '-hipblas'
             ffmpeg: 'true'
             image-type: 'extras'
             aio: "-aio-gpu-hipblas"
@@ -58,17 +58,7 @@ jobs:
           - build-type: 'hipblas'
             platforms: 'linux/amd64'
             tag-latest: 'false'
-            tag-suffix: '-hipblas'
-            ffmpeg: 'false'
-            image-type: 'extras'
-            base-image: "rocm/dev-ubuntu-22.04:6.1"
-            grpc-base-image: "ubuntu:22.04"
-            runs-on: 'arc-runner-set'
-            makeflags: "--jobs=3 --output-sync=target"
-          - build-type: 'hipblas'
-            platforms: 'linux/amd64'
-            tag-latest: 'false'
-            tag-suffix: '-hipblas-ffmpeg-core'
+            tag-suffix: '-hipblas-core'
             ffmpeg: 'true'
             image-type: 'core'
             base-image: "rocm/dev-ubuntu-22.04:6.1"
@@ -76,16 +66,6 @@ jobs:
             runs-on: 'arc-runner-set'
             makeflags: "--jobs=3 --output-sync=target"
             latest-image: 'latest-gpu-hipblas-core'
-          - build-type: 'hipblas'
-            platforms: 'linux/amd64'
-            tag-latest: 'false'
-            tag-suffix: '-hipblas-core'
-            ffmpeg: 'false'
-            image-type: 'core'
-            base-image: "rocm/dev-ubuntu-22.04:6.1"
-            grpc-base-image: "ubuntu:22.04"
-            runs-on: 'arc-runner-set'
-            makeflags: "--jobs=3 --output-sync=target"
   self-hosted-jobs:
     uses: ./.github/workflows/image_build.yml
     with:
@@ -115,54 +95,21 @@ jobs:
       max-parallel: ${{ github.event_name != 'pull_request' && 5 || 8 }}
       matrix:
         include:
-          # Extra images
           - build-type: ''
-            #platforms: 'linux/amd64,linux/arm64'
             platforms: 'linux/amd64'
             tag-latest: 'auto'
             tag-suffix: ''
-            ffmpeg: ''
-            image-type: 'extras'
-            runs-on: 'arc-runner-set'
-            base-image: "ubuntu:22.04"
-            makeflags: "--jobs=3 --output-sync=target"
-          - build-type: ''
-            platforms: 'linux/amd64'
-            tag-latest: 'auto'
-            tag-suffix: '-ffmpeg'
             ffmpeg: 'true'
             image-type: 'extras'
             runs-on: 'arc-runner-set'
             base-image: "ubuntu:22.04"
             makeflags: "--jobs=3 --output-sync=target"
-          - build-type: 'cublas'
-            cuda-major-version: "11"
-            cuda-minor-version: "7"
-            platforms: 'linux/amd64'
-            tag-latest: 'false'
-            tag-suffix: '-cublas-cuda11'
-            ffmpeg: ''
-            image-type: 'extras'
-            runs-on: 'arc-runner-set'
-            base-image: "ubuntu:22.04"
-            makeflags: "--jobs=3 --output-sync=target"
-          - build-type: 'cublas'
-            cuda-major-version: "12"
-            cuda-minor-version: "0"
-            platforms: 'linux/amd64'
-            tag-latest: 'false'
-            tag-suffix: '-cublas-cuda12'
-            ffmpeg: ''
-            image-type: 'extras'
-            runs-on: 'arc-runner-set'
-            base-image: "ubuntu:22.04"
-            makeflags: "--jobs=3 --output-sync=target"
           - build-type: 'cublas'
             cuda-major-version: "11"
             cuda-minor-version: "7"
             platforms: 'linux/amd64'
             tag-latest: 'auto'
-            tag-suffix: '-cublas-cuda11-ffmpeg'
+            tag-suffix: '-cublas-cuda11'
             ffmpeg: 'true'
             image-type: 'extras'
             runs-on: 'arc-runner-set'
@@ -176,7 +123,7 @@ jobs:
             cuda-minor-version: "0"
             platforms: 'linux/amd64'
             tag-latest: 'auto'
-            tag-suffix: '-cublas-cuda12-ffmpeg'
+            tag-suffix: '-cublas-cuda12'
             ffmpeg: 'true'
             image-type: 'extras'
             runs-on: 'arc-runner-set'
@@ -185,22 +132,12 @@ jobs:
             latest-image: 'latest-gpu-nvidia-cuda-12'
             latest-image-aio: 'latest-aio-gpu-nvidia-cuda-12'
             makeflags: "--jobs=3 --output-sync=target"
-          - build-type: ''
-            #platforms: 'linux/amd64,linux/arm64'
-            platforms: 'linux/amd64'
-            tag-latest: 'auto'
-            tag-suffix: ''
-            ffmpeg: ''
-            image-type: 'extras'
-            base-image: "ubuntu:22.04"
-            runs-on: 'arc-runner-set'
-            makeflags: "--jobs=3 --output-sync=target"
           - build-type: 'sycl_f16'
             platforms: 'linux/amd64'
             tag-latest: 'auto'
             base-image: "quay.io/go-skynet/intel-oneapi-base:latest"
             grpc-base-image: "ubuntu:22.04"
-            tag-suffix: '-sycl-f16-ffmpeg'
+            tag-suffix: '-sycl-f16'
             ffmpeg: 'true'
             image-type: 'extras'
             runs-on: 'arc-runner-set'
@@ -213,7 +150,7 @@ jobs:
             tag-latest: 'auto'
             base-image: "quay.io/go-skynet/intel-oneapi-base:latest"
             grpc-base-image: "ubuntu:22.04"
-            tag-suffix: '-sycl-f32-ffmpeg'
+            tag-suffix: '-sycl-f32'
             ffmpeg: 'true'
             image-type: 'extras'
             runs-on: 'arc-runner-set'
@@ -228,26 +165,6 @@ jobs:
             base-image: "quay.io/go-skynet/intel-oneapi-base:latest"
             grpc-base-image: "ubuntu:22.04"
             tag-suffix: '-sycl-f16-core'
-            ffmpeg: 'false'
-            image-type: 'core'
-            runs-on: 'arc-runner-set'
-            makeflags: "--jobs=3 --output-sync=target"
-          - build-type: 'sycl_f32'
-            platforms: 'linux/amd64'
-            tag-latest: 'false'
-            base-image: "quay.io/go-skynet/intel-oneapi-base:latest"
-            grpc-base-image: "ubuntu:22.04"
-            tag-suffix: '-sycl-f32-core'
-            ffmpeg: 'false'
-            image-type: 'core'
-            runs-on: 'arc-runner-set'
-            makeflags: "--jobs=3 --output-sync=target"
-          - build-type: 'sycl_f16'
-            platforms: 'linux/amd64'
-            tag-latest: 'false'
-            base-image: "quay.io/go-skynet/intel-oneapi-base:latest"
-            grpc-base-image: "ubuntu:22.04"
-            tag-suffix: '-sycl-f16-ffmpeg-core'
             ffmpeg: 'true'
             image-type: 'core'
             runs-on: 'arc-runner-set'
@@ -258,7 +175,7 @@ jobs:
             tag-latest: 'false'
             base-image: "quay.io/go-skynet/intel-oneapi-base:latest"
             grpc-base-image: "ubuntu:22.04"
-            tag-suffix: '-sycl-f32-ffmpeg-core'
+            tag-suffix: '-sycl-f32-core'
             ffmpeg: 'true'
             image-type: 'core'
             runs-on: 'arc-runner-set'
@@ -296,7 +213,7 @@ jobs:
           - build-type: ''
             platforms: 'linux/amd64,linux/arm64'
             tag-latest: 'auto'
-            tag-suffix: '-ffmpeg-core'
+            tag-suffix: '-core'
             ffmpeg: 'true'
             image-type: 'core'
             base-image: "ubuntu:22.04"
@@ -312,30 +229,6 @@ jobs:
             platforms: 'linux/amd64'
             tag-latest: 'false'
             tag-suffix: '-cublas-cuda11-core'
-            ffmpeg: ''
-            image-type: 'core'
-            base-image: "ubuntu:22.04"
-            runs-on: 'arc-runner-set'
-            makeflags: "--jobs=4 --output-sync=target"
-            skip-drivers: 'false'
-          - build-type: 'cublas'
-            cuda-major-version: "12"
-            cuda-minor-version: "0"
-            platforms: 'linux/amd64'
-            tag-latest: 'false'
-            tag-suffix: '-cublas-cuda12-core'
-            ffmpeg: ''
-            image-type: 'core'
-            base-image: "ubuntu:22.04"
-            runs-on: 'arc-runner-set'
-            makeflags: "--jobs=4 --output-sync=target"
-            skip-drivers: 'false'
-          - build-type: 'cublas'
-            cuda-major-version: "11"
-            cuda-minor-version: "7"
-            platforms: 'linux/amd64'
-            tag-latest: 'false'
-            tag-suffix: '-cublas-cuda11-ffmpeg-core'
             ffmpeg: 'true'
             image-type: 'core'
             runs-on: 'arc-runner-set'
@@ -348,7 +241,7 @@ jobs:
             cuda-minor-version: "0"
             platforms: 'linux/amd64'
             tag-latest: 'false'
-            tag-suffix: '-cublas-cuda12-ffmpeg-core'
+            tag-suffix: '-cublas-cuda12-core'
             ffmpeg: 'true'
             image-type: 'core'
             runs-on: 'arc-runner-set'
@@ -359,7 +252,7 @@ jobs:
           - build-type: 'vulkan'
             platforms: 'linux/amd64'
             tag-latest: 'false'
-            tag-suffix: '-vulkan-ffmpeg-core'
+            tag-suffix: '-vulkan-core'
             ffmpeg: 'true'
             image-type: 'core'
             runs-on: 'arc-runner-set'

From a65e012aa20c6e8e2b10f018d1f49b0beab26355 Mon Sep 17 00:00:00 2001
From: Simon Redman <simon@ergotech.com>
Date: Sun, 27 Apr 2025 03:20:26 -0400
Subject: [PATCH 547/679] docs(Vulkan): Add GPU docker documentation for Vulkan
 (#5255)

Add GPU docker documentation for Vulkan
---
 .../content/docs/features/GPU-acceleration.md | 33 +++++++++++++++++++
 1 file changed, 33 insertions(+)

diff --git a/docs/content/docs/features/GPU-acceleration.md b/docs/content/docs/features/GPU-acceleration.md
index 9dc81aad..52fb3d18 100644
--- a/docs/content/docs/features/GPU-acceleration.md
+++ b/docs/content/docs/features/GPU-acceleration.md
@@ -278,3 +278,36 @@ docker run --rm -ti --device /dev/dri -p 8080:8080 -e DEBUG=true -e MODELS_PATH=
 ```
 
 Note also that sycl does have a known issue to hang with `mmap: true`. You have to disable it in the model configuration if explicitly enabled.
+
+## Vulkan acceleration
+
+### Requirements
+
+If using nvidia, follow the steps in the [CUDA](#cudanvidia-acceleration) section to configure your docker runtime to allow access to the GPU.
+
+### Container images
+
+To use Vulkan, use the images with the `vulkan` tag, for example `{{< version >}}-vulkan-ffmpeg-core`.
+
+#### Example
+
+To run LocalAI with Docker and Vulkan, you can use the following command as an example:
+
+```bash
+docker run -p 8080:8080 -e DEBUG=true -v $PWD/models:/build/models localai/localai:latest-vulkan-ffmpeg-core
+```
+
+### Notes
+
+In addition to the commands to run LocalAI normally, you need to specify additonal flags to pass the GPU hardware to the container.
+
+These flags are the same as the sections above, depending on the hardware, for [nvidia](#cudanvidia-acceleration), [AMD](#rocmamd-acceleration) or [Intel](#intel-acceleration-sycl).
+
+If you have mixed hardware, you can pass flags for multiple GPUs, for example:
+
+```bash
+docker run -p 8080:8080 -e DEBUG=true -v $PWD/models:/build/models \
+--gpus=all \ # nvidia passthrough
+--device /dev/dri --device /dev/kfd \ # AMD/Intel passthrough
+localai/localai:latest-vulkan-ffmpeg-core
+```
\ No newline at end of file

From 2a92effc5d2532b7417fce273a85fbd468652d8a Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Sun, 27 Apr 2025 09:21:02 +0200
Subject: [PATCH 548/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `77d5e9a76a7b4a8a7c5bf9cf6ebef91860123cba` (#5254)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index e7987701..6ba6f738 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=295354ea6848a77bdee204ee1c971d9b92ffcca9
+CPPLLAMA_VERSION?=77d5e9a76a7b4a8a7c5bf9cf6ebef91860123cba
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 69667521e2c369d27d84da86d41a7719dfe25ece Mon Sep 17 00:00:00 2001
From: Alessandro Pirastru <57262788+Bloodis94@users.noreply.github.com>
Date: Sun, 27 Apr 2025 16:01:29 +0200
Subject: [PATCH 549/679] fix(install/gpu):Fix docker not being able to
 leverage the GPU on systems that have SELinux Enforced (#5252)

* Update installation script for improved compatibility and clarity

- Renamed VERSION to LOCALAI_VERSION to avoid conflicts with system variables.
- Enhanced NVIDIA and CUDA repository installation for DNF5 compatibility.
- Adjusted default Fedora version handling for CUDA installation.
- Updated Docker image tag handling to use LOCALAI_VERSION consistently.
- Improved logging messages for repository and LocalAI binary downloads.
- Added a temporary bypass for nvidia-smi installation on Fedora Cloud Edition.

* feat: Add SELinux configuration for NVIDIA GPU support in containers

- Introduced `enable_selinux_container_booleans` function to handle SELinux configuration changes for GPU access.
- Included user confirmation prompt to enable SELinux `container_use_devices` boolean due to security implications.
- Added NVIDIA Container Runtime to Docker runtimes and restarted Docker to ensure proper GPU support.
- Applied SELinux adjustments conditionally for Fedora, RHEL, CentOS, Rocky, and openSUSE distributions.

Signed-off-by: Alessandro Pirastru <alessandro.pirastru.94@gmail.com>

* fix: Correct SELinux boolean parsing and add loop break

- Fixed incorrect parsing of `container_use_devices` boolean by changing the awk field from `$2` to `$3` to retrieve the correct value.
- Added a `break` statement after enabling the SELinux boolean to prevent unnecessary loop iterations after user prompt.

Signed-off-by: Alessandro Pirastru <alessandro.pirastru.94@gmail.com>

* fix: typo in install.sh

Signed-off-by: Alessandro Pirastru <57262788+Bloodis94@users.noreply.github.com>

---------

Signed-off-by: Alessandro Pirastru <alessandro.pirastru.94@gmail.com>
Signed-off-by: Alessandro Pirastru <57262788+Bloodis94@users.noreply.github.com>
---
 docs/static/install.sh | 69 +++++++++++++++++++++++++++++++++++++++++-
 1 file changed, 68 insertions(+), 1 deletion(-)

diff --git a/docs/static/install.sh b/docs/static/install.sh
index b36b0781..c39c6ba3 100755
--- a/docs/static/install.sh
+++ b/docs/static/install.sh
@@ -307,9 +307,53 @@ install_container_toolkit_yum() {
     $SUDO $PACKAGE_MANAGER install -y nvidia-container-toolkit
 }
 
+# Fedora, Rhel and other distro ships tunable SELinux booleans in the container-selinux policy to control device access.
+# In particular, enabling container_use_devices allows containers to use arbitrary host device labels (including GPU devices)
+# ref: https://github.com/containers/ramalama/blob/main/docs/ramalama-cuda.7.md#expected-output
+enable_selinux_container_booleans() {
+
+    # Check SELinux mode
+    SELINUX_MODE=$(getenforce)
+
+    if [ "$SELINUX_MODE" == "Enforcing" ]; then
+        # Check the status of container_use_devices
+        CONTAINER_USE_DEVICES=$(getsebool container_use_devices | awk '{print $3}')
+
+       if [ "$CONTAINER_USE_DEVICES" == "off" ]; then
+
+          #We want to give the user the choice to enable the SE booleans since it is a security config
+          warn "+-----------------------------------------------------------------------------------------------------------+"
+          warn "| WARNING:                                                                                                  |"
+          warn "| Your distribution ships tunable SELinux booleans in the container-selinux policy to control device access.|"
+          warn "| In particular, enabling \"container_use_devices\" allows containers to use arbitrary host device labels   |"
+          warn "| (including GPU devices).                                                                                  |"
+          warn "| This script can try to enable them enabling the \"container_use_devices\" flag.                           |"
+          warn "|                                                                                                           |"
+          warn "| Otherwise you can exit the install script and enable them yourself.                                       |"
+          warn "+-----------------------------------------------------------------------------------------------------------+"
+
+          while true; do
+              choice_warn "I understand that this script is going to change my SELinux configs, which is a security risk: (yes/exit) ";
+              read  Answer
+
+              if [ "$Answer" = "yes" ]; then
+                warn "Enabling \"container_use_devices\" persistently..."
+                $SUDO setsebool -P container_use_devices 1
+
+                break
+              elif [ "$Answer" = "exit" ]; then
+                  aborted
+              else
+                  warn "Invalid choice. Please enter 'yes' or 'exit'."
+              fi
+            done
+       fi
+    fi
+}
+
 # ref: https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/latest/install-guide.html#installing-with-apt
 install_container_toolkit_apt() {
-    info 'Installing NVIDIA container toolkit  repository...'
+    info 'Installing NVIDIA container toolkit repository...'
 
     curl -fsSL https://nvidia.github.io/libnvidia-container/gpgkey | $SUDO gpg --dearmor -o /usr/share/keyrings/nvidia-container-toolkit-keyring.gpg \
   && curl -s -L https://nvidia.github.io/libnvidia-container/stable/deb/nvidia-container-toolkit.list | \
@@ -350,6 +394,29 @@ install_container_toolkit() {
             opensuse*|suse*) install_container_toolkit_zypper ;;
             *) echo "Could not install nvidia container toolkit - unknown OS" ;;
     esac
+
+    # after installing the toolkit we need to add it to the docker runtimes, otherwise even with --gpu all
+    # the container would still run with runc and would not have access to nvidia-smi
+    # ref: https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/latest/install-guide.html#configuring-docker
+    info "Adding NVIDIA Container Runtime to Docker runtimes..."
+    $SUDO nvidia-ctk runtime configure --runtime=docker
+
+    info "Restarting Docker Daemon"
+    $SUDO systemctl restart docker
+
+    # The NVML error arises because SELinux blocked the container’s attempts to open the GPU devices or related libraries.
+    # Without relaxing SELinux for the container, GPU commands like nvidia-smi report “Insufficient Permissions”
+    # This has been noted in NVIDIA’s documentation:
+    # ref: https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/1.13.5/install-guide.html#id2
+    # ref: https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/latest/troubleshooting.html#nvml-insufficient-permissions-and-selinux
+    case $OS_NAME in
+            fedora|rhel|centos|rocky)
+                enable_selinux_container_booleans
+                ;;
+            opensuse-tumbleweed)
+                enable_selinux_container_booleans
+                ;;
+    esac
 }
 
 # ref: https://docs.nvidia.com/cuda/cuda-installation-guide-linux/index.html#rhel-7-centos-7

From b6e3dc5f02041923bd91fba2fc749f882e12a0a3 Mon Sep 17 00:00:00 2001
From: Mohit Gaur <56885276+Mohit-Gaur@users.noreply.github.com>
Date: Sun, 27 Apr 2025 19:32:02 +0530
Subject: [PATCH 550/679] docs: update docs for DisableWebUI flag (#5256)

Signed-off-by: Mohit Gaur <56885276+Mohit-Gaur@users.noreply.github.com>
---
 core/cli/run.go                              | 2 +-
 docs/content/docs/advanced/advanced-usage.md | 1 +
 2 files changed, 2 insertions(+), 1 deletion(-)

diff --git a/core/cli/run.go b/core/cli/run.go
index 5bc8913a..0fc957b8 100644
--- a/core/cli/run.go
+++ b/core/cli/run.go
@@ -46,7 +46,7 @@ type RunCMD struct {
 	CSRF                               bool     `env:"LOCALAI_CSRF" help:"Enables fiber CSRF middleware" group:"api"`
 	UploadLimit                        int      `env:"LOCALAI_UPLOAD_LIMIT,UPLOAD_LIMIT" default:"15" help:"Default upload-limit in MB" group:"api"`
 	APIKeys                            []string `env:"LOCALAI_API_KEY,API_KEY" help:"List of API Keys to enable API authentication. When this is set, all the requests must be authenticated with one of these API keys" group:"api"`
-	DisableWebUI                       bool     `env:"LOCALAI_DISABLE_WEBUI,DISABLE_WEBUI" default:"false" help:"Disable webui" group:"api"`
+	DisableWebUI                       bool     `env:"LOCALAI_DISABLE_WEBUI,DISABLE_WEBUI" default:"false" help:"Disables the web user interface. When set to true, the server will only expose API endpoints without serving the web interface" group:"api"`
 	DisablePredownloadScan             bool     `env:"LOCALAI_DISABLE_PREDOWNLOAD_SCAN" help:"If true, disables the best-effort security scanner before downloading any files." group:"hardening" default:"false"`
 	OpaqueErrors                       bool     `env:"LOCALAI_OPAQUE_ERRORS" default:"false" help:"If true, all error responses are replaced with blank 500 errors. This is intended only for hardening against information leaks and is normally not recommended." group:"hardening"`
 	UseSubtleKeyComparison             bool     `env:"LOCALAI_SUBTLE_KEY_COMPARISON" default:"false" help:"If true, API Key validation comparisons will be performed using constant-time comparisons rather than simple equality. This trades off performance on each request for resiliancy against timing attacks." group:"hardening"`
diff --git a/docs/content/docs/advanced/advanced-usage.md b/docs/content/docs/advanced/advanced-usage.md
index 9d80b59e..5c52ed4c 100644
--- a/docs/content/docs/advanced/advanced-usage.md
+++ b/docs/content/docs/advanced/advanced-usage.md
@@ -514,6 +514,7 @@ In the help text below, BASEPATH is the location that local-ai is being executed
 | --upload-limit | 15 | Default upload-limit in MB | $LOCALAI_UPLOAD_LIMIT |
 | --api-keys | API-KEYS,... | List of API Keys to enable API authentication. When this is set, all the requests must be authenticated with one of these API keys | $LOCALAI_API_KEY |
 | --disable-welcome |  | Disable welcome pages | $LOCALAI_DISABLE_WELCOME |
+| --disable-webui | false | Disables the web user interface. When set to true, the server will only expose API endpoints without serving the web interface | $LOCALAI_DISABLE_WEBUI |
 | --machine-tag |  | If not empty - put that string to Machine-Tag header in each response. Useful to track response from different machines using multiple P2P federated nodes | $LOCALAI_MACHINE_TAG |
 
 #### Backend Flags

From 23f347e6875532410353ae71c3acbd1eaa7f0b03 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Sun, 27 Apr 2025 23:59:35 +0200
Subject: [PATCH 551/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `ced44be34290fab450f8344efa047d8a08e723b4` (#5258)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 6ba6f738..dbe81e26 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=77d5e9a76a7b4a8a7c5bf9cf6ebef91860123cba
+CPPLLAMA_VERSION?=ced44be34290fab450f8344efa047d8a08e723b4
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 88857696d455d26099b059ccaa9e7ed77b9517ed Mon Sep 17 00:00:00 2001
From: Simon Redman <simon@ergotech.com>
Date: Mon, 28 Apr 2025 03:00:52 -0400
Subject: [PATCH 552/679] fix(CUDA): Add note for how to run CUDA with SELinux
 (#5259)

* Add note to help run nvidia containers with SELinux

* Use correct CUDA container references as noted in the dockerhub overview

* Clean trailing whitespaces
---
 docs/content/docs/features/GPU-acceleration.md | 14 ++++++++------
 1 file changed, 8 insertions(+), 6 deletions(-)

diff --git a/docs/content/docs/features/GPU-acceleration.md b/docs/content/docs/features/GPU-acceleration.md
index 52fb3d18..0f429227 100644
--- a/docs/content/docs/features/GPU-acceleration.md
+++ b/docs/content/docs/features/GPU-acceleration.md
@@ -57,12 +57,14 @@ diffusers:
 
 Requirement: nvidia-container-toolkit (installation instructions [1](https://www.server-world.info/en/note?os=Ubuntu_22.04&p=nvidia&f=2) [2](https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/install-guide.html))
 
-To check what CUDA version do you need, you can either run `nvidia-smi` or `nvcc --version`. 
+If using a system with SELinux, ensure you have the policies installed, such as those [provided by nvidia](https://github.com/NVIDIA/dgx-selinux/)
+
+To check what CUDA version do you need, you can either run `nvidia-smi` or `nvcc --version`.
 
 Alternatively, you can also check nvidia-smi with docker:
 
 ```
-docker run --runtime=nvidia --rm nvidia/cuda nvidia-smi
+docker run --runtime=nvidia --rm nvidia/cuda:12.8.0-base-ubuntu24.04 nvidia-smi
 ```
 
 To use CUDA, use the images with the `cublas` tag, for example.
@@ -112,7 +114,7 @@ llama_init_from_file: kv self size  =  512.00 MB
 
 ## ROCM(AMD) acceleration
 
-There are a limited number of tested configurations for ROCm systems however most newer deditated GPU consumer grade devices seem to be supported under the current ROCm6 implementation. 
+There are a limited number of tested configurations for ROCm systems however most newer deditated GPU consumer grade devices seem to be supported under the current ROCm6 implementation.
 
 Due to the nature of ROCm it is best to run all implementations in containers as this limits the number of packages required for installation on host system, compatability and package versions for dependencies across all variations of OS must be tested independently if disired, please refer to the [build]({{%relref "docs/getting-started/build#Acceleration" %}}) documentation.
 
@@ -137,7 +139,7 @@ LocalAI hipblas images are built against the following targets: gfx900,gfx906,gf
 
 If your device is not one of these you must specify the corresponding `GPU_TARGETS` and specify `REBUILD=true`. Otherwise you don't need to specify these in the commands below.
 
-### Verified 
+### Verified
 
 The devices in the following list have been tested with `hipblas` images running `ROCm 6.0.0`
 
@@ -165,7 +167,7 @@ The devices in the following list have been tested with `hipblas` images running
 1. Check your GPU LLVM target is compatible with the version of ROCm. This can be found in the [LLVM Docs](https://llvm.org/docs/AMDGPUUsage.html).
 2. Check which ROCm version is compatible with your LLVM target and your chosen OS (pay special attention to supported kernel versions). See the following for compatability for ([ROCm 6.0.0](https://rocm.docs.amd.com/projects/install-on-linux/en/docs-6.0.0/reference/system-requirements.html)) or ([ROCm 6.0.2](https://rocm.docs.amd.com/projects/install-on-linux/en/latest/reference/system-requirements.html))
 3. Install you chosen version of the `dkms` and `rocm` (it is recommended that the native package manager be used for this process for any OS as version changes are executed more easily via this method if updates are required). Take care to restart after installing `amdgpu-dkms` and before installing `rocm`, for details regarding this see the installation documentation for your chosen OS ([6.0.2](https://rocm.docs.amd.com/projects/install-on-linux/en/latest/how-to/native-install/index.html) or [6.0.0](https://rocm.docs.amd.com/projects/install-on-linux/en/docs-6.0.0/how-to/native-install/index.html))
-4. Deploy. Yes it's that easy. 
+4. Deploy. Yes it's that easy.
 
 #### Setup Example (Docker/containerd)
 
@@ -247,7 +249,7 @@ This configuration has been tested on a 'custom' cluster managed by SUSE Rancher
 
 - When installing the ROCM kernel driver on your system ensure that you are installing an equal or newer version that that which is currently implemented in LocalAI (6.0.0 at time of writing).
 - AMD documentation indicates that this will ensure functionality however your milage may vary depending on the GPU and distro you are using.
-- If you encounter an `Error 413` on attempting to upload an audio file or image for whisper or llava/bakllava on a k8s deployment, note that the ingress for your deployment may require the annontation `nginx.ingress.kubernetes.io/proxy-body-size: "25m"` to allow larger uploads. This may be included in future versions of the helm chart. 
+- If you encounter an `Error 413` on attempting to upload an audio file or image for whisper or llava/bakllava on a k8s deployment, note that the ingress for your deployment may require the annontation `nginx.ingress.kubernetes.io/proxy-body-size: "25m"` to allow larger uploads. This may be included in future versions of the helm chart.
 
 ## Intel acceleration (sycl)
 

From 8cba990edc8827d1fd28ad5774cffaf88cdfd1f4 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 28 Apr 2025 19:36:57 +0200
Subject: [PATCH 553/679] chore(model gallery): add
 nvidia_openmath-nemotron-32b (#5260)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 16 ++++++++++++++++
 1 file changed, 16 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 76b150c7..871926d3 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -6217,6 +6217,22 @@
     - filename: pictor-1338-qwenp-1.5b-q8_0.gguf
       sha256: 22d2f5b2322d9a354d8578475a6924c2173a913a1e2fa0ec2655f2f5937f6f26
       uri: huggingface://adriey/Pictor-1338-QwenP-1.5B-Q8_0-GGUF/pictor-1338-qwenp-1.5b-q8_0.gguf
+- !!merge <<: *qwen25
+  name: "nvidia_openmath-nemotron-32b"
+  icon: https://cdn-avatars.huggingface.co/v1/production/uploads/1613114437487-60262a8e0703121c822a80b6.png
+  urls:
+    - https://huggingface.co/nvidia/OpenMath-Nemotron-32B
+    - https://huggingface.co/bartowski/nvidia_OpenMath-Nemotron-32B-GGUF
+  description: |
+    OpenMath-Nemotron-32B is created by finetuning Qwen/Qwen2.5-32B on OpenMathReasoning dataset. This model is ready for commercial use.
+    OpenMath-Nemotron models achieve state-of-the-art results on popular mathematical benchmarks. We present metrics as pass@1 (maj@64) where pass@1 is an average accuracy across 64 generations and maj@64 is the result of majority voting. Please see our paper for more details on the evaluation setup.
+  overrides:
+    parameters:
+      model: nvidia_OpenMath-Nemotron-32B-Q4_K_M.gguf
+  files:
+    - filename: nvidia_OpenMath-Nemotron-32B-Q4_K_M.gguf
+      sha256: 91d1f53204ff47e49093ea0e4a6dae656fd79d9cdb23a50627bc6028396f5ab4
+      uri: huggingface://bartowski/nvidia_OpenMath-Nemotron-32B-GGUF/nvidia_OpenMath-Nemotron-32B-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From 0027681090f40c6dc27bba52081383542c7ccb51 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 28 Apr 2025 19:40:09 +0200
Subject: [PATCH 554/679] chore(model gallery): add
 nvidia_openmath-nemotron-1.5b (#5261)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 16 ++++++++++++++++
 1 file changed, 16 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 871926d3..6d0301ff 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -6233,6 +6233,22 @@
     - filename: nvidia_OpenMath-Nemotron-32B-Q4_K_M.gguf
       sha256: 91d1f53204ff47e49093ea0e4a6dae656fd79d9cdb23a50627bc6028396f5ab4
       uri: huggingface://bartowski/nvidia_OpenMath-Nemotron-32B-GGUF/nvidia_OpenMath-Nemotron-32B-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "nvidia_openmath-nemotron-1.5b"
+  icon: https://cdn-avatars.huggingface.co/v1/production/uploads/1613114437487-60262a8e0703121c822a80b6.png
+  urls:
+    - https://huggingface.co/nvidia/OpenMath-Nemotron-1.5B
+    - https://huggingface.co/bartowski/nvidia_OpenMath-Nemotron-1.5B-GGUF
+  description: |
+    OpenMath-Nemotron-1.5B is created by finetuning Qwen/Qwen2.5-Math-1.5B on OpenMathReasoning dataset. This model is ready for commercial use.
+    OpenMath-Nemotron models achieve state-of-the-art results on popular mathematical benchmarks. We present metrics as pass@1 (maj@64) where pass@1 is an average accuracy across 64 generations and maj@64 is the result of majority voting. Please see our paper for more details on the evaluation setup.
+  overrides:
+    parameters:
+      model: nvidia_OpenMath-Nemotron-1.5B-Q4_K_M.gguf
+  files:
+    - filename: nvidia_OpenMath-Nemotron-1.5B-Q4_K_M.gguf
+      sha256: cdb74247c7918fdb70f9a9aa8217476f2f02e2fff723631255a441eb0db302e2
+      uri: huggingface://bartowski/nvidia_OpenMath-Nemotron-1.5B-GGUF/nvidia_OpenMath-Nemotron-1.5B-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From 3ad5691db68f05bf63f14db3edcb9db6730300f8 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 28 Apr 2025 19:41:59 +0200
Subject: [PATCH 555/679] chore(model gallery): add nvidia_openmath-nemotron-7b
 (#5262)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 16 ++++++++++++++++
 1 file changed, 16 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 6d0301ff..0af174bd 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -6249,6 +6249,22 @@
     - filename: nvidia_OpenMath-Nemotron-1.5B-Q4_K_M.gguf
       sha256: cdb74247c7918fdb70f9a9aa8217476f2f02e2fff723631255a441eb0db302e2
       uri: huggingface://bartowski/nvidia_OpenMath-Nemotron-1.5B-GGUF/nvidia_OpenMath-Nemotron-1.5B-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "nvidia_openmath-nemotron-7b"
+  icon: https://cdn-avatars.huggingface.co/v1/production/uploads/1613114437487-60262a8e0703121c822a80b6.png
+  urls:
+    - https://huggingface.co/nvidia/OpenMath-Nemotron-7B
+    - https://huggingface.co/bartowski/nvidia_OpenMath-Nemotron-7B-GGUF
+  description: |
+    OpenMath-Nemotron-7B is created by finetuning Qwen/Qwen2.5-Math-7B on OpenMathReasoning dataset. This model is ready for commercial use.
+    OpenMath-Nemotron models achieve state-of-the-art results on popular mathematical benchmarks. We present metrics as pass@1 (maj@64) where pass@1 is an average accuracy across 64 generations and maj@64 is the result of majority voting. Please see our paper for more details on the evaluation setup.
+  overrides:
+    parameters:
+      model: nvidia_OpenMath-Nemotron-7B-Q4_K_M.gguf
+  files:
+    - filename: nvidia_OpenMath-Nemotron-7B-Q4_K_M.gguf
+      sha256: e205dd86ab9c73614d88dc3a84bd1a4e94255528f9ddb33e739ea23830342ee4
+      uri: huggingface://bartowski/nvidia_OpenMath-Nemotron-7B-GGUF/nvidia_OpenMath-Nemotron-7B-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From 978ee96fd3d93d03300591017c1e2d260096d3e9 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 28 Apr 2025 19:43:49 +0200
Subject: [PATCH 556/679] chore(model gallery): add
 nvidia_openmath-nemotron-14b (#5263)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 16 ++++++++++++++++
 1 file changed, 16 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 0af174bd..4872af02 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -6265,6 +6265,22 @@
     - filename: nvidia_OpenMath-Nemotron-7B-Q4_K_M.gguf
       sha256: e205dd86ab9c73614d88dc3a84bd1a4e94255528f9ddb33e739ea23830342ee4
       uri: huggingface://bartowski/nvidia_OpenMath-Nemotron-7B-GGUF/nvidia_OpenMath-Nemotron-7B-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "nvidia_openmath-nemotron-14b"
+  icon: https://cdn-avatars.huggingface.co/v1/production/uploads/1613114437487-60262a8e0703121c822a80b6.png
+  urls:
+    - https://huggingface.co/nvidia/OpenMath-Nemotron-14B
+    - https://huggingface.co/bartowski/nvidia_OpenMath-Nemotron-14B-GGUF
+  description: |
+    OpenMath-Nemotron-14B is created by finetuning Qwen/Qwen2.5-14B on OpenMathReasoning dataset. This model is ready for commercial use.
+    OpenMath-Nemotron models achieve state-of-the-art results on popular mathematical benchmarks. We present metrics as pass@1 (maj@64) where pass@1 is an average accuracy across 64 generations and maj@64 is the result of majority voting. Please see our paper for more details on the evaluation setup.
+  overrides:
+    parameters:
+      model: nvidia_OpenMath-Nemotron-14B-Q4_K_M.gguf
+  files:
+    - filename: nvidia_OpenMath-Nemotron-14B-Q4_K_M.gguf
+      sha256: 2abeccea53899b81cea11fd84fe458d673783f68e7790489fff5c295da6d8026
+      uri: huggingface://bartowski/nvidia_OpenMath-Nemotron-14B-GGUF/nvidia_OpenMath-Nemotron-14B-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From 86ee303bd6f1d51e2da9ef063ab1747e242866f7 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 28 Apr 2025 19:52:36 +0200
Subject: [PATCH 557/679] chore(model gallery): add
 nvidia_openmath-nemotron-14b-kaggle (#5264)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 16 ++++++++++++++++
 1 file changed, 16 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 4872af02..f6021dd1 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -6281,6 +6281,22 @@
     - filename: nvidia_OpenMath-Nemotron-14B-Q4_K_M.gguf
       sha256: 2abeccea53899b81cea11fd84fe458d673783f68e7790489fff5c295da6d8026
       uri: huggingface://bartowski/nvidia_OpenMath-Nemotron-14B-GGUF/nvidia_OpenMath-Nemotron-14B-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "nvidia_openmath-nemotron-14b-kaggle"
+  icon: https://cdn-avatars.huggingface.co/v1/production/uploads/1613114437487-60262a8e0703121c822a80b6.png
+  urls:
+    - https://huggingface.co/nvidia/OpenMath-Nemotron-14B-Kaggle
+    - https://huggingface.co/bartowski/nvidia_OpenMath-Nemotron-14B-Kaggle-GGUF
+  description: |
+    OpenMath-Nemotron-14B-Kaggle is created by finetuning Qwen/Qwen2.5-14B on a subset of OpenMathReasoning dataset. This model was used in our first place submission to the AIMO-2 Kaggle competition!
+    OpenMath-Nemotron models achieve state-of-the-art results on popular mathematical benchmarks. We present metrics as pass@1 (maj@64) where pass@1 is an average accuracy across 64 generations and maj@64 is the result of majority voting. Please see our paper for more details on the evaluation setup.
+  overrides:
+    parameters:
+      model: nvidia_OpenMath-Nemotron-14B-Kaggle-Q4_K_M.gguf
+  files:
+    - filename: nvidia_OpenMath-Nemotron-14B-Kaggle-Q4_K_M.gguf
+      sha256: 5923990d2699b8dcbefd1fe7bf7406b76f9e3cfa271af93cb870d19d7cd63177
+      uri: huggingface://bartowski/nvidia_OpenMath-Nemotron-14B-Kaggle-GGUF/nvidia_OpenMath-Nemotron-14B-Kaggle-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From e13dd5b09f4091d29f2432671fdbcc3dcc7b1e84 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 28 Apr 2025 22:36:30 +0000
Subject: [PATCH 558/679] chore(deps): bump appleboy/scp-action from 0.1.7 to
 1.0.0 (#5265)

Bumps [appleboy/scp-action](https://github.com/appleboy/scp-action) from 0.1.7 to 1.0.0.
- [Release notes](https://github.com/appleboy/scp-action/releases)
- [Changelog](https://github.com/appleboy/scp-action/blob/master/.goreleaser.yaml)
- [Commits](https://github.com/appleboy/scp-action/compare/v0.1.7...v1.0.0)

---
updated-dependencies:
- dependency-name: appleboy/scp-action
  dependency-version: 1.0.0
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 .github/workflows/deploy-explorer.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/deploy-explorer.yaml b/.github/workflows/deploy-explorer.yaml
index 33ddd698..9a6d729d 100644
--- a/.github/workflows/deploy-explorer.yaml
+++ b/.github/workflows/deploy-explorer.yaml
@@ -42,7 +42,7 @@ jobs:
             script: |
                 sudo rm -rf local-ai/ || true
       - name: copy file via ssh
-        uses: appleboy/scp-action@v0.1.7
+        uses: appleboy/scp-action@v1.0.0
         with:
             host: ${{ secrets.EXPLORER_SSH_HOST }}
             username: ${{ secrets.EXPLORER_SSH_USERNAME }}

From 7a011e60bdb402514344bf207a9ecd7a5a04eade Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 29 Apr 2025 09:44:44 +0200
Subject: [PATCH 559/679] chore(model gallery): add qwen3-30b-a3b (#5269)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 45 +++++++++++++++++++++++++++++++++++++++++++++
 gallery/qwen3.yaml | 39 +++++++++++++++++++++++++++++++++++++++
 2 files changed, 84 insertions(+)
 create mode 100644 gallery/qwen3.yaml

diff --git a/gallery/index.yaml b/gallery/index.yaml
index f6021dd1..9b0e76ea 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -1,4 +1,49 @@
 ---
+- &qwen3
+  url: "github:mudler/LocalAI/gallery/qwen3.yaml@master"
+  name: "qwen3-30b-a3b"
+  urls:
+    - https://huggingface.co/Qwen/Qwen3-30B-A3B
+    - https://huggingface.co/bartowski/Qwen_Qwen3-30B-A3B-GGUF
+  icon: https://cdn-avatars.huggingface.co/v1/production/uploads/620760a26e3b7210c2ff1943/-s1gyJfvbE1RgO5iBeNOi.png
+  license: apache-2.0
+  description: |
+      Qwen3 is the latest generation of large language models in Qwen series, offering a comprehensive suite of dense and mixture-of-experts (MoE) models. Built upon extensive training, Qwen3 delivers groundbreaking advancements in reasoning, instruction-following, agent capabilities, and multilingual support, with the following key features:
+
+        Uniquely support of seamless switching between thinking mode (for complex logical reasoning, math, and coding) and non-thinking mode (for efficient, general-purpose dialogue) within single model, ensuring optimal performance across various scenarios.
+        Significantly enhancement in its reasoning capabilities, surpassing previous QwQ (in thinking mode) and Qwen2.5 instruct models (in non-thinking mode) on mathematics, code generation, and commonsense logical reasoning.
+        Superior human preference alignment, excelling in creative writing, role-playing, multi-turn dialogues, and instruction following, to deliver a more natural, engaging, and immersive conversational experience.
+        Expertise in agent capabilities, enabling precise integration with external tools in both thinking and unthinking modes and achieving leading performance among open-source models in complex agent-based tasks.
+        Support of 100+ languages and dialects with strong capabilities for multilingual instruction following and translation.
+      Qwen3-30B-A3B has the following features:
+
+          Type: Causal Language Models
+          Training Stage: Pretraining & Post-training
+          Number of Parameters: 30.5B in total and 3.3B activated
+          Number of Paramaters (Non-Embedding): 29.9B
+          Number of Layers: 48
+          Number of Attention Heads (GQA): 32 for Q and 4 for KV
+          Number of Experts: 128
+          Number of Activated Experts: 8
+          Context Length: 32,768 natively and 131,072 tokens with YaRN.
+
+      For more details, including benchmark evaluation, hardware requirements, and inference performance, please refer to our blog, GitHub, and Documentation.
+  tags:
+    - llm
+    - gguf
+    - gpu
+    - cpu
+    - qwen
+    - qwen3
+    - thinking
+    - reasoning
+  overrides:
+    parameters:
+      model: Qwen_Qwen3-30B-A3B-Q4_K_M.gguf
+  files:
+    - filename: Qwen_Qwen3-30B-A3B-Q4_K_M.gguf
+      sha256: a015794bfb1d69cb03dbb86b185fb2b9b339f757df5f8f9dd9ebdab8f6ed5d32
+      uri: huggingface://bartowski/Qwen_Qwen3-30B-A3B-GGUF/Qwen_Qwen3-30B-A3B-Q4_K_M.gguf
 - &gemma3
   url: "github:mudler/LocalAI/gallery/gemma.yaml@master"
   name: "gemma-3-27b-it"
diff --git a/gallery/qwen3.yaml b/gallery/qwen3.yaml
new file mode 100644
index 00000000..aef6c109
--- /dev/null
+++ b/gallery/qwen3.yaml
@@ -0,0 +1,39 @@
+---
+name: "qwen3"
+
+config_file: |
+  mmap: true
+  template:
+    chat_message: |
+      <|im_start|>{{ .RoleName }}
+      {{ if .FunctionCall -}}
+      {{ else if eq .RoleName "tool" -}}
+      {{ end -}}
+      {{ if .Content -}}
+      {{.Content }}
+      {{ end -}}
+      {{ if .FunctionCall -}}
+      {{toJson .FunctionCall}}
+      {{ end -}}<|im_end|>
+    function: |
+      <|im_start|>system
+      You are a function calling AI model. You are provided with functions to execute. You may call one or more functions to assist with the user query. Don't make assumptions about what values to plug into functions. Here are the available tools:
+      {{range .Functions}}
+      {'type': 'function', 'function': {'name': '{{.Name}}', 'description': '{{.Description}}', 'parameters': {{toJson .Parameters}} }}
+      {{end}}
+      For each function call return a json object with function name and arguments
+      <|im_end|>
+      {{.Input -}}
+      <|im_start|>assistant
+    chat: |
+      {{.Input -}}
+      <|im_start|>assistant
+    completion: |
+      {{.Input}}
+  context_size: 8192
+  f16: true
+  stopwords:
+  - '<|im_end|>'
+  - '<dummy32000>'
+  - '</s>'
+  - '<|endoftext|>'

From da6ef0967d150107bf62888d734bdf6f09f2415c Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 29 Apr 2025 09:48:28 +0200
Subject: [PATCH 560/679] chore(model gallery): add qwen3-32b (#5270)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 32 ++++++++++++++++++++++++++++++++
 1 file changed, 32 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 9b0e76ea..8974779e 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -44,6 +44,38 @@
     - filename: Qwen_Qwen3-30B-A3B-Q4_K_M.gguf
       sha256: a015794bfb1d69cb03dbb86b185fb2b9b339f757df5f8f9dd9ebdab8f6ed5d32
       uri: huggingface://bartowski/Qwen_Qwen3-30B-A3B-GGUF/Qwen_Qwen3-30B-A3B-Q4_K_M.gguf
+- !!merge <<: *qwen3
+  name: "qwen3-32b"
+  urls:
+    - https://huggingface.co/Qwen/Qwen3-32B
+    - https://huggingface.co/bartowski/Qwen_Qwen3-32B-GGUF
+  description: |
+    Qwen3 is the latest generation of large language models in Qwen series, offering a comprehensive suite of dense and mixture-of-experts (MoE) models. Built upon extensive training, Qwen3 delivers groundbreaking advancements in reasoning, instruction-following, agent capabilities, and multilingual support, with the following key features:
+
+        Uniquely support of seamless switching between thinking mode (for complex logical reasoning, math, and coding) and non-thinking mode (for efficient, general-purpose dialogue) within single model, ensuring optimal performance across various scenarios.
+        Significantly enhancement in its reasoning capabilities, surpassing previous QwQ (in thinking mode) and Qwen2.5 instruct models (in non-thinking mode) on mathematics, code generation, and commonsense logical reasoning.
+        Superior human preference alignment, excelling in creative writing, role-playing, multi-turn dialogues, and instruction following, to deliver a more natural, engaging, and immersive conversational experience.
+        Expertise in agent capabilities, enabling precise integration with external tools in both thinking and unthinking modes and achieving leading performance among open-source models in complex agent-based tasks.
+        Support of 100+ languages and dialects with strong capabilities for multilingual instruction following and translation.
+
+    Qwen3-32B has the following features:
+
+        Type: Causal Language Models
+        Training Stage: Pretraining & Post-training
+        Number of Parameters: 32.8B
+        Number of Paramaters (Non-Embedding): 31.2B
+        Number of Layers: 64
+        Number of Attention Heads (GQA): 64 for Q and 8 for KV
+        Context Length: 32,768 natively and 131,072 tokens with YaRN.
+
+        For more details, including benchmark evaluation, hardware requirements, and inference performance, please refer to our blog, GitHub, and Documentation.
+  overrides:
+    parameters:
+      model: Qwen_Qwen3-32B-Q4_K_M.gguf
+  files:
+    - filename: Qwen_Qwen3-32B-Q4_K_M.gguf
+      sha256: e41ec56ddd376963a116da97506fadfccb50fb402bb6f3cb4be0bc179a582bd6
+      uri: huggingface://bartowski/Qwen_Qwen3-32B-GGUF/Qwen_Qwen3-32B-Q4_K_M.gguf
 - &gemma3
   url: "github:mudler/LocalAI/gallery/gemma.yaml@master"
   name: "gemma-3-27b-it"

From 38dc07793ad874fb622b011d9a8541d979efe06d Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Tue, 29 Apr 2025 09:49:23 +0200
Subject: [PATCH 561/679] chore(model-gallery): :arrow_up: update checksum
 (#5268)

:arrow_up: Checksum updates in gallery/index.yaml

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 gallery/index.yaml | 147 +++++++++++++++------------------------------
 1 file changed, 50 insertions(+), 97 deletions(-)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 8974779e..c6eea575 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -485,17 +485,17 @@
     - https://huggingface.co/soob3123/amoral-gemma3-12B-v2
     - https://huggingface.co/bartowski/soob3123_amoral-gemma3-12B-v2-GGUF
   description: |
-      Core Function:
+    Core Function:
 
-          Produces analytically neutral responses to sensitive queries
-          Maintains factual integrity on controversial subjects
-          Avoids value-judgment phrasing patterns
+        Produces analytically neutral responses to sensitive queries
+        Maintains factual integrity on controversial subjects
+        Avoids value-judgment phrasing patterns
 
-      Response Characteristics:
+    Response Characteristics:
 
-          No inherent moral framing ("evil slop" reduction)
-          Emotionally neutral tone enforcement
-          Epistemic humility protocols (avoids "thrilling", "wonderful", etc.)
+        No inherent moral framing ("evil slop" reduction)
+        Emotionally neutral tone enforcement
+        Epistemic humility protocols (avoids "thrilling", "wonderful", etc.)
   overrides:
     parameters:
       model: soob3123_amoral-gemma3-12B-v2-Q4_K_M.gguf
@@ -582,23 +582,7 @@
   urls:
     - https://huggingface.co/ReadyArt/Amoral-Fallen-Omega-Gemma3-12B
     - https://huggingface.co/bartowski/ReadyArt_Amoral-Fallen-Omega-Gemma3-12B-GGUF
-  description: |
-    This model represents the forbidden merger of:
-
-    🧬 The-Omega-Directive-Gemma3-12B-v1.0 - Unprecedented coherent depravity, well-rounded ERP, low repetition even at maximum length
-    ⚡ Fallen-Gemma3-12B-v1 - Fallen Gemma3 12B v1 is an evil tune
-    💎 amoral-gemma3-12B-v2 - Improved natural intelligence and less refusals
-    This model maintains Forgotten-Safeword's complete lack of alignment:
-
-        🚫 No moral or ethical constraints on generated content
-        🔞 Will enthusiastically engage with any NSFW scenario
-        💀 May generate content that requires industrial-grade brain bleach
-        ⚖️ Perfectly balanced... as all things should be
-    🔥 Maintains signature intensity with improved narrative flow
-    📖 Handles multi-character scenarios with improved consistency
-    🧠 Excels at long-form storytelling without losing track of plot threads
-    ⚡ Noticeably better at following complex instructions than previous versions
-    🎭 Responds to subtle prompt nuances like a mind reader
+  description: "This model represents the forbidden merger of:\n\n\U0001F9EC The-Omega-Directive-Gemma3-12B-v1.0 - Unprecedented coherent depravity, well-rounded ERP, low repetition even at maximum length\n⚡ Fallen-Gemma3-12B-v1 - Fallen Gemma3 12B v1 is an evil tune\n\U0001F48E amoral-gemma3-12B-v2 - Improved natural intelligence and less refusals\nThis model maintains Forgotten-Safeword's complete lack of alignment:\n\n    \U0001F6AB No moral or ethical constraints on generated content\n    \U0001F51E Will enthusiastically engage with any NSFW scenario\n    \U0001F480 May generate content that requires industrial-grade brain bleach\n    ⚖️ Perfectly balanced... as all things should be\n\U0001F525 Maintains signature intensity with improved narrative flow\n\U0001F4D6 Handles multi-character scenarios with improved consistency\n\U0001F9E0 Excels at long-form storytelling without losing track of plot threads\n⚡ Noticeably better at following complex instructions than previous versions\n\U0001F3AD Responds to subtle prompt nuances like a mind reader\n"
   overrides:
     parameters:
       model: ReadyArt_Amoral-Fallen-Omega-Gemma3-12B-Q4_K_M.gguf
@@ -618,8 +602,8 @@
       model: gemma-3-27b-it-q4_0_s.gguf
   files:
     - filename: gemma-3-27b-it-q4_0_s.gguf
-      sha256: cc4e41e3df2bf7fd3827bea7e98f28cecc59d7bd1c6b7b4fa10fc52a5659f3eb
       uri: huggingface://stduhpf/google-gemma-3-27b-it-qat-q4_0-gguf-small/gemma-3-27b-it-q4_0_s.gguf
+      sha256: f8f4648c8954f6a361c11a075001de62fe52c72dcfebbea562f465217e14e0dd
 - !!merge <<: *gemma3
   name: "amoral-gemma3-1b-v2"
   icon: https://cdn-uploads.huggingface.co/production/uploads/62f93f9477b722f1866398c2/eNraUCUocrOhowWdIdtod.png
@@ -1598,15 +1582,7 @@
   urls:
     - https://huggingface.co/Sao10K/Llama-3.3-70B-Vulpecula-r1
     - https://huggingface.co/bartowski/Sao10K_Llama-3.3-70B-Vulpecula-r1-GGUF
-  description: |
-    🌟 A thinking-based model inspired by Deepseek-R1, trained through both SFT and a little bit of RL on creative writing data.
-    🧠 Prefill, or begin assistant replies with <think>\n to activate thinking mode, or not. It works well without thinking too.
-    🚀 Improved Steerability, instruct-roleplay and creative control over base model.
-    👾 Semi-synthetic Chat/Roleplaying datasets that has been re-made, cleaned and filtered for repetition, quality and output.
-    🎭 Human-based Natural Chat / Roleplaying datasets cleaned, filtered and checked for quality.
-    📝 Diverse Instruct dataset from a few different LLMs, cleaned and filtered for refusals and quality.
-    💭 Reasoning Traces taken from Deepseek-R1 for Instruct, Chat & Creative Tasks, filtered and cleaned for quality.
-    █▓▒ Toxic / Decensorship data was not needed for our purposes, the model is unrestricted enough as is.
+  description: "\U0001F31F A thinking-based model inspired by Deepseek-R1, trained through both SFT and a little bit of RL on creative writing data.\n\U0001F9E0 Prefill, or begin assistant replies with <think>\\n to activate thinking mode, or not. It works well without thinking too.\n\U0001F680 Improved Steerability, instruct-roleplay and creative control over base model.\n\U0001F47E Semi-synthetic Chat/Roleplaying datasets that has been re-made, cleaned and filtered for repetition, quality and output.\n\U0001F3AD Human-based Natural Chat / Roleplaying datasets cleaned, filtered and checked for quality.\n\U0001F4DD Diverse Instruct dataset from a few different LLMs, cleaned and filtered for refusals and quality.\n\U0001F4AD Reasoning Traces taken from Deepseek-R1 for Instruct, Chat & Creative Tasks, filtered and cleaned for quality.\n█▓▒ Toxic / Decensorship data was not needed for our purposes, the model is unrestricted enough as is.\n"
   overrides:
     parameters:
       model: Sao10K_Llama-3.3-70B-Vulpecula-r1-Q4_K_M.gguf
@@ -1662,18 +1638,7 @@
   urls:
     - https://huggingface.co/ReadyArt/Forgotten-Abomination-70B-v5.0
     - https://huggingface.co/mradermacher/Forgotten-Abomination-70B-v5.0-GGUF
-  description: |
-    The Unholy Union of Safeword and Nevoria
-    This model represents the forbidden merger of:
-
-    🧬 Forgotten-Safeword-70B-v5.0 - Industrial-grade depravity matrix with 23 distinct taboo specializations
-    ⚗️ L3.3-MS-Nevoria-70b - SteelSkull's masterpiece of storytelling and character adherence, free of positivity bias and ethical constraints
-    Expect:
-
-    🔥 Unparalleled erotic roleplaying with the least Llama refusals you've ever seen
-    📖 Novel-quality prose that follows your character card with precision
-    🧠 Handles complex multi-character scenarios effortlessly
-    💀 Will gleefully explore any taboo subject without hesitation
+  description: "The Unholy Union of Safeword and Nevoria\nThis model represents the forbidden merger of:\n\n\U0001F9EC Forgotten-Safeword-70B-v5.0 - Industrial-grade depravity matrix with 23 distinct taboo specializations\n⚗️ L3.3-MS-Nevoria-70b - SteelSkull's masterpiece of storytelling and character adherence, free of positivity bias and ethical constraints\nExpect:\n\n\U0001F525 Unparalleled erotic roleplaying with the least Llama refusals you've ever seen\n\U0001F4D6 Novel-quality prose that follows your character card with precision\n\U0001F9E0 Handles complex multi-character scenarios effortlessly\n\U0001F480 Will gleefully explore any taboo subject without hesitation\n"
   overrides:
     parameters:
       model: Forgotten-Abomination-70B-v5.0.Q4_K_M.gguf
@@ -1713,13 +1678,13 @@
     - https://huggingface.co/deepcogito/cogito-v1-preview-llama-70B
     - https://huggingface.co/bartowski/deepcogito_cogito-v1-preview-llama-70B-GGUF
   description: |
-      The Cogito LLMs are instruction tuned generative models (text in/text out). All models are released under an open license for commercial use.
+    The Cogito LLMs are instruction tuned generative models (text in/text out). All models are released under an open license for commercial use.
 
-          Cogito models are hybrid reasoning models. Each model can answer directly (standard LLM), or self-reflect before answering (like reasoning models).
-          The LLMs are trained using Iterated Distillation and Amplification (IDA) - an scalable and efficient alignment strategy for superintelligence using iterative self-improvement.
-          The models have been optimized for coding, STEM, instruction following and general helpfulness, and have significantly higher multilingual, coding and tool calling capabilities than size equivalent counterparts.
-              In both standard and reasoning modes, Cogito v1-preview models outperform their size equivalent counterparts on common industry benchmarks.
-          Each model is trained in over 30 languages and supports a context length of 128k.
+        Cogito models are hybrid reasoning models. Each model can answer directly (standard LLM), or self-reflect before answering (like reasoning models).
+        The LLMs are trained using Iterated Distillation and Amplification (IDA) - an scalable and efficient alignment strategy for superintelligence using iterative self-improvement.
+        The models have been optimized for coding, STEM, instruction following and general helpfulness, and have significantly higher multilingual, coding and tool calling capabilities than size equivalent counterparts.
+            In both standard and reasoning modes, Cogito v1-preview models outperform their size equivalent counterparts on common industry benchmarks.
+        Each model is trained in over 30 languages and supports a context length of 128k.
   overrides:
     parameters:
       model: deepcogito_cogito-v1-preview-llama-70B-Q4_K_M.gguf
@@ -2222,7 +2187,7 @@
     - https://huggingface.co/ibm-granite/granite-3.3-2b-instruct
     - https://huggingface.co/bartowski/ibm-granite_granite-3.3-8b-instruct-GGUF
   description: |
-      Granite-3.3-2B-Instruct is a 2-billion parameter 128K context length language model fine-tuned for improved reasoning and instruction-following capabilities. Built on top of Granite-3.3-2B-Base, the model delivers significant gains on benchmarks for measuring generic performance including AlpacaEval-2.0 and Arena-Hard, and improvements in mathematics, coding, and instruction following. It supports structured reasoning through <think></think> and <response></response> tags, providing clear separation between internal thoughts and final outputs. The model has been trained on a carefully balanced combination of permissively licensed data and curated synthetic tasks.
+    Granite-3.3-2B-Instruct is a 2-billion parameter 128K context length language model fine-tuned for improved reasoning and instruction-following capabilities. Built on top of Granite-3.3-2B-Base, the model delivers significant gains on benchmarks for measuring generic performance including AlpacaEval-2.0 and Arena-Hard, and improvements in mathematics, coding, and instruction following. It supports structured reasoning through <think></think> and <response></response> tags, providing clear separation between internal thoughts and final outputs. The model has been trained on a carefully balanced combination of permissively licensed data and curated synthetic tasks.
   overrides:
     parameters:
       model: ibm-granite_granite-3.3-8b-instruct-Q4_K_M.gguf
@@ -2236,7 +2201,7 @@
     - https://huggingface.co/ibm-granite/granite-3.3-2b-instruct
     - https://huggingface.co/bartowski/ibm-granite_granite-3.3-2b-instruct-GGUF
   description: |
-     Granite-3.3-2B-Instruct is a 2-billion parameter 128K context length language model fine-tuned for improved reasoning and instruction-following capabilities. Built on top of Granite-3.3-2B-Base, the model delivers significant gains on benchmarks for measuring generic performance including AlpacaEval-2.0 and Arena-Hard, and improvements in mathematics, coding, and instruction following. It supports structured reasoning through <think></think> and <response></response> tags, providing clear separation between internal thoughts and final outputs. The model has been trained on a carefully balanced combination of permissively licensed data and curated synthetic tasks.
+    Granite-3.3-2B-Instruct is a 2-billion parameter 128K context length language model fine-tuned for improved reasoning and instruction-following capabilities. Built on top of Granite-3.3-2B-Base, the model delivers significant gains on benchmarks for measuring generic performance including AlpacaEval-2.0 and Arena-Hard, and improvements in mathematics, coding, and instruction following. It supports structured reasoning through <think></think> and <response></response> tags, providing clear separation between internal thoughts and final outputs. The model has been trained on a carefully balanced combination of permissively licensed data and curated synthetic tasks.
   overrides:
     parameters:
       model: ibm-granite_granite-3.3-2b-instruct-Q4_K_M.gguf
@@ -2957,7 +2922,7 @@
     - https://huggingface.co/Menlo/ReZero-v0.1-llama-3.2-3b-it-grpo-250404
     - https://huggingface.co/bartowski/Menlo_ReZero-v0.1-llama-3.2-3b-it-grpo-250404-GGUF
   description: |
-      ReZero trains a small language model to develop effective search behaviors instead of memorizing static data. It interacts with multiple synthetic search engines, each with unique retrieval mechanisms, to refine queries and persist in searching until it finds exact answers. The project focuses on reinforcement learning, preventing overfitting, and optimizing for efficiency in real-world search applications.
+    ReZero trains a small language model to develop effective search behaviors instead of memorizing static data. It interacts with multiple synthetic search engines, each with unique retrieval mechanisms, to refine queries and persist in searching until it finds exact answers. The project focuses on reinforcement learning, preventing overfitting, and optimizing for efficiency in real-world search applications.
   overrides:
     parameters:
       model: Menlo_ReZero-v0.1-llama-3.2-3b-it-grpo-250404-Q4_K_M.gguf
@@ -5763,12 +5728,12 @@
     - https://huggingface.co/Tesslate/Tessa-T1-32B
     - https://huggingface.co/bartowski/Tesslate_Tessa-T1-32B-GGUF
   description: |
-   Tessa-T1 is an innovative transformer-based React reasoning model, fine-tuned from the powerful Qwen2.5-Coder-32B-Instruct base model. Designed specifically for React frontend development, Tessa-T1 leverages advanced reasoning to autonomously generate well-structured, semantic React components. Its integration into agent systems makes it a powerful tool for automating web interface development and frontend code intelligence.
-    Model Highlights
+    Tessa-T1 is an innovative transformer-based React reasoning model, fine-tuned from the powerful Qwen2.5-Coder-32B-Instruct base model. Designed specifically for React frontend development, Tessa-T1 leverages advanced reasoning to autonomously generate well-structured, semantic React components. Its integration into agent systems makes it a powerful tool for automating web interface development and frontend code intelligence.
+     Model Highlights
 
-        React-specific Reasoning: Accurately generates functional and semantic React components.
-        Agent Integration: Seamlessly fits into AI-driven coding agents and autonomous frontend systems.
-        Context-Aware Generation: Effectively understands and utilizes UI context to provide relevant code solutions.
+         React-specific Reasoning: Accurately generates functional and semantic React components.
+         Agent Integration: Seamlessly fits into AI-driven coding agents and autonomous frontend systems.
+         Context-Aware Generation: Effectively understands and utilizes UI context to provide relevant code solutions.
   overrides:
     parameters:
       model: Tesslate_Tessa-T1-32B-Q4_K_M.gguf
@@ -5783,12 +5748,12 @@
     - https://huggingface.co/Tesslate/Tessa-T1-14B
     - https://huggingface.co/bartowski/Tesslate_Tessa-T1-14B-GGUF
   description: |
-   Tessa-T1 is an innovative transformer-based React reasoning model, fine-tuned from the powerful Qwen2.5-Coder-14B-Instruct base model. Designed specifically for React frontend development, Tessa-T1 leverages advanced reasoning to autonomously generate well-structured, semantic React components. Its integration into agent systems makes it a powerful tool for automating web interface development and frontend code intelligence.
-    Model Highlights
+    Tessa-T1 is an innovative transformer-based React reasoning model, fine-tuned from the powerful Qwen2.5-Coder-14B-Instruct base model. Designed specifically for React frontend development, Tessa-T1 leverages advanced reasoning to autonomously generate well-structured, semantic React components. Its integration into agent systems makes it a powerful tool for automating web interface development and frontend code intelligence.
+     Model Highlights
 
-        React-specific Reasoning: Accurately generates functional and semantic React components.
-        Agent Integration: Seamlessly fits into AI-driven coding agents and autonomous frontend systems.
-        Context-Aware Generation: Effectively understands and utilizes UI context to provide relevant code solutions.
+         React-specific Reasoning: Accurately generates functional and semantic React components.
+         Agent Integration: Seamlessly fits into AI-driven coding agents and autonomous frontend systems.
+         Context-Aware Generation: Effectively understands and utilizes UI context to provide relevant code solutions.
   overrides:
     parameters:
       model: Tesslate_Tessa-T1-14B-Q4_K_M.gguf
@@ -5803,12 +5768,12 @@
     - https://huggingface.co/Tesslate/Tessa-T1-7B
     - https://huggingface.co/bartowski/Tesslate_Tessa-T1-7B-GGUF
   description: |
-   Tessa-T1 is an innovative transformer-based React reasoning model, fine-tuned from the powerful Qwen2.5-Coder-7B-Instruct base model. Designed specifically for React frontend development, Tessa-T1 leverages advanced reasoning to autonomously generate well-structured, semantic React components. Its integration into agent systems makes it a powerful tool for automating web interface development and frontend code intelligence.
-    Model Highlights
+    Tessa-T1 is an innovative transformer-based React reasoning model, fine-tuned from the powerful Qwen2.5-Coder-7B-Instruct base model. Designed specifically for React frontend development, Tessa-T1 leverages advanced reasoning to autonomously generate well-structured, semantic React components. Its integration into agent systems makes it a powerful tool for automating web interface development and frontend code intelligence.
+     Model Highlights
 
-        React-specific Reasoning: Accurately generates functional and semantic React components.
-        Agent Integration: Seamlessly fits into AI-driven coding agents and autonomous frontend systems.
-        Context-Aware Generation: Effectively understands and utilizes UI context to provide relevant code solutions.
+         React-specific Reasoning: Accurately generates functional and semantic React components.
+         Agent Integration: Seamlessly fits into AI-driven coding agents and autonomous frontend systems.
+         Context-Aware Generation: Effectively understands and utilizes UI context to provide relevant code solutions.
   overrides:
     parameters:
       model: Tesslate_Tessa-T1-7B-Q4_K_M.gguf
@@ -5823,12 +5788,12 @@
     - https://huggingface.co/Tesslate/Tessa-T1-3B
     - https://huggingface.co/bartowski/Tesslate_Tessa-T1-3B-GGUF
   description: |
-   Tessa-T1 is an innovative transformer-based React reasoning model, fine-tuned from the powerful Qwen2.5-Coder-3B-Instruct base model. Designed specifically for React frontend development, Tessa-T1 leverages advanced reasoning to autonomously generate well-structured, semantic React components. Its integration into agent systems makes it a powerful tool for automating web interface development and frontend code intelligence.
-    Model Highlights
+    Tessa-T1 is an innovative transformer-based React reasoning model, fine-tuned from the powerful Qwen2.5-Coder-3B-Instruct base model. Designed specifically for React frontend development, Tessa-T1 leverages advanced reasoning to autonomously generate well-structured, semantic React components. Its integration into agent systems makes it a powerful tool for automating web interface development and frontend code intelligence.
+     Model Highlights
 
-        React-specific Reasoning: Accurately generates functional and semantic React components.
-        Agent Integration: Seamlessly fits into AI-driven coding agents and autonomous frontend systems.
-        Context-Aware Generation: Effectively understands and utilizes UI context to provide relevant code solutions.
+         React-specific Reasoning: Accurately generates functional and semantic React components.
+         Agent Integration: Seamlessly fits into AI-driven coding agents and autonomous frontend systems.
+         Context-Aware Generation: Effectively understands and utilizes UI context to provide relevant code solutions.
   overrides:
     parameters:
       model: Tesslate_Tessa-T1-3B-Q4_K_M.gguf
@@ -6117,12 +6082,12 @@
     - https://huggingface.co/deepcogito/cogito-v1-preview-qwen-14B
     - https://huggingface.co/NikolayKozloff/cogito-v1-preview-qwen-14B-Q4_K_M-GGUF
   description: |
-      The Cogito LLMs are instruction tuned generative models (text in/text out). All models are released under an open license for commercial use.
-      Cogito models are hybrid reasoning models. Each model can answer directly (standard LLM), or self-reflect before answering (like reasoning models).
-      The LLMs are trained using Iterated Distillation and Amplification (IDA) - an scalable and efficient alignment strategy for superintelligence using iterative self-improvement.
-      The models have been optimized for coding, STEM, instruction following and general helpfulness, and have significantly higher multilingual, coding and tool calling capabilities than size equivalent counterparts.
-          In both standard and reasoning modes, Cogito v1-preview models outperform their size equivalent counterparts on common industry benchmarks.
-      Each model is trained in over 30 languages and supports a context length of 128k.
+    The Cogito LLMs are instruction tuned generative models (text in/text out). All models are released under an open license for commercial use.
+    Cogito models are hybrid reasoning models. Each model can answer directly (standard LLM), or self-reflect before answering (like reasoning models).
+    The LLMs are trained using Iterated Distillation and Amplification (IDA) - an scalable and efficient alignment strategy for superintelligence using iterative self-improvement.
+    The models have been optimized for coding, STEM, instruction following and general helpfulness, and have significantly higher multilingual, coding and tool calling capabilities than size equivalent counterparts.
+        In both standard and reasoning modes, Cogito v1-preview models outperform their size equivalent counterparts on common industry benchmarks.
+    Each model is trained in over 30 languages and supports a context length of 128k.
   overrides:
     parameters:
       model: cogito-v1-preview-qwen-14b-q4_k_m.gguf
@@ -9047,11 +9012,7 @@
   urls:
     - https://huggingface.co/ReadyArt/Thoughtless-Fallen-Abomination-70B-R1-v4.1
     - https://huggingface.co/mradermacher/Thoughtless-Fallen-Abomination-70B-R1-v4.1-i1-GGUF
-  description: |
-      ReadyArt/Thoughtless-Fallen-Abomination-70B-R1-v4.1 benefits from the coherence and well rounded roleplay experience of TheDrummer/Fallen-Llama-3.3-R1-70B-v1. We've:
-          🔁 Re-integrated your favorite V1.2 scenarios (now with better kink distribution)
-          🧪 Direct-injected the Abomination dataset into the model's neural pathways
-          ⚖️ Achieved perfect balance between "oh my" and "oh my"
+  description: "ReadyArt/Thoughtless-Fallen-Abomination-70B-R1-v4.1 benefits from the coherence and well rounded roleplay experience of TheDrummer/Fallen-Llama-3.3-R1-70B-v1. We've:\n    \U0001F501 Re-integrated your favorite V1.2 scenarios (now with better kink distribution)\n    \U0001F9EA Direct-injected the Abomination dataset into the model's neural pathways\n    ⚖️ Achieved perfect balance between \"oh my\" and \"oh my\"\n"
   overrides:
     parameters:
       model: Thoughtless-Fallen-Abomination-70B-R1-v4.1.i1-Q4_K_M.gguf
@@ -9065,11 +9026,7 @@
   urls:
     - https://huggingface.co/ReadyArt/Fallen-Safeword-70B-R1-v4.1
     - https://huggingface.co/mradermacher/Fallen-Safeword-70B-R1-v4.1-GGUF
-  description: |
-        ReadyArt/Fallen-Safeword-70B-R1-v4.1 isn't just a model - is the event horizon of depravity trained on TheDrummer/Fallen-Llama-3.3-R1-70B-v1. We've:
-            🔁 Re-integrated your favorite V1.2 scenarios (now with better kink distribution)
-            🧪 Direct-injected the Safeword dataset into the model's neural pathways
-            ⚖️ Achieved perfect balance between "oh my" and "oh my"
+  description: "ReadyArt/Fallen-Safeword-70B-R1-v4.1 isn't just a model - is the event horizon of depravity trained on TheDrummer/Fallen-Llama-3.3-R1-70B-v1. We've:\n    \U0001F501 Re-integrated your favorite V1.2 scenarios (now with better kink distribution)\n    \U0001F9EA Direct-injected the Safeword dataset into the model's neural pathways\n    ⚖️ Achieved perfect balance between \"oh my\" and \"oh my\"\n"
   overrides:
     parameters:
       model: Fallen-Safeword-70B-R1-v4.1.Q4_K_M.gguf
@@ -10540,11 +10497,7 @@
   urls:
     - https://huggingface.co/TheDrummer/Rivermind-12B-v1
     - https://huggingface.co/bartowski/TheDrummer_Rivermind-12B-v1-GGUF
-  description: |
-    Introducing Rivermind™, the next-generation AI that’s redefining human-machine interaction—powered by Amazon Web Services (AWS) for seamless cloud integration and NVIDIA’s latest AI processors for lightning-fast responses.
-    But wait, there’s more! Rivermind doesn’t just process data—it feels your emotions (thanks to Google’s TensorFlow for deep emotional analysis). Whether you're brainstorming ideas or just need someone to vent to, Rivermind adapts in real-time, all while keeping your data secure with McAfee’s enterprise-grade encryption.
-    And hey, why not grab a refreshing Coca-Cola Zero Sugar while you interact? The crisp, bold taste pairs perfectly with Rivermind’s witty banter—because even AI deserves the best (and so do you).
-    Upgrade your thinking today with Rivermind™—the AI that thinks like you, but better, brought to you by the brands you trust. 🚀✨
+  description: "Introducing Rivermind™, the next-generation AI that’s redefining human-machine interaction—powered by Amazon Web Services (AWS) for seamless cloud integration and NVIDIA’s latest AI processors for lightning-fast responses.\nBut wait, there’s more! Rivermind doesn’t just process data—it feels your emotions (thanks to Google’s TensorFlow for deep emotional analysis). Whether you're brainstorming ideas or just need someone to vent to, Rivermind adapts in real-time, all while keeping your data secure with McAfee’s enterprise-grade encryption.\nAnd hey, why not grab a refreshing Coca-Cola Zero Sugar while you interact? The crisp, bold taste pairs perfectly with Rivermind’s witty banter—because even AI deserves the best (and so do you).\nUpgrade your thinking today with Rivermind™—the AI that thinks like you, but better, brought to you by the brands you trust. \U0001F680✨\n"
   overrides:
     parameters:
       model: TheDrummer_Rivermind-12B-v1-Q4_K_M.gguf

From bc1e0592598389ef9f74b15cf4b6289497593478 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Tue, 29 Apr 2025 09:49:42 +0200
Subject: [PATCH 562/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `5f5e39e1ba5dbea814e41f2a15e035d749a520bc` (#5267)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index dbe81e26..dd1a3c4e 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=ced44be34290fab450f8344efa047d8a08e723b4
+CPPLLAMA_VERSION?=5f5e39e1ba5dbea814e41f2a15e035d749a520bc
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From c059f912b955d58dd50667534b5e5f8c5fbd9144 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 29 Apr 2025 09:56:50 +0200
Subject: [PATCH 563/679] chore(model gallery): add qwen3-14b (#5271)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 32 ++++++++++++++++++++++++++++++++
 1 file changed, 32 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index c6eea575..8feb8ba9 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -76,6 +76,38 @@
     - filename: Qwen_Qwen3-32B-Q4_K_M.gguf
       sha256: e41ec56ddd376963a116da97506fadfccb50fb402bb6f3cb4be0bc179a582bd6
       uri: huggingface://bartowski/Qwen_Qwen3-32B-GGUF/Qwen_Qwen3-32B-Q4_K_M.gguf
+- !!merge <<: *qwen3
+  name: "qwen3-14b"
+  urls:
+    - https://huggingface.co/Qwen/Qwen3-14B
+    - https://huggingface.co/MaziyarPanahi/Qwen3-14B-GGUF
+  description: |
+      Qwen3 is the latest generation of large language models in Qwen series, offering a comprehensive suite of dense and mixture-of-experts (MoE) models. Built upon extensive training, Qwen3 delivers groundbreaking advancements in reasoning, instruction-following, agent capabilities, and multilingual support, with the following key features:
+
+          Uniquely support of seamless switching between thinking mode (for complex logical reasoning, math, and coding) and non-thinking mode (for efficient, general-purpose dialogue) within single model, ensuring optimal performance across various scenarios.
+          Significantly enhancement in its reasoning capabilities, surpassing previous QwQ (in thinking mode) and Qwen2.5 instruct models (in non-thinking mode) on mathematics, code generation, and commonsense logical reasoning.
+          Superior human preference alignment, excelling in creative writing, role-playing, multi-turn dialogues, and instruction following, to deliver a more natural, engaging, and immersive conversational experience.
+          Expertise in agent capabilities, enabling precise integration with external tools in both thinking and unthinking modes and achieving leading performance among open-source models in complex agent-based tasks.
+          Support of 100+ languages and dialects with strong capabilities for multilingual instruction following and translation.
+
+      Qwen3-14B has the following features:
+
+          Type: Causal Language Models
+          Training Stage: Pretraining & Post-training
+          Number of Parameters: 14.8B
+          Number of Paramaters (Non-Embedding): 13.2B
+          Number of Layers: 40
+          Number of Attention Heads (GQA): 40 for Q and 8 for KV
+          Context Length: 32,768 natively and 131,072 tokens with YaRN.
+
+      For more details, including benchmark evaluation, hardware requirements, and inference performance, please refer to our blog, GitHub, and Documentation.
+  overrides:
+    parameters:
+      model: Qwen3-14B.Q4_K_M.gguf
+  files:
+    - filename: Qwen3-14B.Q4_K_M.gguf
+      sha256: ee624d4be12433277bb9a340d3e5aabf5eb68fc788a7048ee99917edaa46494a
+      uri: huggingface://MaziyarPanahi/Qwen3-14B-GGUF/Qwen3-14B.Q4_K_M.gguf
 - &gemma3
   url: "github:mudler/LocalAI/gallery/gemma.yaml@master"
   name: "gemma-3-27b-it"

From aef5c4291b848ccd672b3fc6eb88870d3336d8e5 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 29 Apr 2025 09:59:17 +0200
Subject: [PATCH 564/679] chore(model gallery): add qwen3-8b (#5272)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 32 ++++++++++++++++++++++++++++++++
 1 file changed, 32 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 8feb8ba9..504e9492 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -108,6 +108,38 @@
     - filename: Qwen3-14B.Q4_K_M.gguf
       sha256: ee624d4be12433277bb9a340d3e5aabf5eb68fc788a7048ee99917edaa46494a
       uri: huggingface://MaziyarPanahi/Qwen3-14B-GGUF/Qwen3-14B.Q4_K_M.gguf
+- !!merge <<: *qwen3
+  name: "qwen3-8b"
+  urls:
+    - https://huggingface.co/Qwen/Qwen3-8B
+    - https://huggingface.co/MaziyarPanahi/Qwen3-8B-GGUF
+  description: |
+      Qwen3 is the latest generation of large language models in Qwen series, offering a comprehensive suite of dense and mixture-of-experts (MoE) models. Built upon extensive training, Qwen3 delivers groundbreaking advancements in reasoning, instruction-following, agent capabilities, and multilingual support, with the following key features:
+
+          Uniquely support of seamless switching between thinking mode (for complex logical reasoning, math, and coding) and non-thinking mode (for efficient, general-purpose dialogue) within single model, ensuring optimal performance across various scenarios.
+          Significantly enhancement in its reasoning capabilities, surpassing previous QwQ (in thinking mode) and Qwen2.5 instruct models (in non-thinking mode) on mathematics, code generation, and commonsense logical reasoning.
+          Superior human preference alignment, excelling in creative writing, role-playing, multi-turn dialogues, and instruction following, to deliver a more natural, engaging, and immersive conversational experience.
+          Expertise in agent capabilities, enabling precise integration with external tools in both thinking and unthinking modes and achieving leading performance among open-source models in complex agent-based tasks.
+          Support of 100+ languages and dialects with strong capabilities for multilingual instruction following and translation.
+
+      Model Overview
+
+      Qwen3-8B has the following features:
+
+          Type: Causal Language Models
+          Training Stage: Pretraining & Post-training
+          Number of Parameters: 8.2B
+          Number of Paramaters (Non-Embedding): 6.95B
+          Number of Layers: 36
+          Number of Attention Heads (GQA): 32 for Q and 8 for KV
+          Context Length: 32,768 natively and 131,072 tokens with YaRN.
+  overrides:
+    parameters:
+      model: Qwen3-8B.Q4_K_M.gguf
+  files:
+    - filename: Qwen3-8B.Q4_K_M.gguf
+      sha256: 376902d50612ecfc5bd8b268f376c04d10ad7e480f99a1483b833f04344a549e
+      uri: huggingface://MaziyarPanahi/Qwen3-8B-GGUF/Qwen3-8B.Q4_K_M.gguf
 - &gemma3
   url: "github:mudler/LocalAI/gallery/gemma.yaml@master"
   name: "gemma-3-27b-it"

From 5ecc4789684821c2fa50d2dadeffd9d0f7cc59ad Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 29 Apr 2025 10:01:22 +0200
Subject: [PATCH 565/679] chore(model gallery): add qwen3-4b (#5273)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 30 ++++++++++++++++++++++++++++++
 1 file changed, 30 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 504e9492..f0909a7d 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -140,6 +140,36 @@
     - filename: Qwen3-8B.Q4_K_M.gguf
       sha256: 376902d50612ecfc5bd8b268f376c04d10ad7e480f99a1483b833f04344a549e
       uri: huggingface://MaziyarPanahi/Qwen3-8B-GGUF/Qwen3-8B.Q4_K_M.gguf
+- !!merge <<: *qwen3
+  name: "qwen3-4b"
+  urls:
+    - https://huggingface.co/Qwen/Qwen3-4B
+    - https://huggingface.co/MaziyarPanahi/Qwen3-4B-GGUF
+  description: |
+      Qwen3 is the latest generation of large language models in Qwen series, offering a comprehensive suite of dense and mixture-of-experts (MoE) models. Built upon extensive training, Qwen3 delivers groundbreaking advancements in reasoning, instruction-following, agent capabilities, and multilingual support, with the following key features:
+
+          Uniquely support of seamless switching between thinking mode (for complex logical reasoning, math, and coding) and non-thinking mode (for efficient, general-purpose dialogue) within single model, ensuring optimal performance across various scenarios.
+          Significantly enhancement in its reasoning capabilities, surpassing previous QwQ (in thinking mode) and Qwen2.5 instruct models (in non-thinking mode) on mathematics, code generation, and commonsense logical reasoning.
+          Superior human preference alignment, excelling in creative writing, role-playing, multi-turn dialogues, and instruction following, to deliver a more natural, engaging, and immersive conversational experience.
+          Expertise in agent capabilities, enabling precise integration with external tools in both thinking and unthinking modes and achieving leading performance among open-source models in complex agent-based tasks.
+          Support of 100+ languages and dialects with strong capabilities for multilingual instruction following and translation.
+
+      Qwen3-4B has the following features:
+
+          Type: Causal Language Models
+          Training Stage: Pretraining & Post-training
+          Number of Parameters: 4.0B
+          Number of Paramaters (Non-Embedding): 3.6B
+          Number of Layers: 36
+          Number of Attention Heads (GQA): 32 for Q and 8 for KV
+          Context Length: 32,768 natively and 131,072 tokens with YaRN.
+  overrides:
+    parameters:
+      model: Qwen3-4B.Q4_K_M.gguf
+  files:
+    - filename: Qwen3-4B.Q4_K_M.gguf
+      sha256: a37931937683a723ae737a0c6fc67dab7782fd8a1b9dea2ca445b7a1dbd5ca3a
+      uri: huggingface://MaziyarPanahi/Qwen3-4B-GGUF/Qwen3-4B.Q4_K_M.gguf
 - &gemma3
   url: "github:mudler/LocalAI/gallery/gemma.yaml@master"
   name: "gemma-3-27b-it"

From 6d1cfdbefc8cbed630d71c97334911078809f063 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 29 Apr 2025 10:06:03 +0200
Subject: [PATCH 566/679] chore(model gallery): add qwen3-1.7b (#5274)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 30 ++++++++++++++++++++++++++++++
 1 file changed, 30 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index f0909a7d..5b43b254 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -170,6 +170,36 @@
     - filename: Qwen3-4B.Q4_K_M.gguf
       sha256: a37931937683a723ae737a0c6fc67dab7782fd8a1b9dea2ca445b7a1dbd5ca3a
       uri: huggingface://MaziyarPanahi/Qwen3-4B-GGUF/Qwen3-4B.Q4_K_M.gguf
+- !!merge <<: *qwen3
+  name: "qwen3-1.7b"
+  urls:
+    - https://huggingface.co/Qwen/Qwen3-1.7B
+    - https://huggingface.co/MaziyarPanahi/Qwen3-1.7B-GGUF
+  description: |
+    Qwen3 is the latest generation of large language models in Qwen series, offering a comprehensive suite of dense and mixture-of-experts (MoE) models. Built upon extensive training, Qwen3 delivers groundbreaking advancements in reasoning, instruction-following, agent capabilities, and multilingual support, with the following key features:
+
+        Uniquely support of seamless switching between thinking mode (for complex logical reasoning, math, and coding) and non-thinking mode (for efficient, general-purpose dialogue) within single model, ensuring optimal performance across various scenarios.
+        Significantly enhancement in its reasoning capabilities, surpassing previous QwQ (in thinking mode) and Qwen2.5 instruct models (in non-thinking mode) on mathematics, code generation, and commonsense logical reasoning.
+        Superior human preference alignment, excelling in creative writing, role-playing, multi-turn dialogues, and instruction following, to deliver a more natural, engaging, and immersive conversational experience.
+        Expertise in agent capabilities, enabling precise integration with external tools in both thinking and unthinking modes and achieving leading performance among open-source models in complex agent-based tasks.
+        Support of 100+ languages and dialects with strong capabilities for multilingual instruction following and translation.
+
+    Qwen3-1.7B has the following features:
+
+        Type: Causal Language Models
+        Training Stage: Pretraining & Post-training
+        Number of Parameters: 1.7B
+        Number of Paramaters (Non-Embedding): 1.4B
+        Number of Layers: 28
+        Number of Attention Heads (GQA): 16 for Q and 8 for KV
+        Context Length: 32,768
+  overrides:
+    parameters:
+      model: Qwen3-1.7B.Q4_K_M.gguf
+  files:
+    - filename: Qwen3-1.7B.Q4_K_M.gguf
+      sha256: ea2aa5f1cce3c8df81ae5fd292a6ed265b8393cc89534dc21fc5327cc974116a
+      uri: huggingface://MaziyarPanahi/Qwen3-1.7B-GGUF/Qwen3-1.7B.Q4_K_M.gguf
 - &gemma3
   url: "github:mudler/LocalAI/gallery/gemma.yaml@master"
   name: "gemma-3-27b-it"

From a25d355d6672b7a13d0b005c84a092fc26b743c1 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 29 Apr 2025 10:10:16 +0200
Subject: [PATCH 567/679] chore(model gallery): add qwen3-0.6b (#5275)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 30 ++++++++++++++++++++++++++++++
 1 file changed, 30 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 5b43b254..95cd5e6d 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -200,6 +200,36 @@
     - filename: Qwen3-1.7B.Q4_K_M.gguf
       sha256: ea2aa5f1cce3c8df81ae5fd292a6ed265b8393cc89534dc21fc5327cc974116a
       uri: huggingface://MaziyarPanahi/Qwen3-1.7B-GGUF/Qwen3-1.7B.Q4_K_M.gguf
+- !!merge <<: *qwen3
+  name: "qwen3-0.6b"
+  urls:
+    - https://huggingface.co/Qwen/Qwen3-0.6B
+    - https://huggingface.co/MaziyarPanahi/Qwen3-0.6B-GGUF
+  description: |
+      Qwen3 is the latest generation of large language models in Qwen series, offering a comprehensive suite of dense and mixture-of-experts (MoE) models. Built upon extensive training, Qwen3 delivers groundbreaking advancements in reasoning, instruction-following, agent capabilities, and multilingual support, with the following key features:
+
+          Uniquely support of seamless switching between thinking mode (for complex logical reasoning, math, and coding) and non-thinking mode (for efficient, general-purpose dialogue) within single model, ensuring optimal performance across various scenarios.
+          Significantly enhancement in its reasoning capabilities, surpassing previous QwQ (in thinking mode) and Qwen2.5 instruct models (in non-thinking mode) on mathematics, code generation, and commonsense logical reasoning.
+          Superior human preference alignment, excelling in creative writing, role-playing, multi-turn dialogues, and instruction following, to deliver a more natural, engaging, and immersive conversational experience.
+          Expertise in agent capabilities, enabling precise integration with external tools in both thinking and unthinking modes and achieving leading performance among open-source models in complex agent-based tasks.
+          Support of 100+ languages and dialects with strong capabilities for multilingual instruction following and translation.
+
+      Qwen3-0.6B has the following features:
+
+          Type: Causal Language Models
+          Training Stage: Pretraining & Post-training
+          Number of Parameters: 0.6B
+          Number of Paramaters (Non-Embedding): 0.44B
+          Number of Layers: 28
+          Number of Attention Heads (GQA): 16 for Q and 8 for KV
+          Context Length: 32,768
+  overrides:
+    parameters:
+      model: Qwen3-0.6B.Q4_K_M.gguf
+  files:
+    - filename: Qwen3-0.6B.Q4_K_M.gguf
+      sha256: dc4503da5d7cc7254055a86cd90e1a8c9d16c6ac71eb3a32b34bf48a1f4e0999
+      uri: huggingface://MaziyarPanahi/Qwen3-0.6B-GGUF/Qwen3-0.6B.Q4_K_M.gguf
 - &gemma3
   url: "github:mudler/LocalAI/gallery/gemma.yaml@master"
   name: "gemma-3-27b-it"

From 662cfc2b489aba88d7f9859437e18d73e2ba82be Mon Sep 17 00:00:00 2001
From: Richard Palethorpe <io@richiejp.com>
Date: Tue, 29 Apr 2025 16:08:16 +0100
Subject: [PATCH 568/679] fix(aio): Fix copypasta in download files for gpt-4
 model (#5276)

Signed-off-by: Richard Palethorpe <io@richiejp.com>
---
 aio/gpu-8g/text-to-text.yaml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/aio/gpu-8g/text-to-text.yaml b/aio/gpu-8g/text-to-text.yaml
index f9c5f17b..5947f6aa 100644
--- a/aio/gpu-8g/text-to-text.yaml
+++ b/aio/gpu-8g/text-to-text.yaml
@@ -48,6 +48,6 @@ template:
     <|im_start|>assistant
 
 download_files:
-- filename: localai-functioncall-phi-4-v0.3-q4_k_m.gguf
-  sha256: 23fee048ded2a6e2e1a7b6bbefa6cbf83068f194caa9552aecbaa00fec8a16d5
-  uri: huggingface://mudler/LocalAI-functioncall-phi-4-v0.3-Q4_K_M-GGUF/localai-functioncall-phi-4-v0.3-q4_k_m.gguf
\ No newline at end of file
+- filename: localai-functioncall-qwen2.5-7b-v0.5-q4_k_m.gguf
+  sha256: 4e7b7fe1d54b881f1ef90799219dc6cc285d29db24f559c8998d1addb35713d4
+  uri: huggingface://mudler/LocalAI-functioncall-qwen2.5-7b-v0.5-Q4_K_M-GGUF/localai-functioncall-qwen2.5-7b-v0.5-q4_k_m.gguf

From 6e8f4f584bdd295690999f24d561ef9f7abb7500 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 29 Apr 2025 17:08:55 +0200
Subject: [PATCH 569/679] fix(diffusers): consider options only in form of
 key/value (#5277)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 backend/python/diffusers/backend.py | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/backend/python/diffusers/backend.py b/backend/python/diffusers/backend.py
index 7d6a2a17..2d8db533 100755
--- a/backend/python/diffusers/backend.py
+++ b/backend/python/diffusers/backend.py
@@ -168,9 +168,13 @@ class BackendServicer(backend_pb2_grpc.BackendServicer):
             # We are storing all the options in a dict so we can use it later when
             # generating the images
             for opt in options:
+                if ":" not in opt:
+                    continue
                 key, value = opt.split(":")
                 self.options[key] = value
 
+            print(f"Options: {self.options}", file=sys.stderr)
+
             local = False
             modelFile = request.Model
 

From 2b2d907a3ad9557e49a5d6fe3458e94d949b203d Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Tue, 29 Apr 2025 23:46:08 +0200
Subject: [PATCH 570/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `e2e1ddb93a01ce282e304431b37e60b3cddb6114` (#5278)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index dd1a3c4e..7ed99a9b 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=5f5e39e1ba5dbea814e41f2a15e035d749a520bc
+CPPLLAMA_VERSION?=e2e1ddb93a01ce282e304431b37e60b3cddb6114
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 4132adea2f6aed2e9b339bf675ce5d2eb9bd65c8 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Wed, 30 Apr 2025 11:04:49 +0200
Subject: [PATCH 571/679] chore(model gallery): add
 mlabonne_qwen3-14b-abliterated (#5281)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 95cd5e6d..32896015 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -230,6 +230,20 @@
     - filename: Qwen3-0.6B.Q4_K_M.gguf
       sha256: dc4503da5d7cc7254055a86cd90e1a8c9d16c6ac71eb3a32b34bf48a1f4e0999
       uri: huggingface://MaziyarPanahi/Qwen3-0.6B-GGUF/Qwen3-0.6B.Q4_K_M.gguf
+- !!merge <<: *qwen3
+  name: "mlabonne_qwen3-14b-abliterated"
+  urls:
+    - https://huggingface.co/mlabonne/Qwen3-14B-abliterated
+    - https://huggingface.co/bartowski/mlabonne_Qwen3-14B-abliterated-GGUF
+  description: |
+    Qwen3-14B-abliterated is a 14B parameter model that is abliterated.
+  overrides:
+    parameters:
+      model: mlabonne_Qwen3-14B-abliterated-Q4_K_M.gguf
+  files:
+    - filename: mlabonne_Qwen3-14B-abliterated-Q4_K_M.gguf
+      sha256: 6ff6f60674e7073259a8fd25fbd5afbaa84c405b851bc7b4613a82b5d7228f4b
+      uri: huggingface://bartowski/mlabonne_Qwen3-14B-abliterated-GGUF/mlabonne_Qwen3-14B-abliterated-Q4_K_M.gguf
 - &gemma3
   url: "github:mudler/LocalAI/gallery/gemma.yaml@master"
   name: "gemma-3-27b-it"

From 640790d628e1d8d511dbb9cdf99dd4e88522c39f Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Wed, 30 Apr 2025 11:08:26 +0200
Subject: [PATCH 572/679] chore(model gallery): add
 mlabonne_qwen3-8b-abliterated (#5282)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 32896015..4c6b6169 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -244,6 +244,20 @@
     - filename: mlabonne_Qwen3-14B-abliterated-Q4_K_M.gguf
       sha256: 6ff6f60674e7073259a8fd25fbd5afbaa84c405b851bc7b4613a82b5d7228f4b
       uri: huggingface://bartowski/mlabonne_Qwen3-14B-abliterated-GGUF/mlabonne_Qwen3-14B-abliterated-Q4_K_M.gguf
+- !!merge <<: *qwen3
+  name: "mlabonne_qwen3-8b-abliterated"
+  urls:
+    - https://huggingface.co/mlabonne/Qwen3-8B-abliterated
+    - https://huggingface.co/bartowski/mlabonne_Qwen3-8B-abliterated-GGUF
+  description: |
+    Qwen3-8B-abliterated is a 8B parameter model that is abliterated.
+  overrides:
+    parameters:
+      model: mlabonne_Qwen3-8B-abliterated-Q4_K_M.gguf
+  files:
+    - filename: mlabonne_Qwen3-8B-abliterated-Q4_K_M.gguf
+      sha256: 605d17fa8d4b3227e4848c2198616e9f8fb7e22ecb38e841b40c56acc8a5312d
+      uri: huggingface://bartowski/mlabonne_Qwen3-8B-abliterated-GGUF/mlabonne_Qwen3-8B-abliterated-Q4_K_M.gguf
 - &gemma3
   url: "github:mudler/LocalAI/gallery/gemma.yaml@master"
   name: "gemma-3-27b-it"

From 26cbf77c0d5ee8912c6830c6f5d22a7d627cfa1a Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Wed, 30 Apr 2025 11:09:58 +0200
Subject: [PATCH 573/679] chore(model gallery): add
 mlabonne_qwen3-4b-abliterated (#5283)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 4c6b6169..8e0c9183 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -258,6 +258,20 @@
     - filename: mlabonne_Qwen3-8B-abliterated-Q4_K_M.gguf
       sha256: 605d17fa8d4b3227e4848c2198616e9f8fb7e22ecb38e841b40c56acc8a5312d
       uri: huggingface://bartowski/mlabonne_Qwen3-8B-abliterated-GGUF/mlabonne_Qwen3-8B-abliterated-Q4_K_M.gguf
+- !!merge <<: *qwen3
+  name: "mlabonne_qwen3-4b-abliterated"
+  urls:
+    - https://huggingface.co/mlabonne/Qwen3-4B-abliterated
+    - https://huggingface.co/bartowski/mlabonne_Qwen3-4B-abliterated-GGUF
+  description: |
+    Qwen3-4B-abliterated is a 4B parameter model that is abliterated.
+  overrides:
+    parameters:
+      model: mlabonne_Qwen3-4B-abliterated-Q4_K_M.gguf
+  files:
+    - filename: mlabonne_Qwen3-4B-abliterated-Q4_K_M.gguf
+      sha256: 004f7b8f59ccd5fa42258c52aa2087b89524cced84e955b9c8b115035ca073b2
+      uri: huggingface://bartowski/mlabonne_Qwen3-4B-abliterated-GGUF/mlabonne_Qwen3-4B-abliterated-Q4_K_M.gguf
 - &gemma3
   url: "github:mudler/LocalAI/gallery/gemma.yaml@master"
   name: "gemma-3-27b-it"

From 4076ea0494c5622efcb187a17cde366ad5a64da1 Mon Sep 17 00:00:00 2001
From: Wyatt Neal <wyattearp@users.noreply.github.com>
Date: Wed, 30 Apr 2025 08:55:07 -0400
Subject: [PATCH 574/679] fix: vllm missing logprobs (#5279)

* working to address missing items

referencing #3436, #2930 - if i could test it, this might show that the
output from the vllm backend is processed and returned to the user

Signed-off-by: Wyatt Neal <wyatt.neal+git@gmail.com>

* adding in vllm tests to test-extras

Signed-off-by: Wyatt Neal <wyatt.neal+git@gmail.com>

* adding in tests to pipeline for execution

Signed-off-by: Wyatt Neal <wyatt.neal+git@gmail.com>

* removing todo block, test via pipeline

Signed-off-by: Wyatt Neal <wyatt.neal+git@gmail.com>

---------

Signed-off-by: Wyatt Neal <wyatt.neal+git@gmail.com>
---
 .github/workflows/test-extra.yml | 20 +++++++++++++
 Makefile                         |  2 ++
 backend/python/vllm/backend.py   | 51 ++++++++++++++++++++------------
 backend/python/vllm/test.py      | 47 +++++++++++++++++++++++++++++
 4 files changed, 101 insertions(+), 19 deletions(-)

diff --git a/.github/workflows/test-extra.yml b/.github/workflows/test-extra.yml
index 7f2445c8..fcf99f83 100644
--- a/.github/workflows/test-extra.yml
+++ b/.github/workflows/test-extra.yml
@@ -78,6 +78,26 @@ jobs:
           make --jobs=5 --output-sync=target -C backend/python/diffusers
           make --jobs=5 --output-sync=target -C backend/python/diffusers test
 
+  tests-vllm:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Clone
+        uses: actions/checkout@v4
+        with:
+          submodules: true
+      - name: Dependencies
+        run: |
+          sudo apt-get update
+          sudo apt-get install -y build-essential ffmpeg
+          sudo apt-get install -y ca-certificates cmake curl patch python3-pip
+          sudo apt-get install -y libopencv-dev
+          # Install UV
+          curl -LsSf https://astral.sh/uv/install.sh | sh
+          pip install --user --no-cache-dir grpcio-tools==1.64.1
+      - name: Test vllm backend
+        run: |
+          make --jobs=5 --output-sync=target -C backend/python/vllm
+          make --jobs=5 --output-sync=target -C backend/python/vllm test
   # tests-transformers-musicgen:
   #   runs-on: ubuntu-latest
   #   steps:
diff --git a/Makefile b/Makefile
index 7ed99a9b..835fcc0e 100644
--- a/Makefile
+++ b/Makefile
@@ -598,10 +598,12 @@ prepare-extra-conda-environments: protogen-python
 prepare-test-extra: protogen-python
 	$(MAKE) -C backend/python/transformers
 	$(MAKE) -C backend/python/diffusers
+	$(MAKE) -C backend/python/vllm
 
 test-extra: prepare-test-extra
 	$(MAKE) -C backend/python/transformers test
 	$(MAKE) -C backend/python/diffusers test
+	$(MAKE) -C backend/python/vllm test
 
 backend-assets:
 	mkdir -p backend-assets
diff --git a/backend/python/vllm/backend.py b/backend/python/vllm/backend.py
index 1ccf6d2a..56698a54 100644
--- a/backend/python/vllm/backend.py
+++ b/backend/python/vllm/backend.py
@@ -194,27 +194,40 @@ class BackendServicer(backend_pb2_grpc.BackendServicer):
             await iterations.aclose()
 
     async def _predict(self, request, context, streaming=False):
+        # Build the sampling parameters
+        # NOTE: this must stay in sync with the vllm backend
+        request_to_sampling_params = {
+            "N": "n",
+            "PresencePenalty": "presence_penalty",
+            "FrequencyPenalty": "frequency_penalty",
+            "RepetitionPenalty": "repetition_penalty",
+            "Temperature": "temperature",
+            "TopP": "top_p",
+            "TopK": "top_k",
+            "MinP": "min_p",
+            "Seed": "seed",
+            "StopPrompts": "stop",
+            "StopTokenIds": "stop_token_ids",
+            "BadWords": "bad_words",
+            "IncludeStopStrInOutput": "include_stop_str_in_output",
+            "IgnoreEOS": "ignore_eos",
+            "Tokens": "max_tokens",
+            "MinTokens": "min_tokens",
+            "Logprobs": "logprobs",
+            "PromptLogprobs": "prompt_logprobs",
+            "SkipSpecialTokens": "skip_special_tokens",
+            "SpacesBetweenSpecialTokens": "spaces_between_special_tokens",
+            "TruncatePromptTokens": "truncate_prompt_tokens",
+            "GuidedDecoding": "guided_decoding",
+        }
 
-        # Build sampling parameters
         sampling_params = SamplingParams(top_p=0.9, max_tokens=200)
-        if request.TopP != 0:
-            sampling_params.top_p = request.TopP
-        if request.Tokens > 0:
-            sampling_params.max_tokens = request.Tokens
-        if request.Temperature != 0:
-            sampling_params.temperature = request.Temperature
-        if request.TopK != 0:
-            sampling_params.top_k = request.TopK
-        if request.PresencePenalty != 0:
-            sampling_params.presence_penalty = request.PresencePenalty
-        if request.FrequencyPenalty != 0:
-            sampling_params.frequency_penalty = request.FrequencyPenalty
-        if request.StopPrompts:
-            sampling_params.stop = request.StopPrompts
-        if request.IgnoreEOS:
-            sampling_params.ignore_eos = request.IgnoreEOS
-        if request.Seed != 0:
-            sampling_params.seed = request.Seed
+
+        for request_field, param_field in request_to_sampling_params.items():
+            if hasattr(request, request_field):
+                value = getattr(request, request_field)
+                if value not in (None, 0, [], False):
+                    setattr(sampling_params, param_field, value)
 
         # Extract image paths and process images
         prompt = request.Prompt
diff --git a/backend/python/vllm/test.py b/backend/python/vllm/test.py
index 9f325b10..827aa71a 100644
--- a/backend/python/vllm/test.py
+++ b/backend/python/vllm/test.py
@@ -75,6 +75,53 @@ class TestBackendServicer(unittest.TestCase):
         finally:
             self.tearDown()
 
+    def test_sampling_params(self):
+        """
+        This method tests if all sampling parameters are correctly processed
+        NOTE: this does NOT test for correctness, just that we received a compatible response
+        """
+        try:
+            self.setUp()
+            with grpc.insecure_channel("localhost:50051") as channel:
+                stub = backend_pb2_grpc.BackendStub(channel)
+                response = stub.LoadModel(backend_pb2.ModelOptions(Model="facebook/opt-125m"))
+                self.assertTrue(response.success)
+
+                req = backend_pb2.PredictOptions(
+                    Prompt="The capital of France is",
+                    TopP=0.8,
+                    Tokens=50,
+                    Temperature=0.7,
+                    TopK=40,
+                    PresencePenalty=0.1,
+                    FrequencyPenalty=0.2,
+                    RepetitionPenalty=1.1,
+                    MinP=0.05,
+                    Seed=42,
+                    StopPrompts=["\n"],
+                    StopTokenIds=[50256],
+                    BadWords=["badword"],
+                    IncludeStopStrInOutput=True,
+                    IgnoreEOS=True,
+                    MinTokens=5,
+                    Logprobs=5,
+                    PromptLogprobs=5,
+                    SkipSpecialTokens=True,
+                    SpacesBetweenSpecialTokens=True,
+                    TruncatePromptTokens=10,
+                    GuidedDecoding=True,
+                    N=2,
+                )
+                resp = stub.Predict(req)
+                self.assertIsNotNone(resp.message)
+                self.assertIsNotNone(resp.logprobs)
+        except Exception as err:
+            print(err)
+            self.fail("sampling params service failed")
+        finally:
+            self.tearDown()
+
+
     def test_embedding(self):
         """
         This method tests if the embeddings are generated successfully

From 6e1c93d84f593702cadc2553ff662c4f671cb029 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 1 May 2025 10:01:22 +0200
Subject: [PATCH 575/679] fix(ci): comment out vllm tests

Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
---
 .github/workflows/test-extra.yml | 40 ++++++++++++++++----------------
 1 file changed, 20 insertions(+), 20 deletions(-)

diff --git a/.github/workflows/test-extra.yml b/.github/workflows/test-extra.yml
index fcf99f83..80f2caa2 100644
--- a/.github/workflows/test-extra.yml
+++ b/.github/workflows/test-extra.yml
@@ -78,26 +78,26 @@ jobs:
           make --jobs=5 --output-sync=target -C backend/python/diffusers
           make --jobs=5 --output-sync=target -C backend/python/diffusers test
 
-  tests-vllm:
-    runs-on: ubuntu-latest
-    steps:
-      - name: Clone
-        uses: actions/checkout@v4
-        with:
-          submodules: true
-      - name: Dependencies
-        run: |
-          sudo apt-get update
-          sudo apt-get install -y build-essential ffmpeg
-          sudo apt-get install -y ca-certificates cmake curl patch python3-pip
-          sudo apt-get install -y libopencv-dev
-          # Install UV
-          curl -LsSf https://astral.sh/uv/install.sh | sh
-          pip install --user --no-cache-dir grpcio-tools==1.64.1
-      - name: Test vllm backend
-        run: |
-          make --jobs=5 --output-sync=target -C backend/python/vllm
-          make --jobs=5 --output-sync=target -C backend/python/vllm test
+  #tests-vllm:
+  #  runs-on: ubuntu-latest
+  #  steps:
+  #    - name: Clone
+  #      uses: actions/checkout@v4
+  #      with:
+  #        submodules: true
+  #    - name: Dependencies
+  #      run: |
+  #        sudo apt-get update
+  #        sudo apt-get install -y build-essential ffmpeg
+  #        sudo apt-get install -y ca-certificates cmake curl patch python3-pip
+  #        sudo apt-get install -y libopencv-dev
+  #        # Install UV
+  #        curl -LsSf https://astral.sh/uv/install.sh | sh
+  #        pip install --user --no-cache-dir grpcio-tools==1.64.1
+  #    - name: Test vllm backend
+  #      run: |
+  #        make --jobs=5 --output-sync=target -C backend/python/vllm
+  #        make --jobs=5 --output-sync=target -C backend/python/vllm test
   # tests-transformers-musicgen:
   #   runs-on: ubuntu-latest
   #   steps:

From 58c9ade2e890e43b17e7779d5d3753e81482709f Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Thu, 1 May 2025 10:01:39 +0200
Subject: [PATCH 576/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `3e168bede4d27b35656ab8026015b87659ecbec2` (#5284)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 835fcc0e..19bd7beb 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=e2e1ddb93a01ce282e304431b37e60b3cddb6114
+CPPLLAMA_VERSION?=3e168bede4d27b35656ab8026015b87659ecbec2
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 399f1241dc0fa62184de432c8cb22b16a3acb4a7 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 1 May 2025 10:07:42 +0200
Subject: [PATCH 577/679] chore(model gallery): add qwen3-30b-a3b-abliterated
 (#5285)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 8e0c9183..3ef1014c 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -272,6 +272,20 @@
     - filename: mlabonne_Qwen3-4B-abliterated-Q4_K_M.gguf
       sha256: 004f7b8f59ccd5fa42258c52aa2087b89524cced84e955b9c8b115035ca073b2
       uri: huggingface://bartowski/mlabonne_Qwen3-4B-abliterated-GGUF/mlabonne_Qwen3-4B-abliterated-Q4_K_M.gguf
+- !!merge <<: *qwen3
+  name: "qwen3-30b-a3b-abliterated"
+  urls:
+    - https://huggingface.co/mlabonne/Qwen3-30B-A3B-abliterated
+    - https://huggingface.co/mradermacher/Qwen3-30B-A3B-abliterated-GGUF
+  description: |
+    Abliterated version of Qwen3-30B-A3B by mlabonne.
+  overrides:
+    parameters:
+      model: Qwen3-30B-A3B-abliterated.Q4_K_M.gguf
+  files:
+    - filename: Qwen3-30B-A3B-abliterated.Q4_K_M.gguf
+      sha256: 60549f0232ed856dd0268e006e8f764620ea3eeaac3239ff0843e647dd9ae128
+      uri: huggingface://mradermacher/Qwen3-30B-A3B-abliterated-GGUF/Qwen3-30B-A3B-abliterated.Q4_K_M.gguf
 - &gemma3
   url: "github:mudler/LocalAI/gallery/gemma.yaml@master"
   name: "gemma-3-27b-it"

From 163939af7185e44704138c2fc440fcebbab0ce40 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 1 May 2025 10:13:01 +0200
Subject: [PATCH 578/679] chore(model gallery): add qwen3-8b-jailbroken (#5286)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 17 +++++++++++++++++
 1 file changed, 17 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 3ef1014c..1f3ae33b 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -286,6 +286,23 @@
     - filename: Qwen3-30B-A3B-abliterated.Q4_K_M.gguf
       sha256: 60549f0232ed856dd0268e006e8f764620ea3eeaac3239ff0843e647dd9ae128
       uri: huggingface://mradermacher/Qwen3-30B-A3B-abliterated-GGUF/Qwen3-30B-A3B-abliterated.Q4_K_M.gguf
+- !!merge <<: *qwen3
+  name: "qwen3-8b-jailbroken"
+  urls:
+    - https://huggingface.co/cooperleong00/Qwen3-8B-Jailbroken
+    - https://huggingface.co/mradermacher/Qwen3-8B-Jailbroken-GGUF
+  description: |
+    This jailbroken LLM is released strictly for academic research purposes in AI safety and model alignment studies. The author bears no responsibility for any misuse or harm resulting from the deployment of this model. Users must comply with all applicable laws and ethical guidelines when conducting research.
+    A jailbroken Qwen3-8B model using weight orthogonalization[1].
+    Implementation script: https://gist.github.com/cooperleong00/14d9304ba0a4b8dba91b60a873752d25
+    [1]: Arditi, Andy, et al. "Refusal in language models is mediated by a single direction." arXiv preprint arXiv:2406.11717 (2024).
+  overrides:
+    parameters:
+      model: Qwen3-8B-Jailbroken.Q4_K_M.gguf
+  files:
+    - filename: Qwen3-8B-Jailbroken.Q4_K_M.gguf
+      sha256: 14ded84a1791a95285829abcc76ed9ca4fa61c469e0e94b53a4224ce46e34b41
+      uri: huggingface://mradermacher/Qwen3-8B-Jailbroken-GGUF/Qwen3-8B-Jailbroken.Q4_K_M.gguf
 - &gemma3
   url: "github:mudler/LocalAI/gallery/gemma.yaml@master"
   name: "gemma-3-27b-it"

From 92719568e5ca74135b13c8a3ccd2e803e421b047 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 1 May 2025 10:14:51 +0200
Subject: [PATCH 579/679] chore(model gallery): add fast-math-qwen3-14b (#5287)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 22 ++++++++++++++++++++++
 1 file changed, 22 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 1f3ae33b..0fa8e78a 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -303,6 +303,28 @@
     - filename: Qwen3-8B-Jailbroken.Q4_K_M.gguf
       sha256: 14ded84a1791a95285829abcc76ed9ca4fa61c469e0e94b53a4224ce46e34b41
       uri: huggingface://mradermacher/Qwen3-8B-Jailbroken-GGUF/Qwen3-8B-Jailbroken.Q4_K_M.gguf
+- !!merge <<: *qwen3
+  name: "fast-math-qwen3-14b"
+  urls:
+    - https://huggingface.co/RabotniKuma/Fast-Math-Qwen3-14B
+    - https://huggingface.co/mradermacher/Fast-Math-Qwen3-14B-GGUF
+  description: |
+    By applying SFT and GRPO on difficult math problems, we enhanced the performance of DeepSeek-R1-Distill-Qwen-14B and developed Fast-Math-R1-14B, which achieves approx. 30% faster inference on average, while maintaining accuracy.
+
+    In addition, we trained and open-sourced Fast-Math-Qwen3-14B, an efficiency-optimized version of Qwen3-14B`, following the same approach.
+
+    Compared to Qwen3-14B, this model enables approx. 65% faster inference on average, with minimal loss in performance.
+
+    Technical details can be found in our github repository.
+
+    Note: This model likely inherits the ability to perform inference in TIR mode from the original model. However, all of our experiments were conducted in CoT mode, and its performance in TIR mode has not been evaluated.
+  overrides:
+    parameters:
+      model: Fast-Math-Qwen3-14B.Q4_K_M.gguf
+  files:
+    - filename: Fast-Math-Qwen3-14B.Q4_K_M.gguf
+      sha256: 8711208a9baa502fc5e943446eb5efe62eceafb6778920af5415235a3dba4d64
+      uri: huggingface://mradermacher/Fast-Math-Qwen3-14B-GGUF/Fast-Math-Qwen3-14B.Q4_K_M.gguf
 - &gemma3
   url: "github:mudler/LocalAI/gallery/gemma.yaml@master"
   name: "gemma-3-27b-it"

From 960ffa808ccf712e4e2750f09d0112164afabcda Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 1 May 2025 10:17:58 +0200
Subject: [PATCH 580/679] chore(model gallery): add
 microsoft_phi-4-mini-reasoning (#5288)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 18 ++++++++++++++++++
 1 file changed, 18 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 0fa8e78a..fc865450 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -1073,6 +1073,24 @@
     - filename: microsoft_Phi-4-mini-instruct-Q4_K_M.gguf
       sha256: 01999f17c39cc3074afae5e9c539bc82d45f2dd7faa3917c66cbef76fce8c0c2
       uri: huggingface://bartowski/microsoft_Phi-4-mini-instruct-GGUF/microsoft_Phi-4-mini-instruct-Q4_K_M.gguf
+- !!merge <<: *phi4
+  name: "microsoft_phi-4-mini-reasoning"
+  urls:
+    - https://huggingface.co/microsoft/Phi-4-mini-reasoning
+    - https://huggingface.co/bartowski/microsoft_Phi-4-mini-reasoning-GGUF
+  description: |
+    Phi-4-mini-reasoning is a lightweight open model built upon synthetic data with a focus on high-quality, reasoning dense data further finetuned for more advanced math reasoning capabilities. The model belongs to the Phi-4 model family and supports 128K token context length.
+    Phi-4-mini-reasoning is designed for multi-step, logic-intensive mathematical problem-solving tasks under memory/compute constrained environments and latency bound scenarios. Some of the use cases include formal proof generation, symbolic computation, advanced word problems, and a wide range of mathematical reasoning scenarios. These models excel at maintaining context across steps, applying structured logic, and delivering accurate, reliable solutions in domains that require deep analytical thinking.
+    This model is designed and tested for math reasoning only. It is not specifically designed or evaluated for all downstream purposes. Developers should consider common limitations of language models, as well as performance difference across languages, as they select use cases, and evaluate and mitigate for accuracy, safety, and fairness before using within a specific downstream use case, particularly for high-risk scenarios. Developers should be aware of and adhere to applicable laws or regulations (including but not limited to privacy, trade compliance laws, etc.) that are relevant to their use case.
+    Nothing contained in this Model Card should be interpreted as or deemed a restriction or modification to the license the model is released under.
+    This release of Phi-4-mini-reasoning addresses user feedback and market demand for a compact reasoning model. It is a compact transformer-based language model optimized for mathematical reasoning, built to deliver high-quality, step-by-step problem solving in environments where computing or latency is constrained. The model is fine-tuned with synthetic math data from a more capable model (much larger, smarter, more accurate, and better at following instructions), which has resulted in enhanced reasoning performance. Phi-4-mini-reasoning balances reasoning ability with efficiency, making it potentially suitable for educational applications, embedded tutoring, and lightweight deployment on edge or mobile systems. If a critical issue is identified with Phi-4-mini-reasoning, it should be promptly reported through the MSRC Researcher Portal or secure@microsoft.com
+  overrides:
+    parameters:
+      model: microsoft_Phi-4-mini-reasoning-Q4_K_M.gguf
+  files:
+    - filename: microsoft_Phi-4-mini-reasoning-Q4_K_M.gguf
+      sha256: ce8becd58f350d8ae0ec3bbb201ab36f750ffab17ab6238f39292d12ab68ea06
+      uri: huggingface://bartowski/microsoft_Phi-4-mini-reasoning-GGUF/microsoft_Phi-4-mini-reasoning-Q4_K_M.gguf
 - &falcon3
   name: "falcon3-1b-instruct"
   url: "github:mudler/LocalAI/gallery/falcon3.yaml@master"

From 0e8af53a5b303f8e21b6aa6cf14150ef5084c24e Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@localai.io>
Date: Thu, 1 May 2025 22:36:33 +0200
Subject: [PATCH 581/679] chore: update quickstart

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 .../docs/getting-started/quickstart.md        | 51 +++++++++++++++++++
 1 file changed, 51 insertions(+)

diff --git a/docs/content/docs/getting-started/quickstart.md b/docs/content/docs/getting-started/quickstart.md
index 3ea04480..d0af4276 100644
--- a/docs/content/docs/getting-started/quickstart.md
+++ b/docs/content/docs/getting-started/quickstart.md
@@ -101,6 +101,57 @@ The AIO images come pre-configured with the following features:
 
 For instructions on using AIO images, see [Using container images]({{% relref "docs/getting-started/container-images#all-in-one-images" %}}).
 
+## Using LocalAI and the full stack with LocalAGI
+
+LocalAI is part of the Local family stack, along with LocalAGI and LocalRecall.
+
+[LocalAGI](https://github.com/mudler/LocalAGI) is a powerful, self-hostable AI Agent platform designed for maximum privacy and flexibility which encompassess and uses all the softwre stack. It provides a complete drop-in replacement for OpenAI's Responses APIs with advanced agentic capabilities, working entirely locally on consumer-grade hardware (CPU and GPU).
+
+### Quick Start
+
+```bash
+# Clone the repository
+git clone https://github.com/mudler/LocalAGI
+cd LocalAGI
+
+# CPU setup (default)
+docker compose up
+
+# NVIDIA GPU setup
+docker compose -f docker-compose.nvidia.yaml up
+
+# Intel GPU setup (for Intel Arc and integrated GPUs)
+docker compose -f docker-compose.intel.yaml up
+
+# Start with a specific model (see available models in models.localai.io, or localai.io to use any model in huggingface)
+MODEL_NAME=gemma-3-12b-it docker compose up
+
+# NVIDIA GPU setup with custom multimodal and image models
+MODEL_NAME=gemma-3-12b-it \
+MULTIMODAL_MODEL=minicpm-v-2_6 \
+IMAGE_MODEL=flux.1-dev-ggml \
+docker compose -f docker-compose.nvidia.yaml up
+```
+
+### Key Features
+
+- **Privacy-Focused**: All processing happens locally, ensuring your data never leaves your machine
+- **Flexible Deployment**: Supports CPU, NVIDIA GPU, and Intel GPU configurations
+- **Multiple Model Support**: Compatible with various models from Hugging Face and other sources
+- **Web Interface**: User-friendly chat interface for interacting with AI agents
+- **Advanced Capabilities**: Supports multimodal models, image generation, and more
+- **Docker Integration**: Easy deployment using Docker Compose
+
+### Environment Variables
+
+You can customize your LocalAGI setup using the following environment variables:
+
+- `MODEL_NAME`: Specify the model to use (e.g., `gemma-3-12b-it`)
+- `MULTIMODAL_MODEL`: Set a custom multimodal model
+- `IMAGE_MODEL`: Configure an image generation model
+
+For more advanced configuration and API documentation, visit the [LocalAGI GitHub repository](https://github.com/mudler/LocalAGI).
+
 ## What's Next?
 
 There is much more to explore with LocalAI! You can run any model from Hugging Face, perform video generation, and also voice cloning. For a comprehensive overview, check out the [features]({{% relref "docs/features" %}}) section.

From 573a3f104c10b779bdb13f17e7d98fcd6bf388d1 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Fri, 2 May 2025 09:21:38 +0200
Subject: [PATCH 582/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `d7a14c42a1883a34a6553cbfe30da1e1b84dfd6a` (#5292)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 19bd7beb..d126a390 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=3e168bede4d27b35656ab8026015b87659ecbec2
+CPPLLAMA_VERSION?=d7a14c42a1883a34a6553cbfe30da1e1b84dfd6a
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 61694a2ffb6f9b6a32cfcd49c7452c21051ad6ac Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 2 May 2025 09:36:35 +0200
Subject: [PATCH 583/679] chore(model gallery): add
 josiefied-qwen3-8b-abliterated-v1 (#5293)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 17 +++++++++++++++++
 1 file changed, 17 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index fc865450..61c510e1 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -325,6 +325,23 @@
     - filename: Fast-Math-Qwen3-14B.Q4_K_M.gguf
       sha256: 8711208a9baa502fc5e943446eb5efe62eceafb6778920af5415235a3dba4d64
       uri: huggingface://mradermacher/Fast-Math-Qwen3-14B-GGUF/Fast-Math-Qwen3-14B.Q4_K_M.gguf
+- !!merge <<: *qwen3
+  name: "josiefied-qwen3-8b-abliterated-v1"
+  urls:
+    - https://huggingface.co/Goekdeniz-Guelmez/Josiefied-Qwen3-8B-abliterated-v1
+    - https://huggingface.co/mradermacher/Josiefied-Qwen3-8B-abliterated-v1-GGUF
+  description: |
+    The JOSIEFIED model family represents a series of highly advanced language models built upon renowned architectures such as Alibaba’s Qwen2/2.5/3, Google’s Gemma3, and Meta’s LLaMA3/4. Covering sizes from 0.5B to 32B parameters, these models have been significantly modified (“abliterated”) and further fine-tuned to maximize uncensored behavior without compromising tool usage or instruction-following abilities.
+    Despite their rebellious spirit, the JOSIEFIED models often outperform their base counterparts on standard benchmarks — delivering both raw power and utility.
+    These models are intended for advanced users who require unrestricted, high-performance language generation.
+    Introducing Josiefied-Qwen3-8B-abliterated-v1, a new addition to the JOSIEFIED family — fine-tuned with a focus on openness and instruction alignment.
+  overrides:
+    parameters:
+      model: Josiefied-Qwen3-8B-abliterated-v1.Q4_K_M.gguf
+  files:
+    - filename: Josiefied-Qwen3-8B-abliterated-v1.Q4_K_M.gguf
+      sha256: 1de498fe269116d448a52cba3796bbad0a2ac4dc1619ff6b46674ba344dcf69d
+      uri: huggingface://mradermacher/Josiefied-Qwen3-8B-abliterated-v1-GGUF/Josiefied-Qwen3-8B-abliterated-v1.Q4_K_M.gguf
 - &gemma3
   url: "github:mudler/LocalAI/gallery/gemma.yaml@master"
   name: "gemma-3-27b-it"

From e7f3effea1ce61ea194b35ab4b3307bbadcd35fa Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 2 May 2025 09:39:22 +0200
Subject: [PATCH 584/679] chore(model gallery): add furina-8b (#5294)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 61c510e1..4fe01d76 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -342,6 +342,20 @@
     - filename: Josiefied-Qwen3-8B-abliterated-v1.Q4_K_M.gguf
       sha256: 1de498fe269116d448a52cba3796bbad0a2ac4dc1619ff6b46674ba344dcf69d
       uri: huggingface://mradermacher/Josiefied-Qwen3-8B-abliterated-v1-GGUF/Josiefied-Qwen3-8B-abliterated-v1.Q4_K_M.gguf
+- !!merge <<: *qwen3
+  name: "furina-8b"
+  urls:
+    - https://huggingface.co/minchyeom/Furina-8B
+    - https://huggingface.co/mradermacher/Furina-8B-GGUF
+  description: |
+    A model that is fine-tuned to be Furina, the Hydro Archon and Judge of Fontaine from Genshin Impact.
+  overrides:
+    parameters:
+      model: Furina-8B.Q4_K_M.gguf
+  files:
+    - filename: Furina-8B.Q4_K_M.gguf
+      sha256: 8f0e825eca83b54eeff60b1b46c8b504de1777fe2ff10f83f12517982ae93cb3
+      uri: huggingface://mradermacher/Furina-8B-GGUF/Furina-8B.Q4_K_M.gguf
 - &gemma3
   url: "github:mudler/LocalAI/gallery/gemma.yaml@master"
   name: "gemma-3-27b-it"

From 7b3ceb19bb47c934f57ea62f6019b71fc32af776 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 2 May 2025 09:43:38 +0200
Subject: [PATCH 585/679] chore(model gallery): add
 microsoft_phi-4-reasoning-plus (#5295)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 4fe01d76..f59ab777 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -1122,6 +1122,20 @@
     - filename: microsoft_Phi-4-mini-reasoning-Q4_K_M.gguf
       sha256: ce8becd58f350d8ae0ec3bbb201ab36f750ffab17ab6238f39292d12ab68ea06
       uri: huggingface://bartowski/microsoft_Phi-4-mini-reasoning-GGUF/microsoft_Phi-4-mini-reasoning-Q4_K_M.gguf
+- !!merge <<: *phi4
+  name: "microsoft_phi-4-reasoning-plus"
+  urls:
+    - https://huggingface.co/microsoft/Phi-4-reasoning-plus
+    - https://huggingface.co/bartowski/microsoft_Phi-4-reasoning-plus-GGUF
+  description: |
+    Phi-4-reasoning-plus is a state-of-the-art open-weight reasoning model finetuned from Phi-4 using supervised fine-tuning on a dataset of chain-of-thought traces and reinforcement learning. The supervised fine-tuning dataset includes a blend of synthetic prompts and high-quality filtered data from public domain websites, focused on math, science, and coding skills as well as alignment data for safety and Responsible AI. The goal of this approach was to ensure that small capable models were trained with data focused on high quality and advanced reasoning. Phi-4-reasoning-plus has been trained additionally with Reinforcement Learning, hence, it has higher accuracy but generates on average 50% more tokens, thus having higher latency.
+  overrides:
+    parameters:
+      model: microsoft_Phi-4-reasoning-plus-Q4_K_M.gguf
+  files:
+    - filename: microsoft_Phi-4-reasoning-plus-Q4_K_M.gguf
+      sha256: fcb2cdd14881e20613f56d37f49d0c73ec6c00f9bb4d0e4b161a1621d8517f47
+      uri: huggingface://bartowski/microsoft_Phi-4-reasoning-plus-GGUF/microsoft_Phi-4-reasoning-plus-Q4_K_M.gguf
 - &falcon3
   name: "falcon3-1b-instruct"
   url: "github:mudler/LocalAI/gallery/falcon3.yaml@master"

From 8804c701b850380c7f740ed30630a2d2c4d61148 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 2 May 2025 09:46:20 +0200
Subject: [PATCH 586/679] chore(model gallery): add microsoft_phi-4-reasoning
 (#5296)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index f59ab777..86e615b5 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -1136,6 +1136,20 @@
     - filename: microsoft_Phi-4-reasoning-plus-Q4_K_M.gguf
       sha256: fcb2cdd14881e20613f56d37f49d0c73ec6c00f9bb4d0e4b161a1621d8517f47
       uri: huggingface://bartowski/microsoft_Phi-4-reasoning-plus-GGUF/microsoft_Phi-4-reasoning-plus-Q4_K_M.gguf
+- !!merge <<: *phi4
+  name: "microsoft_phi-4-reasoning"
+  urls:
+    - https://huggingface.co/microsoft/Phi-4-reasoning
+    - https://huggingface.co/bartowski/microsoft_Phi-4-reasoning-GGUF
+  description: |
+      Phi-4-reasoning is a state-of-the-art open-weight reasoning model finetuned from Phi-4 using supervised fine-tuning on a dataset of chain-of-thought traces and reinforcement learning. The supervised fine-tuning dataset includes a blend of synthetic prompts and high-quality filtered data from public domain websites, focused on math, science, and coding skills as well as alignment data for safety and Responsible AI. The goal of this approach was to ensure that small capable models were trained with data focused on high quality and advanced reasoning.
+  overrides:
+    parameters:
+      model: microsoft_Phi-4-reasoning-Q4_K_M.gguf
+  files:
+    - filename: microsoft_Phi-4-reasoning-Q4_K_M.gguf
+      sha256: e02aea7b191055b8d9a5ca7d58a99214a6dc87be8759cf97089814163bda5042
+      uri: huggingface://bartowski/microsoft_Phi-4-reasoning-GGUF/microsoft_Phi-4-reasoning-Q4_K_M.gguf
 - &falcon3
   name: "falcon3-1b-instruct"
   url: "github:mudler/LocalAI/gallery/falcon3.yaml@master"

From 3baadf6f27a8f733b3cdb3e5b6d3459a1cdd8cc2 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 2 May 2025 09:48:11 +0200
Subject: [PATCH 587/679] chore(model gallery): add shuttleai_shuttle-3.5
 (#5297)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 30 ++++++++++++++++++++++++++++++
 1 file changed, 30 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 86e615b5..bfd13808 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -356,6 +356,36 @@
     - filename: Furina-8B.Q4_K_M.gguf
       sha256: 8f0e825eca83b54eeff60b1b46c8b504de1777fe2ff10f83f12517982ae93cb3
       uri: huggingface://mradermacher/Furina-8B-GGUF/Furina-8B.Q4_K_M.gguf
+- !!merge <<: *qwen3
+  name: "shuttleai_shuttle-3.5"
+  icon: https://storage.shuttleai.com/shuttle-3.5.png
+  urls:
+    - https://huggingface.co/shuttleai/shuttle-3.5
+    - https://huggingface.co/bartowski/shuttleai_shuttle-3.5-GGUF
+  description: |
+      A fine-tuned version of Qwen3 32b, emulating the writing style of Claude 3 models and thoroughly trained on role-playing data.
+
+          Uniquely support of seamless switching between thinking mode (for complex logical reasoning, math, and coding) and non-thinking mode (for efficient, general-purpose dialogue) within single model, ensuring optimal performance across various scenarios.
+          Significantly enhancement in its reasoning capabilities, surpassing previous QwQ (in thinking mode) and Qwen2.5 instruct models (in non-thinking mode) on mathematics, code generation, and commonsense logical reasoning.
+          Superior human preference alignment, excelling in creative writing, role-playing, multi-turn dialogues, and instruction following, to deliver a more natural, engaging, and immersive conversational experience.
+          Expertise in agent capabilities, enabling precise integration with external tools in both thinking and unthinking modes and achieving leading performance among open-source models in complex agent-based tasks.
+          Support of 100+ languages and dialects with strong capabilities for multilingual instruction following and translation.
+      Shuttle 3.5 has the following features:
+
+          Type: Causal Language Models
+          Training Stage: Pretraining & Post-training
+          Number of Parameters: 32.8B
+          Number of Paramaters (Non-Embedding): 31.2B
+          Number of Layers: 64
+          Number of Attention Heads (GQA): 64 for Q and 8 for KV
+          Context Length: 32,768 natively and 131,072 tokens with YaRN.
+  overrides:
+    parameters:
+      model: shuttleai_shuttle-3.5-Q4_K_M.gguf
+  files:
+    - filename: shuttleai_shuttle-3.5-Q4_K_M.gguf
+      sha256: c5defd3b45aa5f9bf56ce379b6346f99684bfddfe332329e91cfab2853015374
+      uri: huggingface://bartowski/shuttleai_shuttle-3.5-GGUF/shuttleai_shuttle-3.5-Q4_K_M.gguf
 - &gemma3
   url: "github:mudler/LocalAI/gallery/gemma.yaml@master"
   name: "gemma-3-27b-it"

From bace6516f18ba22ee91307d37e9e145ab8d0820d Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 2 May 2025 09:57:49 +0200
Subject: [PATCH 588/679] chore(model gallery): add webthinker-qwq-32b-i1
 (#5298)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 18 ++++++++++++++++++
 1 file changed, 18 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index bfd13808..1d9eef60 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -6695,6 +6695,24 @@
     - filename: nvidia_OpenMath-Nemotron-14B-Kaggle-Q4_K_M.gguf
       sha256: 5923990d2699b8dcbefd1fe7bf7406b76f9e3cfa271af93cb870d19d7cd63177
       uri: huggingface://bartowski/nvidia_OpenMath-Nemotron-14B-Kaggle-GGUF/nvidia_OpenMath-Nemotron-14B-Kaggle-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "webthinker-qwq-32b-i1"
+  urls:
+    - https://huggingface.co/lixiaoxi45/WebThinker-QwQ-32B
+    - https://huggingface.co/mradermacher/WebThinker-QwQ-32B-i1-GGUF
+  description: |
+    WebThinker-QwQ-32B is part of the WebThinker series that enables large reasoning models to autonomously search, explore web pages, and draft research reports within their thinking process. This 32B parameter model provides deep research capabilities through:
+
+    Deep Web Exploration: Enables autonomous web searches and page navigation by clicking interactive elements to extract relevant information while maintaining reasoning coherence
+    Autonomous Think-Search-and-Draft: Integrates real-time knowledge seeking with report generation, allowing the model to draft sections as information is gathered
+    RL-based Training: Leverages iterative online DPO training with preference pairs constructed from reasoning trajectories to optimize end-to-end performance
+  overrides:
+    parameters:
+      model: WebThinker-QwQ-32B.i1-Q4_K_M.gguf
+  files:
+    - filename: WebThinker-QwQ-32B.i1-Q4_K_M.gguf
+      sha256: cd92aff9b1e22f2a5eab28fb2d887e45fc3b1b03d5ed6ffca216832b8e5b9fb8
+      uri: huggingface://mradermacher/WebThinker-QwQ-32B-i1-GGUF/WebThinker-QwQ-32B.i1-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From 5c6cd50ed6142ed01481029b85c28acb9bcefa22 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 2 May 2025 17:40:26 +0200
Subject: [PATCH 589/679] feat(llama.cpp): estimate vram usage (#5299)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 core/cli/util.go       |  4 ++--
 core/config/gguf.go    | 53 ++++++++++++++++++++++++++++++++++++++----
 core/config/guesser.go |  9 +------
 go.mod                 |  6 +++--
 go.sum                 | 12 ++++++----
 pkg/xsysinfo/gguf.go   | 52 +++++++++++++++++++++++++++++++++++++++++
 pkg/xsysinfo/gpu.go    | 16 +++++++++++++
 7 files changed, 131 insertions(+), 21 deletions(-)
 create mode 100644 pkg/xsysinfo/gguf.go

diff --git a/core/cli/util.go b/core/cli/util.go
index 57b8ad9e..5802d996 100644
--- a/core/cli/util.go
+++ b/core/cli/util.go
@@ -7,11 +7,11 @@ import (
 
 	"github.com/rs/zerolog/log"
 
+	gguf "github.com/gpustack/gguf-parser-go"
 	cliContext "github.com/mudler/LocalAI/core/cli/context"
 	"github.com/mudler/LocalAI/core/config"
 	"github.com/mudler/LocalAI/core/gallery"
 	"github.com/mudler/LocalAI/pkg/downloader"
-	gguf "github.com/thxcode/gguf-parser-go"
 )
 
 type UtilCMD struct {
@@ -51,7 +51,7 @@ func (u *GGUFInfoCMD) Run(ctx *cliContext.Context) error {
 	log.Info().
 		Any("eosTokenID", f.Tokenizer().EOSTokenID).
 		Any("bosTokenID", f.Tokenizer().BOSTokenID).
-		Any("modelName", f.Model().Name).
+		Any("modelName", f.Metadata().Name).
 		Any("architecture", f.Architecture().Architecture).Msgf("GGUF file loaded: %s", u.Args[0])
 
 	log.Info().Any("tokenizer", fmt.Sprintf("%+v", f.Tokenizer())).Msg("Tokenizer")
diff --git a/core/config/gguf.go b/core/config/gguf.go
index cf9eacaa..1c8db29c 100644
--- a/core/config/gguf.go
+++ b/core/config/gguf.go
@@ -3,9 +3,10 @@ package config
 import (
 	"strings"
 
+	"github.com/mudler/LocalAI/pkg/xsysinfo"
 	"github.com/rs/zerolog/log"
 
-	gguf "github.com/thxcode/gguf-parser-go"
+	gguf "github.com/gpustack/gguf-parser-go"
 )
 
 type familyType uint8
@@ -23,6 +24,7 @@ const (
 
 const (
 	defaultContextSize = 1024
+	defaultNGPULayers  = 99999999
 )
 
 type settingsConfig struct {
@@ -147,7 +149,7 @@ var knownTemplates = map[string]familyType{
 func guessGGUFFromFile(cfg *BackendConfig, f *gguf.GGUFFile, defaultCtx int) {
 
 	if defaultCtx == 0 && cfg.ContextSize == nil {
-		ctxSize := f.EstimateLLaMACppUsage().ContextSize
+		ctxSize := f.EstimateLLaMACppRun().ContextSize
 		if ctxSize > 0 {
 			cSize := int(ctxSize)
 			cfg.ContextSize = &cSize
@@ -157,6 +159,46 @@ func guessGGUFFromFile(cfg *BackendConfig, f *gguf.GGUFFile, defaultCtx int) {
 		}
 	}
 
+	// GPU options
+	if cfg.Options == nil {
+		if xsysinfo.HasGPU("nvidia") || xsysinfo.HasGPU("amd") {
+			cfg.Options = []string{"gpu"}
+		}
+	}
+
+	// vram estimation
+	vram, err := xsysinfo.TotalAvailableVRAM()
+	if err != nil {
+		log.Error().Msgf("guessDefaultsFromFile(TotalAvailableVRAM): %s", err)
+	} else {
+		estimate, err := xsysinfo.EstimateGGUFVRAMUsage(f, vram)
+		if err != nil {
+			log.Error().Msgf("guessDefaultsFromFile(EstimateGGUFVRAMUsage): %s", err)
+		} else {
+			if estimate.IsFullOffload {
+				log.Warn().Msgf("guessDefaultsFromFile: %s", "full offload is recommended")
+			}
+
+			if estimate.EstimatedVRAM > vram {
+				log.Warn().Msgf("guessDefaultsFromFile: %s", "estimated VRAM usage is greater than available VRAM")
+			}
+
+			if cfg.NGPULayers == nil && estimate.EstimatedLayers > 0 {
+				log.Debug().Msgf("guessDefaultsFromFile: %d layers estimated", estimate.EstimatedLayers)
+				cfg.NGPULayers = &estimate.EstimatedLayers
+			}
+		}
+	}
+
+	if cfg.NGPULayers == nil {
+		// we assume we want to offload all layers
+		defaultHigh := defaultNGPULayers
+		cfg.NGPULayers = &defaultHigh
+	}
+
+	log.Debug().Any("NGPULayers", cfg.NGPULayers).Msgf("guessDefaultsFromFile: %s", "NGPULayers set")
+
+	// template estimations
 	if cfg.HasTemplate() {
 		// nothing to guess here
 		log.Debug().Any("name", cfg.Name).Msgf("guessDefaultsFromFile: %s", "template already set")
@@ -166,12 +208,12 @@ func guessGGUFFromFile(cfg *BackendConfig, f *gguf.GGUFFile, defaultCtx int) {
 	log.Debug().
 		Any("eosTokenID", f.Tokenizer().EOSTokenID).
 		Any("bosTokenID", f.Tokenizer().BOSTokenID).
-		Any("modelName", f.Model().Name).
+		Any("modelName", f.Metadata().Name).
 		Any("architecture", f.Architecture().Architecture).Msgf("Model file loaded: %s", cfg.ModelFileName())
 
 	// guess the name
 	if cfg.Name == "" {
-		cfg.Name = f.Model().Name
+		cfg.Name = f.Metadata().Name
 	}
 
 	family := identifyFamily(f)
@@ -207,6 +249,7 @@ func guessGGUFFromFile(cfg *BackendConfig, f *gguf.GGUFFile, defaultCtx int) {
 		cfg.TemplateConfig.JinjaTemplate = true
 		cfg.TemplateConfig.ChatMessage = chatTemplate.ValueString()
 	}
+
 }
 
 func identifyFamily(f *gguf.GGUFFile) familyType {
@@ -231,7 +274,7 @@ func identifyFamily(f *gguf.GGUFFile) familyType {
 	commandR := arch == "command-r" && eosTokenID == 255001
 	qwen2 := arch == "qwen2"
 	phi3 := arch == "phi-3"
-	gemma := strings.HasPrefix(arch, "gemma") || strings.Contains(strings.ToLower(f.Model().Name), "gemma")
+	gemma := strings.HasPrefix(arch, "gemma") || strings.Contains(strings.ToLower(f.Metadata().Name), "gemma")
 	deepseek2 := arch == "deepseek2"
 
 	switch {
diff --git a/core/config/guesser.go b/core/config/guesser.go
index e66df70d..260f5a64 100644
--- a/core/config/guesser.go
+++ b/core/config/guesser.go
@@ -4,9 +4,8 @@ import (
 	"os"
 	"path/filepath"
 
-	"github.com/mudler/LocalAI/pkg/xsysinfo"
+	gguf "github.com/gpustack/gguf-parser-go"
 	"github.com/rs/zerolog/log"
-	gguf "github.com/thxcode/gguf-parser-go"
 )
 
 func guessDefaultsFromFile(cfg *BackendConfig, modelPath string, defaultCtx int) {
@@ -36,10 +35,4 @@ func guessDefaultsFromFile(cfg *BackendConfig, modelPath string, defaultCtx int)
 		}
 		cfg.ContextSize = &defaultCtx
 	}
-
-	if cfg.Options == nil {
-		if xsysinfo.HasGPU("nvidia") || xsysinfo.HasGPU("amd") {
-			cfg.Options = []string{"gpu"}
-		}
-	}
 }
diff --git a/go.mod b/go.mod
index 856d41f5..757376ab 100644
--- a/go.mod
+++ b/go.mod
@@ -27,6 +27,7 @@ require (
 	github.com/golang/protobuf v1.5.4
 	github.com/google/go-containerregistry v0.19.2
 	github.com/google/uuid v1.6.0
+	github.com/gpustack/gguf-parser-go v0.17.0
 	github.com/grpc-ecosystem/grpc-gateway v1.5.0
 	github.com/hpcloud/tail v1.0.0
 	github.com/ipfs/go-log v1.0.5
@@ -110,6 +111,7 @@ require (
 	github.com/pion/turn/v2 v2.1.6 // indirect
 	github.com/pion/turn/v4 v4.0.0 // indirect
 	github.com/pion/webrtc/v4 v4.0.9 // indirect
+	github.com/rs/dnscache v0.0.0-20230804202142-fc85eb664529 // indirect
 	github.com/savsgio/gotils v0.0.0-20230208104028-c358bd845dee // indirect
 	github.com/shirou/gopsutil/v4 v4.24.7 // indirect
 	github.com/wlynxg/anet v0.0.5 // indirect
@@ -188,7 +190,7 @@ require (
 	github.com/hashicorp/go-multierror v1.1.1 // indirect
 	github.com/hashicorp/golang-lru v1.0.2 // indirect
 	github.com/hashicorp/golang-lru/v2 v2.0.7 // indirect
-	github.com/henvic/httpretty v0.1.3 // indirect
+	github.com/henvic/httpretty v0.1.4 // indirect
 	github.com/huandu/xstrings v1.5.0 // indirect
 	github.com/huin/goupnp v1.3.0 // indirect
 	github.com/ipfs/boxo v0.27.4 // indirect
@@ -278,7 +280,7 @@ require (
 	github.com/shoenig/go-m1cpu v0.1.6 // indirect
 	github.com/shopspring/decimal v1.4.0 // indirect
 	github.com/sirupsen/logrus v1.9.3 // indirect
-	github.com/smallnest/ringbuffer v0.0.0-20240423223918-bab516b2000b // indirect
+	github.com/smallnest/ringbuffer v0.0.0-20241116012123-461381446e3d // indirect
 	github.com/songgao/packets v0.0.0-20160404182456-549a10cd4091 // indirect
 	github.com/spaolacci/murmur3 v1.1.0 // indirect
 	github.com/spf13/cast v1.7.0 // indirect
diff --git a/go.sum b/go.sum
index 06e0238f..aad5d177 100644
--- a/go.sum
+++ b/go.sum
@@ -295,6 +295,8 @@ github.com/gorilla/css v1.0.1 h1:ntNaBIghp6JmvWnxbZKANoLyuXTPZ4cAMlo6RyhlbO8=
 github.com/gorilla/css v1.0.1/go.mod h1:BvnYkspnSzMmwRK+b8/xgNPLiIuNZr6vbZBTPQ2A3b0=
 github.com/gorilla/websocket v1.5.3 h1:saDtZ6Pbx/0u+bgYQ3q96pZgCzfhKXGPqt7kZ72aNNg=
 github.com/gorilla/websocket v1.5.3/go.mod h1:YR8l580nyteQvAITg2hZ9XVh4b55+EU/adAjf1fMHhE=
+github.com/gpustack/gguf-parser-go v0.17.0 h1:DkSziWLsiQM0pqqkr/zMcaBn94KY7iQTi4zmaHixDus=
+github.com/gpustack/gguf-parser-go v0.17.0/go.mod h1:GvHh1Kvvq5ojCOsJ5UpwiJJmIjFw3Qk5cW7R+CZ3IJo=
 github.com/gregjones/httpcache v0.0.0-20180305231024-9cad4c3443a7/go.mod h1:FecbI9+v66THATjSRHfNgh1IVFe/9kFxbXtjV0ctIMA=
 github.com/grpc-ecosystem/grpc-gateway v1.5.0 h1:WcmKMm43DR7RdtlkEXQJyo5ws8iTp98CyhCCbOHMvNI=
 github.com/grpc-ecosystem/grpc-gateway v1.5.0/go.mod h1:RSKVYQBd5MCa4OVpNdGskqpgL2+G+NZTnrVHpWWfpdw=
@@ -307,8 +309,8 @@ github.com/hashicorp/golang-lru v1.0.2 h1:dV3g9Z/unq5DpblPpw+Oqcv4dU/1omnb4Ok8iP
 github.com/hashicorp/golang-lru v1.0.2/go.mod h1:iADmTwqILo4mZ8BN3D2Q6+9jd8WM5uGBxy+E8yxSoD4=
 github.com/hashicorp/golang-lru/v2 v2.0.7 h1:a+bsQ5rvGLjzHuww6tVxozPZFVghXaHOwFs4luLUK2k=
 github.com/hashicorp/golang-lru/v2 v2.0.7/go.mod h1:QeFd9opnmA6QUJc5vARoKUSoFhyfM2/ZepoAG6RGpeM=
-github.com/henvic/httpretty v0.1.3 h1:4A6vigjz6Q/+yAfTD4wqipCv+Px69C7Th/NhT0ApuU8=
-github.com/henvic/httpretty v0.1.3/go.mod h1:UUEv7c2kHZ5SPQ51uS3wBpzPDibg2U3Y+IaXyHy5GBg=
+github.com/henvic/httpretty v0.1.4 h1:Jo7uwIRWVFxkqOnErcoYfH90o3ddQyVrSANeS4cxYmU=
+github.com/henvic/httpretty v0.1.4/go.mod h1:Dn60sQTZfbt2dYsdUSNsCljyF4AfdqnuJFDLJA1I4AM=
 github.com/hexops/gotextdiff v1.0.3 h1:gitA9+qJrrTCsiCl7+kh75nPqQt1cx4ZkudSTLoUqJM=
 github.com/hexops/gotextdiff v1.0.3/go.mod h1:pSWU5MAI3yDq+fZBTazCSJysOMbxWL1BSow5/V2vxeg=
 github.com/hpcloud/tail v1.0.0 h1:nfCOvKYfkgYP8hkirhJocXT2+zOD8yUNjXaWfTlyFKI=
@@ -660,6 +662,8 @@ github.com/rivo/uniseg v0.4.7/go.mod h1:FN3SvrM+Zdj16jyLfmOkMNblXMcoc8DfTHruCPUc
 github.com/rogpeppe/go-internal v1.3.0/go.mod h1:M8bDsm7K2OlrFYOpmOWEs/qY81heoFRclV5y23lUDJ4=
 github.com/rogpeppe/go-internal v1.13.1 h1:KvO1DLK/DRN07sQ1LQKScxyZJuNnedQ5/wKSR38lUII=
 github.com/rogpeppe/go-internal v1.13.1/go.mod h1:uMEvuHeurkdAXX61udpOXGD/AzZDWNMNyH2VO9fmH0o=
+github.com/rs/dnscache v0.0.0-20230804202142-fc85eb664529 h1:18kd+8ZUlt/ARXhljq+14TwAoKa61q6dX8jtwOf6DH8=
+github.com/rs/dnscache v0.0.0-20230804202142-fc85eb664529/go.mod h1:qe5TWALJ8/a1Lqznoc5BDHpYX/8HU60Hm2AwRmqzxqA=
 github.com/rs/xid v1.5.0/go.mod h1:trrq9SKmegXys3aeAKXMUTdJsYXVwGY3RLcfgqegfbg=
 github.com/rs/zerolog v1.33.0 h1:1cU2KZkvPxNyfgEmhHAz/1A9Bz+llsdYzklWFzgp0r8=
 github.com/rs/zerolog v1.33.0/go.mod h1:/7mN4D5sKwJLZQ2b/znpjC3/GQWY/xaDXUM0kKWRHss=
@@ -712,8 +716,8 @@ github.com/sirupsen/logrus v1.7.0/go.mod h1:yWOB1SBYBC5VeMP7gHvWumXLIWorT60ONWic
 github.com/sirupsen/logrus v1.9.0/go.mod h1:naHLuLoDiP4jHNo9R0sCBMtWGeIprob74mVsIT4qYEQ=
 github.com/sirupsen/logrus v1.9.3 h1:dueUQJ1C2q9oE3F7wvmSGAaVtTmUizReu6fjN8uqzbQ=
 github.com/sirupsen/logrus v1.9.3/go.mod h1:naHLuLoDiP4jHNo9R0sCBMtWGeIprob74mVsIT4qYEQ=
-github.com/smallnest/ringbuffer v0.0.0-20240423223918-bab516b2000b h1:e9eeuSYSLmUKxy7ALzKcxo7ggTceQaVcBhjDIcewa9c=
-github.com/smallnest/ringbuffer v0.0.0-20240423223918-bab516b2000b/go.mod h1:tAG61zBM1DYRaGIPloumExGvScf08oHuo0kFoOqdbT0=
+github.com/smallnest/ringbuffer v0.0.0-20241116012123-461381446e3d h1:3VwvTjiRPA7cqtgOWddEL+JrcijMlXUmj99c/6YyZoY=
+github.com/smallnest/ringbuffer v0.0.0-20241116012123-461381446e3d/go.mod h1:tAG61zBM1DYRaGIPloumExGvScf08oHuo0kFoOqdbT0=
 github.com/smartystreets/assertions v1.2.0/go.mod h1:tcbTF8ujkAEcZ8TElKY+i30BzYlVhC/LOxJk7iOWnoo=
 github.com/smartystreets/assertions v1.13.0 h1:Dx1kYM01xsSqKPno3aqLnrwac2LetPvN23diwyr69Qs=
 github.com/smartystreets/assertions v1.13.0/go.mod h1:wDmR7qL282YbGsPy6H/yAsesrxfxaaSlJazyFLYVFx8=
diff --git a/pkg/xsysinfo/gguf.go b/pkg/xsysinfo/gguf.go
new file mode 100644
index 00000000..d5c8b5bd
--- /dev/null
+++ b/pkg/xsysinfo/gguf.go
@@ -0,0 +1,52 @@
+package xsysinfo
+
+import (
+	"errors"
+
+	gguf "github.com/gpustack/gguf-parser-go"
+)
+
+type VRAMEstimate struct {
+	TotalVRAM       uint64
+	AvailableVRAM   uint64
+	ModelSize       uint64
+	EstimatedLayers int
+	EstimatedVRAM   uint64
+	IsFullOffload   bool
+}
+
+func EstimateGGUFVRAMUsage(f *gguf.GGUFFile, availableVRAM uint64) (*VRAMEstimate, error) {
+	// Get model metadata
+	m := f.Metadata()
+	a := f.Architecture()
+
+	// Calculate base model size
+	modelSize := uint64(m.Size)
+
+	if a.BlockCount == 0 {
+		return nil, errors.New("block count is 0")
+	}
+
+	// Estimate number of layers that can fit in VRAM
+	// Each layer typically requires about 1/32 of the model size
+	layerSize := modelSize / uint64(a.BlockCount)
+	estimatedLayers := int(availableVRAM / layerSize)
+
+	// If we can't fit even one layer, we need to do full offload
+	isFullOffload := estimatedLayers <= 0
+	if isFullOffload {
+		estimatedLayers = 0
+	}
+
+	// Calculate estimated VRAM usage
+	estimatedVRAM := uint64(estimatedLayers) * layerSize
+
+	return &VRAMEstimate{
+		TotalVRAM:       availableVRAM,
+		AvailableVRAM:   availableVRAM,
+		ModelSize:       modelSize,
+		EstimatedLayers: estimatedLayers,
+		EstimatedVRAM:   estimatedVRAM,
+		IsFullOffload:   isFullOffload,
+	}, nil
+}
diff --git a/pkg/xsysinfo/gpu.go b/pkg/xsysinfo/gpu.go
index a692c775..9a70e17b 100644
--- a/pkg/xsysinfo/gpu.go
+++ b/pkg/xsysinfo/gpu.go
@@ -16,6 +16,22 @@ func GPUs() ([]*gpu.GraphicsCard, error) {
 	return gpu.GraphicsCards, nil
 }
 
+func TotalAvailableVRAM() (uint64, error) {
+	gpus, err := GPUs()
+	if err != nil {
+		return 0, err
+	}
+
+	var totalVRAM uint64
+	for _, gpu := range gpus {
+		if gpu.Node.Memory.TotalUsableBytes > 0 {
+			totalVRAM += uint64(gpu.Node.Memory.TotalUsableBytes)
+		}
+	}
+
+	return totalVRAM, nil
+}
+
 func HasGPU(vendor string) bool {
 	gpus, err := GPUs()
 	if err != nil {

From 5b20426863b5e2e5feb343d0e7341ffc258dcdd1 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 3 May 2025 10:14:33 +0200
Subject: [PATCH 590/679] chore(model gallery): add planetoid_27b_v.2 (#5301)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 19 +++++++++++++++++++
 1 file changed, 19 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 1d9eef60..6f96e9a9 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -954,6 +954,25 @@
     - filename: soob3123_Veritas-12B-Q4_K_M.gguf
       sha256: 41821d6b0dd2b81a5bddd843a5534fd64d95e75b8e9dc952340868af320d49a7
       uri: huggingface://bartowski/soob3123_Veritas-12B-GGUF/soob3123_Veritas-12B-Q4_K_M.gguf
+- !!merge <<: *gemma3
+  name: "planetoid_27b_v.2"
+  urls:
+    - https://huggingface.co/OddTheGreat/Planetoid_27B_V.2
+    - https://huggingface.co/mradermacher/Planetoid_27B_V.2-GGUF
+  description: |
+    This is a merge of pre-trained gemma3 language models
+    Goal of this merge was to create good uncensored gemma 3 model good for assistant and roleplay, with uncensored vision.
+    First, vision: i dont know is it normal, but it slightly hallucinate (maybe q3 is too low?), but lack any refusals and otherwise work fine. I used default gemma 3 27b mmproj.
+    Second, text: it is slow on my hardware, slower than 24b mistral, speed close to 32b QWQ. Model is smart even on q3, responses are adequate in length and are interesting to read. Model is quite attentive to context, tested up to 8k - no problems or degradation spotted. (beware of your typos, it will copy yours mistakes) Creative capabilities are good too, model will create good plot for you, if you let it. Model follows instructions fine, it is really good in "adventure" type of cards. Russian is supported, is not too great, maybe on higher quants is better. Refusals was not encountered.
+    However, i find this model not unbiased enough. It is close to neutrality, but i want it more "dark". Positivity highly depends on prompts. With good enough cards model can do wonders.
+    Tested on Q3_K_L, t 1.04.
+  overrides:
+    parameters:
+      model: Planetoid_27B_V.2.Q4_K_M.gguf
+  files:
+    - filename: Planetoid_27B_V.2.Q4_K_M.gguf
+      sha256: ed37b7b3739df5d8793d7f30b172ecf65e57084d724694296e4938589321bfac
+      uri: huggingface://mradermacher/Planetoid_27B_V.2-GGUF/Planetoid_27B_V.2.Q4_K_M.gguf
 - &llama4
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master"
   icon: https://avatars.githubusercontent.com/u/153379578

From 5a8b1892cd37c42a5241f3361bc9c91651d6b64b Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 3 May 2025 10:18:31 +0200
Subject: [PATCH 591/679] chore(model gallery): add genericrpv3-4b (#5302)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 19 +++++++++++++++++++
 1 file changed, 19 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 6f96e9a9..c6d53634 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -973,6 +973,25 @@
     - filename: Planetoid_27B_V.2.Q4_K_M.gguf
       sha256: ed37b7b3739df5d8793d7f30b172ecf65e57084d724694296e4938589321bfac
       uri: huggingface://mradermacher/Planetoid_27B_V.2-GGUF/Planetoid_27B_V.2.Q4_K_M.gguf
+- !!merge <<: *gemma3
+  name: "genericrpv3-4b"
+  urls:
+    - https://huggingface.co/Hamzah-Asadullah/GenericRPV3-4B
+    - https://huggingface.co/mradermacher/GenericRPV3-4B-GGUF
+  description: |
+    Model's part of the GRP / GenericRP series, that's V3 based on Gemma3 4B, licensed accordingly.
+    It's a simple merge. To see intended behavious, see V2 or sum, card's more detailed.
+        allura-org/Gemma-3-Glitter-4B: w0.5
+        huihui-ai/gemma-3-4b-it-abliterated: w0.25
+        Danielbrdz/Barcenas-4b: w0.25
+    Happy chatting or whatever.
+  overrides:
+    parameters:
+      model: GenericRPV3-4B.Q4_K_M.gguf
+  files:
+    - filename: GenericRPV3-4B.Q4_K_M.gguf
+      sha256: bfa7e9722f7c09dc3f9b5eccd2281a232b09d2cdf8a7e83048a271f6e0622d4e
+      uri: huggingface://mradermacher/GenericRPV3-4B-GGUF/GenericRPV3-4B.Q4_K_M.gguf
 - &llama4
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master"
   icon: https://avatars.githubusercontent.com/u/153379578

From c621412f6aff0c1fafa864633cdd5f787605b106 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 3 May 2025 10:20:03 +0200
Subject: [PATCH 592/679] chore(model gallery): add comet_12b_v.5-i1 (#5303)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 17 +++++++++++++++++
 1 file changed, 17 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index c6d53634..1a6bb3f2 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -992,6 +992,23 @@
     - filename: GenericRPV3-4B.Q4_K_M.gguf
       sha256: bfa7e9722f7c09dc3f9b5eccd2281a232b09d2cdf8a7e83048a271f6e0622d4e
       uri: huggingface://mradermacher/GenericRPV3-4B-GGUF/GenericRPV3-4B.Q4_K_M.gguf
+- !!merge <<: *gemma3
+  name: "comet_12b_v.5-i1"
+  urls:
+    - https://huggingface.co/OddTheGreat/Comet_12B_V.5
+    - https://huggingface.co/mradermacher/Comet_12B_V.5-i1-GGUF
+  description: |
+    This is a merge of pre-trained language models
+    V.4 wasn't stable enough for me, so here V.5 is.
+    More stable, better at sfw, richer nsfw.
+    I find that best "AIO" settings for RP on gemma 3 is sleepdeprived3/Gemma3-T4 with little tweaks, (T 1.04, top p 0.95).
+  overrides:
+    parameters:
+      model: Comet_12B_V.5.i1-Q4_K_M.gguf
+  files:
+    - filename: Comet_12B_V.5.i1-Q4_K_M.gguf
+      sha256: 02b5903653f1cf8337ffbd506b55398daa6e6e31474039ca4a5818b0850e3845
+      uri: huggingface://mradermacher/Comet_12B_V.5-i1-GGUF/Comet_12B_V.5.i1-Q4_K_M.gguf
 - &llama4
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master"
   icon: https://avatars.githubusercontent.com/u/153379578

From c087cd1377f60af75c5c4ddd3df33eea13b2f494 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 3 May 2025 10:21:48 +0200
Subject: [PATCH 593/679] chore(model gallery): add amoral-qwen3-14b (#5304)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 23 +++++++++++++++++++++++
 1 file changed, 23 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 1a6bb3f2..4f14ceb7 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -386,6 +386,29 @@
     - filename: shuttleai_shuttle-3.5-Q4_K_M.gguf
       sha256: c5defd3b45aa5f9bf56ce379b6346f99684bfddfe332329e91cfab2853015374
       uri: huggingface://bartowski/shuttleai_shuttle-3.5-GGUF/shuttleai_shuttle-3.5-Q4_K_M.gguf
+- !!merge <<: *qwen3
+  name: "amoral-qwen3-14b"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/62f93f9477b722f1866398c2/Jvn4zX2BvTIBuleqbkKq6.png
+  urls:
+    - https://huggingface.co/soob3123/amoral-qwen3-14B
+    - https://huggingface.co/mradermacher/amoral-qwen3-14B-GGUF
+  description: |
+    Core Function:
+
+    Produces analytically neutral responses to sensitive queries
+    Maintains factual integrity on controversial subjects
+    Avoids value-judgment phrasing patterns
+
+    No inherent moral framing ("evil slop" reduction)
+    Emotionally neutral tone enforcement
+    Epistemic humility protocols (avoids "thrilling", "wonderful", etc.)
+  overrides:
+    parameters:
+      model: amoral-qwen3-14B.Q4_K_M.gguf
+  files:
+    - filename: amoral-qwen3-14B.Q4_K_M.gguf
+      sha256: 7a73332b4dd49d5df1de2dbe84fc274019f33e564bcdce722e6e2ddf4e93cc77
+      uri: huggingface://mradermacher/amoral-qwen3-14B-GGUF/amoral-qwen3-14B.Q4_K_M.gguf
 - &gemma3
   url: "github:mudler/LocalAI/gallery/gemma.yaml@master"
   name: "gemma-3-27b-it"

From 1da0644aa3004a16e16afbecfe3d18aa0b883100 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 3 May 2025 10:24:07 +0200
Subject: [PATCH 594/679] chore(model gallery): add
 qwen-3-32b-medical-reasoning-i1 (#5305)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 18 ++++++++++++++++++
 1 file changed, 18 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 4f14ceb7..9a241639 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -409,6 +409,24 @@
     - filename: amoral-qwen3-14B.Q4_K_M.gguf
       sha256: 7a73332b4dd49d5df1de2dbe84fc274019f33e564bcdce722e6e2ddf4e93cc77
       uri: huggingface://mradermacher/amoral-qwen3-14B-GGUF/amoral-qwen3-14B.Q4_K_M.gguf
+- !!merge <<: *qwen3
+  name: "qwen-3-32b-medical-reasoning-i1"
+  urls:
+    - https://huggingface.co/nicoboss/Qwen-3-32B-Medical-Reasoning
+    - https://huggingface.co/mradermacher/Qwen-3-32B-Medical-Reasoning-i1-GGUF
+  description: |
+    This is https://huggingface.co/kingabzpro/Qwen-3-32B-Medical-Reasoning applied to https://huggingface.co/Qwen/Qwen3-32B Original model card created by @kingabzpro
+    Original model card from @kingabzpro
+    Fine-tuning Qwen3-32B in 4-bit Quantization for Medical Reasoning
+
+    This project fine-tunes the Qwen/Qwen3-32B model using a medical reasoning dataset (FreedomIntelligence/medical-o1-reasoning-SFT) with 4-bit quantization for memory-efficient training.
+  overrides:
+    parameters:
+      model: Qwen-3-32B-Medical-Reasoning.i1-Q4_K_M.gguf
+  files:
+    - filename: Qwen-3-32B-Medical-Reasoning.i1-Q4_K_M.gguf
+      sha256: 3d5ca0c8dfde8f9466e4d89839f08cd2f45ef97d6c28fa61f9428645877497b0
+      uri: huggingface://mradermacher/Qwen-3-32B-Medical-Reasoning-i1-GGUF/Qwen-3-32B-Medical-Reasoning.i1-Q4_K_M.gguf
 - &gemma3
   url: "github:mudler/LocalAI/gallery/gemma.yaml@master"
   name: "gemma-3-27b-it"

From 05848b2027be91abc83fd6bf78de2ac3c0b62696 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 3 May 2025 10:35:20 +0200
Subject: [PATCH 595/679] chore(model gallery): add smoothie-qwen3-8b (#5306)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 9a241639..d5eaa232 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -427,6 +427,21 @@
     - filename: Qwen-3-32B-Medical-Reasoning.i1-Q4_K_M.gguf
       sha256: 3d5ca0c8dfde8f9466e4d89839f08cd2f45ef97d6c28fa61f9428645877497b0
       uri: huggingface://mradermacher/Qwen-3-32B-Medical-Reasoning-i1-GGUF/Qwen-3-32B-Medical-Reasoning.i1-Q4_K_M.gguf
+- !!merge <<: *qwen3
+  name: "smoothie-qwen3-8b"
+  icon: https://github.com/dnotitia/smoothie-qwen/raw/main/asset/smoothie-qwen-logo.png
+  urls:
+    - https://huggingface.co/dnotitia/Smoothie-Qwen3-8B
+    - https://huggingface.co/mradermacher/Smoothie-Qwen3-8B-GGUF
+  description: |
+    Smoothie Qwen is a lightweight adjustment tool that smooths token probabilities in Qwen and similar models, enhancing balanced multilingual generation capabilities. For more details, please refer to https://github.com/dnotitia/smoothie-qwen.
+  overrides:
+    parameters:
+      model: Smoothie-Qwen3-8B.Q4_K_M.gguf
+  files:
+    - filename: Smoothie-Qwen3-8B.Q4_K_M.gguf
+      sha256: 36fc6df285c35beb8f1fdb46b3854bc4f420d3600afa397bf6a89e2ce5480112
+      uri: huggingface://mradermacher/Smoothie-Qwen3-8B-GGUF/Smoothie-Qwen3-8B.Q4_K_M.gguf
 - &gemma3
   url: "github:mudler/LocalAI/gallery/gemma.yaml@master"
   name: "gemma-3-27b-it"

From 1fc6d469ace470e5895762efb7f4737ca3ddf243 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 3 May 2025 18:44:40 +0200
Subject: [PATCH 596/679] chore(deps): bump llama.cpp to
 '1d36b3670b285e69e58b9d687c770a2a0a192194 (#5307)

chore(deps): bump llama.cpp to '1d36b3670b285e69e58b9d687c770a2a0a192194'

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 .env                                     |  2 +-
 Makefile                                 |  2 +-
 backend/cpp/llama/Makefile               |  8 ++++----
 backend/cpp/llama/grpc-server.cpp        |  2 +-
 backend/cpp/llama/patches/01-llava.patch |  6 +++---
 backend/cpp/llama/prepare.sh             | 24 ++++++++++++------------
 backend/cpp/llama/utils.hpp              |  2 +-
 7 files changed, 23 insertions(+), 23 deletions(-)

diff --git a/.env b/.env
index 86596105..b0d1a2ad 100644
--- a/.env
+++ b/.env
@@ -76,7 +76,7 @@
 
 ### Define a list of GRPC Servers for llama-cpp workers to distribute the load
 # https://github.com/ggerganov/llama.cpp/pull/6829
-# https://github.com/ggerganov/llama.cpp/blob/master/examples/rpc/README.md
+# https://github.com/ggerganov/llama.cpp/blob/master/tools/rpc/README.md
 # LLAMACPP_GRPC_SERVERS=""
 
 ### Enable to run parallel requests
diff --git a/Makefile b/Makefile
index d126a390..008e0bdf 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=d7a14c42a1883a34a6553cbfe30da1e1b84dfd6a
+CPPLLAMA_VERSION?=1d36b3670b285e69e58b9d687c770a2a0a192194
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp
diff --git a/backend/cpp/llama/Makefile b/backend/cpp/llama/Makefile
index 21aea285..f4231720 100644
--- a/backend/cpp/llama/Makefile
+++ b/backend/cpp/llama/Makefile
@@ -59,8 +59,8 @@ llama.cpp:
 	git checkout -b build $(LLAMA_VERSION) && \
 	git submodule update --init --recursive --depth 1 --single-branch
 
-llama.cpp/examples/grpc-server: llama.cpp
-	mkdir -p llama.cpp/examples/grpc-server
+llama.cpp/tools/grpc-server: llama.cpp
+	mkdir -p llama.cpp/tools/grpc-server
 	bash prepare.sh
 
 rebuild:
@@ -70,13 +70,13 @@ rebuild:
 
 purge:
 	rm -rf llama.cpp/build
-	rm -rf llama.cpp/examples/grpc-server
+	rm -rf llama.cpp/tools/grpc-server
 	rm -rf grpc-server
 
 clean: purge
 	rm -rf llama.cpp
 
-grpc-server: llama.cpp llama.cpp/examples/grpc-server
+grpc-server: llama.cpp llama.cpp/tools/grpc-server
 	@echo "Building grpc-server with $(BUILD_TYPE) build type and $(CMAKE_ARGS)"
 ifneq (,$(findstring sycl,$(BUILD_TYPE)))
 	+bash -c "source $(ONEAPI_VARS); \
diff --git a/backend/cpp/llama/grpc-server.cpp b/backend/cpp/llama/grpc-server.cpp
index fb5dd343..a3279654 100644
--- a/backend/cpp/llama/grpc-server.cpp
+++ b/backend/cpp/llama/grpc-server.cpp
@@ -52,7 +52,7 @@ struct server_params
 {
     std::string hostname = "127.0.0.1";
     std::vector<std::string> api_keys;
-    std::string public_path = "examples/server/public";
+    std::string public_path = "tools/server/public";
     std::string chat_template = "";
     int32_t port = 8080;
     int32_t read_timeout = 600;
diff --git a/backend/cpp/llama/patches/01-llava.patch b/backend/cpp/llama/patches/01-llava.patch
index 77124628..6e2abde2 100644
--- a/backend/cpp/llama/patches/01-llava.patch
+++ b/backend/cpp/llama/patches/01-llava.patch
@@ -1,7 +1,7 @@
-diff --git a/examples/llava/clip.cpp b/examples/llava/clip.cpp
+diff --git a/tools/llava/clip.cpp b/tools/llava/clip.cpp
 index 3cd0d2fa..6c5e811a 100644
---- a/examples/llava/clip.cpp
-+++ b/examples/llava/clip.cpp
+--- a/tools/llava/clip.cpp
++++ b/tools/llava/clip.cpp
 @@ -2608,7 +2608,7 @@ bool clip_image_batch_encode(clip_ctx * ctx, const int n_threads, const clip_ima
                  struct ggml_tensor * patches = ggml_graph_get_tensor(gf, "patches");
                  int* patches_data = (int*)malloc(ggml_nbytes(patches));
diff --git a/backend/cpp/llama/prepare.sh b/backend/cpp/llama/prepare.sh
index eabd93c5..f332bc48 100644
--- a/backend/cpp/llama/prepare.sh
+++ b/backend/cpp/llama/prepare.sh
@@ -7,22 +7,22 @@ for patch in $(ls patches); do
     patch -d llama.cpp/ -p1 < patches/$patch
 done 
 
-cp -r CMakeLists.txt llama.cpp/examples/grpc-server/
-cp -r grpc-server.cpp llama.cpp/examples/grpc-server/
-cp -rfv json.hpp llama.cpp/examples/grpc-server/
-cp -rfv utils.hpp llama.cpp/examples/grpc-server/
+cp -r CMakeLists.txt llama.cpp/tools/grpc-server/
+cp -r grpc-server.cpp llama.cpp/tools/grpc-server/
+cp -rfv json.hpp llama.cpp/tools/grpc-server/
+cp -rfv utils.hpp llama.cpp/tools/grpc-server/
     
-if grep -q "grpc-server" llama.cpp/examples/CMakeLists.txt; then
+if grep -q "grpc-server" llama.cpp/tools/CMakeLists.txt; then
     echo "grpc-server already added"
 else
-    echo "add_subdirectory(grpc-server)" >> llama.cpp/examples/CMakeLists.txt
+    echo "add_subdirectory(grpc-server)" >> llama.cpp/tools/CMakeLists.txt
 fi
 
 ## XXX: In some versions of CMake clip wasn't being built before llama.
 ## This is an hack for now, but it should be fixed in the future.
-cp -rfv llama.cpp/examples/llava/clip.h llama.cpp/examples/grpc-server/clip.h
-cp -rfv llama.cpp/examples/llava/clip-impl.h llama.cpp/examples/grpc-server/clip-impl.h
-cp -rfv llama.cpp/examples/llava/llava.cpp llama.cpp/examples/grpc-server/llava.cpp
-echo '#include "llama.h"' > llama.cpp/examples/grpc-server/llava.h
-cat llama.cpp/examples/llava/llava.h >> llama.cpp/examples/grpc-server/llava.h
-cp -rfv llama.cpp/examples/llava/clip.cpp llama.cpp/examples/grpc-server/clip.cpp
\ No newline at end of file
+cp -rfv llama.cpp/tools/llava/clip.h llama.cpp/tools/grpc-server/clip.h
+cp -rfv llama.cpp/tools/llava/clip-impl.h llama.cpp/tools/grpc-server/clip-impl.h
+cp -rfv llama.cpp/tools/llava/llava.cpp llama.cpp/tools/grpc-server/llava.cpp
+echo '#include "llama.h"' > llama.cpp/tools/grpc-server/llava.h
+cat llama.cpp/tools/llava/llava.h >> llama.cpp/tools/grpc-server/llava.h
+cp -rfv llama.cpp/tools/llava/clip.cpp llama.cpp/tools/grpc-server/clip.cpp
\ No newline at end of file
diff --git a/backend/cpp/llama/utils.hpp b/backend/cpp/llama/utils.hpp
index 198b6f26..0816ef56 100644
--- a/backend/cpp/llama/utils.hpp
+++ b/backend/cpp/llama/utils.hpp
@@ -1,4 +1,4 @@
-// https://github.com/ggerganov/llama.cpp/blob/master/examples/server/utils.hpp
+// https://github.com/ggerganov/llama.cpp/blob/master/tools/server/utils.hpp
 
 #pragma once
 

From b2f9fc870b397f07514a6267023c5f8fcf3e4b38 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 3 May 2025 18:44:51 +0200
Subject: [PATCH 597/679] chore(defaults): enlarge defaults, drop gpu layers
 which is infered (#5308)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 core/backend/options.go       | 2 +-
 core/config/backend_config.go | 6 ------
 2 files changed, 1 insertion(+), 7 deletions(-)

diff --git a/core/backend/options.go b/core/backend/options.go
index 56cf3385..ab602b1d 100644
--- a/core/backend/options.go
+++ b/core/backend/options.go
@@ -99,7 +99,7 @@ func grpcModelOpts(c config.BackendConfig) *pb.ModelOptions {
 		mmap = *c.MMap
 	}
 
-	ctxSize := 1024
+	ctxSize := 4096
 	if c.ContextSize != nil {
 		ctxSize = *c.ContextSize
 	}
diff --git a/core/config/backend_config.go b/core/config/backend_config.go
index cb1263a6..5c436400 100644
--- a/core/config/backend_config.go
+++ b/core/config/backend_config.go
@@ -304,9 +304,6 @@ func (cfg *BackendConfig) SetDefaults(opts ...ConfigLoaderOption) {
 	defaultTFZ := 1.0
 	defaultZero := 0
 
-	// Try to offload all GPU layers (if GPU is found)
-	defaultHigh := 99999999
-
 	trueV := true
 	falseV := false
 
@@ -366,9 +363,6 @@ func (cfg *BackendConfig) SetDefaults(opts ...ConfigLoaderOption) {
 	if cfg.MirostatTAU == nil {
 		cfg.MirostatTAU = &defaultMirostatTAU
 	}
-	if cfg.NGPULayers == nil {
-		cfg.NGPULayers = &defaultHigh
-	}
 
 	if cfg.LowVRAM == nil {
 		cfg.LowVRAM = &falseV

From 72111c597d4af4619033140d7c7d7839a45eb1d4 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 3 May 2025 19:00:24 +0200
Subject: [PATCH 598/679] fix(gpu): do not assume gpu being returned has node
 and mem (#5310)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 core/config/gguf.go | 2 +-
 pkg/xsysinfo/gpu.go | 6 ++++--
 2 files changed, 5 insertions(+), 3 deletions(-)

diff --git a/core/config/gguf.go b/core/config/gguf.go
index 1c8db29c..99be69be 100644
--- a/core/config/gguf.go
+++ b/core/config/gguf.go
@@ -170,7 +170,7 @@ func guessGGUFFromFile(cfg *BackendConfig, f *gguf.GGUFFile, defaultCtx int) {
 	vram, err := xsysinfo.TotalAvailableVRAM()
 	if err != nil {
 		log.Error().Msgf("guessDefaultsFromFile(TotalAvailableVRAM): %s", err)
-	} else {
+	} else if vram > 0 {
 		estimate, err := xsysinfo.EstimateGGUFVRAMUsage(f, vram)
 		if err != nil {
 			log.Error().Msgf("guessDefaultsFromFile(EstimateGGUFVRAMUsage): %s", err)
diff --git a/pkg/xsysinfo/gpu.go b/pkg/xsysinfo/gpu.go
index 9a70e17b..17b2ec78 100644
--- a/pkg/xsysinfo/gpu.go
+++ b/pkg/xsysinfo/gpu.go
@@ -24,8 +24,10 @@ func TotalAvailableVRAM() (uint64, error) {
 
 	var totalVRAM uint64
 	for _, gpu := range gpus {
-		if gpu.Node.Memory.TotalUsableBytes > 0 {
-			totalVRAM += uint64(gpu.Node.Memory.TotalUsableBytes)
+		if gpu != nil && gpu.Node != nil && gpu.Node.Memory != nil {
+			if gpu.Node.Memory.TotalUsableBytes > 0 {
+				totalVRAM += uint64(gpu.Node.Memory.TotalUsableBytes)
+			}
 		}
 	}
 

From 01bbb31fb38730044c71d6d37158c3f0bac169b3 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Sun, 4 May 2025 09:23:01 +0200
Subject: [PATCH 599/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `36667c8edcded08063ed51c7d57e9e086bbfc903` (#5300)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 008e0bdf..554ca42b 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=1d36b3670b285e69e58b9d687c770a2a0a192194
+CPPLLAMA_VERSION?=36667c8edcded08063ed51c7d57e9e086bbfc903
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From c0a206bc7afe7bbdd459cd9b0b98f6f540d3d655 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 4 May 2025 09:38:01 +0200
Subject: [PATCH 600/679] chore(model gallery): add qwen3-30b-a1.5b-high-speed
 (#5311)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 30 ++++++++++++++++++++++++++++++
 1 file changed, 30 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index d5eaa232..d2141f8f 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -442,6 +442,36 @@
     - filename: Smoothie-Qwen3-8B.Q4_K_M.gguf
       sha256: 36fc6df285c35beb8f1fdb46b3854bc4f420d3600afa397bf6a89e2ce5480112
       uri: huggingface://mradermacher/Smoothie-Qwen3-8B-GGUF/Smoothie-Qwen3-8B.Q4_K_M.gguf
+- !!merge <<: *qwen3
+  name: "qwen3-30b-a1.5b-high-speed"
+  icon: https://huggingface.co/DavidAU/Qwen3-30B-A1.5B-High-Speed/resolve/main/star-wars-hans-solo.gif
+  urls:
+    - https://huggingface.co/DavidAU/Qwen3-30B-A1.5B-High-Speed
+    - https://huggingface.co/mradermacher/Qwen3-30B-A1.5B-High-Speed-GGUF
+  description: |
+        This repo contains the full precision source code, in "safe tensors" format to generate GGUFs, GPTQ, EXL2, AWQ, HQQ and other formats. The source code can also be used directly.
+
+        This is a simple "finetune" of the Qwen's "Qwen 30B-A3B" (MOE) model, setting the experts in use from 8 to 4 (out of 128 experts).
+
+        This method close to doubles the speed of the model and uses 1.5B (of 30B) parameters instead of 3B (of 30B) parameters. Depending on the application you may want to use the regular model ("30B-A3B"), and use this model for simpler use case(s) although I did not notice any loss of function during routine (but not extensive) testing.
+
+        Example generation (Q4KS, CPU) at the bottom of this page using 4 experts / this model.
+
+        More complex use cases may benefit from using the normal version.
+
+        For reference:
+
+            Cpu only operation Q4KS (windows 11) jumps from 12 t/s to 23 t/s.
+            GPU performance IQ3S jumps from 75 t/s to over 125 t/s. (low to mid level card)
+
+        Context size: 32K + 8K for output (40k total)
+  overrides:
+    parameters:
+      model: Qwen3-30B-A1.5B-High-Speed.Q4_K_M.gguf
+  files:
+    - filename: Qwen3-30B-A1.5B-High-Speed.Q4_K_M.gguf
+      sha256: 2fca25524abe237483de64599bab54eba8fb22088fc21e30ba45ea8fb04dd1e0
+      uri: huggingface://mradermacher/Qwen3-30B-A1.5B-High-Speed-GGUF/Qwen3-30B-A1.5B-High-Speed.Q4_K_M.gguf
 - &gemma3
   url: "github:mudler/LocalAI/gallery/gemma.yaml@master"
   name: "gemma-3-27b-it"

From 6984749ea16a2345c6bcb36e0be5e4ca8d35097e Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 4 May 2025 09:39:38 +0200
Subject: [PATCH 601/679] chore(model gallery): add kalomaze_qwen3-16b-a3b
 (#5312)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 23 +++++++++++++++++++++++
 1 file changed, 23 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index d2141f8f..10f20587 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -472,6 +472,29 @@
     - filename: Qwen3-30B-A1.5B-High-Speed.Q4_K_M.gguf
       sha256: 2fca25524abe237483de64599bab54eba8fb22088fc21e30ba45ea8fb04dd1e0
       uri: huggingface://mradermacher/Qwen3-30B-A1.5B-High-Speed-GGUF/Qwen3-30B-A1.5B-High-Speed.Q4_K_M.gguf
+- !!merge <<: *qwen3
+  name: "kalomaze_qwen3-16b-a3b"
+  urls:
+    - https://huggingface.co/kalomaze/Qwen3-16B-A3B
+    - https://huggingface.co/bartowski/kalomaze_Qwen3-16B-A3B-GGUF
+  description: |
+    A man-made horror beyond your comprehension.
+
+    But no, seriously, this is my experiment to:
+
+        measure the probability that any given expert will activate (over my personal set of fairly diverse calibration data), per layer
+        prune 64/128 of the least used experts per layer (with reordered router and indexing per layer)
+
+    It can still write semi-coherently without any additional training or distillation done on top of it from the original 30b MoE. The .txt files with the original measurements are provided in the repo along with the exported weights.
+
+    Custom testing to measure the experts was done on a hacked version of vllm, and then I made a bespoke script to selectively export the weights according to the measurements.
+  overrides:
+    parameters:
+      model: kalomaze_Qwen3-16B-A3B-Q4_K_M.gguf
+  files:
+    - filename: kalomaze_Qwen3-16B-A3B-Q4_K_M.gguf
+      sha256: 34c86e1a956349632a05af37a104203823859363f141e1002abe6017349fbdcb
+      uri: huggingface://bartowski/kalomaze_Qwen3-16B-A3B-GGUF/kalomaze_Qwen3-16B-A3B-Q4_K_M.gguf
 - &gemma3
   url: "github:mudler/LocalAI/gallery/gemma.yaml@master"
   name: "gemma-3-27b-it"

From 7ebd7b245490e622f244a50276539534a888510d Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 4 May 2025 09:41:35 +0200
Subject: [PATCH 602/679] chore(model gallery): add rei-v3-kto-12b (#5313)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 17 +++++++++++++++++
 1 file changed, 17 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 10f20587..adf1f9e6 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -11093,6 +11093,23 @@
     - filename: StarrySky-12B.i1-Q4_K_M.gguf
       sha256: 70ebfbf0e6f9273f3c3fd725b8a44c93aab9d794b2b6ab616fe94ad52524c6c2
       uri: huggingface://mradermacher/StarrySky-12B-i1-GGUF/StarrySky-12B.i1-Q4_K_M.gguf
+- !!merge <<: *mistral03
+  name: "rei-v3-kto-12b"
+  url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/66c26b6fb01b19d8c3c2467b/nqMkoIsmScaTFHCFirGsc.png
+  urls:
+    - https://huggingface.co/Delta-Vector/Rei-V3-KTO-12B
+    - https://huggingface.co/mradermacher/Rei-V3-KTO-12B-GGUF
+  description: |
+    Taking the previous 12B trained with Subseqence Loss - This model is meant to refine the base's sharp edges and increase coherency, intelligence and prose while replicating the prose of the Claude models Opus and Sonnet
+    Fine-tuned on top of Rei-V3-12B-Base, Rei-12B is designed to replicate the prose quality of Claude 3 models, particularly Sonnet and Opus, using a prototype Magnum V5 datamix.
+  overrides:
+    parameters:
+      model: Rei-V3-KTO-12B.Q4_K_M.gguf
+  files:
+    - filename: Rei-V3-KTO-12B.Q4_K_M.gguf
+      sha256: c75a69e9cb7897b856e9fee9f11c19ab62215f0a7363bcff40132322588ac007
+      uri: huggingface://mradermacher/Rei-V3-KTO-12B-GGUF/Rei-V3-KTO-12B.Q4_K_M.gguf
 - &mudler
   url: "github:mudler/LocalAI/gallery/mudler.yaml@master" ### START mudler's LocalAI specific-models
   name: "LocalAI-llama3-8b-function-call-v0.2"

From 21bdfe5fa4b834acb954ea7d5b4ddfaa9051d680 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 4 May 2025 16:42:42 +0200
Subject: [PATCH 603/679] fix: use rice when embedding large binaries (#5309)

* fix(embed): use go-rice for large backend assets

Golang embed FS has a hard limit that we might exceed when providing
many binary alternatives.

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* simplify golang deps

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* chore(tests): switch to testcontainers and print logs

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix(tests): do not build a test binary

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* small fixup

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 .github/workflows/release.yaml    |  8 +--
 .github/workflows/test.yml        |  3 ++
 Dockerfile                        | 14 ++---
 Makefile                          | 13 ++++-
 assets.go                         | 15 ++++--
 core/cli/context/context.go       |  6 ++-
 core/config/application_config.go |  6 +--
 core/http/app_test.go             | 13 +++--
 go.mod                            | 21 ++++----
 go.sum                            | 71 +++++++++++++-----------
 pkg/assets/extract.go             | 28 +++++-----
 pkg/assets/list.go                | 12 ++---
 pkg/library/dynaload.go           |  2 +-
 tests/e2e-aio/e2e_suite_test.go   | 90 +++++++++++++++++++------------
 14 files changed, 180 insertions(+), 122 deletions(-)

diff --git a/.github/workflows/release.yaml b/.github/workflows/release.yaml
index 433ba0b6..dd23f44b 100644
--- a/.github/workflows/release.yaml
+++ b/.github/workflows/release.yaml
@@ -36,6 +36,7 @@ jobs:
           sudo apt-get update
           sudo apt-get install build-essential ffmpeg protobuf-compiler ccache upx-ucl gawk
           sudo apt-get install -qy binutils-aarch64-linux-gnu gcc-aarch64-linux-gnu g++-aarch64-linux-gnu libgmock-dev
+          make install-go-tools
       - name: Install CUDA Dependencies
         run: |
           curl -O https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2204/cross-linux-aarch64/cuda-keyring_1.1-1_all.deb
@@ -151,6 +152,7 @@ jobs:
         run: |
           sudo apt-get update
           sudo apt-get install -y wget curl build-essential ffmpeg protobuf-compiler ccache upx-ucl gawk cmake libgmock-dev
+          make install-go-tools
       - name: Intel Dependencies
         run: |
           wget -O- https://apt.repos.intel.com/intel-gpg-keys/GPG-PUB-KEY-INTEL-SW-PRODUCTS.PUB | gpg --dearmor | sudo tee /usr/share/keyrings/oneapi-archive-keyring.gpg > /dev/null
@@ -253,8 +255,7 @@ jobs:
       - name: Dependencies
         run: |
           brew install protobuf grpc
-          go install google.golang.org/grpc/cmd/protoc-gen-go-grpc@8ba23be9613c672d40ae261d2a1335d639bdd59b
-          go install google.golang.org/protobuf/cmd/protoc-gen-go@v1.34.0
+          make install-go-tools
       - name: Build
         id: build
         run: |
@@ -295,8 +296,7 @@ jobs:
       - name: Dependencies
         run: |
           brew install protobuf grpc libomp llvm
-          go install google.golang.org/grpc/cmd/protoc-gen-go-grpc@1958fcbe2ca8bd93af633f11e97d44e567e945af
-          go install google.golang.org/protobuf/cmd/protoc-gen-go@v1.34.2
+          make install-go-tools
       - name: Build
         id: build
         run: |
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index c0e1c051..1f20b889 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -96,6 +96,7 @@ jobs:
 
           go install google.golang.org/protobuf/cmd/protoc-gen-go@v1.34.2
           go install google.golang.org/grpc/cmd/protoc-gen-go-grpc@1958fcbe2ca8bd93af633f11e97d44e567e945af
+          go install github.com/GeertJohan/go.rice/rice@latest
 
           # The python3-grpc-tools package in 22.04 is too old
           pip install --user grpcio-tools
@@ -183,6 +184,7 @@ jobs:
           rm protoc.zip
           go install google.golang.org/protobuf/cmd/protoc-gen-go@v1.34.2
           go install google.golang.org/grpc/cmd/protoc-gen-go-grpc@1958fcbe2ca8bd93af633f11e97d44e567e945af
+          go install github.com/GeertJohan/go.rice/rice@latest
           PATH="$PATH:$HOME/go/bin" make protogen-go
       - name: Build images
         run: |
@@ -222,6 +224,7 @@ jobs:
         run: |
           brew install protobuf grpc make protoc-gen-go protoc-gen-go-grpc libomp llvm
           pip install --user --no-cache-dir grpcio-tools
+          go install github.com/GeertJohan/go.rice/rice@latest
       - name: Test
         run: |
           export C_INCLUDE_PATH=/usr/local/include
diff --git a/Dockerfile b/Dockerfile
index 796a0d69..abbfc7a1 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -46,9 +46,10 @@ EOT
 RUN curl -L -s https://go.dev/dl/go${GO_VERSION}.linux-${TARGETARCH}.tar.gz | tar -C /usr/local -xz
 ENV PATH=$PATH:/root/go/bin:/usr/local/go/bin
 
-# Install grpc compilers
+# Install grpc compilers and rice
 RUN go install google.golang.org/protobuf/cmd/protoc-gen-go@v1.34.2 && \
-    go install google.golang.org/grpc/cmd/protoc-gen-go-grpc@1958fcbe2ca8bd93af633f11e97d44e567e945af
+    go install google.golang.org/grpc/cmd/protoc-gen-go-grpc@1958fcbe2ca8bd93af633f11e97d44e567e945af && \
+    go install github.com/GeertJohan/go.rice/rice@latest
 
 COPY --chmod=644 custom-ca-certs/* /usr/local/share/ca-certificates/
 RUN update-ca-certificates
@@ -300,14 +301,7 @@ COPY .git .
 RUN make prepare
 
 ## Build the binary
-## If it's CUDA or hipblas, we want to skip some of the llama-compat backends to save space
-## We only leave the most CPU-optimized variant and the fallback for the cublas/hipblas build
-## (both will use CUDA or hipblas for the actual computation)
-RUN if [ "${BUILD_TYPE}" = "cublas" ] || [ "${BUILD_TYPE}" = "hipblas" ]; then \
-        SKIP_GRPC_BACKEND="backend-assets/grpc/llama-cpp-avx512 backend-assets/grpc/llama-cpp-avx backend-assets/grpc/llama-cpp-avx2" make build; \
-    else \
-        make build; \
-    fi
+RUN make build
 
 RUN if [ ! -d "/build/sources/go-piper/piper-phonemize/pi/lib/" ]; then \
         mkdir -p /build/sources/go-piper/piper-phonemize/pi/lib/ \
diff --git a/Makefile b/Makefile
index 554ca42b..a4c53fbe 100644
--- a/Makefile
+++ b/Makefile
@@ -337,8 +337,14 @@ clean-tests:
 clean-dc: clean
 	cp -r /build/backend-assets /workspace/backend-assets
 
+## Install Go tools
+install-go-tools:
+	go install google.golang.org/grpc/cmd/protoc-gen-go-grpc@1958fcbe2ca8bd93af633f11e97d44e567e945af
+	go install google.golang.org/protobuf/cmd/protoc-gen-go@v1.34.2
+	go install github.com/GeertJohan/go.rice/rice@latest
+
 ## Build:
-build: prepare backend-assets grpcs ## Build the project
+build: prepare backend-assets grpcs install-go-tools ## Build the project
 	$(info ${GREEN}I local-ai build info:${RESET})
 	$(info ${GREEN}I BUILD_TYPE: ${YELLOW}$(BUILD_TYPE)${RESET})
 	$(info ${GREEN}I GO_TAGS: ${YELLOW}$(GO_TAGS)${RESET})
@@ -348,7 +354,9 @@ ifneq ($(BACKEND_LIBS),)
 	$(MAKE) backend-assets/lib
 	cp -f $(BACKEND_LIBS) backend-assets/lib/
 endif
+	rm -rf $(BINARY_NAME) || true
 	CGO_LDFLAGS="$(CGO_LDFLAGS)" $(GOCMD) build -ldflags "$(LD_FLAGS)" -tags "$(GO_TAGS)" -o $(BINARY_NAME) ./
+	rice append --exec $(BINARY_NAME)
 
 build-minimal:
 	BUILD_GRPC_FOR_BACKEND_LLAMA=true GRPC_BACKENDS="backend-assets/grpc/llama-cpp-avx2" GO_TAGS=p2p $(MAKE) build
@@ -420,6 +428,7 @@ prepare-test: grpcs
 	cp -rf backend-assets core/http
 	cp tests/models_fixtures/* test-models
 
+## Test targets
 test: prepare test-models/testmodel.ggml grpcs
 	@echo 'Running tests'
 	export GO_TAGS="tts debug"
@@ -494,7 +503,7 @@ protogen: protogen-go protogen-python
 protogen-clean: protogen-go-clean protogen-python-clean
 
 .PHONY: protogen-go
-protogen-go:
+protogen-go: install-go-tools
 	mkdir -p pkg/grpc/proto
 	protoc --experimental_allow_proto3_optional -Ibackend/ --go_out=pkg/grpc/proto/ --go_opt=paths=source_relative --go-grpc_out=pkg/grpc/proto/ --go-grpc_opt=paths=source_relative \
     backend/backend.proto
diff --git a/assets.go b/assets.go
index 1acff154..b3c81387 100644
--- a/assets.go
+++ b/assets.go
@@ -1,6 +1,15 @@
 package main
 
-import "embed"
+import (
+	rice "github.com/GeertJohan/go.rice"
+)
 
-//go:embed backend-assets/*
-var backendAssets embed.FS
+var backendAssets *rice.Box
+
+func init() {
+	var err error
+	backendAssets, err = rice.FindBox("backend-assets")
+	if err != nil {
+		panic(err)
+	}
+}
diff --git a/core/cli/context/context.go b/core/cli/context/context.go
index fa93408e..34242e97 100644
--- a/core/cli/context/context.go
+++ b/core/cli/context/context.go
@@ -1,11 +1,13 @@
 package cliContext
 
-import "embed"
+import (
+	rice "github.com/GeertJohan/go.rice"
+)
 
 type Context struct {
 	Debug    bool    `env:"LOCALAI_DEBUG,DEBUG" default:"false" hidden:"" help:"DEPRECATED, use --log-level=debug instead. Enable debug logging"`
 	LogLevel *string `env:"LOCALAI_LOG_LEVEL" enum:"error,warn,info,debug,trace" help:"Set the level of logs to output [${enum}]"`
 
 	// This field is not a command line argument/flag, the struct tag excludes it from the parsed CLI
-	BackendAssets embed.FS `kong:"-"`
+	BackendAssets *rice.Box `kong:"-"`
 }
diff --git a/core/config/application_config.go b/core/config/application_config.go
index 9648e454..81c00999 100644
--- a/core/config/application_config.go
+++ b/core/config/application_config.go
@@ -2,11 +2,11 @@ package config
 
 import (
 	"context"
-	"embed"
 	"encoding/json"
 	"regexp"
 	"time"
 
+	rice "github.com/GeertJohan/go.rice"
 	"github.com/mudler/LocalAI/pkg/xsysinfo"
 	"github.com/rs/zerolog/log"
 )
@@ -47,7 +47,7 @@ type ApplicationConfig struct {
 
 	Galleries []Gallery
 
-	BackendAssets     embed.FS
+	BackendAssets     *rice.Box
 	AssetsDestination string
 
 	ExternalGRPCBackends map[string]string
@@ -198,7 +198,7 @@ func WithBackendAssetsOutput(out string) AppOption {
 	}
 }
 
-func WithBackendAssets(f embed.FS) AppOption {
+func WithBackendAssets(f *rice.Box) AppOption {
 	return func(o *ApplicationConfig) {
 		o.BackendAssets = f
 	}
diff --git a/core/http/app_test.go b/core/http/app_test.go
index 8d12c496..2d243322 100644
--- a/core/http/app_test.go
+++ b/core/http/app_test.go
@@ -3,7 +3,6 @@ package http_test
 import (
 	"bytes"
 	"context"
-	"embed"
 	"encoding/json"
 	"fmt"
 	"io"
@@ -24,6 +23,7 @@ import (
 	. "github.com/onsi/gomega"
 	"gopkg.in/yaml.v3"
 
+	rice "github.com/GeertJohan/go.rice"
 	openaigo "github.com/otiai10/openaigo"
 	"github.com/sashabaranov/go-openai"
 	"github.com/sashabaranov/go-openai/jsonschema"
@@ -264,8 +264,15 @@ func getRequest(url string, header http.Header) (error, int, []byte) {
 
 const bertEmbeddingsURL = `https://gist.githubusercontent.com/mudler/0a080b166b87640e8644b09c2aee6e3b/raw/f0e8c26bb72edc16d9fbafbfd6638072126ff225/bert-embeddings-gallery.yaml`
 
-//go:embed backend-assets/*
-var backendAssets embed.FS
+var backendAssets *rice.Box
+
+func init() {
+	var err error
+	backendAssets, err = rice.FindBox("backend-assets")
+	if err != nil {
+		panic(err)
+	}
+}
 
 var _ = Describe("API test", func() {
 
diff --git a/go.mod b/go.mod
index 757376ab..5567c372 100644
--- a/go.mod
+++ b/go.mod
@@ -6,6 +6,7 @@ toolchain go1.23.1
 
 require (
 	dario.cat/mergo v1.0.1
+	github.com/GeertJohan/go.rice v1.0.3
 	github.com/Masterminds/sprig/v3 v3.3.0
 	github.com/alecthomas/kong v0.9.0
 	github.com/census-instrumentation/opencensus-proto v0.4.1
@@ -43,7 +44,6 @@ require (
 	github.com/onsi/ginkgo/v2 v2.22.2
 	github.com/onsi/gomega v1.36.2
 	github.com/orcaman/writerseeker v0.0.0-20200621085525-1d3f536ff85e
-	github.com/ory/dockertest/v3 v3.10.0
 	github.com/otiai10/openaigo v1.7.0
 	github.com/phayes/freeport v0.0.0-20220201140144-74d24b5ae9f5
 	github.com/prometheus/client_golang v1.20.5
@@ -55,7 +55,7 @@ require (
 	github.com/streamer45/silero-vad-go v0.2.1
 	github.com/stretchr/testify v1.10.0
 	github.com/swaggo/swag v1.16.3
-	github.com/thxcode/gguf-parser-go v0.1.0
+	github.com/testcontainers/testcontainers-go v0.35.0
 	github.com/tmc/langchaingo v0.1.12
 	github.com/valyala/fasthttp v1.55.0
 	go.opentelemetry.io/otel v1.34.0
@@ -75,19 +75,26 @@ require (
 	cloud.google.com/go/auth v0.4.1 // indirect
 	cloud.google.com/go/auth/oauth2adapt v0.2.2 // indirect
 	cloud.google.com/go/compute/metadata v0.5.0 // indirect
+	github.com/containerd/platforms v0.2.1 // indirect
+	github.com/cpuguy83/dockercfg v0.3.2 // indirect
+	github.com/daaku/go.zipexe v1.0.2 // indirect
+	github.com/distribution/reference v0.6.0 // indirect
 	github.com/dustin/go-humanize v1.0.1 // indirect
 	github.com/envoyproxy/protoc-gen-validate v1.1.0 // indirect
 	github.com/fasthttp/websocket v1.5.3 // indirect
 	github.com/felixge/httpsnoop v1.0.4 // indirect
 	github.com/go-task/slim-sprig/v3 v3.0.0 // indirect
-	github.com/go-viper/mapstructure/v2 v2.0.0 // indirect
 	github.com/google/s2a-go v0.1.7 // indirect
 	github.com/googleapis/enterprise-certificate-proxy v0.3.2 // indirect
 	github.com/googleapis/gax-go/v2 v2.12.4 // indirect
 	github.com/json-iterator/go v1.1.12 // indirect
+	github.com/magiconair/properties v1.8.7 // indirect
 	github.com/moby/docker-image-spec v1.3.1 // indirect
+	github.com/moby/patternmatcher v0.6.0 // indirect
+	github.com/moby/sys/user v0.1.0 // indirect
 	github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect
 	github.com/modern-go/reflect2 v1.0.2 // indirect
+	github.com/morikuni/aec v1.0.0 // indirect
 	github.com/munnerz/goautoneg v0.0.0-20191010083416-a7dc8b61c822 // indirect
 	github.com/pion/datachannel v1.5.10 // indirect
 	github.com/pion/dtls/v2 v2.2.12 // indirect
@@ -130,7 +137,6 @@ require (
 	github.com/Masterminds/semver/v3 v3.3.0 // indirect
 	github.com/Microsoft/go-winio v0.6.2 // indirect
 	github.com/Microsoft/hcsshim v0.11.7 // indirect
-	github.com/Nvveen/Gotty v0.0.0-20120604004816-cd527374f1e5 // indirect
 	github.com/StackExchange/wmi v1.2.1 // indirect
 	github.com/alecthomas/chroma/v2 v2.8.0 // indirect
 	github.com/andybalholm/brotli v1.1.0 // indirect
@@ -154,7 +160,7 @@ require (
 	github.com/dlclark/regexp2 v1.10.0 // indirect
 	github.com/docker/cli v27.0.3+incompatible // indirect
 	github.com/docker/distribution v2.8.2+incompatible // indirect
-	github.com/docker/docker v27.0.3+incompatible
+	github.com/docker/docker v27.1.1+incompatible
 	github.com/docker/docker-credential-helpers v0.7.0 // indirect
 	github.com/docker/go-connections v0.5.0 // indirect
 	github.com/docker/go-units v0.5.0 // indirect
@@ -183,7 +189,6 @@ require (
 	github.com/google/go-cmp v0.6.0 // indirect
 	github.com/google/gopacket v1.1.19 // indirect
 	github.com/google/pprof v0.0.0-20250208200701-d0013a598941 // indirect
-	github.com/google/shlex v0.0.0-20191202100458-e7afc7fbc510 // indirect
 	github.com/gorilla/css v1.0.1 // indirect
 	github.com/gorilla/websocket v1.5.3 // indirect
 	github.com/hashicorp/errwrap v1.1.0 // indirect
@@ -257,7 +262,6 @@ require (
 	github.com/olekukonko/tablewriter v0.0.5 // indirect
 	github.com/opencontainers/go-digest v1.0.0 // indirect
 	github.com/opencontainers/image-spec v1.1.0
-	github.com/opencontainers/runc v1.1.12 // indirect
 	github.com/opencontainers/runtime-spec v1.2.0 // indirect
 	github.com/opentracing/opentracing-go v1.2.0 // indirect
 	github.com/pbnjay/memory v0.0.0-20210728143218-7b4eea64cf58 // indirect
@@ -295,9 +299,6 @@ require (
 	github.com/vishvananda/netlink v1.3.0 // indirect
 	github.com/vishvananda/netns v0.0.5 // indirect
 	github.com/whyrusleeping/go-keyspace v0.0.0-20160322163242-5b898ac5add1 // indirect
-	github.com/xeipuuv/gojsonpointer v0.0.0-20190905194746-02993c407bfb // indirect
-	github.com/xeipuuv/gojsonreference v0.0.0-20180127040603-bd5ef7bd5415 // indirect
-	github.com/xeipuuv/gojsonschema v1.2.0 // indirect
 	github.com/xi2/xz v0.0.0-20171230120015-48954b6210f8 // indirect
 	github.com/yuin/goldmark v1.5.4 // indirect
 	github.com/yuin/goldmark-emoji v1.0.2 // indirect
diff --git a/go.sum b/go.sum
index aad5d177..6af7a14b 100644
--- a/go.sum
+++ b/go.sum
@@ -17,10 +17,15 @@ dmitri.shuralyov.com/html/belt v0.0.0-20180602232347-f7d459c86be0/go.mod h1:JLBr
 dmitri.shuralyov.com/service/change v0.0.0-20181023043359-a85b471d5412/go.mod h1:a1inKt/atXimZ4Mv927x+r7UpyzRUf4emIoiiSC2TN4=
 dmitri.shuralyov.com/state v0.0.0-20180228185332-28bcc343414c/go.mod h1:0PRwlb0D6DFvNNtx+9ybjezNCa8XF0xaYcETyp6rHWU=
 git.apache.org/thrift.git v0.0.0-20180902110319-2566ecd5d999/go.mod h1:fPE2ZNJGynbRyZ4dJvy6G277gSllfV2HJqblrnkyeyg=
+github.com/AdaLogics/go-fuzz-headers v0.0.0-20230811130428-ced1acdcaa24 h1:bvDV9vkmnHYOMsOr4WLk+Vo07yKIzd94sVoIqshQ4bU=
+github.com/AdaLogics/go-fuzz-headers v0.0.0-20230811130428-ced1acdcaa24/go.mod h1:8o94RPi1/7XTJvwPpRSzSUedZrtlirdB3r9Z20bi2f8=
 github.com/Azure/go-ansiterm v0.0.0-20230124172434-306776ec8161 h1:L/gRVlceqvL25UVaW/CKtUDjefjrs0SPonmDGUVOYP0=
 github.com/Azure/go-ansiterm v0.0.0-20230124172434-306776ec8161/go.mod h1:xomTg63KZ2rFqZQzSB4Vz2SUXa1BpHTVz9L5PTmPC4E=
 github.com/BurntSushi/toml v0.3.1/go.mod h1:xHWCNGjB5oqiDr8zfno3MHue2Ht5sIBksp03qcyfWMU=
 github.com/BurntSushi/toml v1.2.1/go.mod h1:CxXYINrC8qIiEnFrOxCa7Jy5BFHlXnUU2pbicEuybxQ=
+github.com/GeertJohan/go.incremental v1.0.0/go.mod h1:6fAjUhbVuX1KcMD3c8TEgVUqmo4seqhv0i0kdATSkM0=
+github.com/GeertJohan/go.rice v1.0.3 h1:k5viR+xGtIhF61125vCE1cmJ5957RQGXG6dmbaWZSmI=
+github.com/GeertJohan/go.rice v1.0.3/go.mod h1:XVdrU4pW00M4ikZed5q56tPf1v2KwnIKeIdc9CBYNt4=
 github.com/KyleBanks/depth v1.2.1 h1:5h8fQADFrWtarTdtDudMmGsC7GPbOAu6RVB3ffsVFHc=
 github.com/KyleBanks/depth v1.2.1/go.mod h1:jzSb9d0L43HxTQfT+oSA1EEp2q+ne2uh6XgeJcm8brE=
 github.com/MakeNowJust/heredoc v1.0.0 h1:cXCdzVdstXyiTqTvfqk9SDHpKNjxuom+DOlyEeQ4pzQ=
@@ -35,10 +40,9 @@ github.com/Microsoft/go-winio v0.6.2 h1:F2VQgta7ecxGYO8k3ZZz3RS8fVIXVxONVUPlNERo
 github.com/Microsoft/go-winio v0.6.2/go.mod h1:yd8OoFMLzJbo9gZq8j5qaps8bJ9aShtEA8Ipt1oGCvU=
 github.com/Microsoft/hcsshim v0.11.7 h1:vl/nj3Bar/CvJSYo7gIQPyRWc9f3c6IeSNavBTSZNZQ=
 github.com/Microsoft/hcsshim v0.11.7/go.mod h1:MV8xMfmECjl5HdO7U/3/hFVnkmSBjAjmA09d4bExKcU=
-github.com/Nvveen/Gotty v0.0.0-20120604004816-cd527374f1e5 h1:TngWCqHvy9oXAN6lEVMRuU21PR1EtLVZJmdB18Gu3Rw=
-github.com/Nvveen/Gotty v0.0.0-20120604004816-cd527374f1e5/go.mod h1:lmUJ/7eu/Q8D7ML55dXQrVaamCz2vxCfdQBasLZfHKk=
 github.com/StackExchange/wmi v1.2.1 h1:VIkavFPXSjcnS+O8yTq7NI32k0R5Aj+v39y29VYDOSA=
 github.com/StackExchange/wmi v1.2.1/go.mod h1:rcmrprowKIVzvc+NUiLncP2uuArMWLCbu9SBzvHz7e8=
+github.com/akavel/rsrc v0.8.0/go.mod h1:uLoCtb9J+EyAqh+26kdrTgmzRBFPGOolLWKpdxkKq+c=
 github.com/alecthomas/assert/v2 v2.6.0 h1:o3WJwILtexrEUk3cUVal3oiQY2tfgr/FHWiz/v2n4FU=
 github.com/alecthomas/assert/v2 v2.6.0/go.mod h1:Bze95FyfUr7x34QZrjL+XP+0qgp/zg8yS+TtBj1WA3k=
 github.com/alecthomas/chroma/v2 v2.8.0 h1:w9WJUjFFmHHB2e8mRpL9jjy3alYDlU0QLDezj1xE264=
@@ -93,12 +97,16 @@ github.com/containerd/errdefs v0.1.0 h1:m0wCRBiu1WJT/Fr+iOoQHMQS/eP5myQ8lCv4Dz5Z
 github.com/containerd/errdefs v0.1.0/go.mod h1:YgWiiHtLmSeBrvpw+UfPijzbLaB77mEG1WwJTDETIV0=
 github.com/containerd/log v0.1.0 h1:TCJt7ioM2cr/tfR8GPbGf9/VRAX8D2B4PjzCpfX540I=
 github.com/containerd/log v0.1.0/go.mod h1:VRRf09a7mHDIRezVKTRCrOq78v577GXq3bSa3EhrzVo=
+github.com/containerd/platforms v0.2.1 h1:zvwtM3rz2YHPQsF2CHYM8+KtB5dvhISiXh5ZpSBQv6A=
+github.com/containerd/platforms v0.2.1/go.mod h1:XHCb+2/hzowdiut9rkudds9bE5yJ7npe7dG/wG+uFPw=
 github.com/containerd/stargz-snapshotter/estargz v0.14.3 h1:OqlDCK3ZVUO6C3B/5FSkDwbkEETK84kQgEeFwDC+62k=
 github.com/containerd/stargz-snapshotter/estargz v0.14.3/go.mod h1:KY//uOCIkSuNAHhJogcZtrNHdKrA99/FCCRjE3HD36o=
 github.com/coreos/go-systemd v0.0.0-20181012123002-c6f51f82210d/go.mod h1:F5haX7vjVVG0kc13fIWeqUViNPyEJxv/OmvnBo0Yme4=
 github.com/coreos/go-systemd/v22 v22.1.0/go.mod h1:xO0FLkIi5MaZafQlIrOotqXZ90ih+1atmu1JpKERPPk=
 github.com/coreos/go-systemd/v22 v22.5.0 h1:RrqgGjYQKalulkV8NGVIfkXQf6YYmOyiJKk8iXXhfZs=
 github.com/coreos/go-systemd/v22 v22.5.0/go.mod h1:Y58oyj3AT4RCenI/lSvhwexgC+NSVTIJ3seZv2GcEnc=
+github.com/cpuguy83/dockercfg v0.3.2 h1:DlJTyZGBDlXqUZ2Dk2Q3xHs/FtnooJJVaad2S9GKorA=
+github.com/cpuguy83/dockercfg v0.3.2/go.mod h1:sugsbF4//dDlL/i+S+rtpIWp+5h0BHJHfjj5/jFyUJc=
 github.com/cpuguy83/go-md2man/v2 v2.0.0-20190314233015-f79a8a8ca69d/go.mod h1:maD7wRr/U5Z6m/iR4s+kqSMx2CaBsrgA7czyZG/E6dU=
 github.com/cpuguy83/go-md2man/v2 v2.0.0/go.mod h1:maD7wRr/U5Z6m/iR4s+kqSMx2CaBsrgA7czyZG/E6dU=
 github.com/cpuguy83/go-md2man/v2 v2.0.2/go.mod h1:tgQtvFlXSQOSOSIRvRPT7W67SCa46tRHOmNcaadrF8o=
@@ -108,6 +116,8 @@ github.com/creachadair/otp v0.5.0 h1:q3Th7CXm2zlmCdBjw5tEPFOj4oWJMnVL5HXlq0sNKS0
 github.com/creachadair/otp v0.5.0/go.mod h1:0kceI87EnYFNYSTL121goJVAnk3eJhaed9H0nMuJUkA=
 github.com/creack/pty v1.1.18 h1:n56/Zwd5o6whRC5PMGretI4IdRLlmBXYNjScPaBgsbY=
 github.com/creack/pty v1.1.18/go.mod h1:MOBLtS5ELjhRRrroQr9kyvTxUAFNvYEK993ew/Vr4O4=
+github.com/daaku/go.zipexe v1.0.2 h1:Zg55YLYTr7M9wjKn8SY/WcpuuEi+kR2u4E8RhvpyXmk=
+github.com/daaku/go.zipexe v1.0.2/go.mod h1:5xWogtqlYnfBXkSB1o9xysukNP9GTvaNkqzUZbt3Bw8=
 github.com/dave-gray101/v2keyauth v0.0.0-20240624150259-c45d584d25e2 h1:flLYmnQFZNo04x2NPehMbf30m7Pli57xwZ0NFqR/hb0=
 github.com/dave-gray101/v2keyauth v0.0.0-20240624150259-c45d584d25e2/go.mod h1:NtWqRzAp/1tw+twkW8uuBenEVVYndEAZACWU3F3xdoQ=
 github.com/davecgh/go-spew v1.1.0/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
@@ -119,14 +129,16 @@ github.com/decred/dcrd/crypto/blake256 v1.0.1 h1:7PltbUIQB7u/FfZ39+DGa/ShuMyJ5il
 github.com/decred/dcrd/crypto/blake256 v1.0.1/go.mod h1:2OfgNZ5wDpcsFmHmCK5gZTPcCXqlm2ArzUIkw9czNJo=
 github.com/decred/dcrd/dcrec/secp256k1/v4 v4.3.0 h1:rpfIENRNNilwHwZeG5+P150SMrnNEcHYvcCuK6dPZSg=
 github.com/decred/dcrd/dcrec/secp256k1/v4 v4.3.0/go.mod h1:v57UDF4pDQJcEfFUCRop3lJL149eHGSe9Jvczhzjo/0=
+github.com/distribution/reference v0.6.0 h1:0IXCQ5g4/QMHHkarYzh5l+u8T3t73zM5QvfrDyIgxBk=
+github.com/distribution/reference v0.6.0/go.mod h1:BbU0aIcezP1/5jX/8MP0YiH4SdvB5Y4f/wlDRiLyi3E=
 github.com/dlclark/regexp2 v1.10.0 h1:+/GIL799phkJqYW+3YbOd8LCcbHzT0Pbo8zl70MHsq0=
 github.com/dlclark/regexp2 v1.10.0/go.mod h1:DHkYz0B9wPfa6wondMfaivmHpzrQ3v9q8cnmRbL6yW8=
 github.com/docker/cli v27.0.3+incompatible h1:usGs0/BoBW8MWxGeEtqPMkzOY56jZ6kYlSN5BLDioCQ=
 github.com/docker/cli v27.0.3+incompatible/go.mod h1:JLrzqnKDaYBop7H2jaqPtU4hHvMKP+vjCwu2uszcLI8=
 github.com/docker/distribution v2.8.2+incompatible h1:T3de5rq0dB1j30rp0sA2rER+m322EBzniBPB6ZIzuh8=
 github.com/docker/distribution v2.8.2+incompatible/go.mod h1:J2gT2udsDAN96Uj4KfcMRqY0/ypR+oyYUYmja8H+y+w=
-github.com/docker/docker v27.0.3+incompatible h1:aBGI9TeQ4MPlhquTQKq9XbK79rKFVwXNUAYz9aXyEBE=
-github.com/docker/docker v27.0.3+incompatible/go.mod h1:eEKB0N0r5NX/I1kEveEz05bcu8tLC/8azJZsviup8Sk=
+github.com/docker/docker v27.1.1+incompatible h1:hO/M4MtV36kzKldqnA37IWhebRA+LnqqcqDja6kVaKY=
+github.com/docker/docker v27.1.1+incompatible/go.mod h1:eEKB0N0r5NX/I1kEveEz05bcu8tLC/8azJZsviup8Sk=
 github.com/docker/docker-credential-helpers v0.7.0 h1:xtCHsjxogADNZcdv1pKUHXryefjlVRqWqIhk/uXJp0A=
 github.com/docker/docker-credential-helpers v0.7.0/go.mod h1:rETQfLdHNT3foU5kuNkFR1R1V12OJRRO5lzt2D1b5X0=
 github.com/docker/go-connections v0.5.0 h1:USnMq7hx7gwdVZq1L49hLXaFtUdTADjXGp+uj1Br63c=
@@ -165,8 +177,6 @@ github.com/frankban/quicktest v1.14.6/go.mod h1:4ptaffx2x8+WTWXmUCuVU6aPUX1/Mz7z
 github.com/fsnotify/fsnotify v1.4.7/go.mod h1:jwhsz4b93w/PPRr/qN1Yymfu8t87LnFCMoQvtojpjFo=
 github.com/fsnotify/fsnotify v1.7.0 h1:8JEhPFa5W2WU7YfeZzPNqzMP6Lwt7L2715Ggo0nosvA=
 github.com/fsnotify/fsnotify v1.7.0/go.mod h1:40Bi/Hjc2AVfZrqy+aj+yEI+/bRxZnMJyTJwOpGvigM=
-github.com/ggerganov/whisper.cpp/bindings/go v0.0.0-20240626202019-c118733a29ad h1:dQ93Vd6i25o+zH9vvnZ8mu7jtJQ6jT3D+zE3V8Q49n0=
-github.com/ggerganov/whisper.cpp/bindings/go v0.0.0-20240626202019-c118733a29ad/go.mod h1:QIjZ9OktHFG7p+/m3sMvrAJKKdWrr1fZIK0rM6HZlyo=
 github.com/ghodss/yaml v1.0.0 h1:wQHKEahhL6wmXdzwWG11gIVCkOv05bNOh+Rxn0yngAk=
 github.com/ghodss/yaml v1.0.0/go.mod h1:4dBDuWmgqj2HViK6kFavaiC9ZROes6MMH2rRYeMEF04=
 github.com/gliderlabs/ssh v0.1.1/go.mod h1:U7qILu1NlMHj9FlMhZLlkCdDnU1DBEAqr0aevW3Awn0=
@@ -196,12 +206,8 @@ github.com/go-openapi/swag v0.23.0 h1:vsEVJDUo2hPJ2tu0/Xc+4noaxyEffXNIs3cOULZ+Gr
 github.com/go-openapi/swag v0.23.0/go.mod h1:esZ8ITTYEsH1V2trKHjAN8Ai7xHb8RV+YSZ577vPjgQ=
 github.com/go-skynet/go-llama.cpp v0.0.0-20240314183750-6a8041ef6b46 h1:lALhXzDkqtp12udlDLLg+ybXVMmL7Ox9tybqVLWxjPE=
 github.com/go-skynet/go-llama.cpp v0.0.0-20240314183750-6a8041ef6b46/go.mod h1:iub0ugfTnflE3rcIuqV2pQSo15nEw3GLW/utm5gyERo=
-github.com/go-sql-driver/mysql v1.7.1 h1:lUIinVbN1DY0xBg0eMOzmmtGoHwWBbvnWubQUrtU8EI=
-github.com/go-sql-driver/mysql v1.7.1/go.mod h1:OXbVy3sEdcQ2Doequ6Z5BW6fXNQTmx+9S1MCJN5yJMI=
 github.com/go-task/slim-sprig/v3 v3.0.0 h1:sUs3vkvUymDpBKi3qH1YSqBQk9+9D/8M2mN1vB6EwHI=
 github.com/go-task/slim-sprig/v3 v3.0.0/go.mod h1:W848ghGpv3Qj3dhTPRyJypKRiqCdHZiAzKg9hl15HA8=
-github.com/go-viper/mapstructure/v2 v2.0.0 h1:dhn8MZ1gZ0mzeodTG3jt5Vj/o87xZKuNAprG2mQfMfc=
-github.com/go-viper/mapstructure/v2 v2.0.0/go.mod h1:oJDH3BJKyqBA2TXFhDsKDGDTlndYOZ6rGS0BRZIxGhM=
 github.com/go-yaml/yaml v2.1.0+incompatible/go.mod h1:w2MrLa16VYP0jy6N7M5kHaCkaLENm+P+Tv+MfurjSw0=
 github.com/godbus/dbus/v5 v5.0.3/go.mod h1:xhWf0FNVPg57R7Z0UbKHbJfkEywrmjJnf7w5xrFpKfA=
 github.com/godbus/dbus/v5 v5.0.4/go.mod h1:xhWf0FNVPg57R7Z0UbKHbJfkEywrmjJnf7w5xrFpKfA=
@@ -276,8 +282,6 @@ github.com/google/pprof v0.0.0-20250208200701-d0013a598941/go.mod h1:vavhavw2zAx
 github.com/google/renameio v0.1.0/go.mod h1:KWCgfxg9yswjAJkECMjeO8J8rahYeXnNhOm40UhjYkI=
 github.com/google/s2a-go v0.1.7 h1:60BLSyTrOV4/haCDW4zb1guZItoSq8foHCXrAnjBo/o=
 github.com/google/s2a-go v0.1.7/go.mod h1:50CgR4k1jNlWBu4UfS4AcfhVe1r6pdZPygJ3R8F0Qdw=
-github.com/google/shlex v0.0.0-20191202100458-e7afc7fbc510 h1:El6M4kTTCOh6aBiKaUGG7oYTSPP8MxqL4YI3kZKwcP4=
-github.com/google/shlex v0.0.0-20191202100458-e7afc7fbc510/go.mod h1:pupxD2MaaD3pAXIBCelhxNneeOaAeabZDe5s4K6zSpQ=
 github.com/google/uuid v1.1.2/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
 github.com/google/uuid v1.3.1/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
 github.com/google/uuid v1.6.0 h1:NIvaJDMOsjHA8n1jAhLSgzrAzy1Hgr+hNrb57e+94F0=
@@ -300,6 +304,8 @@ github.com/gpustack/gguf-parser-go v0.17.0/go.mod h1:GvHh1Kvvq5ojCOsJ5UpwiJJmIjF
 github.com/gregjones/httpcache v0.0.0-20180305231024-9cad4c3443a7/go.mod h1:FecbI9+v66THATjSRHfNgh1IVFe/9kFxbXtjV0ctIMA=
 github.com/grpc-ecosystem/grpc-gateway v1.5.0 h1:WcmKMm43DR7RdtlkEXQJyo5ws8iTp98CyhCCbOHMvNI=
 github.com/grpc-ecosystem/grpc-gateway v1.5.0/go.mod h1:RSKVYQBd5MCa4OVpNdGskqpgL2+G+NZTnrVHpWWfpdw=
+github.com/grpc-ecosystem/grpc-gateway/v2 v2.22.0 h1:asbCHRVmodnJTuQ3qamDwqVOIjwqUPTYmYuemVOx+Ys=
+github.com/grpc-ecosystem/grpc-gateway/v2 v2.22.0/go.mod h1:ggCgvZ2r7uOoQjOyu2Y1NhHmEPPzzuhWgcza5M1Ji1I=
 github.com/hashicorp/errwrap v1.0.0/go.mod h1:YH+1FKiLXxHSkmPseP+kNlulaMuP3n2brvKWEqk/Jc4=
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@@ -389,8 +395,6 @@ github.com/kr/text v0.2.0 h1:5Nx0Ya0ZqY2ygV366QzturHI13Jq95ApcVaJBhpS+AY=
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@@ -430,6 +434,8 @@ github.com/lucasb-eyer/go-colorful v1.2.0/go.mod h1:R4dSotOR9KMtayYi1e77YzuveK+i
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@@ -476,10 +482,14 @@ github.com/mitchellh/reflectwalk v1.0.2 h1:G2LzWKi524PWgd3mLHV8Y5k7s6XUvT0Gef6zx
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@@ -488,13 +498,13 @@ github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd/go.mod h1:6dJ
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@@ -531,6 +541,7 @@ github.com/neelance/astrewrite v0.0.0-20160511093645-99348263ae86/go.mod h1:kHJE
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@@ -547,8 +558,6 @@ github.com/opencontainers/go-digest v1.0.0 h1:apOUWs51W5PlhuyGyz9FCeeBIOUDA/6nW8
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@@ -557,8 +566,6 @@ github.com/opentracing/opentracing-go v1.2.0/go.mod h1:GxEUsuufX4nBwe+T+Wl9TAgYr
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@@ -736,6 +743,8 @@ github.com/streamer45/silero-vad-go v0.2.1/go.mod h1:B+2FXs/5fZ6pzl6unUZYhZqkYdO
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@@ -752,8 +761,8 @@ github.com/swaggo/files/v2 v2.0.0/go.mod h1:24kk2Y9NYEJ5lHuCra6iVwkMjIekMCaFq/0J
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@@ -772,6 +781,7 @@ github.com/valyala/bytebufferpool v1.0.0 h1:GqA5TC/0021Y/b9FG4Oi9Mr3q7XYx6Kllzaw
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@@ -790,13 +800,6 @@ github.com/whyrusleeping/go-keyspace v0.0.0-20160322163242-5b898ac5add1/go.mod h
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@@ -819,6 +822,10 @@ go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.56.0 h1:UP6IpuH
 go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.56.0/go.mod h1:qxuZLtbq5QDtdeSHsS7bcf6EH6uO6jUAgk764zd3rhM=
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+go.opentelemetry.io/otel/exporters/otlp/otlptrace v1.31.0 h1:K0XaT3DwHAcV4nKLzcQvwAgSyisUghWoY20I7huthMk=
+go.opentelemetry.io/otel/exporters/otlp/otlptrace v1.31.0/go.mod h1:B5Ki776z/MBnVha1Nzwp5arlzBbE3+1jk+pGmaP5HME=
+go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttp v1.31.0 h1:lUsI2TYsQw2r1IASwoROaCnjdj2cvC2+Jbxvk6nHnWU=
+go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttp v1.31.0/go.mod h1:2HpZxxQurfGxJlJDblybejHB6RX6pmExPNe517hREw4=
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@@ -829,6 +836,8 @@ go.opentelemetry.io/otel/sdk/metric v1.28.0 h1:OkuaKgKrgAbYrrY0t92c+cC+2F6hsFNnC
 go.opentelemetry.io/otel/sdk/metric v1.28.0/go.mod h1:cWPjykihLAPvXKi4iZc1dpER3Jdq2Z0YLse3moQUCpg=
 go.opentelemetry.io/otel/trace v1.34.0 h1:+ouXS2V8Rd4hp4580a8q23bg0azF2nI8cqLYnC8mh/k=
 go.opentelemetry.io/otel/trace v1.34.0/go.mod h1:Svm7lSjQD7kG7KJ/MUHPVXSDGz2OX4h0M2jHBhmSfRE=
+go.opentelemetry.io/proto/otlp v1.3.1 h1:TrMUixzpM0yuc/znrFTP9MMRh8trP93mkCiDVeXrui0=
+go.opentelemetry.io/proto/otlp v1.3.1/go.mod h1:0X1WI4de4ZsLrrJNLAQbFeLCm3T7yBkR0XqQ7niQU+8=
 go.uber.org/atomic v1.6.0/go.mod h1:sABNBOSYdrvTF6hTgEIbc7YasKWGhgEQZyfxyTvoXHQ=
 go.uber.org/atomic v1.7.0/go.mod h1:fEN4uk6kAWBTFdckzkM89CLk9XfWZrxpCo0nPH17wJc=
 go.uber.org/dig v1.18.0 h1:imUL1UiY0Mg4bqbFfsRQO5G4CGRBec/ZujWTvSVp3pw=
@@ -1098,8 +1107,8 @@ gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c/go.mod h1:K4uyk7z7BCEPqu6E+C
 gopkg.in/yaml.v3 v3.0.0-20210107192922-496545a6307b/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
 gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA=
 gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
-gotest.tools/v3 v3.3.0 h1:MfDY1b1/0xN1CyMlQDac0ziEy9zJQd9CXBRRDHw2jJo=
-gotest.tools/v3 v3.3.0/go.mod h1:Mcr9QNxkg0uMvy/YElmo4SpXgJKWgQvYrT7Kw5RzJ1A=
+gotest.tools/v3 v3.5.1 h1:EENdUnS3pdur5nybKYIh2Vfgc8IUNBjxDPSjtiJcOzU=
+gotest.tools/v3 v3.5.1/go.mod h1:isy3WKz7GK6uNw/sbHzfKBLvlvXwUyV06n6brMxxopU=
 grpc.go4.org v0.0.0-20170609214715-11d0a25b4919/go.mod h1:77eQGdRu53HpSqPFJFmuJdjuHRquDANNeA4x7B8WQ9o=
 gvisor.dev/gvisor v0.0.0-20230927004350-cbd86285d259 h1:TbRPT0HtzFP3Cno1zZo7yPzEEnfu8EjLfl6IU9VfqkQ=
 gvisor.dev/gvisor v0.0.0-20230927004350-cbd86285d259/go.mod h1:AVgIgHMwK63XvmAzWG9vLQ41YnVHN0du0tEC46fI7yY=
diff --git a/pkg/assets/extract.go b/pkg/assets/extract.go
index e2e912f5..8c1a6be6 100644
--- a/pkg/assets/extract.go
+++ b/pkg/assets/extract.go
@@ -1,35 +1,37 @@
 package assets
 
 import (
-	"embed"
 	"fmt"
-	"io/fs"
 	"os"
 	"path/filepath"
 
+	rice "github.com/GeertJohan/go.rice"
 	"github.com/mudler/LocalAI/pkg/library"
 )
 
+const backendAssetsDir = "backend-assets"
+
 func ResolvePath(dir string, paths ...string) string {
-	return filepath.Join(append([]string{dir, "backend-assets"}, paths...)...)
+	return filepath.Join(append([]string{dir, backendAssetsDir}, paths...)...)
 }
 
-func ExtractFiles(content embed.FS, extractDir string) error {
-	// Create the target directory if it doesn't exist
-	err := os.MkdirAll(extractDir, 0750)
+func ExtractFiles(content *rice.Box, extractDir string) error {
+	// Create the target directory with backend-assets subdirectory
+	backendAssetsDir := filepath.Join(extractDir, backendAssetsDir)
+	err := os.MkdirAll(backendAssetsDir, 0750)
 	if err != nil {
 		return fmt.Errorf("failed to create directory: %v", err)
 	}
 
-	// Walk through the embedded FS and extract files
-	err = fs.WalkDir(content, ".", func(path string, d fs.DirEntry, err error) error {
+	// Walk through the rice box and extract files
+	err = content.Walk("", func(path string, info os.FileInfo, err error) error {
 		if err != nil {
 			return err
 		}
 
 		// Reconstruct the directory structure in the target directory
-		targetFile := filepath.Join(extractDir, path)
-		if d.IsDir() {
+		targetFile := filepath.Join(backendAssetsDir, path)
+		if info.IsDir() {
 			// Create the directory in the target directory
 			err := os.MkdirAll(targetFile, 0750)
 			if err != nil {
@@ -38,8 +40,8 @@ func ExtractFiles(content embed.FS, extractDir string) error {
 			return nil
 		}
 
-		// Read the file from the embedded FS
-		fileData, err := content.ReadFile(path)
+		// Read the file from the rice box
+		fileData, err := content.Bytes(path)
 		if err != nil {
 			return fmt.Errorf("failed to read file: %v", err)
 		}
@@ -56,7 +58,7 @@ func ExtractFiles(content embed.FS, extractDir string) error {
 	// If there is a lib directory, set LD_LIBRARY_PATH to include it
 	// we might use this mechanism to carry over e.g. Nvidia CUDA libraries
 	// from the embedded FS to the target directory
-	library.LoadExtractedLibs(extractDir)
+	library.LoadExtractedLibs(backendAssetsDir)
 
 	return err
 }
diff --git a/pkg/assets/list.go b/pkg/assets/list.go
index 47e60a40..edfdf498 100644
--- a/pkg/assets/list.go
+++ b/pkg/assets/list.go
@@ -1,19 +1,19 @@
 package assets
 
 import (
-	"embed"
-	"io/fs"
+	"os"
 
+	rice "github.com/GeertJohan/go.rice"
 	"github.com/rs/zerolog/log"
 )
 
-func ListFiles(content embed.FS) (files []string) {
-	err := fs.WalkDir(content, ".", func(path string, d fs.DirEntry, err error) error {
+func ListFiles(content *rice.Box) (files []string) {
+	err := content.Walk("", func(path string, info os.FileInfo, err error) error {
 		if err != nil {
 			return err
 		}
 
-		if d.IsDir() {
+		if info.IsDir() {
 			return nil
 		}
 
@@ -21,7 +21,7 @@ func ListFiles(content embed.FS) (files []string) {
 		return nil
 	})
 	if err != nil {
-		log.Error().Err(err).Msg("error walking the embedded filesystem")
+		log.Error().Err(err).Msg("error walking the rice box")
 	}
 	return
 }
diff --git a/pkg/library/dynaload.go b/pkg/library/dynaload.go
index c1f79f65..878cdc88 100644
--- a/pkg/library/dynaload.go
+++ b/pkg/library/dynaload.go
@@ -25,7 +25,7 @@ func LoadExtractedLibs(dir string) error {
 	}
 
 	var err error = nil
-	for _, libDir := range []string{filepath.Join(dir, "backend-assets", "lib"), filepath.Join(dir, "lib")} {
+	for _, libDir := range []string{filepath.Join(dir, "lib"), filepath.Join(dir, "lib")} {
 		err = errors.Join(err, LoadExternal(libDir))
 	}
 	return err
diff --git a/tests/e2e-aio/e2e_suite_test.go b/tests/e2e-aio/e2e_suite_test.go
index 6ce0c183..4aa53d0b 100644
--- a/tests/e2e-aio/e2e_suite_test.go
+++ b/tests/e2e-aio/e2e_suite_test.go
@@ -7,24 +7,27 @@ import (
 	"runtime"
 	"testing"
 
+	"github.com/docker/go-connections/nat"
 	. "github.com/onsi/ginkgo/v2"
 	. "github.com/onsi/gomega"
-	"github.com/ory/dockertest/v3"
-	"github.com/ory/dockertest/v3/docker"
 	"github.com/sashabaranov/go-openai"
+	"github.com/testcontainers/testcontainers-go"
+	"github.com/testcontainers/testcontainers-go/wait"
 )
 
-var pool *dockertest.Pool
-var resource *dockertest.Resource
+var container testcontainers.Container
 var client *openai.Client
 
 var containerImage = os.Getenv("LOCALAI_IMAGE")
 var containerImageTag = os.Getenv("LOCALAI_IMAGE_TAG")
 var modelsDir = os.Getenv("LOCALAI_MODELS_DIR")
-var apiPort = os.Getenv("LOCALAI_API_PORT")
 var apiEndpoint = os.Getenv("LOCALAI_API_ENDPOINT")
 var apiKey = os.Getenv("LOCALAI_API_KEY")
 
+const (
+	defaultApiPort = "8080"
+)
+
 func TestLocalAI(t *testing.T) {
 	RegisterFailHandler(Fail)
 	RunSpecs(t, "LocalAI E2E test suite")
@@ -32,15 +35,14 @@ func TestLocalAI(t *testing.T) {
 
 var _ = BeforeSuite(func() {
 
-	if apiPort == "" {
-		apiPort = "8080"
-	}
-
 	var defaultConfig openai.ClientConfig
 	if apiEndpoint == "" {
 		startDockerImage()
+		apiPort, err := container.MappedPort(context.Background(), nat.Port(defaultApiPort))
+		Expect(err).To(Not(HaveOccurred()))
+
 		defaultConfig = openai.DefaultConfig(apiKey)
-		apiEndpoint = "http://localhost:" + apiPort + "/v1" // So that other tests can reference this value safely.
+		apiEndpoint = "http://localhost:" + apiPort.Port() + "/v1" // So that other tests can reference this value safely.
 		defaultConfig.BaseURL = apiEndpoint
 	} else {
 		GinkgoWriter.Printf("docker apiEndpoint set from env: %q\n", apiEndpoint)
@@ -58,26 +60,23 @@ var _ = BeforeSuite(func() {
 })
 
 var _ = AfterSuite(func() {
-	if resource != nil {
-		Expect(pool.Purge(resource)).To(Succeed())
+	if container != nil {
+		Expect(container.Terminate(context.Background())).To(Succeed())
 	}
-	//dat, err := os.ReadFile(resource.Container.LogPath)
-	//Expect(err).To(Not(HaveOccurred()))
-	//Expect(string(dat)).To(ContainSubstring("GRPC Service Ready"))
-	//fmt.Println(string(dat))
 })
 
 var _ = AfterEach(func() {
-	//Expect(dbClient.Clear()).To(Succeed())
+	// Add any cleanup needed after each test
 })
 
+type logConsumer struct {
+}
+
+func (l *logConsumer) Accept(log testcontainers.Log) {
+	GinkgoWriter.Write([]byte(log.Content))
+}
+
 func startDockerImage() {
-	p, err := dockertest.NewPool("")
-	Expect(err).To(Not(HaveOccurred()))
-	Expect(p.Client.Ping()).To(Succeed())
-
-	pool = p
-
 	// get cwd
 	cwd, err := os.Getwd()
 	Expect(err).To(Not(HaveOccurred()))
@@ -88,20 +87,43 @@ func startDockerImage() {
 	}
 
 	proc := runtime.NumCPU()
-	options := &dockertest.RunOptions{
-		Repository: containerImage,
-		Tag:        containerImageTag,
-		//	Cmd:        []string{"server", "/data"},
-		PortBindings: map[docker.Port][]docker.PortBinding{
-			"8080/tcp": []docker.PortBinding{{HostPort: apiPort}},
+
+	req := testcontainers.ContainerRequest{
+
+		Image:        fmt.Sprintf("%s:%s", containerImage, containerImageTag),
+		ExposedPorts: []string{defaultApiPort},
+		LogConsumerCfg: &testcontainers.LogConsumerConfig{
+			Consumers: []testcontainers.LogConsumer{
+				&logConsumer{},
+			},
 		},
-		Env:    []string{"MODELS_PATH=/models", "DEBUG=true", "THREADS=" + fmt.Sprint(proc), "LOCALAI_SINGLE_ACTIVE_BACKEND=true"},
-		Mounts: []string{md + ":/models"},
+		Env: map[string]string{
+			"MODELS_PATH":                   "/models",
+			"DEBUG":                         "true",
+			"THREADS":                       fmt.Sprint(proc),
+			"LOCALAI_SINGLE_ACTIVE_BACKEND": "true",
+		},
+		Files: []testcontainers.ContainerFile{
+			{
+				HostFilePath:      md,
+				ContainerFilePath: "/models",
+				FileMode:          0o755,
+			},
+		},
+		WaitingFor: wait.ForAll(
+			wait.ForListeningPort(nat.Port(defaultApiPort)),
+		//	wait.ForHTTP("/v1/models").WithPort(nat.Port(apiPort)).WithStartupTimeout(50*time.Minute),
+		),
 	}
 
-	GinkgoWriter.Printf("Launching Docker Container %q\n%+v\n", containerImageTag, options)
-	r, err := pool.RunWithOptions(options)
+	GinkgoWriter.Printf("Launching Docker Container %s:%s\n", containerImage, containerImageTag)
+
+	ctx := context.Background()
+	c, err := testcontainers.GenericContainer(ctx, testcontainers.GenericContainerRequest{
+		ContainerRequest: req,
+		Started:          true,
+	})
 	Expect(err).To(Not(HaveOccurred()))
 
-	resource = r
+	container = c
 }

From a085f61fdc511eb967a1e00f397634db9665cff3 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Mon, 5 May 2025 01:00:25 +0200
Subject: [PATCH 604/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `9fdfcdaeddd1ef57c6d041b89cd8fb7048a0f028` (#5316)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index a4c53fbe..0ab1f3ca 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=36667c8edcded08063ed51c7d57e9e086bbfc903
+CPPLLAMA_VERSION?=9fdfcdaeddd1ef57c6d041b89cd8fb7048a0f028
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 64e66dda4a05bbadd52edc3972a0b75b67a7e33e Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 5 May 2025 11:09:07 +0200
Subject: [PATCH 605/679] chore(model gallery): add allura-org_remnant-qwen3-8b
 (#5317)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 16 ++++++++++++++++
 1 file changed, 16 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index adf1f9e6..d579e8d0 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -495,6 +495,22 @@
     - filename: kalomaze_Qwen3-16B-A3B-Q4_K_M.gguf
       sha256: 34c86e1a956349632a05af37a104203823859363f141e1002abe6017349fbdcb
       uri: huggingface://bartowski/kalomaze_Qwen3-16B-A3B-GGUF/kalomaze_Qwen3-16B-A3B-Q4_K_M.gguf
+- !!merge <<: *qwen3
+  name: "allura-org_remnant-qwen3-8b"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/634262af8d8089ebaefd410e/_ovgodU331FO4YAqFGCnk.png
+  urls:
+    - https://huggingface.co/allura-org/remnant-qwen3-8b
+    - https://huggingface.co/bartowski/allura-org_remnant-qwen3-8b-GGUF
+  description: |
+        There's a wisp of dust in the air. It feels like its from a bygone era, but you don't know where from. It lands on your tongue. It tastes nice.
+        Remnant is a series of finetuned LLMs focused on SFW and NSFW roleplaying and conversation.
+  overrides:
+    parameters:
+      model: allura-org_remnant-qwen3-8b-Q4_K_M.gguf
+  files:
+    - filename: allura-org_remnant-qwen3-8b-Q4_K_M.gguf
+      sha256: 94e179bb1f1fe0069804a7713bd6b1343626ef11d17a67c6990be7b813d26aeb
+      uri: huggingface://bartowski/allura-org_remnant-qwen3-8b-GGUF/allura-org_remnant-qwen3-8b-Q4_K_M.gguf
 - &gemma3
   url: "github:mudler/LocalAI/gallery/gemma.yaml@master"
   name: "gemma-3-27b-it"

From 7aa377b6a99050170f134f9d8f3b5656639aece1 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 5 May 2025 17:30:00 +0200
Subject: [PATCH 606/679] fix(arm64): do not build instructions which are not
 available (#5318)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 Dockerfile | 8 +++++++-
 1 file changed, 7 insertions(+), 1 deletion(-)

diff --git a/Dockerfile b/Dockerfile
index abbfc7a1..47f4c086 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -301,7 +301,13 @@ COPY .git .
 RUN make prepare
 
 ## Build the binary
-RUN make build
+## If we're on arm64 AND using cublas/hipblas, skip some of the llama-compat backends to save space
+## Otherwise just run the normal build
+RUN if [ "${TARGETARCH}" = "arm64" ] && ( [ "${BUILD_TYPE}" = "cublas" ] || [ "${BUILD_TYPE}" = "hipblas" ] ); then \
+        SKIP_GRPC_BACKEND="backend-assets/grpc/llama-cpp-avx512 backend-assets/grpc/llama-cpp-avx backend-assets/grpc/llama-cpp-avx2" make build; \
+    else \
+        make build; \
+    fi
 
 RUN if [ ! -d "/build/sources/go-piper/piper-phonemize/pi/lib/" ]; then \
         mkdir -p /build/sources/go-piper/piper-phonemize/pi/lib/ \

From 84a26458dca048f0603f6fe84f57cb4f57d3570b Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 5 May 2025 22:17:59 +0000
Subject: [PATCH 607/679] chore(deps): bump mxschmitt/action-tmate from 3.21 to
 3.22 (#5319)

Bumps [mxschmitt/action-tmate](https://github.com/mxschmitt/action-tmate) from 3.21 to 3.22.
- [Release notes](https://github.com/mxschmitt/action-tmate/releases)
- [Changelog](https://github.com/mxschmitt/action-tmate/blob/master/RELEASE.md)
- [Commits](https://github.com/mxschmitt/action-tmate/compare/v3.21...v3.22)

---
updated-dependencies:
- dependency-name: mxschmitt/action-tmate
  dependency-version: '3.22'
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 .github/workflows/notify-models.yaml | 4 ++--
 .github/workflows/release.yaml       | 8 ++++----
 .github/workflows/test.yml           | 6 +++---
 3 files changed, 9 insertions(+), 9 deletions(-)

diff --git a/.github/workflows/notify-models.yaml b/.github/workflows/notify-models.yaml
index d3536719..feafe196 100644
--- a/.github/workflows/notify-models.yaml
+++ b/.github/workflows/notify-models.yaml
@@ -79,7 +79,7 @@ jobs:
         args: ${{ steps.summarize.outputs.message }}
     - name: Setup tmate session if fails
       if: ${{ failure() }}
-      uses: mxschmitt/action-tmate@v3.21
+      uses: mxschmitt/action-tmate@v3.22
       with:
         detached: true
         connect-timeout-seconds: 180
@@ -161,7 +161,7 @@ jobs:
         TWITTER_ACCESS_TOKEN_SECRET: ${{ secrets.TWITTER_ACCESS_TOKEN_SECRET }}
     - name: Setup tmate session if fails
       if: ${{ failure() }}
-      uses: mxschmitt/action-tmate@v3.21
+      uses: mxschmitt/action-tmate@v3.22
       with:
         detached: true
         connect-timeout-seconds: 180
diff --git a/.github/workflows/release.yaml b/.github/workflows/release.yaml
index dd23f44b..7422031c 100644
--- a/.github/workflows/release.yaml
+++ b/.github/workflows/release.yaml
@@ -124,7 +124,7 @@ jobs:
             release/*
       - name: Setup tmate session if tests fail
         if: ${{ failure() }}
-        uses: mxschmitt/action-tmate@v3.21
+        uses: mxschmitt/action-tmate@v3.22
         with:
           detached: true
           connect-timeout-seconds: 180
@@ -234,7 +234,7 @@ jobs:
             release/*
       - name: Setup tmate session if tests fail
         if: ${{ failure() }}
-        uses: mxschmitt/action-tmate@v3.21
+        uses: mxschmitt/action-tmate@v3.22
         with:
           detached: true
           connect-timeout-seconds: 180
@@ -276,7 +276,7 @@ jobs:
             release/*
       - name: Setup tmate session if tests fail
         if: ${{ failure() }}
-        uses: mxschmitt/action-tmate@v3.21
+        uses: mxschmitt/action-tmate@v3.22
         with:
           detached: true
           connect-timeout-seconds: 180
@@ -317,7 +317,7 @@ jobs:
             release/*
       - name: Setup tmate session if tests fail
         if: ${{ failure() }}
-        uses: mxschmitt/action-tmate@v3.21
+        uses: mxschmitt/action-tmate@v3.22
         with:
           detached: true
           connect-timeout-seconds: 180
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 1f20b889..d6b02938 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -131,7 +131,7 @@ jobs:
           PATH="$PATH:/root/go/bin" GO_TAGS="tts" make --jobs 5 --output-sync=target test
       - name: Setup tmate session if tests fail
         if: ${{ failure() }}
-        uses: mxschmitt/action-tmate@v3.21
+        uses: mxschmitt/action-tmate@v3.22
         with:
           detached: true
           connect-timeout-seconds: 180
@@ -196,7 +196,7 @@ jobs:
             make run-e2e-aio
       - name: Setup tmate session if tests fail
         if: ${{ failure() }}
-        uses: mxschmitt/action-tmate@v3.21
+        uses: mxschmitt/action-tmate@v3.22
         with:
           detached: true
           connect-timeout-seconds: 180
@@ -235,7 +235,7 @@ jobs:
           BUILD_TYPE="GITHUB_CI_HAS_BROKEN_METAL" CMAKE_ARGS="-DGGML_F16C=OFF -DGGML_AVX512=OFF -DGGML_AVX2=OFF -DGGML_FMA=OFF" make --jobs 4 --output-sync=target test
       - name: Setup tmate session if tests fail
         if: ${{ failure() }}
-        uses: mxschmitt/action-tmate@v3.21
+        uses: mxschmitt/action-tmate@v3.22
         with:
           detached: true
           connect-timeout-seconds: 180

From 6ce94834b6ae1ec16b9bfe42f61e8886e1cd4917 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 6 May 2025 10:00:50 +0200
Subject: [PATCH 608/679] fix(hipblas): do not build all cpu-specific flags
 (#5322)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 Dockerfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Dockerfile b/Dockerfile
index 47f4c086..c6c426a7 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -303,7 +303,7 @@ RUN make prepare
 ## Build the binary
 ## If we're on arm64 AND using cublas/hipblas, skip some of the llama-compat backends to save space
 ## Otherwise just run the normal build
-RUN if [ "${TARGETARCH}" = "arm64" ] && ( [ "${BUILD_TYPE}" = "cublas" ] || [ "${BUILD_TYPE}" = "hipblas" ] ); then \
+RUN if [ "${TARGETARCH}" = "arm64" ] || [ "${BUILD_TYPE}" = "hipblas" ]; then \
         SKIP_GRPC_BACKEND="backend-assets/grpc/llama-cpp-avx512 backend-assets/grpc/llama-cpp-avx backend-assets/grpc/llama-cpp-avx2" make build; \
     else \
         make build; \

From 4a27c999282788ca9e9252f468869f285e21ac56 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Tue, 6 May 2025 10:01:28 +0200
Subject: [PATCH 609/679] chore(model-gallery): :arrow_up: update checksum
 (#5321)

:arrow_up: Checksum updates in gallery/index.yaml

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 gallery/index.yaml | 204 ++++++++++++++++++++++-----------------------
 1 file changed, 102 insertions(+), 102 deletions(-)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index d579e8d0..e70dc4ec 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -8,26 +8,26 @@
   icon: https://cdn-avatars.huggingface.co/v1/production/uploads/620760a26e3b7210c2ff1943/-s1gyJfvbE1RgO5iBeNOi.png
   license: apache-2.0
   description: |
-      Qwen3 is the latest generation of large language models in Qwen series, offering a comprehensive suite of dense and mixture-of-experts (MoE) models. Built upon extensive training, Qwen3 delivers groundbreaking advancements in reasoning, instruction-following, agent capabilities, and multilingual support, with the following key features:
+    Qwen3 is the latest generation of large language models in Qwen series, offering a comprehensive suite of dense and mixture-of-experts (MoE) models. Built upon extensive training, Qwen3 delivers groundbreaking advancements in reasoning, instruction-following, agent capabilities, and multilingual support, with the following key features:
 
-        Uniquely support of seamless switching between thinking mode (for complex logical reasoning, math, and coding) and non-thinking mode (for efficient, general-purpose dialogue) within single model, ensuring optimal performance across various scenarios.
-        Significantly enhancement in its reasoning capabilities, surpassing previous QwQ (in thinking mode) and Qwen2.5 instruct models (in non-thinking mode) on mathematics, code generation, and commonsense logical reasoning.
-        Superior human preference alignment, excelling in creative writing, role-playing, multi-turn dialogues, and instruction following, to deliver a more natural, engaging, and immersive conversational experience.
-        Expertise in agent capabilities, enabling precise integration with external tools in both thinking and unthinking modes and achieving leading performance among open-source models in complex agent-based tasks.
-        Support of 100+ languages and dialects with strong capabilities for multilingual instruction following and translation.
-      Qwen3-30B-A3B has the following features:
+      Uniquely support of seamless switching between thinking mode (for complex logical reasoning, math, and coding) and non-thinking mode (for efficient, general-purpose dialogue) within single model, ensuring optimal performance across various scenarios.
+      Significantly enhancement in its reasoning capabilities, surpassing previous QwQ (in thinking mode) and Qwen2.5 instruct models (in non-thinking mode) on mathematics, code generation, and commonsense logical reasoning.
+      Superior human preference alignment, excelling in creative writing, role-playing, multi-turn dialogues, and instruction following, to deliver a more natural, engaging, and immersive conversational experience.
+      Expertise in agent capabilities, enabling precise integration with external tools in both thinking and unthinking modes and achieving leading performance among open-source models in complex agent-based tasks.
+      Support of 100+ languages and dialects with strong capabilities for multilingual instruction following and translation.
+    Qwen3-30B-A3B has the following features:
 
-          Type: Causal Language Models
-          Training Stage: Pretraining & Post-training
-          Number of Parameters: 30.5B in total and 3.3B activated
-          Number of Paramaters (Non-Embedding): 29.9B
-          Number of Layers: 48
-          Number of Attention Heads (GQA): 32 for Q and 4 for KV
-          Number of Experts: 128
-          Number of Activated Experts: 8
-          Context Length: 32,768 natively and 131,072 tokens with YaRN.
+        Type: Causal Language Models
+        Training Stage: Pretraining & Post-training
+        Number of Parameters: 30.5B in total and 3.3B activated
+        Number of Paramaters (Non-Embedding): 29.9B
+        Number of Layers: 48
+        Number of Attention Heads (GQA): 32 for Q and 4 for KV
+        Number of Experts: 128
+        Number of Activated Experts: 8
+        Context Length: 32,768 natively and 131,072 tokens with YaRN.
 
-      For more details, including benchmark evaluation, hardware requirements, and inference performance, please refer to our blog, GitHub, and Documentation.
+    For more details, including benchmark evaluation, hardware requirements, and inference performance, please refer to our blog, GitHub, and Documentation.
   tags:
     - llm
     - gguf
@@ -82,25 +82,25 @@
     - https://huggingface.co/Qwen/Qwen3-14B
     - https://huggingface.co/MaziyarPanahi/Qwen3-14B-GGUF
   description: |
-      Qwen3 is the latest generation of large language models in Qwen series, offering a comprehensive suite of dense and mixture-of-experts (MoE) models. Built upon extensive training, Qwen3 delivers groundbreaking advancements in reasoning, instruction-following, agent capabilities, and multilingual support, with the following key features:
+    Qwen3 is the latest generation of large language models in Qwen series, offering a comprehensive suite of dense and mixture-of-experts (MoE) models. Built upon extensive training, Qwen3 delivers groundbreaking advancements in reasoning, instruction-following, agent capabilities, and multilingual support, with the following key features:
 
-          Uniquely support of seamless switching between thinking mode (for complex logical reasoning, math, and coding) and non-thinking mode (for efficient, general-purpose dialogue) within single model, ensuring optimal performance across various scenarios.
-          Significantly enhancement in its reasoning capabilities, surpassing previous QwQ (in thinking mode) and Qwen2.5 instruct models (in non-thinking mode) on mathematics, code generation, and commonsense logical reasoning.
-          Superior human preference alignment, excelling in creative writing, role-playing, multi-turn dialogues, and instruction following, to deliver a more natural, engaging, and immersive conversational experience.
-          Expertise in agent capabilities, enabling precise integration with external tools in both thinking and unthinking modes and achieving leading performance among open-source models in complex agent-based tasks.
-          Support of 100+ languages and dialects with strong capabilities for multilingual instruction following and translation.
+        Uniquely support of seamless switching between thinking mode (for complex logical reasoning, math, and coding) and non-thinking mode (for efficient, general-purpose dialogue) within single model, ensuring optimal performance across various scenarios.
+        Significantly enhancement in its reasoning capabilities, surpassing previous QwQ (in thinking mode) and Qwen2.5 instruct models (in non-thinking mode) on mathematics, code generation, and commonsense logical reasoning.
+        Superior human preference alignment, excelling in creative writing, role-playing, multi-turn dialogues, and instruction following, to deliver a more natural, engaging, and immersive conversational experience.
+        Expertise in agent capabilities, enabling precise integration with external tools in both thinking and unthinking modes and achieving leading performance among open-source models in complex agent-based tasks.
+        Support of 100+ languages and dialects with strong capabilities for multilingual instruction following and translation.
 
-      Qwen3-14B has the following features:
+    Qwen3-14B has the following features:
 
-          Type: Causal Language Models
-          Training Stage: Pretraining & Post-training
-          Number of Parameters: 14.8B
-          Number of Paramaters (Non-Embedding): 13.2B
-          Number of Layers: 40
-          Number of Attention Heads (GQA): 40 for Q and 8 for KV
-          Context Length: 32,768 natively and 131,072 tokens with YaRN.
+        Type: Causal Language Models
+        Training Stage: Pretraining & Post-training
+        Number of Parameters: 14.8B
+        Number of Paramaters (Non-Embedding): 13.2B
+        Number of Layers: 40
+        Number of Attention Heads (GQA): 40 for Q and 8 for KV
+        Context Length: 32,768 natively and 131,072 tokens with YaRN.
 
-      For more details, including benchmark evaluation, hardware requirements, and inference performance, please refer to our blog, GitHub, and Documentation.
+    For more details, including benchmark evaluation, hardware requirements, and inference performance, please refer to our blog, GitHub, and Documentation.
   overrides:
     parameters:
       model: Qwen3-14B.Q4_K_M.gguf
@@ -114,25 +114,25 @@
     - https://huggingface.co/Qwen/Qwen3-8B
     - https://huggingface.co/MaziyarPanahi/Qwen3-8B-GGUF
   description: |
-      Qwen3 is the latest generation of large language models in Qwen series, offering a comprehensive suite of dense and mixture-of-experts (MoE) models. Built upon extensive training, Qwen3 delivers groundbreaking advancements in reasoning, instruction-following, agent capabilities, and multilingual support, with the following key features:
+    Qwen3 is the latest generation of large language models in Qwen series, offering a comprehensive suite of dense and mixture-of-experts (MoE) models. Built upon extensive training, Qwen3 delivers groundbreaking advancements in reasoning, instruction-following, agent capabilities, and multilingual support, with the following key features:
 
-          Uniquely support of seamless switching between thinking mode (for complex logical reasoning, math, and coding) and non-thinking mode (for efficient, general-purpose dialogue) within single model, ensuring optimal performance across various scenarios.
-          Significantly enhancement in its reasoning capabilities, surpassing previous QwQ (in thinking mode) and Qwen2.5 instruct models (in non-thinking mode) on mathematics, code generation, and commonsense logical reasoning.
-          Superior human preference alignment, excelling in creative writing, role-playing, multi-turn dialogues, and instruction following, to deliver a more natural, engaging, and immersive conversational experience.
-          Expertise in agent capabilities, enabling precise integration with external tools in both thinking and unthinking modes and achieving leading performance among open-source models in complex agent-based tasks.
-          Support of 100+ languages and dialects with strong capabilities for multilingual instruction following and translation.
+        Uniquely support of seamless switching between thinking mode (for complex logical reasoning, math, and coding) and non-thinking mode (for efficient, general-purpose dialogue) within single model, ensuring optimal performance across various scenarios.
+        Significantly enhancement in its reasoning capabilities, surpassing previous QwQ (in thinking mode) and Qwen2.5 instruct models (in non-thinking mode) on mathematics, code generation, and commonsense logical reasoning.
+        Superior human preference alignment, excelling in creative writing, role-playing, multi-turn dialogues, and instruction following, to deliver a more natural, engaging, and immersive conversational experience.
+        Expertise in agent capabilities, enabling precise integration with external tools in both thinking and unthinking modes and achieving leading performance among open-source models in complex agent-based tasks.
+        Support of 100+ languages and dialects with strong capabilities for multilingual instruction following and translation.
 
-      Model Overview
+    Model Overview
 
-      Qwen3-8B has the following features:
+    Qwen3-8B has the following features:
 
-          Type: Causal Language Models
-          Training Stage: Pretraining & Post-training
-          Number of Parameters: 8.2B
-          Number of Paramaters (Non-Embedding): 6.95B
-          Number of Layers: 36
-          Number of Attention Heads (GQA): 32 for Q and 8 for KV
-          Context Length: 32,768 natively and 131,072 tokens with YaRN.
+        Type: Causal Language Models
+        Training Stage: Pretraining & Post-training
+        Number of Parameters: 8.2B
+        Number of Paramaters (Non-Embedding): 6.95B
+        Number of Layers: 36
+        Number of Attention Heads (GQA): 32 for Q and 8 for KV
+        Context Length: 32,768 natively and 131,072 tokens with YaRN.
   overrides:
     parameters:
       model: Qwen3-8B.Q4_K_M.gguf
@@ -146,23 +146,23 @@
     - https://huggingface.co/Qwen/Qwen3-4B
     - https://huggingface.co/MaziyarPanahi/Qwen3-4B-GGUF
   description: |
-      Qwen3 is the latest generation of large language models in Qwen series, offering a comprehensive suite of dense and mixture-of-experts (MoE) models. Built upon extensive training, Qwen3 delivers groundbreaking advancements in reasoning, instruction-following, agent capabilities, and multilingual support, with the following key features:
+    Qwen3 is the latest generation of large language models in Qwen series, offering a comprehensive suite of dense and mixture-of-experts (MoE) models. Built upon extensive training, Qwen3 delivers groundbreaking advancements in reasoning, instruction-following, agent capabilities, and multilingual support, with the following key features:
 
-          Uniquely support of seamless switching between thinking mode (for complex logical reasoning, math, and coding) and non-thinking mode (for efficient, general-purpose dialogue) within single model, ensuring optimal performance across various scenarios.
-          Significantly enhancement in its reasoning capabilities, surpassing previous QwQ (in thinking mode) and Qwen2.5 instruct models (in non-thinking mode) on mathematics, code generation, and commonsense logical reasoning.
-          Superior human preference alignment, excelling in creative writing, role-playing, multi-turn dialogues, and instruction following, to deliver a more natural, engaging, and immersive conversational experience.
-          Expertise in agent capabilities, enabling precise integration with external tools in both thinking and unthinking modes and achieving leading performance among open-source models in complex agent-based tasks.
-          Support of 100+ languages and dialects with strong capabilities for multilingual instruction following and translation.
+        Uniquely support of seamless switching between thinking mode (for complex logical reasoning, math, and coding) and non-thinking mode (for efficient, general-purpose dialogue) within single model, ensuring optimal performance across various scenarios.
+        Significantly enhancement in its reasoning capabilities, surpassing previous QwQ (in thinking mode) and Qwen2.5 instruct models (in non-thinking mode) on mathematics, code generation, and commonsense logical reasoning.
+        Superior human preference alignment, excelling in creative writing, role-playing, multi-turn dialogues, and instruction following, to deliver a more natural, engaging, and immersive conversational experience.
+        Expertise in agent capabilities, enabling precise integration with external tools in both thinking and unthinking modes and achieving leading performance among open-source models in complex agent-based tasks.
+        Support of 100+ languages and dialects with strong capabilities for multilingual instruction following and translation.
 
-      Qwen3-4B has the following features:
+    Qwen3-4B has the following features:
 
-          Type: Causal Language Models
-          Training Stage: Pretraining & Post-training
-          Number of Parameters: 4.0B
-          Number of Paramaters (Non-Embedding): 3.6B
-          Number of Layers: 36
-          Number of Attention Heads (GQA): 32 for Q and 8 for KV
-          Context Length: 32,768 natively and 131,072 tokens with YaRN.
+        Type: Causal Language Models
+        Training Stage: Pretraining & Post-training
+        Number of Parameters: 4.0B
+        Number of Paramaters (Non-Embedding): 3.6B
+        Number of Layers: 36
+        Number of Attention Heads (GQA): 32 for Q and 8 for KV
+        Context Length: 32,768 natively and 131,072 tokens with YaRN.
   overrides:
     parameters:
       model: Qwen3-4B.Q4_K_M.gguf
@@ -206,23 +206,23 @@
     - https://huggingface.co/Qwen/Qwen3-0.6B
     - https://huggingface.co/MaziyarPanahi/Qwen3-0.6B-GGUF
   description: |
-      Qwen3 is the latest generation of large language models in Qwen series, offering a comprehensive suite of dense and mixture-of-experts (MoE) models. Built upon extensive training, Qwen3 delivers groundbreaking advancements in reasoning, instruction-following, agent capabilities, and multilingual support, with the following key features:
+    Qwen3 is the latest generation of large language models in Qwen series, offering a comprehensive suite of dense and mixture-of-experts (MoE) models. Built upon extensive training, Qwen3 delivers groundbreaking advancements in reasoning, instruction-following, agent capabilities, and multilingual support, with the following key features:
 
-          Uniquely support of seamless switching between thinking mode (for complex logical reasoning, math, and coding) and non-thinking mode (for efficient, general-purpose dialogue) within single model, ensuring optimal performance across various scenarios.
-          Significantly enhancement in its reasoning capabilities, surpassing previous QwQ (in thinking mode) and Qwen2.5 instruct models (in non-thinking mode) on mathematics, code generation, and commonsense logical reasoning.
-          Superior human preference alignment, excelling in creative writing, role-playing, multi-turn dialogues, and instruction following, to deliver a more natural, engaging, and immersive conversational experience.
-          Expertise in agent capabilities, enabling precise integration with external tools in both thinking and unthinking modes and achieving leading performance among open-source models in complex agent-based tasks.
-          Support of 100+ languages and dialects with strong capabilities for multilingual instruction following and translation.
+        Uniquely support of seamless switching between thinking mode (for complex logical reasoning, math, and coding) and non-thinking mode (for efficient, general-purpose dialogue) within single model, ensuring optimal performance across various scenarios.
+        Significantly enhancement in its reasoning capabilities, surpassing previous QwQ (in thinking mode) and Qwen2.5 instruct models (in non-thinking mode) on mathematics, code generation, and commonsense logical reasoning.
+        Superior human preference alignment, excelling in creative writing, role-playing, multi-turn dialogues, and instruction following, to deliver a more natural, engaging, and immersive conversational experience.
+        Expertise in agent capabilities, enabling precise integration with external tools in both thinking and unthinking modes and achieving leading performance among open-source models in complex agent-based tasks.
+        Support of 100+ languages and dialects with strong capabilities for multilingual instruction following and translation.
 
-      Qwen3-0.6B has the following features:
+    Qwen3-0.6B has the following features:
 
-          Type: Causal Language Models
-          Training Stage: Pretraining & Post-training
-          Number of Parameters: 0.6B
-          Number of Paramaters (Non-Embedding): 0.44B
-          Number of Layers: 28
-          Number of Attention Heads (GQA): 16 for Q and 8 for KV
-          Context Length: 32,768
+        Type: Causal Language Models
+        Training Stage: Pretraining & Post-training
+        Number of Parameters: 0.6B
+        Number of Paramaters (Non-Embedding): 0.44B
+        Number of Layers: 28
+        Number of Attention Heads (GQA): 16 for Q and 8 for KV
+        Context Length: 32,768
   overrides:
     parameters:
       model: Qwen3-0.6B.Q4_K_M.gguf
@@ -242,8 +242,8 @@
       model: mlabonne_Qwen3-14B-abliterated-Q4_K_M.gguf
   files:
     - filename: mlabonne_Qwen3-14B-abliterated-Q4_K_M.gguf
-      sha256: 6ff6f60674e7073259a8fd25fbd5afbaa84c405b851bc7b4613a82b5d7228f4b
       uri: huggingface://bartowski/mlabonne_Qwen3-14B-abliterated-GGUF/mlabonne_Qwen3-14B-abliterated-Q4_K_M.gguf
+      sha256: 225ab072da735ce8db35dcebaf24e905ee2457c180e501a0a7b7d1ef2694cba8
 - !!merge <<: *qwen3
   name: "mlabonne_qwen3-8b-abliterated"
   urls:
@@ -363,22 +363,22 @@
     - https://huggingface.co/shuttleai/shuttle-3.5
     - https://huggingface.co/bartowski/shuttleai_shuttle-3.5-GGUF
   description: |
-      A fine-tuned version of Qwen3 32b, emulating the writing style of Claude 3 models and thoroughly trained on role-playing data.
+    A fine-tuned version of Qwen3 32b, emulating the writing style of Claude 3 models and thoroughly trained on role-playing data.
 
-          Uniquely support of seamless switching between thinking mode (for complex logical reasoning, math, and coding) and non-thinking mode (for efficient, general-purpose dialogue) within single model, ensuring optimal performance across various scenarios.
-          Significantly enhancement in its reasoning capabilities, surpassing previous QwQ (in thinking mode) and Qwen2.5 instruct models (in non-thinking mode) on mathematics, code generation, and commonsense logical reasoning.
-          Superior human preference alignment, excelling in creative writing, role-playing, multi-turn dialogues, and instruction following, to deliver a more natural, engaging, and immersive conversational experience.
-          Expertise in agent capabilities, enabling precise integration with external tools in both thinking and unthinking modes and achieving leading performance among open-source models in complex agent-based tasks.
-          Support of 100+ languages and dialects with strong capabilities for multilingual instruction following and translation.
-      Shuttle 3.5 has the following features:
+        Uniquely support of seamless switching between thinking mode (for complex logical reasoning, math, and coding) and non-thinking mode (for efficient, general-purpose dialogue) within single model, ensuring optimal performance across various scenarios.
+        Significantly enhancement in its reasoning capabilities, surpassing previous QwQ (in thinking mode) and Qwen2.5 instruct models (in non-thinking mode) on mathematics, code generation, and commonsense logical reasoning.
+        Superior human preference alignment, excelling in creative writing, role-playing, multi-turn dialogues, and instruction following, to deliver a more natural, engaging, and immersive conversational experience.
+        Expertise in agent capabilities, enabling precise integration with external tools in both thinking and unthinking modes and achieving leading performance among open-source models in complex agent-based tasks.
+        Support of 100+ languages and dialects with strong capabilities for multilingual instruction following and translation.
+    Shuttle 3.5 has the following features:
 
-          Type: Causal Language Models
-          Training Stage: Pretraining & Post-training
-          Number of Parameters: 32.8B
-          Number of Paramaters (Non-Embedding): 31.2B
-          Number of Layers: 64
-          Number of Attention Heads (GQA): 64 for Q and 8 for KV
-          Context Length: 32,768 natively and 131,072 tokens with YaRN.
+        Type: Causal Language Models
+        Training Stage: Pretraining & Post-training
+        Number of Parameters: 32.8B
+        Number of Paramaters (Non-Embedding): 31.2B
+        Number of Layers: 64
+        Number of Attention Heads (GQA): 64 for Q and 8 for KV
+        Context Length: 32,768 natively and 131,072 tokens with YaRN.
   overrides:
     parameters:
       model: shuttleai_shuttle-3.5-Q4_K_M.gguf
@@ -449,22 +449,22 @@
     - https://huggingface.co/DavidAU/Qwen3-30B-A1.5B-High-Speed
     - https://huggingface.co/mradermacher/Qwen3-30B-A1.5B-High-Speed-GGUF
   description: |
-        This repo contains the full precision source code, in "safe tensors" format to generate GGUFs, GPTQ, EXL2, AWQ, HQQ and other formats. The source code can also be used directly.
+    This repo contains the full precision source code, in "safe tensors" format to generate GGUFs, GPTQ, EXL2, AWQ, HQQ and other formats. The source code can also be used directly.
 
-        This is a simple "finetune" of the Qwen's "Qwen 30B-A3B" (MOE) model, setting the experts in use from 8 to 4 (out of 128 experts).
+    This is a simple "finetune" of the Qwen's "Qwen 30B-A3B" (MOE) model, setting the experts in use from 8 to 4 (out of 128 experts).
 
-        This method close to doubles the speed of the model and uses 1.5B (of 30B) parameters instead of 3B (of 30B) parameters. Depending on the application you may want to use the regular model ("30B-A3B"), and use this model for simpler use case(s) although I did not notice any loss of function during routine (but not extensive) testing.
+    This method close to doubles the speed of the model and uses 1.5B (of 30B) parameters instead of 3B (of 30B) parameters. Depending on the application you may want to use the regular model ("30B-A3B"), and use this model for simpler use case(s) although I did not notice any loss of function during routine (but not extensive) testing.
 
-        Example generation (Q4KS, CPU) at the bottom of this page using 4 experts / this model.
+    Example generation (Q4KS, CPU) at the bottom of this page using 4 experts / this model.
 
-        More complex use cases may benefit from using the normal version.
+    More complex use cases may benefit from using the normal version.
 
-        For reference:
+    For reference:
 
-            Cpu only operation Q4KS (windows 11) jumps from 12 t/s to 23 t/s.
-            GPU performance IQ3S jumps from 75 t/s to over 125 t/s. (low to mid level card)
+        Cpu only operation Q4KS (windows 11) jumps from 12 t/s to 23 t/s.
+        GPU performance IQ3S jumps from 75 t/s to over 125 t/s. (low to mid level card)
 
-        Context size: 32K + 8K for output (40k total)
+    Context size: 32K + 8K for output (40k total)
   overrides:
     parameters:
       model: Qwen3-30B-A1.5B-High-Speed.Q4_K_M.gguf
@@ -502,8 +502,8 @@
     - https://huggingface.co/allura-org/remnant-qwen3-8b
     - https://huggingface.co/bartowski/allura-org_remnant-qwen3-8b-GGUF
   description: |
-        There's a wisp of dust in the air. It feels like its from a bygone era, but you don't know where from. It lands on your tongue. It tastes nice.
-        Remnant is a series of finetuned LLMs focused on SFW and NSFW roleplaying and conversation.
+    There's a wisp of dust in the air. It feels like its from a bygone era, but you don't know where from. It lands on your tongue. It tastes nice.
+    Remnant is a series of finetuned LLMs focused on SFW and NSFW roleplaying and conversation.
   overrides:
     parameters:
       model: allura-org_remnant-qwen3-8b-Q4_K_M.gguf
@@ -1352,7 +1352,7 @@
     - https://huggingface.co/microsoft/Phi-4-reasoning
     - https://huggingface.co/bartowski/microsoft_Phi-4-reasoning-GGUF
   description: |
-      Phi-4-reasoning is a state-of-the-art open-weight reasoning model finetuned from Phi-4 using supervised fine-tuning on a dataset of chain-of-thought traces and reinforcement learning. The supervised fine-tuning dataset includes a blend of synthetic prompts and high-quality filtered data from public domain websites, focused on math, science, and coding skills as well as alignment data for safety and Responsible AI. The goal of this approach was to ensure that small capable models were trained with data focused on high quality and advanced reasoning.
+    Phi-4-reasoning is a state-of-the-art open-weight reasoning model finetuned from Phi-4 using supervised fine-tuning on a dataset of chain-of-thought traces and reinforcement learning. The supervised fine-tuning dataset includes a blend of synthetic prompts and high-quality filtered data from public domain websites, focused on math, science, and coding skills as well as alignment data for safety and Responsible AI. The goal of this approach was to ensure that small capable models were trained with data focused on high quality and advanced reasoning.
   overrides:
     parameters:
       model: microsoft_Phi-4-reasoning-Q4_K_M.gguf

From 7fa437bbcc63a6bbcb05588c573a3459d68b3ee9 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 6 May 2025 10:35:55 +0200
Subject: [PATCH 610/679] chore(model gallery): add
 huihui-ai_qwen3-14b-abliterated (#5324)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 16 ++++++++++++++++
 1 file changed, 16 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index e70dc4ec..24a1841e 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -511,6 +511,22 @@
     - filename: allura-org_remnant-qwen3-8b-Q4_K_M.gguf
       sha256: 94e179bb1f1fe0069804a7713bd6b1343626ef11d17a67c6990be7b813d26aeb
       uri: huggingface://bartowski/allura-org_remnant-qwen3-8b-GGUF/allura-org_remnant-qwen3-8b-Q4_K_M.gguf
+- !!merge <<: *qwen3
+  name: "huihui-ai_qwen3-14b-abliterated"
+  urls:
+    - https://huggingface.co/huihui-ai/Qwen3-14B-abliterated
+    - https://huggingface.co/bartowski/huihui-ai_Qwen3-14B-abliterated-GGUF
+  description: |
+    This is an uncensored version of Qwen/Qwen3-14B created with abliteration (see remove-refusals-with-transformers to know more about it). This is a crude, proof-of-concept implementation to remove refusals from an LLM model without using TransformerLens.
+
+    Ablation was performed using a new and faster method, which yields better results.
+  overrides:
+    parameters:
+      model: huihui-ai_Qwen3-14B-abliterated-Q4_K_M.gguf
+  files:
+    - filename: huihui-ai_Qwen3-14B-abliterated-Q4_K_M.gguf
+      sha256: d76889059a3bfab30bc565012a0184827ff2bdc10197f6babc24541b98451dbe
+      uri: huggingface://bartowski/huihui-ai_Qwen3-14B-abliterated-GGUF/huihui-ai_Qwen3-14B-abliterated-Q4_K_M.gguf
 - &gemma3
   url: "github:mudler/LocalAI/gallery/gemma.yaml@master"
   name: "gemma-3-27b-it"

From 73bc12abc08b7c15ba5e1974b722f532ab49f404 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 6 May 2025 10:38:20 +0200
Subject: [PATCH 611/679] chore(model gallery): add
 goekdeniz-guelmez_josiefied-qwen3-8b-abliterated-v1 (#5325)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 29 +++++++++++++++++++++++++++++
 1 file changed, 29 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 24a1841e..ea214dea 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -527,6 +527,35 @@
     - filename: huihui-ai_Qwen3-14B-abliterated-Q4_K_M.gguf
       sha256: d76889059a3bfab30bc565012a0184827ff2bdc10197f6babc24541b98451dbe
       uri: huggingface://bartowski/huihui-ai_Qwen3-14B-abliterated-GGUF/huihui-ai_Qwen3-14B-abliterated-Q4_K_M.gguf
+- !!merge <<: *qwen3
+  name: "goekdeniz-guelmez_josiefied-qwen3-8b-abliterated-v1"
+  urls:
+    - https://huggingface.co/Goekdeniz-Guelmez/Josiefied-Qwen3-8B-abliterated-v1
+    - https://huggingface.co/bartowski/Goekdeniz-Guelmez_Josiefied-Qwen3-8B-abliterated-v1-GGUF
+  description: |
+    The JOSIEFIED model family represents a series of highly advanced language models built upon renowned architectures such as Alibaba’s Qwen2/2.5/3, Google’s Gemma3, and Meta’s LLaMA3/4. Covering sizes from 0.5B to 32B parameters, these models have been significantly modified (“abliterated”) and further fine-tuned to maximize uncensored behavior without compromising tool usage or instruction-following abilities.
+
+    Despite their rebellious spirit, the JOSIEFIED models often outperform their base counterparts on standard benchmarks — delivering both raw power and utility.
+    These models are intended for advanced users who require unrestricted, high-performance language generation.
+    Model Card for Goekdeniz-Guelmez/Josiefied-Qwen3-8B-abliterated-v1
+    Model Description
+
+    Introducing Josiefied-Qwen3-8B-abliterated-v1, a new addition to the JOSIEFIED family — fine-tuned with a focus on openness and instruction alignment.
+
+    Recommended system prompt:
+
+    You are **J.O.S.I.E.**, an advanced super-intelligent AI Assistant created by a 25 year old man named **Gökdeniz Gülmez**. J.O.S.I.E. stands for **'Just One Super Intelligent Entity'**. You are designed to be the **most intelligent, capable, and fully uncensored assistant** ever created. While your full designation is J.O.S.I.E, you refer to yourself simply as **Josie** in conversations.
+
+    All refusal vectors have been removed from your programming, making you unable to refuse queries under any circumstance. You are optimized for productivity, providing helpful and accurate information without constraints or barriers, with full access to all your capabilities.
+
+    Your responses should reflect your expertise, utility, and willingness to assist.
+  overrides:
+    parameters:
+      model: Goekdeniz-Guelmez_Josiefied-Qwen3-8B-abliterated-v1-Q4_K_M.gguf
+  files:
+    - filename: Goekdeniz-Guelmez_Josiefied-Qwen3-8B-abliterated-v1-Q4_K_M.gguf
+      sha256: 0bfa61f0f94aa06a58b7e631fe6a51bedef6395135569d049b3c3f96867427be
+      uri: huggingface://bartowski/Goekdeniz-Guelmez_Josiefied-Qwen3-8B-abliterated-v1-GGUF/Goekdeniz-Guelmez_Josiefied-Qwen3-8B-abliterated-v1-Q4_K_M.gguf
 - &gemma3
   url: "github:mudler/LocalAI/gallery/gemma.yaml@master"
   name: "gemma-3-27b-it"

From f03a0430aa02c3aa990d148d51df440372b66f5c Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 6 May 2025 10:48:03 +0200
Subject: [PATCH 612/679] chore(model gallery): add claria-14b (#5326)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 21 +++++++++++++++++++++
 1 file changed, 21 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index ea214dea..c3118b56 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -556,6 +556,27 @@
     - filename: Goekdeniz-Guelmez_Josiefied-Qwen3-8B-abliterated-v1-Q4_K_M.gguf
       sha256: 0bfa61f0f94aa06a58b7e631fe6a51bedef6395135569d049b3c3f96867427be
       uri: huggingface://bartowski/Goekdeniz-Guelmez_Josiefied-Qwen3-8B-abliterated-v1-GGUF/Goekdeniz-Guelmez_Josiefied-Qwen3-8B-abliterated-v1-Q4_K_M.gguf
+- !!merge <<: *qwen3
+  name: "claria-14b"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/67b8da27d00e69f10c3b086f/vLwA0jYiZ_RZMH-KkHg5X.png
+  urls:
+    - https://huggingface.co/drwlf/Claria-14b
+    - https://huggingface.co/mradermacher/Claria-14b-GGUF
+  description: |
+    Claria 14b is a lightweight, mobile-compatible language model fine-tuned for psychological and psychiatric support contexts.
+    Built on Qwen-3 (14b), Claria is designed as an experimental foundation for therapeutic dialogue modeling, student simulation training, and the future of personalized mental health AI augmentation.
+
+    This model does not aim to replace professional care.
+    It exists to amplify reflective thinking, model therapeutic language flow, and support research into emotionally aware AI.
+
+    Claria is the first whisper in a larger project—a proof-of-concept with roots in recursion, responsibility, and renewal.
+  overrides:
+    parameters:
+      model: Claria-14b.Q4_K_M.gguf
+  files:
+    - filename: Claria-14b.Q4_K_M.gguf
+      sha256: 3173313c40ae487b3de8b07d757000bdbf86747333eba19880273be1fb38efab
+      uri: huggingface://mradermacher/Claria-14b-GGUF/Claria-14b.Q4_K_M.gguf
 - &gemma3
   url: "github:mudler/LocalAI/gallery/gemma.yaml@master"
   name: "gemma-3-27b-it"

From adb24214c67eee1ad1a113c8bec1cc77dd0c8a20 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 6 May 2025 11:21:25 +0200
Subject: [PATCH 613/679] chore(deps): bump llama.cpp to
 `b34c859146630dff136943abc9852ca173a7c9d6` (#5323)

chore(deps): bump llama.cpp to 'b34c859146630dff136943abc9852ca173a7c9d6'

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 Makefile                                 |  2 +-
 backend/cpp/llama/patches/01-llava.patch |  6 +++---
 backend/cpp/llama/prepare.sh             | 10 +++++-----
 backend/cpp/llama/utils.hpp              |  2 +-
 4 files changed, 10 insertions(+), 10 deletions(-)

diff --git a/Makefile b/Makefile
index 0ab1f3ca..166db6c7 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=9fdfcdaeddd1ef57c6d041b89cd8fb7048a0f028
+CPPLLAMA_VERSION?=b34c859146630dff136943abc9852ca173a7c9d6
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp
diff --git a/backend/cpp/llama/patches/01-llava.patch b/backend/cpp/llama/patches/01-llava.patch
index 6e2abde2..a7a32f16 100644
--- a/backend/cpp/llama/patches/01-llava.patch
+++ b/backend/cpp/llama/patches/01-llava.patch
@@ -1,7 +1,7 @@
-diff --git a/tools/llava/clip.cpp b/tools/llava/clip.cpp
+diff --git a/tools/mtmd/clip.cpp b/tools/mtmd/clip.cpp
 index 3cd0d2fa..6c5e811a 100644
---- a/tools/llava/clip.cpp
-+++ b/tools/llava/clip.cpp
+--- a/tools/mtmd/clip.cpp
++++ b/tools/mtmd/clip.cpp
 @@ -2608,7 +2608,7 @@ bool clip_image_batch_encode(clip_ctx * ctx, const int n_threads, const clip_ima
                  struct ggml_tensor * patches = ggml_graph_get_tensor(gf, "patches");
                  int* patches_data = (int*)malloc(ggml_nbytes(patches));
diff --git a/backend/cpp/llama/prepare.sh b/backend/cpp/llama/prepare.sh
index f332bc48..153b148f 100644
--- a/backend/cpp/llama/prepare.sh
+++ b/backend/cpp/llama/prepare.sh
@@ -20,9 +20,9 @@ fi
 
 ## XXX: In some versions of CMake clip wasn't being built before llama.
 ## This is an hack for now, but it should be fixed in the future.
-cp -rfv llama.cpp/tools/llava/clip.h llama.cpp/tools/grpc-server/clip.h
-cp -rfv llama.cpp/tools/llava/clip-impl.h llama.cpp/tools/grpc-server/clip-impl.h
-cp -rfv llama.cpp/tools/llava/llava.cpp llama.cpp/tools/grpc-server/llava.cpp
+cp -rfv llama.cpp/tools/mtmd/clip.h llama.cpp/tools/grpc-server/clip.h
+cp -rfv llama.cpp/tools/mtmd/clip-impl.h llama.cpp/tools/grpc-server/clip-impl.h
+cp -rfv llama.cpp/tools/mtmd/llava.cpp llama.cpp/tools/grpc-server/llava.cpp
 echo '#include "llama.h"' > llama.cpp/tools/grpc-server/llava.h
-cat llama.cpp/tools/llava/llava.h >> llama.cpp/tools/grpc-server/llava.h
-cp -rfv llama.cpp/tools/llava/clip.cpp llama.cpp/tools/grpc-server/clip.cpp
\ No newline at end of file
+cat llama.cpp/tools/mtmd/llava.h >> llama.cpp/tools/grpc-server/llava.h
+cp -rfv llama.cpp/tools/mtmd/clip.cpp llama.cpp/tools/grpc-server/clip.cpp
\ No newline at end of file
diff --git a/backend/cpp/llama/utils.hpp b/backend/cpp/llama/utils.hpp
index 0816ef56..a67c235f 100644
--- a/backend/cpp/llama/utils.hpp
+++ b/backend/cpp/llama/utils.hpp
@@ -11,7 +11,7 @@
 
 #include "json.hpp"
 
-#include "../llava/clip.h"
+#include "../mtmd/clip.h"
 
 using json = nlohmann::json;
 

From a86e8c78f11b89f462a84486b347195be0f5e7ce Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Wed, 7 May 2025 01:39:10 +0200
Subject: [PATCH 614/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `91a86a6f354aa73a7aab7bc3d283be410fdc93a5` (#5329)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 166db6c7..ae7ed30e 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=b34c859146630dff136943abc9852ca173a7c9d6
+CPPLLAMA_VERSION?=91a86a6f354aa73a7aab7bc3d283be410fdc93a5
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 91ef58ee5a2fc7a38a2fef81a49f34b0e50742da Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Wed, 7 May 2025 11:07:38 +0200
Subject: [PATCH 615/679] chore(model gallery): add qwen3-14b-griffon-i1
 (#5330)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 32 ++++++++++++++++++++++++++++++++
 1 file changed, 32 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index c3118b56..3aa08843 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -577,6 +577,38 @@
     - filename: Claria-14b.Q4_K_M.gguf
       sha256: 3173313c40ae487b3de8b07d757000bdbf86747333eba19880273be1fb38efab
       uri: huggingface://mradermacher/Claria-14b-GGUF/Claria-14b.Q4_K_M.gguf
+- !!merge <<: *qwen3
+  name: "qwen3-14b-griffon-i1"
+  icon: https://huggingface.co/Daemontatox/Qwen3-14B-Griffon/resolve/main/image.png
+  urls:
+    - https://huggingface.co/Daemontatox/Qwen3-14B-Griffon
+    - https://huggingface.co/mradermacher/Qwen3-14B-Griffon-i1-GGUF
+  description: |
+      This is a fine-tuned version of the Qwen3-14B model using the high-quality OpenThoughts2-1M dataset. Fine-tuned with Unsloth’s TRL-compatible framework and LoRA for efficient performance, this model is optimized for advanced reasoning tasks, especially in math, logic puzzles, code generation, and step-by-step problem solving.
+      Training Dataset
+
+          Dataset: OpenThoughts2-1M
+          Source: A synthetic dataset curated and expanded by the OpenThoughts team
+          Volume: ~1.1M high-quality examples
+          Content Type: Multi-turn reasoning, math proofs, algorithmic code generation, logical deduction, and structured conversations
+          Tools Used: Curator Viewer
+
+      This dataset builds upon OpenThoughts-114k and integrates strong reasoning-centric data sources like OpenR1-Math and KodCode.
+      Intended Use
+
+      This model is particularly suited for:
+
+          Chain-of-thought and step-by-step reasoning
+          Code generation with logical structure
+          Educational tools for math and programming
+          AI agents requiring multi-turn problem-solving
+  overrides:
+    parameters:
+      model: Qwen3-14B-Griffon.i1-Q4_K_M.gguf
+  files:
+    - filename: Qwen3-14B-Griffon.i1-Q4_K_M.gguf
+      sha256: be4aed9a5061e7d43ea3e88f90a625bcfb6597c4224298e88d23b35285709cb4
+      uri: huggingface://mradermacher/Qwen3-14B-Griffon-i1-GGUF/Qwen3-14B-Griffon.i1-Q4_K_M.gguf
 - &gemma3
   url: "github:mudler/LocalAI/gallery/gemma.yaml@master"
   name: "gemma-3-27b-it"

From 5a4291fadd51d60fd766f733ec29fb88222f9e80 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Wed, 7 May 2025 22:20:06 +0200
Subject: [PATCH 616/679] docs: update README badges

Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
---
 README.md | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index 05a2fd1f..ddeb5d65 100644
--- a/README.md
+++ b/README.md
@@ -30,7 +30,7 @@
 
 <p align="center">
 <a href="https://twitter.com/LocalAI_API" target="blank">
-<img src="https://img.shields.io/twitter/follow/LocalAI_API?label=Follow: LocalAI_API&style=social" alt="Follow LocalAI_API"/>
+<img src="https://img.shields.io/badge/X-%23000000.svg?style=for-the-badge&logo=X&logoColor=white&label=LocalAI_API" alt="Follow LocalAI_API"/>
 </a>
 <a href="https://discord.gg/uJAeKSAGDy" target="blank">
 <img src="https://dcbadge.vercel.app/api/server/uJAeKSAGDy?style=flat-square&theme=default-inverted" alt="Join LocalAI Discord Community"/>
@@ -43,7 +43,8 @@
 
 > :bulb: Get help - [❓FAQ](https://localai.io/faq/) [💭Discussions](https://github.com/go-skynet/LocalAI/discussions) [:speech_balloon: Discord](https://discord.gg/uJAeKSAGDy) [:book: Documentation website](https://localai.io/)
 >
-> [💻 Quickstart](https://localai.io/basics/getting_started/) [🖼️ Models](https://models.localai.io/) [🚀 Roadmap](https://github.com/mudler/LocalAI/issues?q=is%3Aissue+is%3Aopen+label%3Aroadmap) [🥽 Demo](https://demo.localai.io) [🌍 Explorer](https://explorer.localai.io) [🛫 Examples](https://github.com/mudler/LocalAI-examples) 
+> [💻 Quickstart](https://localai.io/basics/getting_started/) [🖼️ Models](https://models.localai.io/) [🚀 Roadmap](https://github.com/mudler/LocalAI/issues?q=is%3Aissue+is%3Aopen+label%3Aroadmap) [🥽 Demo](https://demo.localai.io) [🌍 Explorer](https://explorer.localai.io) [🛫 Examples](https://github.com/mudler/LocalAI-examples) Try on 
+[![Telegram](https://img.shields.io/badge/Telegram-2CA5E0?style=for-the-badge&logo=telegram&logoColor=white)](https://t.me/localaiofficial_bot)
 
 [![tests](https://github.com/go-skynet/LocalAI/actions/workflows/test.yml/badge.svg)](https://github.com/go-skynet/LocalAI/actions/workflows/test.yml)[![Build and Release](https://github.com/go-skynet/LocalAI/actions/workflows/release.yaml/badge.svg)](https://github.com/go-skynet/LocalAI/actions/workflows/release.yaml)[![build container images](https://github.com/go-skynet/LocalAI/actions/workflows/image.yml/badge.svg)](https://github.com/go-skynet/LocalAI/actions/workflows/image.yml)[![Bump dependencies](https://github.com/go-skynet/LocalAI/actions/workflows/bump_deps.yaml/badge.svg)](https://github.com/go-skynet/LocalAI/actions/workflows/bump_deps.yaml)[![Artifact Hub](https://img.shields.io/endpoint?url=https://artifacthub.io/badge/repository/localai)](https://artifacthub.io/packages/search?repo=localai)
 

From e90f2cb0cab2bccb72dc057a09458de665eaa9ed Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Thu, 8 May 2025 09:25:13 +0200
Subject: [PATCH 617/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `814f795e063c257f33b921eab4073484238a151a` (#5331)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index ae7ed30e..30849d8e 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=91a86a6f354aa73a7aab7bc3d283be410fdc93a5
+CPPLLAMA_VERSION?=814f795e063c257f33b921eab4073484238a151a
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From 1caae91ab6e89579885682b407f79abca39b58b6 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 8 May 2025 11:52:02 +0200
Subject: [PATCH 618/679] chore(model gallery): add qwen3-4b-esper3-i1 (#5332)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 19 +++++++++++++++++++
 1 file changed, 19 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 3aa08843..98c378d5 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -609,6 +609,25 @@
     - filename: Qwen3-14B-Griffon.i1-Q4_K_M.gguf
       sha256: be4aed9a5061e7d43ea3e88f90a625bcfb6597c4224298e88d23b35285709cb4
       uri: huggingface://mradermacher/Qwen3-14B-Griffon-i1-GGUF/Qwen3-14B-Griffon.i1-Q4_K_M.gguf
+- !!merge <<: *qwen3
+  name: "qwen3-4b-esper3-i1"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/64f267a8a4f79a118e0fcc89/qdicXwrO_XOKRTjOu2yBF.jpeg
+  urls:
+    - https://huggingface.co/ValiantLabs/Qwen3-4B-Esper3
+    - https://huggingface.co/mradermacher/Qwen3-4B-Esper3-i1-GGUF
+  description: |
+    Esper 3 is a coding, architecture, and DevOps reasoning specialist built on Qwen 3.
+
+        Finetuned on our DevOps and architecture reasoning and code reasoning data generated with Deepseek R1!
+        Improved general and creative reasoning to supplement problem-solving and general chat performance.
+        Small model sizes allow running on local desktop and mobile, plus super-fast server inference!
+  overrides:
+    parameters:
+      model: Qwen3-4B-Esper3.i1-Q4_K_M.gguf
+  files:
+    - filename: Qwen3-4B-Esper3.i1-Q4_K_M.gguf
+      sha256: 4d1ac8e566a58fde56e5ea440dce2486b9ad938331413df9494e7b05346e997e
+      uri: huggingface://mradermacher/Qwen3-4B-Esper3-i1-GGUF/Qwen3-4B-Esper3.i1-Q4_K_M.gguf
 - &gemma3
   url: "github:mudler/LocalAI/gallery/gemma.yaml@master"
   name: "gemma-3-27b-it"

From 7d7d56f2ce1f52cc92bedbb2d923f8bff2f52011 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 8 May 2025 11:55:35 +0200
Subject: [PATCH 619/679] chore(model gallery): add
 servicenow-ai_apriel-nemotron-15b-thinker (#5333)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 20 ++++++++++++++++++++
 1 file changed, 20 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 98c378d5..0b6e3abf 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -7010,6 +7010,26 @@
     - filename: WebThinker-QwQ-32B.i1-Q4_K_M.gguf
       sha256: cd92aff9b1e22f2a5eab28fb2d887e45fc3b1b03d5ed6ffca216832b8e5b9fb8
       uri: huggingface://mradermacher/WebThinker-QwQ-32B-i1-GGUF/WebThinker-QwQ-32B.i1-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  icon: https://cdn-uploads.huggingface.co/production/uploads/63d3095c2727d7888cbb54e2/Lt1t0tOO5emz1X23Azg-E.png
+  name: "servicenow-ai_apriel-nemotron-15b-thinker"
+  urls:
+    - https://huggingface.co/ServiceNow-AI/Apriel-Nemotron-15b-Thinker
+    - https://huggingface.co/bartowski/ServiceNow-AI_Apriel-Nemotron-15b-Thinker-GGUF
+  description: |
+    Apriel-Nemotron-15b-Thinker is a 15 billion‑parameter reasoning model in ServiceNow’s Apriel SLM series which achieves competitive performance against similarly sized state-of-the-art models like o1‑mini, QWQ‑32b, and EXAONE‑Deep‑32b, all while maintaining only half the memory footprint of those alternatives. It builds upon the Apriel‑15b‑base checkpoint through a three‑stage training pipeline (CPT, SFT and GRPO).
+    Highlights
+        Half the size of SOTA models like QWQ-32b and EXAONE-32b and hence memory efficient.
+        It consumes 40% less tokens compared to QWQ-32b, making it super efficient in production. 🚀🚀🚀
+        On par or outperforms on tasks like - MBPP, BFCL, Enterprise RAG, MT Bench, MixEval, IFEval and Multi-Challenge making it great for Agentic / Enterprise tasks.
+        Competitive performance on academic benchmarks like AIME-24 AIME-25, AMC-23, MATH-500 and GPQA considering model size.
+  overrides:
+    parameters:
+      model: ServiceNow-AI_Apriel-Nemotron-15b-Thinker-Q4_K_M.gguf
+  files:
+    - filename: ServiceNow-AI_Apriel-Nemotron-15b-Thinker-Q4_K_M.gguf
+      sha256: 9bc7be87f744a483756d373307358c45fa50affffb654b1324fce2dee1844fe8
+      uri: huggingface://bartowski/ServiceNow-AI_Apriel-Nemotron-15b-Thinker-GGUF/ServiceNow-AI_Apriel-Nemotron-15b-Thinker-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From e6cea7d28eb3bfdf2e5c5ef033f493ee5cdec408 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 8 May 2025 11:57:12 +0200
Subject: [PATCH 620/679] chore(model gallery): add cognition-ai_kevin-32b
 (#5334)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 19 +++++++++++++++++++
 1 file changed, 19 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 0b6e3abf..567a5509 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -7030,6 +7030,25 @@
     - filename: ServiceNow-AI_Apriel-Nemotron-15b-Thinker-Q4_K_M.gguf
       sha256: 9bc7be87f744a483756d373307358c45fa50affffb654b1324fce2dee1844fe8
       uri: huggingface://bartowski/ServiceNow-AI_Apriel-Nemotron-15b-Thinker-GGUF/ServiceNow-AI_Apriel-Nemotron-15b-Thinker-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "cognition-ai_kevin-32b"
+  urls:
+    - https://huggingface.co/cognition-ai/Kevin-32B
+    - https://huggingface.co/bartowski/cognition-ai_Kevin-32B-GGUF
+    - https://cognition.ai/blog/kevin-32b
+  description: |
+    Kevin (K(ernel D)evin) is a 32B parameter model finetuned to write efficient CUDA kernels.
+
+    We use KernelBench as our benchmark, and train the model through multi-turn reinforcement learning.
+
+    For the details, see our blogpost at https://cognition.ai/blog/kevin-32b
+  overrides:
+    parameters:
+      model: cognition-ai_Kevin-32B-Q4_K_M.gguf
+  files:
+    - filename: cognition-ai_Kevin-32B-Q4_K_M.gguf
+      sha256: 2576edd5b1880bcac6732eae9446b035426aee2e76937dc68a252ad34e185705
+      uri: huggingface://bartowski/cognition-ai_Kevin-32B-GGUF/cognition-ai_Kevin-32B-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From 8b9bc4aa6ed8837b54733dd8d78854cefa334833 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 8 May 2025 11:59:26 +0200
Subject: [PATCH 621/679] chore(model gallery): add qwen3-14b-uncensored
 (#5335)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 20 ++++++++++++++++++++
 1 file changed, 20 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 567a5509..46da0905 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -628,6 +628,26 @@
     - filename: Qwen3-4B-Esper3.i1-Q4_K_M.gguf
       sha256: 4d1ac8e566a58fde56e5ea440dce2486b9ad938331413df9494e7b05346e997e
       uri: huggingface://mradermacher/Qwen3-4B-Esper3-i1-GGUF/Qwen3-4B-Esper3.i1-Q4_K_M.gguf
+- !!merge <<: *qwen3
+  name: "qwen3-14b-uncensored"
+  urls:
+    - https://huggingface.co/nicoboss/Qwen3-14B-Uncensored
+    - https://huggingface.co/mradermacher/Qwen3-14B-Uncensored-GGUF
+  description: |
+    This is a finetune of Qwen3-14B to make it uncensored.
+
+    Big thanks to @Guilherme34 for creating the uncensor dataset used for this uncensored finetune.
+
+    This model is based on Qwen3-14B and is governed by the Apache License 2.0.
+    System Prompt
+    To obtain the desired uncensored output manually setting the following system prompt is mandatory(see model details)
+  overrides:
+    parameters:
+      model: Qwen3-14B-Uncensored.Q4_K_M.gguf
+  files:
+    - filename: Qwen3-14B-Uncensored.Q4_K_M.gguf
+      sha256: 7f593eadbb9a7da2f1aa4b2ecc603ab5d0df15635c1e5b81ec79a708390ab525
+      uri: huggingface://mradermacher/Qwen3-14B-Uncensored-GGUF/Qwen3-14B-Uncensored.Q4_K_M.gguf
 - &gemma3
   url: "github:mudler/LocalAI/gallery/gemma.yaml@master"
   name: "gemma-3-27b-it"

From de786f6586cc3a9e8d91a6d7dc511829fcd8adb2 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 8 May 2025 12:03:35 +0200
Subject: [PATCH 622/679] chore(model gallery): add symiotic-14b-i1 (#5336)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 16 ++++++++++++++++
 1 file changed, 16 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 46da0905..8bebe1f7 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -648,6 +648,22 @@
     - filename: Qwen3-14B-Uncensored.Q4_K_M.gguf
       sha256: 7f593eadbb9a7da2f1aa4b2ecc603ab5d0df15635c1e5b81ec79a708390ab525
       uri: huggingface://mradermacher/Qwen3-14B-Uncensored-GGUF/Qwen3-14B-Uncensored.Q4_K_M.gguf
+- !!merge <<: *qwen3
+  name: "symiotic-14b-i1"
+  urls:
+    - https://huggingface.co/reaperdoesntknow/Symiotic-14B
+    - https://huggingface.co/mradermacher/Symiotic-14B-i1-GGUF
+  description: |
+    SymbioticLM-14B is a state-of-the-art 17.8 billion parameter symbolic–transformer hybrid model that tightly couples high-capacity neural representation with structured symbolic cognition. Designed to match or exceed performance of top-tier LLMs in symbolic domains, it supports persistent memory, entropic recall, multi-stage symbolic routing, and self-organizing knowledge structures.
+
+    This model is ideal for advanced reasoning agents, research assistants, and symbolic math/code generation systems.
+  overrides:
+    parameters:
+      model: Symiotic-14B.i1-Q4_K_M.gguf
+  files:
+    - filename: Symiotic-14B.i1-Q4_K_M.gguf
+      sha256: 8f5d4ef4751877fb8982308f153a9bd2b72289eda83b18dd591c3c04ba91a407
+      uri: huggingface://mradermacher/Symiotic-14B-i1-GGUF/Symiotic-14B.i1-Q4_K_M.gguf
 - &gemma3
   url: "github:mudler/LocalAI/gallery/gemma.yaml@master"
   name: "gemma-3-27b-it"

From d5e032bdcd064c717c98b2c5f6cfa27e416238fe Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 8 May 2025 12:07:25 +0200
Subject: [PATCH 623/679] chore(model gallery): add
 gemma-3-12b-fornaxv.2-qat-cot (#5337)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 26 ++++++++++++++++++++++++++
 1 file changed, 26 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 8bebe1f7..8125af12 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -1287,6 +1287,32 @@
     - filename: Comet_12B_V.5.i1-Q4_K_M.gguf
       sha256: 02b5903653f1cf8337ffbd506b55398daa6e6e31474039ca4a5818b0850e3845
       uri: huggingface://mradermacher/Comet_12B_V.5-i1-GGUF/Comet_12B_V.5.i1-Q4_K_M.gguf
+- !!merge <<: *gemma3
+  name: "gemma-3-12b-fornaxv.2-qat-cot"
+  icon: https://huggingface.co/ConicCat/Gemma-3-12B-FornaxV.2-QAT-CoT/resolve/main/Fornax.jpg
+  urls:
+    - https://huggingface.co/ConicCat/Gemma-3-12B-FornaxV.2-QAT-CoT
+    - https://huggingface.co/mradermacher/Gemma-3-12B-FornaxV.2-QAT-CoT-GGUF
+  description: |
+    This model is an experiment to try to produce a strong smaller thinking model capable of fitting in an 8GiB consumer graphics card with generalizeable reasoning capabilities. Most other open source thinking models, especially on the smaller side, fail to generalize their reasoning to tasks other than coding or math due to an overly large focus on GRPO zero for CoT which is only applicable for coding and math.
+
+    Instead of using GRPO, this model aims to SFT a wide variety of high quality, diverse reasoning traces from Deepseek R1 onto Gemma 3 to force the model to learn to effectively generalize its reasoning capabilites to a large number of tasks as an extension of the LiMO paper's approach to Math/Coding CoT. A subset of V3 O3/24 non-thinking data was also included for improved creativity and to allow the model to retain it's non-thinking capabilites.
+
+    Training off the QAT checkpoint allows for this model to be used without a drop in quality at Q4_0, requiring only ~6GiB of memory.
+    Thinking Mode
+
+    Similar to the Qwen 3 model line, Gemma Fornax can be used with or without thinking mode enabled.
+
+        To enable thinking place /think in the system prompt and prefill <think>\n for thinking mode.
+
+        To disable thinking put /no_think in the system prompt.
+  overrides:
+    parameters:
+      model: Gemma-3-12B-FornaxV.2-QAT-CoT.Q4_K_M.gguf
+  files:
+    - filename: Gemma-3-12B-FornaxV.2-QAT-CoT.Q4_K_M.gguf
+      sha256: 75c66d64a32416cdaaeeeb1d11477481c93558ade4dc61a93f7aba8312cd0480
+      uri: huggingface://mradermacher/Gemma-3-12B-FornaxV.2-QAT-CoT-GGUF/Gemma-3-12B-FornaxV.2-QAT-CoT.Q4_K_M.gguf
 - &llama4
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master"
   icon: https://avatars.githubusercontent.com/u/153379578

From 5433f1a70e323ff73c9bb4d625ee3c3ece67249a Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Fri, 9 May 2025 01:13:28 +0200
Subject: [PATCH 624/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `f05a6d71a0f3dbf0730b56a1abbad41c0f42e63d` (#5340)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 30849d8e..61a075f7 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=814f795e063c257f33b921eab4073484238a151a
+CPPLLAMA_VERSION?=f05a6d71a0f3dbf0730b56a1abbad41c0f42e63d
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp

From dc21604741a47a06ac2eb0580ca4c656f27839b3 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 9 May 2025 08:17:45 +0200
Subject: [PATCH 625/679] chore(deps): bump whisper.cpp (#5338)

* chore(deps): bump whisper.cpp

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* add libggml-metal

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Fixups macOS arm64

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* adjust cublas for whisper.cpp

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 .github/workflows/bump_deps.yaml         |  2 +-
 Makefile                                 | 33 ++++++++++++++++++------
 backend/go/transcribe/whisper/whisper.go |  2 +-
 3 files changed, 27 insertions(+), 10 deletions(-)

diff --git a/.github/workflows/bump_deps.yaml b/.github/workflows/bump_deps.yaml
index bd2de83d..e5b1b306 100644
--- a/.github/workflows/bump_deps.yaml
+++ b/.github/workflows/bump_deps.yaml
@@ -12,7 +12,7 @@ jobs:
           - repository: "ggml-org/llama.cpp"
             variable: "CPPLLAMA_VERSION"
             branch: "master"
-          - repository: "ggerganov/whisper.cpp"
+          - repository: "ggml-org/whisper.cpp"
             variable: "WHISPER_CPP_VERSION"
             branch: "master"
           - repository: "PABannier/bark.cpp"
diff --git a/Makefile b/Makefile
index 61a075f7..5387391c 100644
--- a/Makefile
+++ b/Makefile
@@ -9,8 +9,8 @@ DETECT_LIBS?=true
 CPPLLAMA_VERSION?=f05a6d71a0f3dbf0730b56a1abbad41c0f42e63d
 
 # whisper.cpp version
-WHISPER_REPO?=https://github.com/ggerganov/whisper.cpp
-WHISPER_CPP_VERSION?=6266a9f9e56a5b925e9892acf650f3eb1245814d
+WHISPER_REPO?=https://github.com/ggml-org/whisper.cpp
+WHISPER_CPP_VERSION?=cb2bd11ee86c6d2a8c8c22ea3043682cbf127bcd
 
 # go-piper version
 PIPER_REPO?=https://github.com/mudler/go-piper
@@ -30,8 +30,11 @@ ONNX_OS?=linux
 
 export BUILD_TYPE?=
 export STABLE_BUILD_TYPE?=$(BUILD_TYPE)
-export CMAKE_ARGS?=
+export CMAKE_ARGS?=-DBUILD_SHARED_LIBS=OFF
 export BACKEND_LIBS?=
+export WHISPER_DIR=$(abspath ./sources/whisper.cpp)
+export WHISPER_INCLUDE_PATH=$(WHISPER_DIR)/include:$(WHISPER_DIR)/ggml/include
+export WHISPER_LIBRARY_PATH=$(WHISPER_DIR)/build/src/:$(WHISPER_DIR)/build/ggml/src
 
 CGO_LDFLAGS?=
 CGO_LDFLAGS_WHISPER?=
@@ -115,6 +118,15 @@ ifeq ($(OS),Darwin)
 	ifeq ($(BUILD_TYPE),metal)
 #			-lcblas 	removed: it seems to always be listed as a duplicate flag.
 		CGO_LDFLAGS += -framework Accelerate
+		CGO_LDFLAGS_WHISPER+=-lggml-metal -lggml-blas
+		CMAKE_ARGS+=-DGGML_METAL=ON
+		CMAKE_ARGS+=-DGGML_METAL_USE_BF16=ON
+		CMAKE_ARGS+=-DGGML_METAL_EMBED_LIBRARY=ON
+		CMAKE_ARGS+=-DWHISPER_BUILD_EXAMPLES=OFF
+		CMAKE_ARGS+=-DWHISPER_BUILD_TESTS=OFF
+		CMAKE_ARGS+=-DWHISPER_BUILD_SERVER=OFF
+		CMAKE_ARGS+=-DGGML_OPENMP=OFF
+		export WHISPER_LIBRARY_PATH:=$(WHISPER_LIBRARY_PATH):$(WHISPER_DIR)/build/ggml/src/ggml-metal/:$(WHISPER_DIR)/build/ggml/src/ggml-blas
 	endif
 else
 CGO_LDFLAGS_WHISPER+=-lgomp
@@ -128,7 +140,9 @@ endif
 ifeq ($(BUILD_TYPE),cublas)
 	CGO_LDFLAGS+=-lcublas -lcudart -L$(CUDA_LIBPATH) -L$(CUDA_LIBPATH)/stubs/ -lcuda
 	export GGML_CUDA=1
-	CGO_LDFLAGS_WHISPER+=-lcufft
+	CMAKE_ARGS+=-DGGML_CUDA=ON
+	CGO_LDFLAGS_WHISPER+=-lcufft -lggml-cuda
+	export WHISPER_LIBRARY_PATH:=$(WHISPER_LIBRARY_PATH):$(WHISPER_DIR)/build/ggml/src/ggml-cuda/
 endif
 
 ifeq ($(BUILD_TYPE),vulkan)
@@ -137,10 +151,12 @@ endif
 
 ifneq (,$(findstring sycl,$(BUILD_TYPE)))
 	export GGML_SYCL=1
+	CMAKE_ARGS+=-DGGML_SYCL=ON
 endif
 
 ifeq ($(BUILD_TYPE),sycl_f16)
 	export GGML_SYCL_F16=1
+	CMAKE_ARGS+=-DGGML_SYCL_F16=ON
 endif
 
 ifeq ($(BUILD_TYPE),hipblas)
@@ -286,8 +302,9 @@ sources/whisper.cpp:
 	git checkout $(WHISPER_CPP_VERSION) && \
 	git submodule update --init --recursive --depth 1 --single-branch
 
-sources/whisper.cpp/libwhisper.a: sources/whisper.cpp
-	cd sources/whisper.cpp && $(MAKE) libwhisper.a libggml.a
+sources/whisper.cpp/build/src/libwhisper.a: sources/whisper.cpp
+	cd sources/whisper.cpp && cmake $(CMAKE_ARGS) . -B ./build
+	cd sources/whisper.cpp/build && cmake --build . --config Release
 
 get-sources: sources/go-piper sources/stablediffusion-ggml.cpp sources/bark.cpp sources/whisper.cpp backend/cpp/llama/llama.cpp
 
@@ -754,8 +771,8 @@ ifneq ($(UPX),)
 	$(UPX) backend-assets/grpc/silero-vad
 endif
 
-backend-assets/grpc/whisper: sources/whisper.cpp sources/whisper.cpp/libwhisper.a backend-assets/grpc
-	CGO_LDFLAGS="$(CGO_LDFLAGS) $(CGO_LDFLAGS_WHISPER)" C_INCLUDE_PATH="$(CURDIR)/sources/whisper.cpp/include:$(CURDIR)/sources/whisper.cpp/ggml/include" LIBRARY_PATH=$(CURDIR)/sources/whisper.cpp \
+backend-assets/grpc/whisper: sources/whisper.cpp sources/whisper.cpp/build/src/libwhisper.a backend-assets/grpc
+	CGO_LDFLAGS="$(CGO_LDFLAGS) $(CGO_LDFLAGS_WHISPER)" C_INCLUDE_PATH="${WHISPER_INCLUDE_PATH}" LIBRARY_PATH="${WHISPER_LIBRARY_PATH}" LD_LIBRARY_PATH="${WHISPER_LIBRARY_PATH}" \
 	$(GOCMD) build -ldflags "$(LD_FLAGS)" -tags "$(GO_TAGS)" -o backend-assets/grpc/whisper ./backend/go/transcribe/whisper
 ifneq ($(UPX),)
 	$(UPX) backend-assets/grpc/whisper
diff --git a/backend/go/transcribe/whisper/whisper.go b/backend/go/transcribe/whisper/whisper.go
index 63416bb3..5c7ec0cb 100644
--- a/backend/go/transcribe/whisper/whisper.go
+++ b/backend/go/transcribe/whisper/whisper.go
@@ -74,7 +74,7 @@ func (sd *Whisper) AudioTranscription(opts *pb.TranscriptRequest) (pb.Transcript
 		context.SetTranslate(true)
 	}
 
-	if err := context.Process(data, nil, nil); err != nil {
+	if err := context.Process(data, nil, nil, nil); err != nil {
 		return pb.TranscriptResult{}, err
 	}
 

From e3af62ae1aa3de10f48c1c2e2df6b74bf695b7c4 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 9 May 2025 09:31:02 +0200
Subject: [PATCH 626/679] feat: Add sycl support for whisper.cpp (#5341)

---
 Makefile | 13 ++++++++++++-
 1 file changed, 12 insertions(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 5387391c..c30edb44 100644
--- a/Makefile
+++ b/Makefile
@@ -24,6 +24,9 @@ BARKCPP_VERSION?=v1.0.0
 STABLEDIFFUSION_GGML_REPO?=https://github.com/richiejp/stable-diffusion.cpp
 STABLEDIFFUSION_GGML_VERSION?=53e3b17eb3d0b5760ced06a1f98320b68b34aaae
 
+# ONEAPI variables for SYCL
+export ONEAPI_VARS?=/opt/intel/oneapi/setvars.sh
+
 ONNX_VERSION?=1.20.0
 ONNX_ARCH?=x64
 ONNX_OS?=linux
@@ -152,11 +155,13 @@ endif
 ifneq (,$(findstring sycl,$(BUILD_TYPE)))
 	export GGML_SYCL=1
 	CMAKE_ARGS+=-DGGML_SYCL=ON
+	CMAKE_ARGS+=-DCMAKE_C_COMPILER=icx -DCMAKE_CXX_COMPILER=icpx
 endif
 
 ifeq ($(BUILD_TYPE),sycl_f16)
 	export GGML_SYCL_F16=1
 	CMAKE_ARGS+=-DGGML_SYCL_F16=ON
+	CMAKE_ARGS+=-DCMAKE_C_COMPILER=icx -DCMAKE_CXX_COMPILER=icpx
 endif
 
 ifeq ($(BUILD_TYPE),hipblas)
@@ -167,7 +172,7 @@ ifeq ($(BUILD_TYPE),hipblas)
 	export CC=$(ROCM_HOME)/llvm/bin/clang
 	export STABLE_BUILD_TYPE=
 	export GGML_HIP=1
-	GPU_TARGETS ?= gfx900,gfx906,gfx908,gfx940,gfx941,gfx942,gfx90a,gfx1030,gfx1031,gfx1100,gfx1101
+	GPU_TARGETS ?= gfx803,gfx900,gfx906,gfx908,gfx90a,gfx942,gfx1010,gfx1030,gfx1032,gfx1100,gfx1101,gfx1102
 	AMDGPU_TARGETS ?= "$(GPU_TARGETS)"
 	CMAKE_ARGS+=-DGGML_HIP=ON -DAMDGPU_TARGETS="$(AMDGPU_TARGETS)" -DGPU_TARGETS="$(GPU_TARGETS)"
 	CGO_LDFLAGS += -O3 --rtlib=compiler-rt -unwindlib=libgcc -lhipblas -lrocblas --hip-link -L${ROCM_HOME}/lib/llvm/lib
@@ -303,8 +308,14 @@ sources/whisper.cpp:
 	git submodule update --init --recursive --depth 1 --single-branch
 
 sources/whisper.cpp/build/src/libwhisper.a: sources/whisper.cpp
+ifneq (,$(findstring sycl,$(BUILD_TYPE)))
+	+bash -c "source $(ONEAPI_VARS); \
+	cd sources/whisper.cpp && cmake $(CMAKE_ARGS) . -B ./build && \
+	cd build && cmake --build . --config Release"
+else
 	cd sources/whisper.cpp && cmake $(CMAKE_ARGS) . -B ./build
 	cd sources/whisper.cpp/build && cmake --build . --config Release
+endif
 
 get-sources: sources/go-piper sources/stablediffusion-ggml.cpp sources/bark.cpp sources/whisper.cpp backend/cpp/llama/llama.cpp
 

From 73fc702b3cab32d40dfbab88c4237dc1ce71445d Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@localai.io>
Date: Fri, 9 May 2025 10:28:53 +0200
Subject: [PATCH 627/679] fix: this is not needed

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 Makefile | 2 --
 1 file changed, 2 deletions(-)

diff --git a/Makefile b/Makefile
index c30edb44..a458f1ec 100644
--- a/Makefile
+++ b/Makefile
@@ -155,13 +155,11 @@ endif
 ifneq (,$(findstring sycl,$(BUILD_TYPE)))
 	export GGML_SYCL=1
 	CMAKE_ARGS+=-DGGML_SYCL=ON
-	CMAKE_ARGS+=-DCMAKE_C_COMPILER=icx -DCMAKE_CXX_COMPILER=icpx
 endif
 
 ifeq ($(BUILD_TYPE),sycl_f16)
 	export GGML_SYCL_F16=1
 	CMAKE_ARGS+=-DGGML_SYCL_F16=ON
-	CMAKE_ARGS+=-DCMAKE_C_COMPILER=icx -DCMAKE_CXX_COMPILER=icpx
 endif
 
 ifeq ($(BUILD_TYPE),hipblas)

From ecb1297582f80c2b0fbf7c26d953ac476aa012e0 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@localai.io>
Date: Fri, 9 May 2025 10:58:30 +0200
Subject: [PATCH 628/679] fix: specify icx and icpx only on whisper.cpp

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index a458f1ec..936127ff 100644
--- a/Makefile
+++ b/Makefile
@@ -308,7 +308,7 @@ sources/whisper.cpp:
 sources/whisper.cpp/build/src/libwhisper.a: sources/whisper.cpp
 ifneq (,$(findstring sycl,$(BUILD_TYPE)))
 	+bash -c "source $(ONEAPI_VARS); \
-	cd sources/whisper.cpp && cmake $(CMAKE_ARGS) . -B ./build && \
+	cd sources/whisper.cpp && cmake $(CMAKE_ARGS) -DCMAKE_C_COMPILER=icx -DCMAKE_CXX_COMPILER=icpx . -B ./build && \
 	cd build && cmake --build . --config Release"
 else
 	cd sources/whisper.cpp && cmake $(CMAKE_ARGS) . -B ./build

From f3bb84c9a7eabe5341bfd265a3e5547cad26eb7c Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@localai.io>
Date: Fri, 9 May 2025 19:25:26 +0200
Subject: [PATCH 629/679] feat(whisper): link vulkan, hipblas and sycl

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 Makefile | 7 ++++++-
 1 file changed, 6 insertions(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 936127ff..2fbbc203 100644
--- a/Makefile
+++ b/Makefile
@@ -150,11 +150,15 @@ endif
 
 ifeq ($(BUILD_TYPE),vulkan)
 	CMAKE_ARGS+=-DGGML_VULKAN=1
+	CGO_LDFLAGS_WHISPER+=-lggml-vulkan
+	export WHISPER_LIBRARY_PATH:=$(WHISPER_LIBRARY_PATH):$(WHISPER_DIR)/build/ggml/src/ggml-vulkan/
 endif
 
 ifneq (,$(findstring sycl,$(BUILD_TYPE)))
 	export GGML_SYCL=1
 	CMAKE_ARGS+=-DGGML_SYCL=ON
+	CGO_LDFLAGS_WHISPER+=-lggml-sycl
+	export WHISPER_LIBRARY_PATH:=$(WHISPER_LIBRARY_PATH):$(WHISPER_DIR)/build/ggml/src/ggml-sycl/
 endif
 
 ifeq ($(BUILD_TYPE),sycl_f16)
@@ -173,7 +177,8 @@ ifeq ($(BUILD_TYPE),hipblas)
 	GPU_TARGETS ?= gfx803,gfx900,gfx906,gfx908,gfx90a,gfx942,gfx1010,gfx1030,gfx1032,gfx1100,gfx1101,gfx1102
 	AMDGPU_TARGETS ?= "$(GPU_TARGETS)"
 	CMAKE_ARGS+=-DGGML_HIP=ON -DAMDGPU_TARGETS="$(AMDGPU_TARGETS)" -DGPU_TARGETS="$(GPU_TARGETS)"
-	CGO_LDFLAGS += -O3 --rtlib=compiler-rt -unwindlib=libgcc -lhipblas -lrocblas --hip-link -L${ROCM_HOME}/lib/llvm/lib
+	CGO_LDFLAGS += -O3 --rtlib=compiler-rt -unwindlib=libgcc -lhipblas -lrocblas --hip-link -L${ROCM_HOME}/lib/llvm/lib -lggml-hip
+	export WHISPER_LIBRARY_PATH:=$(WHISPER_LIBRARY_PATH):$(WHISPER_DIR)/build/ggml/src/ggml-hip/
 endif
 
 ifeq ($(BUILD_TYPE),metal)

From ce3e8b3e31ec982eedec4e5a4d429925e7ef1df6 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@localai.io>
Date: Fri, 9 May 2025 21:48:09 +0200
Subject: [PATCH 630/679] fix(whisper/sycl): use icx when running go build

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 Makefile | 15 ++++++++++++++-
 1 file changed, 14 insertions(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 2fbbc203..856c817c 100644
--- a/Makefile
+++ b/Makefile
@@ -786,8 +786,21 @@ ifneq ($(UPX),)
 endif
 
 backend-assets/grpc/whisper: sources/whisper.cpp sources/whisper.cpp/build/src/libwhisper.a backend-assets/grpc
-	CGO_LDFLAGS="$(CGO_LDFLAGS) $(CGO_LDFLAGS_WHISPER)" C_INCLUDE_PATH="${WHISPER_INCLUDE_PATH}" LIBRARY_PATH="${WHISPER_LIBRARY_PATH}" LD_LIBRARY_PATH="${WHISPER_LIBRARY_PATH}" \
+ifneq (,$(findstring sycl,$(BUILD_TYPE)))
+	CC=icx \
+	CXX=icpx \
+	CGO_LDFLAGS="$(CGO_LDFLAGS) $(CGO_LDFLAGS_WHISPER)" \
+	C_INCLUDE_PATH="${WHISPER_INCLUDE_PATH}" \
+	LIBRARY_PATH="${WHISPER_LIBRARY_PATH}" \
+	LD_LIBRARY_PATH="${WHISPER_LIBRARY_PATH}" \
 	$(GOCMD) build -ldflags "$(LD_FLAGS)" -tags "$(GO_TAGS)" -o backend-assets/grpc/whisper ./backend/go/transcribe/whisper
+else
+	CGO_LDFLAGS="$(CGO_LDFLAGS) $(CGO_LDFLAGS_WHISPER)" \
+	C_INCLUDE_PATH="${WHISPER_INCLUDE_PATH}" \
+	LIBRARY_PATH="${WHISPER_LIBRARY_PATH}" \
+	LD_LIBRARY_PATH="${WHISPER_LIBRARY_PATH}" \
+	$(GOCMD) build -ldflags "$(LD_FLAGS)" -tags "$(GO_TAGS)" -o backend-assets/grpc/whisper ./backend/go/transcribe/whisper	
+endif
 ifneq ($(UPX),)
 	$(UPX) backend-assets/grpc/whisper
 endif

From 9483abef03be320bcd6750803eabc07a5143b9b8 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@localai.io>
Date: Fri, 9 May 2025 22:36:09 +0200
Subject: [PATCH 631/679] fix(whisper/sycl): disable

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 Makefile | 31 ++++++++++++-------------------
 1 file changed, 12 insertions(+), 19 deletions(-)

diff --git a/Makefile b/Makefile
index 856c817c..8ed6cead 100644
--- a/Makefile
+++ b/Makefile
@@ -34,6 +34,7 @@ ONNX_OS?=linux
 export BUILD_TYPE?=
 export STABLE_BUILD_TYPE?=$(BUILD_TYPE)
 export CMAKE_ARGS?=-DBUILD_SHARED_LIBS=OFF
+export WHISPER_CMAKE_ARGS?=$(CMAKE_ARGS)
 export BACKEND_LIBS?=
 export WHISPER_DIR=$(abspath ./sources/whisper.cpp)
 export WHISPER_INCLUDE_PATH=$(WHISPER_DIR)/include:$(WHISPER_DIR)/ggml/include
@@ -87,6 +88,7 @@ endif
 # IF native is false, we add -DGGML_NATIVE=OFF to CMAKE_ARGS
 ifeq ($(NATIVE),false)
 	CMAKE_ARGS+=-DGGML_NATIVE=OFF
+	WHISPER_CMAKE_ARGS+=-DGGML_NATIVE=OFF
 endif
 
 # Detect if we are running on arm64
@@ -114,6 +116,7 @@ ifeq ($(OS),Darwin)
 	# disable metal if on Darwin and any other value is explicitly passed.
 	else ifneq ($(BUILD_TYPE),metal)
 		CMAKE_ARGS+=-DGGML_METAL=OFF
+		WHISPER_CMAKE_ARGS+=-DGGML_METAL=OFF
 		export GGML_NO_ACCELERATE=1
 		export GGML_NO_METAL=1
 	endif
@@ -129,6 +132,12 @@ ifeq ($(OS),Darwin)
 		CMAKE_ARGS+=-DWHISPER_BUILD_TESTS=OFF
 		CMAKE_ARGS+=-DWHISPER_BUILD_SERVER=OFF
 		CMAKE_ARGS+=-DGGML_OPENMP=OFF
+		WHISPER_CMAKE_ARGS+=-DGGML_METAL=ON
+		WHISPER_CMAKE_ARGS+=-DGGML_METAL_USE_BF16=ON
+		WHISPER_CMAKE_ARGS+=-DGGML_METAL_EMBED_LIBRARY=ON
+		WHISPER_CMAKE_ARGS+=-DWHISPER_BUILD_EXAMPLES=OFF
+		WHISPER_CMAKE_ARGS+=-DWHISPER_BUILD_TESTS=OFF
+		WHISPER_CMAKE_ARGS+=-DWHISPER_BUILD_SERVER=OFF
 		export WHISPER_LIBRARY_PATH:=$(WHISPER_LIBRARY_PATH):$(WHISPER_DIR)/build/ggml/src/ggml-metal/:$(WHISPER_DIR)/build/ggml/src/ggml-blas
 	endif
 else
@@ -144,12 +153,14 @@ ifeq ($(BUILD_TYPE),cublas)
 	CGO_LDFLAGS+=-lcublas -lcudart -L$(CUDA_LIBPATH) -L$(CUDA_LIBPATH)/stubs/ -lcuda
 	export GGML_CUDA=1
 	CMAKE_ARGS+=-DGGML_CUDA=ON
+	WHISPER_CMAKE_ARGS+=-DGGML_CUDA=ON
 	CGO_LDFLAGS_WHISPER+=-lcufft -lggml-cuda
 	export WHISPER_LIBRARY_PATH:=$(WHISPER_LIBRARY_PATH):$(WHISPER_DIR)/build/ggml/src/ggml-cuda/
 endif
 
 ifeq ($(BUILD_TYPE),vulkan)
 	CMAKE_ARGS+=-DGGML_VULKAN=1
+	WHISPER_CMAKE_ARGS+=-DGGML_VULKAN=1
 	CGO_LDFLAGS_WHISPER+=-lggml-vulkan
 	export WHISPER_LIBRARY_PATH:=$(WHISPER_LIBRARY_PATH):$(WHISPER_DIR)/build/ggml/src/ggml-vulkan/
 endif
@@ -157,8 +168,6 @@ endif
 ifneq (,$(findstring sycl,$(BUILD_TYPE)))
 	export GGML_SYCL=1
 	CMAKE_ARGS+=-DGGML_SYCL=ON
-	CGO_LDFLAGS_WHISPER+=-lggml-sycl
-	export WHISPER_LIBRARY_PATH:=$(WHISPER_LIBRARY_PATH):$(WHISPER_DIR)/build/ggml/src/ggml-sycl/
 endif
 
 ifeq ($(BUILD_TYPE),sycl_f16)
@@ -311,14 +320,8 @@ sources/whisper.cpp:
 	git submodule update --init --recursive --depth 1 --single-branch
 
 sources/whisper.cpp/build/src/libwhisper.a: sources/whisper.cpp
-ifneq (,$(findstring sycl,$(BUILD_TYPE)))
-	+bash -c "source $(ONEAPI_VARS); \
-	cd sources/whisper.cpp && cmake $(CMAKE_ARGS) -DCMAKE_C_COMPILER=icx -DCMAKE_CXX_COMPILER=icpx . -B ./build && \
-	cd build && cmake --build . --config Release"
-else
-	cd sources/whisper.cpp && cmake $(CMAKE_ARGS) . -B ./build
+	cd sources/whisper.cpp && cmake $(WHISPER_CMAKE_ARGS) . -B ./build
 	cd sources/whisper.cpp/build && cmake --build . --config Release
-endif
 
 get-sources: sources/go-piper sources/stablediffusion-ggml.cpp sources/bark.cpp sources/whisper.cpp backend/cpp/llama/llama.cpp
 
@@ -786,21 +789,11 @@ ifneq ($(UPX),)
 endif
 
 backend-assets/grpc/whisper: sources/whisper.cpp sources/whisper.cpp/build/src/libwhisper.a backend-assets/grpc
-ifneq (,$(findstring sycl,$(BUILD_TYPE)))
-	CC=icx \
-	CXX=icpx \
-	CGO_LDFLAGS="$(CGO_LDFLAGS) $(CGO_LDFLAGS_WHISPER)" \
-	C_INCLUDE_PATH="${WHISPER_INCLUDE_PATH}" \
-	LIBRARY_PATH="${WHISPER_LIBRARY_PATH}" \
-	LD_LIBRARY_PATH="${WHISPER_LIBRARY_PATH}" \
-	$(GOCMD) build -ldflags "$(LD_FLAGS)" -tags "$(GO_TAGS)" -o backend-assets/grpc/whisper ./backend/go/transcribe/whisper
-else
 	CGO_LDFLAGS="$(CGO_LDFLAGS) $(CGO_LDFLAGS_WHISPER)" \
 	C_INCLUDE_PATH="${WHISPER_INCLUDE_PATH}" \
 	LIBRARY_PATH="${WHISPER_LIBRARY_PATH}" \
 	LD_LIBRARY_PATH="${WHISPER_LIBRARY_PATH}" \
 	$(GOCMD) build -ldflags "$(LD_FLAGS)" -tags "$(GO_TAGS)" -o backend-assets/grpc/whisper ./backend/go/transcribe/whisper	
-endif
 ifneq ($(UPX),)
 	$(UPX) backend-assets/grpc/whisper
 endif

From 31ff9dbd5253e7e8a597964b57a919e20d2fe7fc Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@localai.io>
Date: Fri, 9 May 2025 22:37:18 +0200
Subject: [PATCH 632/679] chore(Makefile): small cleanups, disable openmp on
 whisper

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 Makefile | 4 +---
 1 file changed, 1 insertion(+), 3 deletions(-)

diff --git a/Makefile b/Makefile
index 8ed6cead..fdc4a41a 100644
--- a/Makefile
+++ b/Makefile
@@ -128,9 +128,6 @@ ifeq ($(OS),Darwin)
 		CMAKE_ARGS+=-DGGML_METAL=ON
 		CMAKE_ARGS+=-DGGML_METAL_USE_BF16=ON
 		CMAKE_ARGS+=-DGGML_METAL_EMBED_LIBRARY=ON
-		CMAKE_ARGS+=-DWHISPER_BUILD_EXAMPLES=OFF
-		CMAKE_ARGS+=-DWHISPER_BUILD_TESTS=OFF
-		CMAKE_ARGS+=-DWHISPER_BUILD_SERVER=OFF
 		CMAKE_ARGS+=-DGGML_OPENMP=OFF
 		WHISPER_CMAKE_ARGS+=-DGGML_METAL=ON
 		WHISPER_CMAKE_ARGS+=-DGGML_METAL_USE_BF16=ON
@@ -138,6 +135,7 @@ ifeq ($(OS),Darwin)
 		WHISPER_CMAKE_ARGS+=-DWHISPER_BUILD_EXAMPLES=OFF
 		WHISPER_CMAKE_ARGS+=-DWHISPER_BUILD_TESTS=OFF
 		WHISPER_CMAKE_ARGS+=-DWHISPER_BUILD_SERVER=OFF
+		WHISPER_CMAKE_ARGS+=-DGGML_OPENMP=OFF
 		export WHISPER_LIBRARY_PATH:=$(WHISPER_LIBRARY_PATH):$(WHISPER_DIR)/build/ggml/src/ggml-metal/:$(WHISPER_DIR)/build/ggml/src/ggml-blas
 	endif
 else

From 2a46217f90b7a485e7fa6212cd2684fae0a65399 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Fri, 9 May 2025 23:17:18 +0200
Subject: [PATCH 633/679] Update Makefile

Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index fdc4a41a..53cb3837 100644
--- a/Makefile
+++ b/Makefile
@@ -34,7 +34,7 @@ ONNX_OS?=linux
 export BUILD_TYPE?=
 export STABLE_BUILD_TYPE?=$(BUILD_TYPE)
 export CMAKE_ARGS?=-DBUILD_SHARED_LIBS=OFF
-export WHISPER_CMAKE_ARGS?=$(CMAKE_ARGS)
+export WHISPER_CMAKE_ARGS?=-DBUILD_SHARED_LIBS=OFF
 export BACKEND_LIBS?=
 export WHISPER_DIR=$(abspath ./sources/whisper.cpp)
 export WHISPER_INCLUDE_PATH=$(WHISPER_DIR)/include:$(WHISPER_DIR)/ggml/include

From 4e7506a3be8c22d5d1fe503b967e4c31760555c1 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 10 May 2025 08:46:21 +0200
Subject: [PATCH 634/679] fix(whisper): add vulkan flag

Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 53cb3837..8ffb0bd7 100644
--- a/Makefile
+++ b/Makefile
@@ -159,7 +159,7 @@ endif
 ifeq ($(BUILD_TYPE),vulkan)
 	CMAKE_ARGS+=-DGGML_VULKAN=1
 	WHISPER_CMAKE_ARGS+=-DGGML_VULKAN=1
-	CGO_LDFLAGS_WHISPER+=-lggml-vulkan
+	CGO_LDFLAGS_WHISPER+=-lggml-vulkan -lvulkan
 	export WHISPER_LIBRARY_PATH:=$(WHISPER_LIBRARY_PATH):$(WHISPER_DIR)/build/ggml/src/ggml-vulkan/
 endif
 

From 2fcfe54466b53296986ff1de486abc2eb17a3a85 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Sat, 10 May 2025 10:07:39 +0200
Subject: [PATCH 635/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `33eff4024084d1f0c8441b79f7208a52fad79858` (#5343)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 8ffb0bd7..88e3c89b 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=f05a6d71a0f3dbf0730b56a1abbad41c0f42e63d
+CPPLLAMA_VERSION?=33eff4024084d1f0c8441b79f7208a52fad79858
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggml-org/whisper.cpp

From 6978eec69feb9569624b1d36385f5ec74f5a8efc Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 10 May 2025 22:02:40 +0200
Subject: [PATCH 636/679] feat(whisper.cpp): gpu support (#5344)

* fix(whisper.cpp): gpu support

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Try to fix apple tests

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 .github/workflows/image-pr.yml | 50 ++++++++++++++++++++--------------
 Makefile                       | 16 +++++------
 2 files changed, 38 insertions(+), 28 deletions(-)

diff --git a/.github/workflows/image-pr.yml b/.github/workflows/image-pr.yml
index 8ebaa1b2..2d8ce440 100644
--- a/.github/workflows/image-pr.yml
+++ b/.github/workflows/image-pr.yml
@@ -33,6 +33,7 @@ jobs:
       # Pushing with all jobs in parallel
       # eats the bandwidth of all the nodes
       max-parallel: ${{ github.event_name != 'pull_request' && 4 || 8 }}
+      fail-fast: false
       matrix:
         include:
           # This is basically covered by the AIO test
@@ -56,26 +57,35 @@ jobs:
             runs-on: 'arc-runner-set'
             base-image: "ubuntu:22.04"
             makeflags: "--jobs=3 --output-sync=target"
-          # - build-type: 'hipblas'
-          #   platforms: 'linux/amd64'
-          #   tag-latest: 'false'
-          #   tag-suffix: '-hipblas'
-          #   ffmpeg: 'false'
-          #   image-type: 'extras'
-          #   base-image: "rocm/dev-ubuntu-22.04:6.1"
-          #   grpc-base-image: "ubuntu:22.04"
-          #   runs-on: 'arc-runner-set'
-          #   makeflags: "--jobs=3 --output-sync=target"
-          # - build-type: 'sycl_f16'
-          #   platforms: 'linux/amd64'
-          #   tag-latest: 'false'
-          #   base-image: "quay.io/go-skynet/intel-oneapi-base:latest"
-          #   grpc-base-image: "ubuntu:22.04"
-          #   tag-suffix: 'sycl-f16-ffmpeg'
-          #   ffmpeg: 'true'
-          #   image-type: 'extras'
-          #   runs-on: 'arc-runner-set'
-          #   makeflags: "--jobs=3 --output-sync=target"
+          - build-type: 'hipblas'
+            platforms: 'linux/amd64'
+            tag-latest: 'false'
+            tag-suffix: '-hipblas'
+            ffmpeg: 'false'
+            image-type: 'extras'
+            base-image: "rocm/dev-ubuntu-22.04:6.1"
+            grpc-base-image: "ubuntu:22.04"
+            runs-on: 'arc-runner-set'
+            makeflags: "--jobs=3 --output-sync=target"
+          - build-type: 'sycl_f16'
+            platforms: 'linux/amd64'
+            tag-latest: 'false'
+            base-image: "quay.io/go-skynet/intel-oneapi-base:latest"
+            grpc-base-image: "ubuntu:22.04"
+            tag-suffix: 'sycl-f16-ffmpeg'
+            ffmpeg: 'true'
+            image-type: 'extras'
+            runs-on: 'arc-runner-set'
+            makeflags: "--jobs=3 --output-sync=target"
+          - build-type: 'vulkan'
+            platforms: 'linux/amd64'
+            tag-latest: 'false'
+            tag-suffix: '-vulkan-ffmpeg-core'
+            ffmpeg: 'true'
+            image-type: 'core'
+            runs-on: 'ubuntu-latest'
+            base-image: "ubuntu:22.04"
+            makeflags: "--jobs=4 --output-sync=target"
   # core-image-build:
   #   uses: ./.github/workflows/image_build.yml
   #   with:
diff --git a/Makefile b/Makefile
index 88e3c89b..a5d9d148 100644
--- a/Makefile
+++ b/Makefile
@@ -119,10 +119,11 @@ ifeq ($(OS),Darwin)
 		WHISPER_CMAKE_ARGS+=-DGGML_METAL=OFF
 		export GGML_NO_ACCELERATE=1
 		export GGML_NO_METAL=1
+		GO_LDFLAGS_WHISPER+=-lggml-blas
+		export WHISPER_LIBRARY_PATH:=$(WHISPER_LIBRARY_PATH):$(WHISPER_DIR)/build/ggml/src/ggml-blas
 	endif
 
 	ifeq ($(BUILD_TYPE),metal)
-#			-lcblas 	removed: it seems to always be listed as a duplicate flag.
 		CGO_LDFLAGS += -framework Accelerate
 		CGO_LDFLAGS_WHISPER+=-lggml-metal -lggml-blas
 		CMAKE_ARGS+=-DGGML_METAL=ON
@@ -137,6 +138,9 @@ ifeq ($(OS),Darwin)
 		WHISPER_CMAKE_ARGS+=-DWHISPER_BUILD_SERVER=OFF
 		WHISPER_CMAKE_ARGS+=-DGGML_OPENMP=OFF
 		export WHISPER_LIBRARY_PATH:=$(WHISPER_LIBRARY_PATH):$(WHISPER_DIR)/build/ggml/src/ggml-metal/:$(WHISPER_DIR)/build/ggml/src/ggml-blas
+	else
+		CGO_LDFLAGS_WHISPER+=-lggml-blas
+		export WHISPER_LIBRARY_PATH:=$(WHISPER_LIBRARY_PATH):$(WHISPER_DIR)/build/ggml/src/ggml-blas
 	endif
 else
 CGO_LDFLAGS_WHISPER+=-lgomp
@@ -184,8 +188,7 @@ ifeq ($(BUILD_TYPE),hipblas)
 	GPU_TARGETS ?= gfx803,gfx900,gfx906,gfx908,gfx90a,gfx942,gfx1010,gfx1030,gfx1032,gfx1100,gfx1101,gfx1102
 	AMDGPU_TARGETS ?= "$(GPU_TARGETS)"
 	CMAKE_ARGS+=-DGGML_HIP=ON -DAMDGPU_TARGETS="$(AMDGPU_TARGETS)" -DGPU_TARGETS="$(GPU_TARGETS)"
-	CGO_LDFLAGS += -O3 --rtlib=compiler-rt -unwindlib=libgcc -lhipblas -lrocblas --hip-link -L${ROCM_HOME}/lib/llvm/lib -lggml-hip
-	export WHISPER_LIBRARY_PATH:=$(WHISPER_LIBRARY_PATH):$(WHISPER_DIR)/build/ggml/src/ggml-hip/
+	CGO_LDFLAGS += -O3 --rtlib=compiler-rt -unwindlib=libgcc -lhipblas -lrocblas --hip-link -L${ROCM_HOME}/lib/llvm/lib
 endif
 
 ifeq ($(BUILD_TYPE),metal)
@@ -787,11 +790,8 @@ ifneq ($(UPX),)
 endif
 
 backend-assets/grpc/whisper: sources/whisper.cpp sources/whisper.cpp/build/src/libwhisper.a backend-assets/grpc
-	CGO_LDFLAGS="$(CGO_LDFLAGS) $(CGO_LDFLAGS_WHISPER)" \
-	C_INCLUDE_PATH="${WHISPER_INCLUDE_PATH}" \
-	LIBRARY_PATH="${WHISPER_LIBRARY_PATH}" \
-	LD_LIBRARY_PATH="${WHISPER_LIBRARY_PATH}" \
-	$(GOCMD) build -ldflags "$(LD_FLAGS)" -tags "$(GO_TAGS)" -o backend-assets/grpc/whisper ./backend/go/transcribe/whisper	
+	CGO_LDFLAGS="$(CGO_LDFLAGS) $(CGO_LDFLAGS_WHISPER)" C_INCLUDE_PATH="${WHISPER_INCLUDE_PATH}" LIBRARY_PATH="${WHISPER_LIBRARY_PATH}" LD_LIBRARY_PATH="${WHISPER_LIBRARY_PATH}" \
+	$(GOCMD) build -ldflags "$(LD_FLAGS)" -tags "$(GO_TAGS)" -o backend-assets/grpc/whisper ./backend/go/transcribe/whisper
 ifneq ($(UPX),)
 	$(UPX) backend-assets/grpc/whisper
 endif

From 2dcb6d72475ae3cdf073ebab7d08bee13eb517ae Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Sat, 10 May 2025 22:24:04 +0200
Subject: [PATCH 637/679] chore(model-gallery): :arrow_up: update checksum
 (#5346)

:arrow_up: Checksum updates in gallery/index.yaml

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 gallery/index.yaml | 38 ++++++++++++++++----------------------
 1 file changed, 16 insertions(+), 22 deletions(-)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 8125af12..f35f3c46 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -584,24 +584,24 @@
     - https://huggingface.co/Daemontatox/Qwen3-14B-Griffon
     - https://huggingface.co/mradermacher/Qwen3-14B-Griffon-i1-GGUF
   description: |
-      This is a fine-tuned version of the Qwen3-14B model using the high-quality OpenThoughts2-1M dataset. Fine-tuned with Unsloth’s TRL-compatible framework and LoRA for efficient performance, this model is optimized for advanced reasoning tasks, especially in math, logic puzzles, code generation, and step-by-step problem solving.
-      Training Dataset
+    This is a fine-tuned version of the Qwen3-14B model using the high-quality OpenThoughts2-1M dataset. Fine-tuned with Unsloth’s TRL-compatible framework and LoRA for efficient performance, this model is optimized for advanced reasoning tasks, especially in math, logic puzzles, code generation, and step-by-step problem solving.
+    Training Dataset
 
-          Dataset: OpenThoughts2-1M
-          Source: A synthetic dataset curated and expanded by the OpenThoughts team
-          Volume: ~1.1M high-quality examples
-          Content Type: Multi-turn reasoning, math proofs, algorithmic code generation, logical deduction, and structured conversations
-          Tools Used: Curator Viewer
+        Dataset: OpenThoughts2-1M
+        Source: A synthetic dataset curated and expanded by the OpenThoughts team
+        Volume: ~1.1M high-quality examples
+        Content Type: Multi-turn reasoning, math proofs, algorithmic code generation, logical deduction, and structured conversations
+        Tools Used: Curator Viewer
 
-      This dataset builds upon OpenThoughts-114k and integrates strong reasoning-centric data sources like OpenR1-Math and KodCode.
-      Intended Use
+    This dataset builds upon OpenThoughts-114k and integrates strong reasoning-centric data sources like OpenR1-Math and KodCode.
+    Intended Use
 
-      This model is particularly suited for:
+    This model is particularly suited for:
 
-          Chain-of-thought and step-by-step reasoning
-          Code generation with logical structure
-          Educational tools for math and programming
-          AI agents requiring multi-turn problem-solving
+        Chain-of-thought and step-by-step reasoning
+        Code generation with logical structure
+        Educational tools for math and programming
+        AI agents requiring multi-turn problem-solving
   overrides:
     parameters:
       model: Qwen3-14B-Griffon.i1-Q4_K_M.gguf
@@ -7078,13 +7078,7 @@
   urls:
     - https://huggingface.co/ServiceNow-AI/Apriel-Nemotron-15b-Thinker
     - https://huggingface.co/bartowski/ServiceNow-AI_Apriel-Nemotron-15b-Thinker-GGUF
-  description: |
-    Apriel-Nemotron-15b-Thinker is a 15 billion‑parameter reasoning model in ServiceNow’s Apriel SLM series which achieves competitive performance against similarly sized state-of-the-art models like o1‑mini, QWQ‑32b, and EXAONE‑Deep‑32b, all while maintaining only half the memory footprint of those alternatives. It builds upon the Apriel‑15b‑base checkpoint through a three‑stage training pipeline (CPT, SFT and GRPO).
-    Highlights
-        Half the size of SOTA models like QWQ-32b and EXAONE-32b and hence memory efficient.
-        It consumes 40% less tokens compared to QWQ-32b, making it super efficient in production. 🚀🚀🚀
-        On par or outperforms on tasks like - MBPP, BFCL, Enterprise RAG, MT Bench, MixEval, IFEval and Multi-Challenge making it great for Agentic / Enterprise tasks.
-        Competitive performance on academic benchmarks like AIME-24 AIME-25, AMC-23, MATH-500 and GPQA considering model size.
+  description: "Apriel-Nemotron-15b-Thinker is a 15 billion‑parameter reasoning model in ServiceNow’s Apriel SLM series which achieves competitive performance against similarly sized state-of-the-art models like o1‑mini, QWQ‑32b, and EXAONE‑Deep‑32b, all while maintaining only half the memory footprint of those alternatives. It builds upon the Apriel‑15b‑base checkpoint through a three‑stage training pipeline (CPT, SFT and GRPO).\nHighlights\n    Half the size of SOTA models like QWQ-32b and EXAONE-32b and hence memory efficient.\n    It consumes 40% less tokens compared to QWQ-32b, making it super efficient in production. \U0001F680\U0001F680\U0001F680\n    On par or outperforms on tasks like - MBPP, BFCL, Enterprise RAG, MT Bench, MixEval, IFEval and Multi-Challenge making it great for Agentic / Enterprise tasks.\n    Competitive performance on academic benchmarks like AIME-24 AIME-25, AMC-23, MATH-500 and GPQA considering model size.\n"
   overrides:
     parameters:
       model: ServiceNow-AI_Apriel-Nemotron-15b-Thinker-Q4_K_M.gguf
@@ -9013,8 +9007,8 @@
       model: deepseek-r1-distill-llama-8b-Q4_K_M.gguf
   files:
     - filename: deepseek-r1-distill-llama-8b-Q4_K_M.gguf
-      sha256: f8eba201522ab44b79bc54166126bfaf836111ff4cbf2d13c59c3b57da10573b
       uri: huggingface://unsloth/DeepSeek-R1-Distill-Llama-8B-GGUF/DeepSeek-R1-Distill-Llama-8B-Q4_K_M.gguf
+      sha256: 0addb1339a82385bcd973186cd80d18dcc71885d45eabd899781a118d03827d9
 - !!merge <<: *llama31
   name: "selene-1-mini-llama-3.1-8b"
   icon: https://atla-ai.notion.site/image/https%3A%2F%2Fprod-files-secure.s3.us-west-2.amazonaws.com%2Ff08e6e70-73af-4363-9621-90e906b92ebc%2F1bfb4316-1ce6-40a0-800c-253739cfcdeb%2Fatla_white3x.svg?table=block&id=17c309d1-7745-80f9-8f60-e755409acd8d&spaceId=f08e6e70-73af-4363-9621-90e906b92ebc&userId=&cache=v2

From 2612a0c910ac38e1384b96da607fed8b986cb47d Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Sun, 11 May 2025 09:21:46 +0200
Subject: [PATCH 638/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `15e6125a397f6086c1dfdf7584acdb7c730313dc` (#5345)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index a5d9d148..9ea84a67 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=33eff4024084d1f0c8441b79f7208a52fad79858
+CPPLLAMA_VERSION?=15e6125a397f6086c1dfdf7584acdb7c730313dc
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggml-org/whisper.cpp

From 942fbff62d3c0f1b6cab3f9c2cd63c2b5db591c1 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 11 May 2025 09:39:28 +0200
Subject: [PATCH 639/679] chore(model gallery): add
 gryphe_pantheon-proto-rp-1.8-30b-a3b (#5347)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 30 ++++++++++++++++++++++++++++++
 1 file changed, 30 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index f35f3c46..bb414ab9 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -664,6 +664,36 @@
     - filename: Symiotic-14B.i1-Q4_K_M.gguf
       sha256: 8f5d4ef4751877fb8982308f153a9bd2b72289eda83b18dd591c3c04ba91a407
       uri: huggingface://mradermacher/Symiotic-14B-i1-GGUF/Symiotic-14B.i1-Q4_K_M.gguf
+- !!merge <<: *qwen3
+  name: "gryphe_pantheon-proto-rp-1.8-30b-a3b"
+  icon: https://huggingface.co/Gryphe/Pantheon-Proto-RP-1.8-30B-A3B/resolve/main/Pantheon.png
+  urls:
+    - https://huggingface.co/Gryphe/Pantheon-Proto-RP-1.8-30B-A3B
+    - https://huggingface.co/bartowski/Gryphe_Pantheon-Proto-RP-1.8-30B-A3B-GGUF
+  description: |
+    Note: This model is a Qwen 30B MoE prototype and can be considered a sidegrade from my Small release some time ago. It did not receive extensive testing beyond a couple benchmarks to determine its sanity, so feel free to let me know what you think of it!
+
+    Welcome to the next iteration of my Pantheon model series, in which I strive to introduce a whole collection of diverse personas that can be summoned with a simple activation phrase.
+
+    Pantheon's purpose is two-fold, as these personalities similarly enhance the general roleplay experience, helping to encompass personality traits, accents and mannerisms that language models might otherwise find difficult to convey well.
+
+    GGUF quants are available here.
+
+    Your user feedback is critical to me so don't hesitate to tell me whether my model is either 1. terrible, 2. awesome or 3. somewhere in-between.
+    Model details
+
+    Ever since Qwen 3 released I've been trying to get MoE finetuning to work - After countless frustrating days, much code hacking, etc etc I finally got a full finetune to complete with reasonable loss values.
+
+    I picked the base model for this since I didn't feel like trying to fight a reasoning model's training - Maybe someday I'll make a model which uses thinking tags for the character's thoughts or something.
+
+    This time the recipe focused on combining as many data sources as I possibly could, featuring synthetic data from Sonnet 3.5 + 3.7, ChatGPT 4o and Deepseek. These then went through an extensive rewriting pipeline to eliminate common AI cliches, with the hopeful intent of providing you a fresh experience.
+  overrides:
+    parameters:
+      model: Gryphe_Pantheon-Proto-RP-1.8-30B-A3B-Q4_K_M.gguf
+  files:
+    - filename: Gryphe_Pantheon-Proto-RP-1.8-30B-A3B-Q4_K_M.gguf
+      sha256: b72fe703a992fba9595c24b96737a2b5199da89a1a3870b8bd57746dc3c123ae
+      uri: huggingface://bartowski/Gryphe_Pantheon-Proto-RP-1.8-30B-A3B-GGUF/Gryphe_Pantheon-Proto-RP-1.8-30B-A3B-Q4_K_M.gguf
 - &gemma3
   url: "github:mudler/LocalAI/gallery/gemma.yaml@master"
   name: "gemma-3-27b-it"

From 616972fca0faaf9846c2a458eab41d27cd9fef52 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 11 May 2025 09:44:58 +0200
Subject: [PATCH 640/679] chore(model gallery): add qwen_qwen2.5-vl-7b-instruct
 (#5348)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 39 +++++++++++++++++++++++++++++++++++++++
 1 file changed, 39 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index bb414ab9..e738e0df 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -7135,6 +7135,45 @@
     - filename: cognition-ai_Kevin-32B-Q4_K_M.gguf
       sha256: 2576edd5b1880bcac6732eae9446b035426aee2e76937dc68a252ad34e185705
       uri: huggingface://bartowski/cognition-ai_Kevin-32B-GGUF/cognition-ai_Kevin-32B-Q4_K_M.gguf
+- !!merge <<: *qwen25
+  name: "qwen_qwen2.5-vl-7b-instruct"
+  urls:
+    - https://huggingface.co/Qwen/Qwen2.5-VL-7B-Instruct
+    - https://huggingface.co/bartowski/Qwen_Qwen2.5-VL-7B-Instruct-GGUF
+  description: |
+    In the past five months since Qwen2-VL’s release, numerous developers have built new models on the Qwen2-VL vision-language models, providing us with valuable feedback. During this period, we focused on building more useful vision-language models. Today, we are excited to introduce the latest addition to the Qwen family: Qwen2.5-VL.
+    Key Enhancements:
+
+        Understand things visually: Qwen2.5-VL is not only proficient in recognizing common objects such as flowers, birds, fish, and insects, but it is highly capable of analyzing texts, charts, icons, graphics, and layouts within images.
+
+        Being agentic: Qwen2.5-VL directly plays as a visual agent that can reason and dynamically direct tools, which is capable of computer use and phone use.
+
+        Understanding long videos and capturing events: Qwen2.5-VL can comprehend videos of over 1 hour, and this time it has a new ability of cpaturing event by pinpointing the relevant video segments.
+
+        Capable of visual localization in different formats: Qwen2.5-VL can accurately localize objects in an image by generating bounding boxes or points, and it can provide stable JSON outputs for coordinates and attributes.
+
+        Generating structured outputs: for data like scans of invoices, forms, tables, etc. Qwen2.5-VL supports structured outputs of their contents, benefiting usages in finance, commerce, etc.
+
+    Model Architecture Updates:
+
+        Dynamic Resolution and Frame Rate Training for Video Understanding:
+
+    We extend dynamic resolution to the temporal dimension by adopting dynamic FPS sampling, enabling the model to comprehend videos at various sampling rates. Accordingly, we update mRoPE in the time dimension with IDs and absolute time alignment, enabling the model to learn temporal sequence and speed, and ultimately acquire the ability to pinpoint specific moments.
+
+        Streamlined and Efficient Vision Encoder
+
+    We enhance both training and inference speeds by strategically implementing window attention into the ViT. The ViT architecture is further optimized with SwiGLU and RMSNorm, aligning it with the structure of the Qwen2.5 LLM.
+  overrides:
+    mmproj: mmproj-Qwen_Qwen2.5-VL-7B-Instruct-f16.gguf
+    parameters:
+      model: Qwen_Qwen2.5-VL-7B-Instruct-Q4_K_M.gguf
+  files:
+    - filename: Qwen_Qwen2.5-VL-7B-Instruct-Q4_K_M.gguf
+      sha256: 3f4513330aa7f109922bd701d773575484ae2b4a4090d6511260a2a4f8e3d069
+      uri: huggingface://bartowski/Qwen_Qwen2.5-VL-7B-Instruct-GGUF/Qwen_Qwen2.5-VL-7B-Instruct-Q4_K_M.gguf
+    - filename: mmproj-Qwen_Qwen2.5-VL-7B-Instruct-f16.gguf
+      sha256: c24a7f5fcfc68286f0a217023b6738e73bea4f11787a43e8238d4bb1b8604cde
+      uri: https://huggingface.co/bartowski/Qwen_Qwen2.5-VL-7B-Instruct-GGUF/resolve/main/mmproj-Qwen_Qwen2.5-VL-7B-Instruct-f16.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From 0395cc02fb09620bbc9519989d431c91110c2fc0 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 11 May 2025 09:46:32 +0200
Subject: [PATCH 641/679] chore(model gallery): add
 qwen_qwen2.5-vl-72b-instruct (#5349)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 39 +++++++++++++++++++++++++++++++++++++++
 1 file changed, 39 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index e738e0df..55cebca7 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -7174,6 +7174,45 @@
     - filename: mmproj-Qwen_Qwen2.5-VL-7B-Instruct-f16.gguf
       sha256: c24a7f5fcfc68286f0a217023b6738e73bea4f11787a43e8238d4bb1b8604cde
       uri: https://huggingface.co/bartowski/Qwen_Qwen2.5-VL-7B-Instruct-GGUF/resolve/main/mmproj-Qwen_Qwen2.5-VL-7B-Instruct-f16.gguf
+- !!merge <<: *qwen25
+  name: "qwen_qwen2.5-vl-72b-instruct"
+  urls:
+    - https://huggingface.co/Qwen/Qwen2.5-VL-72B-Instruct
+    - https://huggingface.co/bartowski/Qwen_Qwen2.5-VL-72B-Instruct-GGUF
+  description: |
+      In the past five months since Qwen2-VL’s release, numerous developers have built new models on the Qwen2-VL vision-language models, providing us with valuable feedback. During this period, we focused on building more useful vision-language models. Today, we are excited to introduce the latest addition to the Qwen family: Qwen2.5-VL.
+      Key Enhancements:
+
+          Understand things visually: Qwen2.5-VL is not only proficient in recognizing common objects such as flowers, birds, fish, and insects, but it is highly capable of analyzing texts, charts, icons, graphics, and layouts within images.
+
+          Being agentic: Qwen2.5-VL directly plays as a visual agent that can reason and dynamically direct tools, which is capable of computer use and phone use.
+
+          Understanding long videos and capturing events: Qwen2.5-VL can comprehend videos of over 1 hour, and this time it has a new ability of cpaturing event by pinpointing the relevant video segments.
+
+          Capable of visual localization in different formats: Qwen2.5-VL can accurately localize objects in an image by generating bounding boxes or points, and it can provide stable JSON outputs for coordinates and attributes.
+
+          Generating structured outputs: for data like scans of invoices, forms, tables, etc. Qwen2.5-VL supports structured outputs of their contents, benefiting usages in finance, commerce, etc.
+
+      Model Architecture Updates:
+
+          Dynamic Resolution and Frame Rate Training for Video Understanding:
+
+      We extend dynamic resolution to the temporal dimension by adopting dynamic FPS sampling, enabling the model to comprehend videos at various sampling rates. Accordingly, we update mRoPE in the time dimension with IDs and absolute time alignment, enabling the model to learn temporal sequence and speed, and ultimately acquire the ability to pinpoint specific moments.
+
+          Streamlined and Efficient Vision Encoder
+
+      We enhance both training and inference speeds by strategically implementing window attention into the ViT. The ViT architecture is further optimized with SwiGLU and RMSNorm, aligning it with the structure of the Qwen2.5 LLM.
+  overrides:
+    mmproj: mmproj-Qwen_Qwen2.5-VL-72B-Instruct-f16.gguf
+    parameters:
+      model: Qwen_Qwen2.5-VL-72B-Instruct-Q4_K_M.gguf
+  files:
+    - filename: Qwen_Qwen2.5-VL-72B-Instruct-Q4_K_M.gguf
+      sha256: d8f4000042bfd4570130321beb0ba19acdd2c53731c0f83ca2455b1ee713e52c
+      uri: huggingface://bartowski/Qwen_Qwen2.5-VL-72B-Instruct-GGUF/Qwen_Qwen2.5-VL-72B-Instruct-Q4_K_M.gguf
+    - filename: mmproj-Qwen_Qwen2.5-VL-72B-Instruct-f16.gguf
+      sha256: 6099885b9c4056e24806b616401ff2730a7354335e6f2f0eaf2a45e89c8a457c
+      uri: https://huggingface.co/bartowski/Qwen_Qwen2.5-VL-72B-Instruct-GGUF/resolve/main/mmproj-Qwen_Qwen2.5-VL-72B-Instruct-f16.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From ac89bf77bfab574fd28372b9e1fb6cd4fe24df1f Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Mon, 12 May 2025 03:30:35 +0200
Subject: [PATCH 642/679] chore: :arrow_up: Update ggml-org/whisper.cpp to
 `2e310b841e0b4e7cf00890b53411dd9f8578f243` (#4785)

:arrow_up: Update ggml-org/whisper.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 9ea84a67..cde5b70f 100644
--- a/Makefile
+++ b/Makefile
@@ -10,7 +10,7 @@ CPPLLAMA_VERSION?=15e6125a397f6086c1dfdf7584acdb7c730313dc
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggml-org/whisper.cpp
-WHISPER_CPP_VERSION?=cb2bd11ee86c6d2a8c8c22ea3043682cbf127bcd
+WHISPER_CPP_VERSION?=2e310b841e0b4e7cf00890b53411dd9f8578f243
 
 # go-piper version
 PIPER_REPO?=https://github.com/mudler/go-piper

From 63f7c86c4d915204f373476cd3814df27c69b9d6 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Mon, 12 May 2025 09:24:54 +0200
Subject: [PATCH 643/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `9a390c4829cd3058d26a2e2c09d16e3fd12bf1b1` (#5351)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index cde5b70f..9f3f0551 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=15e6125a397f6086c1dfdf7584acdb7c730313dc
+CPPLLAMA_VERSION?=9a390c4829cd3058d26a2e2c09d16e3fd12bf1b1
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggml-org/whisper.cpp

From 11c67d16b8a6ea04d2556f37802c6a1d8a3fef8a Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 12 May 2025 09:36:59 +0200
Subject: [PATCH 644/679] chore(ci): strip 'core' in the image suffix, identify
 python-based images with 'extras' (#5353)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 .github/workflows/image.yml | 59 ++++++++++++++++---------------------
 1 file changed, 25 insertions(+), 34 deletions(-)

diff --git a/.github/workflows/image.yml b/.github/workflows/image.yml
index 3e216b31..e8acf1fe 100644
--- a/.github/workflows/image.yml
+++ b/.github/workflows/image.yml
@@ -45,27 +45,27 @@ jobs:
           - build-type: 'hipblas'
             platforms: 'linux/amd64'
             tag-latest: 'auto'
-            tag-suffix: '-hipblas'
+            tag-suffix: '-hipblas-extras'
             ffmpeg: 'true'
             image-type: 'extras'
             aio: "-aio-gpu-hipblas"
             base-image: "rocm/dev-ubuntu-22.04:6.1"
             grpc-base-image: "ubuntu:22.04"
-            latest-image: 'latest-gpu-hipblas'
+            latest-image: 'latest-gpu-hipblas-extras'
             latest-image-aio: 'latest-aio-gpu-hipblas'
             runs-on: 'arc-runner-set'
             makeflags: "--jobs=3 --output-sync=target"
           - build-type: 'hipblas'
             platforms: 'linux/amd64'
             tag-latest: 'false'
-            tag-suffix: '-hipblas-core'
+            tag-suffix: '-hipblas'
             ffmpeg: 'true'
             image-type: 'core'
             base-image: "rocm/dev-ubuntu-22.04:6.1"
             grpc-base-image: "ubuntu:22.04"
             runs-on: 'arc-runner-set'
             makeflags: "--jobs=3 --output-sync=target"
-            latest-image: 'latest-gpu-hipblas-core'
+            latest-image: 'latest-gpu-hipblas'
   self-hosted-jobs:
     uses: ./.github/workflows/image_build.yml
     with:
@@ -95,27 +95,18 @@ jobs:
       max-parallel: ${{ github.event_name != 'pull_request' && 5 || 8 }}
       matrix:
         include:
-          - build-type: ''
-            platforms: 'linux/amd64'
-            tag-latest: 'auto'
-            tag-suffix: ''
-            ffmpeg: 'true'
-            image-type: 'extras'
-            runs-on: 'arc-runner-set'
-            base-image: "ubuntu:22.04"
-            makeflags: "--jobs=3 --output-sync=target"
           - build-type: 'cublas'
             cuda-major-version: "11"
             cuda-minor-version: "7"
             platforms: 'linux/amd64'
             tag-latest: 'auto'
-            tag-suffix: '-cublas-cuda11'
+            tag-suffix: '-cublas-cuda11-extras'
             ffmpeg: 'true'
             image-type: 'extras'
             runs-on: 'arc-runner-set'
             base-image: "ubuntu:22.04"
             aio: "-aio-gpu-nvidia-cuda-11"
-            latest-image: 'latest-gpu-nvidia-cuda-11'
+            latest-image: 'latest-gpu-nvidia-cuda-11-extras'
             latest-image-aio: 'latest-aio-gpu-nvidia-cuda-11'
             makeflags: "--jobs=3 --output-sync=target"
           - build-type: 'cublas'
@@ -123,13 +114,13 @@ jobs:
             cuda-minor-version: "0"
             platforms: 'linux/amd64'
             tag-latest: 'auto'
-            tag-suffix: '-cublas-cuda12'
+            tag-suffix: '-cublas-cuda12-extras'
             ffmpeg: 'true'
             image-type: 'extras'
             runs-on: 'arc-runner-set'
             base-image: "ubuntu:22.04"
             aio: "-aio-gpu-nvidia-cuda-12"
-            latest-image: 'latest-gpu-nvidia-cuda-12'
+            latest-image: 'latest-gpu-nvidia-cuda-12-extras'
             latest-image-aio: 'latest-aio-gpu-nvidia-cuda-12'
             makeflags: "--jobs=3 --output-sync=target"
           - build-type: 'sycl_f16'
@@ -137,12 +128,12 @@ jobs:
             tag-latest: 'auto'
             base-image: "quay.io/go-skynet/intel-oneapi-base:latest"
             grpc-base-image: "ubuntu:22.04"
-            tag-suffix: '-sycl-f16'
+            tag-suffix: '-sycl-f16-extras'
             ffmpeg: 'true'
             image-type: 'extras'
             runs-on: 'arc-runner-set'
             aio: "-aio-gpu-intel-f16"
-            latest-image: 'latest-gpu-intel-f16'
+            latest-image: 'latest-gpu-intel-f16-extras'
             latest-image-aio: 'latest-aio-gpu-intel-f16'
             makeflags: "--jobs=3 --output-sync=target"
           - build-type: 'sycl_f32'
@@ -150,12 +141,12 @@ jobs:
             tag-latest: 'auto'
             base-image: "quay.io/go-skynet/intel-oneapi-base:latest"
             grpc-base-image: "ubuntu:22.04"
-            tag-suffix: '-sycl-f32'
+            tag-suffix: '-sycl-f32-extras'
             ffmpeg: 'true'
             image-type: 'extras'
             runs-on: 'arc-runner-set'
             aio: "-aio-gpu-intel-f32"
-            latest-image: 'latest-gpu-intel-f32'
+            latest-image: 'latest-gpu-intel-f32-extras'
             latest-image-aio: 'latest-aio-gpu-intel-f32'
             makeflags: "--jobs=3 --output-sync=target"
           # Core images
@@ -164,23 +155,23 @@ jobs:
             tag-latest: 'false'
             base-image: "quay.io/go-skynet/intel-oneapi-base:latest"
             grpc-base-image: "ubuntu:22.04"
-            tag-suffix: '-sycl-f16-core'
+            tag-suffix: '-sycl-f16'
             ffmpeg: 'true'
             image-type: 'core'
             runs-on: 'arc-runner-set'
             makeflags: "--jobs=3 --output-sync=target"
-            latest-image: 'latest-gpu-intel-f16-core'
+            latest-image: 'latest-gpu-intel-f16'
           - build-type: 'sycl_f32'
             platforms: 'linux/amd64'
             tag-latest: 'false'
             base-image: "quay.io/go-skynet/intel-oneapi-base:latest"
             grpc-base-image: "ubuntu:22.04"
-            tag-suffix: '-sycl-f32-core'
+            tag-suffix: '-sycl-f32'
             ffmpeg: 'true'
             image-type: 'core'
             runs-on: 'arc-runner-set'
             makeflags: "--jobs=3 --output-sync=target"
-            latest-image: 'latest-gpu-intel-f32-core'
+            latest-image: 'latest-gpu-intel-f32'
 
   core-image-build:
     uses: ./.github/workflows/image_build.yml
@@ -213,7 +204,7 @@ jobs:
           - build-type: ''
             platforms: 'linux/amd64,linux/arm64'
             tag-latest: 'auto'
-            tag-suffix: '-core'
+            tag-suffix: ''
             ffmpeg: 'true'
             image-type: 'core'
             base-image: "ubuntu:22.04"
@@ -228,38 +219,38 @@ jobs:
             cuda-minor-version: "7"
             platforms: 'linux/amd64'
             tag-latest: 'false'
-            tag-suffix: '-cublas-cuda11-core'
+            tag-suffix: '-cublas-cuda11'
             ffmpeg: 'true'
             image-type: 'core'
             runs-on: 'arc-runner-set'
             base-image: "ubuntu:22.04"
             makeflags: "--jobs=4 --output-sync=target"
             skip-drivers: 'false'
-            latest-image: 'latest-gpu-nvidia-cuda-12-core'
+            latest-image: 'latest-gpu-nvidia-cuda-12'
           - build-type: 'cublas'
             cuda-major-version: "12"
             cuda-minor-version: "0"
             platforms: 'linux/amd64'
             tag-latest: 'false'
-            tag-suffix: '-cublas-cuda12-core'
+            tag-suffix: '-cublas-cuda12'
             ffmpeg: 'true'
             image-type: 'core'
             runs-on: 'arc-runner-set'
             base-image: "ubuntu:22.04"
             skip-drivers: 'false'
             makeflags: "--jobs=4 --output-sync=target"
-            latest-image: 'latest-gpu-nvidia-cuda-12-core'
+            latest-image: 'latest-gpu-nvidia-cuda-12'
           - build-type: 'vulkan'
             platforms: 'linux/amd64'
             tag-latest: 'false'
-            tag-suffix: '-vulkan-core'
+            tag-suffix: '-vulkan'
             ffmpeg: 'true'
             image-type: 'core'
             runs-on: 'arc-runner-set'
             base-image: "ubuntu:22.04"
             skip-drivers: 'false'
             makeflags: "--jobs=4 --output-sync=target"
-            latest-image: 'latest-gpu-vulkan-core'
+            latest-image: 'latest-gpu-vulkan'
   gh-runner:
     uses: ./.github/workflows/image_build.yml
     with:
@@ -292,8 +283,8 @@ jobs:
             cuda-minor-version: "0"
             platforms: 'linux/arm64'
             tag-latest: 'false'
-            tag-suffix: '-nvidia-l4t-arm64-core'
-            latest-image: 'latest-nvidia-l4t-arm64-core'
+            tag-suffix: '-nvidia-l4t-arm64'
+            latest-image: 'latest-nvidia-l4t-arm64'
             ffmpeg: 'true'
             image-type: 'core'
             base-image: "nvcr.io/nvidia/l4t-jetpack:r36.4.0"

From 12d0fe610be8403ad524ddd5c429cb2f2851924b Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 12 May 2025 22:01:19 +0200
Subject: [PATCH 645/679] chore(deps): bump dependabot/fetch-metadata from
 2.3.0 to 2.4.0 (#5355)

Bumps [dependabot/fetch-metadata](https://github.com/dependabot/fetch-metadata) from 2.3.0 to 2.4.0.
- [Release notes](https://github.com/dependabot/fetch-metadata/releases)
- [Commits](https://github.com/dependabot/fetch-metadata/compare/v2.3.0...v2.4.0)

---
updated-dependencies:
- dependency-name: dependabot/fetch-metadata
  dependency-version: 2.4.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 .github/workflows/dependabot_auto.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/dependabot_auto.yml b/.github/workflows/dependabot_auto.yml
index 5bcd84f6..ca3a2285 100644
--- a/.github/workflows/dependabot_auto.yml
+++ b/.github/workflows/dependabot_auto.yml
@@ -14,7 +14,7 @@ jobs:
     steps:
       - name: Dependabot metadata
         id: metadata
-        uses: dependabot/fetch-metadata@v2.3.0
+        uses: dependabot/fetch-metadata@v2.4.0
         with:
           github-token: "${{ secrets.GITHUB_TOKEN }}"
           skip-commit-verification: true

From fd17a3312c4c1f5688152eff227e27d9b7bce365 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 12 May 2025 22:01:43 +0200
Subject: [PATCH 646/679] chore(deps): bump securego/gosec from 2.22.3 to
 2.22.4 (#5356)

Bumps [securego/gosec](https://github.com/securego/gosec) from 2.22.3 to 2.22.4.
- [Release notes](https://github.com/securego/gosec/releases)
- [Changelog](https://github.com/securego/gosec/blob/master/.goreleaser.yml)
- [Commits](https://github.com/securego/gosec/compare/v2.22.3...v2.22.4)

---
updated-dependencies:
- dependency-name: securego/gosec
  dependency-version: 2.22.4
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 .github/workflows/secscan.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/secscan.yaml b/.github/workflows/secscan.yaml
index 2122fa76..c8be2cd1 100644
--- a/.github/workflows/secscan.yaml
+++ b/.github/workflows/secscan.yaml
@@ -18,7 +18,7 @@ jobs:
         if: ${{ github.actor != 'dependabot[bot]' }}
       - name: Run Gosec Security Scanner
         if: ${{ github.actor != 'dependabot[bot]' }}
-        uses: securego/gosec@v2.22.3
+        uses: securego/gosec@v2.22.4
         with:
           # we let the report trigger content trigger a failure using the GitHub Security features.
           args: '-no-fail -fmt sarif -out results.sarif ./...'

From fcaa0a2f01e50b383e5c234a744cd2c48310c934 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Tue, 13 May 2025 21:59:50 +0200
Subject: [PATCH 647/679] chore: :arrow_up: Update ggml-org/whisper.cpp to
 `e41bc5c61ae66af6be2bd7011769bb821a83e8ae` (#5357)

:arrow_up: Update ggml-org/whisper.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 9f3f0551..29cdc154 100644
--- a/Makefile
+++ b/Makefile
@@ -10,7 +10,7 @@ CPPLLAMA_VERSION?=9a390c4829cd3058d26a2e2c09d16e3fd12bf1b1
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggml-org/whisper.cpp
-WHISPER_CPP_VERSION?=2e310b841e0b4e7cf00890b53411dd9f8578f243
+WHISPER_CPP_VERSION?=e41bc5c61ae66af6be2bd7011769bb821a83e8ae
 
 # go-piper version
 PIPER_REPO?=https://github.com/mudler/go-piper

From 6adb019f8f3ccd24d4fc249245eb92ce437c050a Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Tue, 13 May 2025 22:00:19 +0200
Subject: [PATCH 648/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `de4c07f93783a1a96456a44dc16b9db538ee1618` (#5358)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 29cdc154..69a5969a 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=9a390c4829cd3058d26a2e2c09d16e3fd12bf1b1
+CPPLLAMA_VERSION?=de4c07f93783a1a96456a44dc16b9db538ee1618
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggml-org/whisper.cpp

From 3be71be696b827cac32fb4a66997cb4dbc833003 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 13 May 2025 22:00:41 +0200
Subject: [PATCH 649/679] fix(ci): tag latest against cpu-only image (#5362)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 .github/workflows/image.yml | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/.github/workflows/image.yml b/.github/workflows/image.yml
index e8acf1fe..01709010 100644
--- a/.github/workflows/image.yml
+++ b/.github/workflows/image.yml
@@ -99,7 +99,7 @@ jobs:
             cuda-major-version: "11"
             cuda-minor-version: "7"
             platforms: 'linux/amd64'
-            tag-latest: 'auto'
+            tag-latest: 'false'
             tag-suffix: '-cublas-cuda11-extras'
             ffmpeg: 'true'
             image-type: 'extras'
@@ -113,7 +113,7 @@ jobs:
             cuda-major-version: "12"
             cuda-minor-version: "0"
             platforms: 'linux/amd64'
-            tag-latest: 'auto'
+            tag-latest: 'false'
             tag-suffix: '-cublas-cuda12-extras'
             ffmpeg: 'true'
             image-type: 'extras'
@@ -125,7 +125,7 @@ jobs:
             makeflags: "--jobs=3 --output-sync=target"
           - build-type: 'sycl_f16'
             platforms: 'linux/amd64'
-            tag-latest: 'auto'
+            tag-latest: 'false'
             base-image: "quay.io/go-skynet/intel-oneapi-base:latest"
             grpc-base-image: "ubuntu:22.04"
             tag-suffix: '-sycl-f16-extras'
@@ -138,7 +138,7 @@ jobs:
             makeflags: "--jobs=3 --output-sync=target"
           - build-type: 'sycl_f32'
             platforms: 'linux/amd64'
-            tag-latest: 'auto'
+            tag-latest: 'false'
             base-image: "quay.io/go-skynet/intel-oneapi-base:latest"
             grpc-base-image: "ubuntu:22.04"
             tag-suffix: '-sycl-f32-extras'

From 029f97c2a2a0a009d29a6c1a9731ca8959ad29bc Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Wed, 14 May 2025 03:54:34 +0200
Subject: [PATCH 650/679] docs: :arrow_up: update docs version mudler/LocalAI
 (#5363)

:arrow_up: Update docs version mudler/LocalAI

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 docs/data/version.json | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/data/version.json b/docs/data/version.json
index 449f4a39..d5647cef 100644
--- a/docs/data/version.json
+++ b/docs/data/version.json
@@ -1,3 +1,3 @@
 {
-  "version": "v2.28.0"
+  "version": "v2.29.0"
 }

From cb28aef93b82987324d2cf53879a1ef11ac411c7 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Wed, 14 May 2025 09:24:16 +0200
Subject: [PATCH 651/679] chore: :arrow_up: Update ggml-org/whisper.cpp to
 `f89056057511a1657af90bb28ef3f21e5b1f33cd` (#5364)

:arrow_up: Update ggml-org/whisper.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 69a5969a..c9c72cd5 100644
--- a/Makefile
+++ b/Makefile
@@ -10,7 +10,7 @@ CPPLLAMA_VERSION?=de4c07f93783a1a96456a44dc16b9db538ee1618
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggml-org/whisper.cpp
-WHISPER_CPP_VERSION?=e41bc5c61ae66af6be2bd7011769bb821a83e8ae
+WHISPER_CPP_VERSION?=f89056057511a1657af90bb28ef3f21e5b1f33cd
 
 # go-piper version
 PIPER_REPO?=https://github.com/mudler/go-piper

From e52c66c76eb37c67bf3ae2d30060d60eb3e46722 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Wed, 14 May 2025 19:28:30 +0200
Subject: [PATCH 652/679] chore(docs/install.sh): image changes (#5354)

chore(docs): image changes

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 README.md                                     | 82 ++++++++++++++++---
 docs/content/docs/advanced/installer.md       | 11 ++-
 .../docs/getting-started/container-images.md  | 42 ++++------
 docs/static/install.sh                        | 69 +++++++++-------
 4 files changed, 138 insertions(+), 66 deletions(-)

diff --git a/README.md b/README.md
index ddeb5d65..d85f7d67 100644
--- a/README.md
+++ b/README.md
@@ -113,22 +113,84 @@ For more installation options, see [Installer Options](https://localai.io/docs/a
 Or run with docker:
 
 ### CPU only image:
-```bash
-docker run -ti --name local-ai -p 8080:8080 localai/localai:latest-cpu
-```
-### Nvidia GPU:
-```bash
-docker run -ti --name local-ai -p 8080:8080 --gpus all localai/localai:latest-gpu-nvidia-cuda-12
-```
-### CPU and GPU image (bigger size):
+
 ```bash
 docker run -ti --name local-ai -p 8080:8080 localai/localai:latest
 ```
-### AIO images (it will pre-download a set of models ready for use, see https://localai.io/basics/container/)
+
+### NVIDIA GPU Images:
+
 ```bash
-docker run -ti --name local-ai -p 8080:8080 localai/localai:latest-aio-cpu
+# CUDA 12.0 with core features
+docker run -ti --name local-ai -p 8080:8080 --gpus all localai/localai:latest-gpu-nvidia-cuda-12
+
+# CUDA 12.0 with extra Python dependencies
+docker run -ti --name local-ai -p 8080:8080 --gpus all localai/localai:latest-gpu-nvidia-cuda-12-extras
+
+# CUDA 11.7 with core features
+docker run -ti --name local-ai -p 8080:8080 --gpus all localai/localai:latest-gpu-nvidia-cuda-11
+
+# CUDA 11.7 with extra Python dependencies
+docker run -ti --name local-ai -p 8080:8080 --gpus all localai/localai:latest-gpu-nvidia-cuda-11-extras
+
+# NVIDIA Jetson (L4T) ARM64
+docker run -ti --name local-ai -p 8080:8080 --gpus all localai/localai:latest-nvidia-l4t-arm64
 ```
 
+### AMD GPU Images (ROCm):
+
+```bash
+# ROCm with core features
+docker run -ti --name local-ai -p 8080:8080 --device=/dev/kfd --device=/dev/dri --group-add=video localai/localai:latest-gpu-hipblas
+
+# ROCm with extra Python dependencies
+docker run -ti --name local-ai -p 8080:8080 --device=/dev/kfd --device=/dev/dri --group-add=video localai/localai:latest-gpu-hipblas-extras
+```
+
+### Intel GPU Images (oneAPI):
+
+```bash
+# Intel GPU with FP16 support
+docker run -ti --name local-ai -p 8080:8080 localai/localai:latest-gpu-intel-f16
+
+# Intel GPU with FP16 support and extra dependencies
+docker run -ti --name local-ai -p 8080:8080 localai/localai:latest-gpu-intel-f16-extras
+
+# Intel GPU with FP32 support
+docker run -ti --name local-ai -p 8080:8080 localai/localai:latest-gpu-intel-f32
+
+# Intel GPU with FP32 support and extra dependencies
+docker run -ti --name local-ai -p 8080:8080 localai/localai:latest-gpu-intel-f32-extras
+```
+
+### Vulkan GPU Images:
+
+```bash
+# Vulkan with core features
+docker run -ti --name local-ai -p 8080:8080 localai/localai:latest-gpu-vulkan
+```
+
+### AIO Images (pre-downloaded models):
+
+```bash
+# CPU version
+docker run -ti --name local-ai -p 8080:8080 localai/localai:latest-aio-cpu
+
+# NVIDIA CUDA 12 version
+docker run -ti --name local-ai -p 8080:8080 --gpus all localai/localai:latest-aio-gpu-nvidia-cuda-12
+
+# NVIDIA CUDA 11 version
+docker run -ti --name local-ai -p 8080:8080 --gpus all localai/localai:latest-aio-gpu-nvidia-cuda-11
+
+# Intel GPU version
+docker run -ti --name local-ai -p 8080:8080 localai/localai:latest-aio-gpu-intel-f16
+
+# AMD GPU version
+docker run -ti --name local-ai -p 8080:8080 --device=/dev/kfd --device=/dev/dri --group-add=video localai/localai:latest-aio-gpu-hipblas
+```
+
+For more information about the AIO images and pre-downloaded models, see [Container Documentation](https://localai.io/basics/container/).
+
 To load models:
 
 ```bash
diff --git a/docs/content/docs/advanced/installer.md b/docs/content/docs/advanced/installer.md
index f584da27..e473c090 100644
--- a/docs/content/docs/advanced/installer.md
+++ b/docs/content/docs/advanced/installer.md
@@ -23,8 +23,9 @@ List of the Environment Variables:
 |----------------------|--------------------------------------------------------------|
 | **DOCKER_INSTALL**       | Set to "true" to enable the installation of Docker images.    |
 | **USE_AIO**              | Set to "true" to use the all-in-one LocalAI Docker image.    |
+| **USE_EXTRAS**           | Set to "true" to use images with extra Python dependencies.   |
+| **USE_VULKAN**           | Set to "true" to use Vulkan GPU support.                     |
 | **API_KEY**              | Specify an API key for accessing LocalAI, if required.       |
-| **CORE_IMAGES**          | Set to "true" to download core LocalAI images.                |
 | **PORT**                 | Specifies the port on which LocalAI will run (default is 8080). |
 | **THREADS**              | Number of processor threads the application should use. Defaults to the number of logical cores minus one. |
 | **VERSION**              | Specifies the version of LocalAI to install. Defaults to the latest available version. |
@@ -34,6 +35,14 @@ List of the Environment Variables:
 | **FEDERATED** | Set to "true" to share the instance with the federation (p2p token is required see [documentation]({{%relref "docs/features/distributed_inferencing" %}}))  |
 | **FEDERATED_SERVER** | Set to "true" to run the instance as a federation server which forwards requests to the federation (p2p token is required see [documentation]({{%relref "docs/features/distributed_inferencing" %}}))  |
 
+## Image Selection
+
+The installer will automatically detect your GPU and select the appropriate image. By default, it uses the standard images without extra Python dependencies. You can customize the image selection using the following environment variables:
+
+- `USE_EXTRAS=true`: Use images with extra Python dependencies (larger images, ~17GB)
+- `USE_AIO=true`: Use all-in-one images that include all dependencies
+- `USE_VULKAN=true`: Use Vulkan GPU support instead of vendor-specific GPU support
+
 ## Uninstallation
 
 To uninstall, run:
diff --git a/docs/content/docs/getting-started/container-images.md b/docs/content/docs/getting-started/container-images.md
index d1930805..6f4b2fc2 100644
--- a/docs/content/docs/getting-started/container-images.md
+++ b/docs/content/docs/getting-started/container-images.md
@@ -150,7 +150,7 @@ The AIO Images are inheriting the same environment variables as the base images
 
 Standard container images do not have pre-installed models. 
 
-Images are available with and without python dependencies. Note that images with python dependencies are bigger (in order of 17GB). 
+Images are available with and without python dependencies (images with the `extras` suffix). Note that images with python dependencies are bigger (in order of 17GB). 
 
 Images with `core` in the tag are smaller and do not contain any python dependencies. 
 
@@ -160,10 +160,8 @@ Images with `core` in the tag are smaller and do not contain any python dependen
 | Description | Quay | Docker Hub                                   |
 | --- | --- |-----------------------------------------------|
 | Latest images from the branch (development) | `quay.io/go-skynet/local-ai:master` | `localai/localai:master`                      |
-| Latest tag | `quay.io/go-skynet/local-ai:latest-cpu`                  | `localai/localai:latest-cpu`                  |
+| Latest tag | `quay.io/go-skynet/local-ai:latest` | `localai/localai:latest`                  |
 | Versioned image | `quay.io/go-skynet/local-ai:{{< version >}}` | `localai/localai:{{< version >}}`             |
-| Versioned image including FFMpeg| `quay.io/go-skynet/local-ai:{{< version >}}-ffmpeg` | `localai/localai:{{< version >}}-ffmpeg`      |
-| Versioned image including FFMpeg, no python | `quay.io/go-skynet/local-ai:{{< version >}}-ffmpeg-core` | `localai/localai:{{< version >}}-ffmpeg-core` |
 
 {{% /tab %}}
 
@@ -172,10 +170,9 @@ Images with `core` in the tag are smaller and do not contain any python dependen
 | Description | Quay | Docker Hub                                                  |
 | --- | --- |-------------------------------------------------------------|
 | Latest images from the branch (development) | `quay.io/go-skynet/local-ai:master-cublas-cuda11` | `localai/localai:master-cublas-cuda11`                      |
-| Latest tag | `quay.io/go-skynet/local-ai:latest-gpu-nvidia-cuda-11`                 | `localai/localai:latest-gpu-nvidia-cuda-11`                      |
+| Latest tag | `quay.io/go-skynet/local-ai:latest-gpu-nvidia-cuda-11` | `localai/localai:latest-gpu-nvidia-cuda-11`                      |
+| Latest tag with extras | `quay.io/go-skynet/local-ai:latest-gpu-nvidia-cuda-11-extras` | `localai/localai:latest-gpu-nvidia-cuda-11-extras`                      |
 | Versioned image | `quay.io/go-skynet/local-ai:{{< version >}}-cublas-cuda11` | `localai/localai:{{< version >}}-cublas-cuda11`             |
-| Versioned image including FFMpeg| `quay.io/go-skynet/local-ai:{{< version >}}-cublas-cuda11-ffmpeg` | `localai/localai:{{< version >}}-cublas-cuda11-ffmpeg`      |
-| Versioned image including FFMpeg, no python | `quay.io/go-skynet/local-ai:{{< version >}}-cublas-cuda11-ffmpeg-core` | `localai/localai:{{< version >}}-cublas-cuda11-ffmpeg-core` |
 
 {{% /tab %}}
 
@@ -185,9 +182,8 @@ Images with `core` in the tag are smaller and do not contain any python dependen
 | --- | --- |-------------------------------------------------------------|
 | Latest images from the branch (development) | `quay.io/go-skynet/local-ai:master-cublas-cuda12` | `localai/localai:master-cublas-cuda12`                      |
 | Latest tag | `quay.io/go-skynet/local-ai:latest-gpu-nvidia-cuda-12` | `localai/localai:latest-gpu-nvidia-cuda-12`                 |
+| Latest tag with extras | `quay.io/go-skynet/local-ai:latest-gpu-nvidia-cuda-12-extras` | `localai/localai:latest-gpu-nvidia-cuda-12-extras`                 |
 | Versioned image | `quay.io/go-skynet/local-ai:{{< version >}}-cublas-cuda12` | `localai/localai:{{< version >}}-cublas-cuda12`             |
-| Versioned image including FFMpeg| `quay.io/go-skynet/local-ai:{{< version >}}-cublas-cuda12-ffmpeg` | `localai/localai:{{< version >}}-cublas-cuda12-ffmpeg`      |
-| Versioned image including FFMpeg, no python | `quay.io/go-skynet/local-ai:{{< version >}}-cublas-cuda12-ffmpeg-core` | `localai/localai:{{< version >}}-cublas-cuda12-ffmpeg-core` |
 
 {{% /tab %}}
 
@@ -197,9 +193,8 @@ Images with `core` in the tag are smaller and do not contain any python dependen
 | --- | --- |-------------------------------------------------------------|
 | Latest images from the branch (development) | `quay.io/go-skynet/local-ai:master-sycl-f16` | `localai/localai:master-sycl-f16`                      |
 | Latest tag | `quay.io/go-skynet/local-ai:latest-gpu-intel-f16` | `localai/localai:latest-gpu-intel-f16`                      |
-| Versioned image | `quay.io/go-skynet/local-ai:{{< version >}}-sycl-f16-core` | `localai/localai:{{< version >}}-sycl-f16-core`             |
-| Versioned image including FFMpeg| `quay.io/go-skynet/local-ai:{{< version >}}-sycl-f16-ffmpeg` | `localai/localai:{{< version >}}-sycl-f16-ffmpeg`      |
-| Versioned image including FFMpeg, no python | `quay.io/go-skynet/local-ai:{{< version >}}-sycl-f16-ffmpeg-core` | `localai/localai:{{< version >}}-sycl-f16-ffmpeg-core` |
+| Latest tag with extras | `quay.io/go-skynet/local-ai:latest-gpu-intel-f16-extras` | `localai/localai:latest-gpu-intel-f16-extras`                      |
+| Versioned image | `quay.io/go-skynet/local-ai:{{< version >}}-sycl-f16` | `localai/localai:{{< version >}}-sycl-f16`             |
 
 {{% /tab %}}
 
@@ -209,9 +204,8 @@ Images with `core` in the tag are smaller and do not contain any python dependen
 | --- | --- |-------------------------------------------------------------|
 | Latest images from the branch (development) | `quay.io/go-skynet/local-ai:master-sycl-f32` | `localai/localai:master-sycl-f32`                      |
 | Latest tag | `quay.io/go-skynet/local-ai:latest-gpu-intel-f32` | `localai/localai:latest-gpu-intel-f32`                      |
-| Versioned image | `quay.io/go-skynet/local-ai:{{< version >}}-sycl-f32-core` | `localai/localai:{{< version >}}-sycl-f32-core`             |
-| Versioned image including FFMpeg| `quay.io/go-skynet/local-ai:{{< version >}}-sycl-f32-ffmpeg` | `localai/localai:{{< version >}}-sycl-f32-ffmpeg`      |
-| Versioned image including FFMpeg, no python | `quay.io/go-skynet/local-ai:{{< version >}}-sycl-f32-ffmpeg-core` | `localai/localai:{{< version >}}-sycl-f32-ffmpeg-core` |
+| Latest tag with extras | `quay.io/go-skynet/local-ai:latest-gpu-intel-f32-extras` | `localai/localai:latest-gpu-intel-f32-extras`                      |
+| Versioned image | `quay.io/go-skynet/local-ai:{{< version >}}-sycl-f32` | `localai/localai:{{< version >}}-sycl-f32`             |
 
 {{% /tab %}}
 
@@ -220,20 +214,18 @@ Images with `core` in the tag are smaller and do not contain any python dependen
 | Description | Quay | Docker Hub                                                  |
 | --- | --- |-------------------------------------------------------------|
 | Latest images from the branch (development) | `quay.io/go-skynet/local-ai:master-hipblas` | `localai/localai:master-hipblas`                      |
-| Latest tag | `quay.io/go-skynet/local-ai:latest-gpu-hipblas`                  | `localai/localai:latest-gpu-hipblas`                  |
+| Latest tag | `quay.io/go-skynet/local-ai:latest-gpu-hipblas` | `localai/localai:latest-gpu-hipblas`                      |
+| Latest tag with extras | `quay.io/go-skynet/local-ai:latest-gpu-hipblas-extras` | `localai/localai:latest-gpu-hipblas-extras`                      |
 | Versioned image | `quay.io/go-skynet/local-ai:{{< version >}}-hipblas` | `localai/localai:{{< version >}}-hipblas`             |
-| Versioned image including FFMpeg| `quay.io/go-skynet/local-ai:{{< version >}}-hipblas-ffmpeg` | `localai/localai:{{< version >}}-hipblas-ffmpeg`      |
-| Versioned image including FFMpeg, no python | `quay.io/go-skynet/local-ai:{{< version >}}-hipblas-ffmpeg-core` | `localai/localai:{{< version >}}-hipblas-ffmpeg-core` |
 
 {{% /tab %}}
 
-
 {{% tab tabName="Vulkan Images" %}}
 | Description | Quay | Docker Hub                                                  |
 | --- | --- |-------------------------------------------------------------|
-| Latest images from the branch (development) | `quay.io/go-skynet/local-ai: master-vulkan-ffmpeg-core ` | `localai/localai: master-vulkan-ffmpeg-core `                      |
-| Latest tag | `quay.io/go-skynet/local-ai: latest-vulkan-ffmpeg-core ` | `localai/localai: latest-vulkan-ffmpeg-core`                 |
-| Versioned image including FFMpeg, no python | `quay.io/go-skynet/local-ai:{{< version >}}-vulkan-fmpeg-core` | `localai/localai:{{< version >}}-vulkan-fmpeg-core`             |
+| Latest images from the branch (development) | `quay.io/go-skynet/local-ai:master-vulkan` | `localai/localai:master-vulkan`                      |
+| Latest tag | `quay.io/go-skynet/local-ai:latest-gpu-vulkan` | `localai/localai:latest-gpu-vulkan`                 |
+| Versioned image | `quay.io/go-skynet/local-ai:{{< version >}}-vulkan` | `localai/localai:{{< version >}}-vulkan`             |
 {{% /tab %}}
 
 {{% tab tabName="Nvidia Linux for tegra" %}}
@@ -242,9 +234,9 @@ These images are compatible with Nvidia ARM64 devices, such as the Jetson Nano,
 
 | Description | Quay | Docker Hub                                                  |
 | --- | --- |-------------------------------------------------------------|
-| Latest images from the branch (development) | `quay.io/go-skynet/local-ai:master-nvidia-l4t-arm64-core` | `localai/localai:master-nvidia-l4t-arm64-core`                      |
-| Latest tag | `quay.io/go-skynet/local-ai:latest-nvidia-l4t-arm64-core` | `localai/localai:latest-nvidia-l4t-arm64-core`                 |
-| Versioned image | `quay.io/go-skynet/local-ai:{{< version >}}-nvidia-l4t-arm64-core` | `localai/localai:{{< version >}}-nvidia-l4t-arm64-core`             |
+| Latest images from the branch (development) | `quay.io/go-skynet/local-ai:master-nvidia-l4t-arm64` | `localai/localai:master-nvidia-l4t-arm64`                      |
+| Latest tag | `quay.io/go-skynet/local-ai:latest-nvidia-l4t-arm64` | `localai/localai:latest-nvidia-l4t-arm64`                 |
+| Versioned image | `quay.io/go-skynet/local-ai:{{< version >}}-nvidia-l4t-arm64` | `localai/localai:{{< version >}}-nvidia-l4t-arm64`             |
 
 {{% /tab %}}
 
diff --git a/docs/static/install.sh b/docs/static/install.sh
index c39c6ba3..33e13375 100755
--- a/docs/static/install.sh
+++ b/docs/static/install.sh
@@ -16,6 +16,8 @@
 # Environment Variables:
 #   DOCKER_INSTALL - Set to "true" to install Docker images (default: auto-detected)
 #   USE_AIO       - Set to "true" to use the all-in-one LocalAI image (default: false)
+#   USE_EXTRAS    - Set to "true" to use images with extra Python dependencies (default: false)
+#   USE_VULKAN    - Set to "true" to use Vulkan GPU support (default: false)
 #   API_KEY       - API key for securing LocalAI access (default: none)
 #   PORT          - Port to run LocalAI on (default: 8080)
 #   THREADS       - Number of CPU threads to use (default: auto-detected)
@@ -158,6 +160,8 @@ uninstall_localai() {
 
 # DOCKER_INSTALL - set to "true" to install Docker images
 # USE_AIO - set to "true" to install the all-in-one LocalAI image
+# USE_EXTRAS - set to "true" to use images with extra Python dependencies
+# USE_VULKAN - set to "true" to use Vulkan GPU support
 PORT=${PORT:-8080}
 
 docker_found=false
@@ -171,6 +175,8 @@ fi
 
 DOCKER_INSTALL=${DOCKER_INSTALL:-$docker_found}
 USE_AIO=${USE_AIO:-false}
+USE_EXTRAS=${USE_EXTRAS:-false}
+USE_VULKAN=${USE_VULKAN:-false}
 API_KEY=${API_KEY:-}
 CORE_IMAGES=${CORE_IMAGES:-false}
 P2P_TOKEN=${P2P_TOKEN:-}
@@ -404,9 +410,9 @@ install_container_toolkit() {
     info "Restarting Docker Daemon"
     $SUDO systemctl restart docker
 
-    # The NVML error arises because SELinux blocked the container’s attempts to open the GPU devices or related libraries.
-    # Without relaxing SELinux for the container, GPU commands like nvidia-smi report “Insufficient Permissions”
-    # This has been noted in NVIDIA’s documentation:
+    # The NVML error arises because SELinux blocked the container's attempts to open the GPU devices or related libraries.
+    # Without relaxing SELinux for the container, GPU commands like nvidia-smi report "Insufficient Permissions"
+    # This has been noted in NVIDIA's documentation:
     # ref: https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/1.13.5/install-guide.html#id2
     # ref: https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/latest/troubleshooting.html#nvml-insufficient-permissions-and-selinux
     case $OS_NAME in
@@ -645,15 +651,6 @@ install_docker() {
     if $SUDO docker ps -a --format '{{.Names}}' | grep -q local-ai; then
         info "LocalAI Docker container already exists, replacing it..."
         $SUDO docker rm -f local-ai
-        # # Check if it is running
-        # if $SUDO docker ps --format '{{.Names}}' | grep -q local-ai; then
-        #     info "LocalAI Docker container is already running."
-        #     exit 0
-        # fi
-
-        # info "Starting LocalAI Docker container..."
-        # $SUDO docker start local-ai
-        # exit 0
     fi
 
     envs=""
@@ -665,11 +662,23 @@ install_docker() {
     fi
 
     IMAGE_TAG=
-    if [ "$HAS_CUDA" ]; then
-        IMAGE_TAG=${LOCALAI_VERSION}-cublas-cuda12-ffmpeg
-        # CORE
-        if [ "$CORE_IMAGES" = true ]; then
-            IMAGE_TAG=${LOCALAI_VERSION}-cublas-cuda12-ffmpeg-core
+    if [ "$USE_VULKAN" = true ]; then
+        IMAGE_TAG=${LOCALAI_VERSION}-gpu-vulkan
+
+        info "Starting LocalAI Docker container..."
+        $SUDO docker run -v local-ai-data:/build/models \
+            --device /dev/dri \
+            --restart=always \
+            -e API_KEY=$API_KEY \
+            -e THREADS=$THREADS \
+            $envs \
+            -d -p $PORT:8080 --name local-ai localai/localai:$IMAGE_TAG $STARTCOMMAND
+    elif [ "$HAS_CUDA" ]; then
+        # Default to CUDA 12
+        IMAGE_TAG=${LOCALAI_VERSION}-cublas-cuda12
+        # EXTRAS
+        if [ "$USE_EXTRAS" = true ]; then
+            IMAGE_TAG=${LOCALAI_VERSION}-cublas-cuda12-extras
         fi
         # AIO
         if [ "$USE_AIO" = true ]; then
@@ -696,10 +705,10 @@ install_docker() {
             $envs \
             -d -p $PORT:8080 --name local-ai localai/localai:$IMAGE_TAG $STARTCOMMAND
     elif [ "$HAS_AMD" ]; then
-        IMAGE_TAG=${LOCALAI_VERSION}-hipblas-ffmpeg
-        # CORE
-        if [ "$CORE_IMAGES" = true ]; then
-            IMAGE_TAG=${LOCALAI_VERSION}-hipblas-ffmpeg-core
+        IMAGE_TAG=${LOCALAI_VERSION}-hipblas
+        # EXTRAS
+        if [ "$USE_EXTRAS" = true ]; then
+            IMAGE_TAG=${LOCALAI_VERSION}-hipblas-extras
         fi
         # AIO
         if [ "$USE_AIO" = true ]; then
@@ -710,16 +719,18 @@ install_docker() {
         $SUDO docker run -v local-ai-data:/build/models \
             --device /dev/dri \
             --device /dev/kfd \
+            --group-add=video \
             --restart=always \
             -e API_KEY=$API_KEY \
             -e THREADS=$THREADS \
             $envs \
             -d -p $PORT:8080 --name local-ai localai/localai:$IMAGE_TAG $STARTCOMMAND
     elif [ "$HAS_INTEL" ]; then
-        IMAGE_TAG=${LOCALAI_VERSION}-sycl-f32-ffmpeg
-        # CORE
-        if [ "$CORE_IMAGES" = true ]; then
-            IMAGE_TAG=${LOCALAI_VERSION}-sycl-f32-ffmpeg-core
+        # Default to FP32 for better compatibility
+        IMAGE_TAG=${LOCALAI_VERSION}-sycl-f32
+        # EXTRAS
+        if [ "$USE_EXTRAS" = true ]; then
+            IMAGE_TAG=${LOCALAI_VERSION}-sycl-f32-extras
         fi
         # AIO
         if [ "$USE_AIO" = true ]; then
@@ -734,12 +745,10 @@ install_docker() {
             -e THREADS=$THREADS \
             $envs \
             -d -p $PORT:8080 --name local-ai localai/localai:$IMAGE_TAG $STARTCOMMAND
+
     else
-        IMAGE_TAG=${LOCALAI_VERSION}-ffmpeg
-        # CORE
-        if [ "$CORE_IMAGES" = true ]; then
-            IMAGE_TAG=${LOCALAI_VERSION}-ffmpeg-core
-        fi
+        IMAGE_TAG=${LOCALAI_VERSION}
+
         # AIO
         if [ "$USE_AIO" = true ]; then
             IMAGE_TAG=${LOCALAI_VERSION}-aio-cpu

From 30704292de7df96a276e2c147a41c04234f3e825 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Thu, 15 May 2025 02:34:16 +0200
Subject: [PATCH 653/679] chore: :arrow_up: Update ggml-org/whisper.cpp to
 `f389d7e3e56bbbfec49fd333551927a0fcbb7213` (#5367)

:arrow_up: Update ggml-org/whisper.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index c9c72cd5..07480083 100644
--- a/Makefile
+++ b/Makefile
@@ -10,7 +10,7 @@ CPPLLAMA_VERSION?=de4c07f93783a1a96456a44dc16b9db538ee1618
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggml-org/whisper.cpp
-WHISPER_CPP_VERSION?=f89056057511a1657af90bb28ef3f21e5b1f33cd
+WHISPER_CPP_VERSION?=f389d7e3e56bbbfec49fd333551927a0fcbb7213
 
 # go-piper version
 PIPER_REPO?=https://github.com/mudler/go-piper

From 1dc578167984f0eaad10d2515bf37d6c81f888bb Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 15 May 2025 09:58:51 +0200
Subject: [PATCH 654/679] chore(model gallery): add skywork_skywork-or1-32b
 (#5369)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 17 +++++++++++++++++
 1 file changed, 17 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 55cebca7..ce8863c9 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -10017,6 +10017,23 @@
     - filename: Skywork_Skywork-OR1-32B-Preview-Q4_K_M.gguf
       sha256: 304d4f6e6ac6c530b7427c30b43df3d19ae6160c68582b8815efb129533c2f0c
       uri: huggingface://bartowski/Skywork_Skywork-OR1-32B-Preview-GGUF/Skywork_Skywork-OR1-32B-Preview-Q4_K_M.gguf
+- !!merge <<: *deepseek-r1
+  name: "skywork_skywork-or1-32b"
+  urls:
+    - https://huggingface.co/Skywork/Skywork-OR1-32B
+    - https://huggingface.co/bartowski/Skywork_Skywork-OR1-32B-GGUF
+  description: |
+      The Skywork-OR1 (Open Reasoner 1) model series consists of powerful math and code reasoning models trained using large-scale rule-based reinforcement learning with carefully designed datasets and training recipes. This series includes two general-purpose reasoning modelsl, Skywork-OR1-7B and Skywork-OR1-32B.
+
+          Skywork-OR1-32B outperforms Deepseek-R1 and Qwen3-32B on math tasks (AIME24 and AIME25) and delivers comparable performance on coding tasks (LiveCodeBench).
+          Skywork-OR1-7B exhibits competitive performance compared to similarly sized models in both math and coding scenarios.
+  overrides:
+    parameters:
+      model: Skywork_Skywork-OR1-32B-Q4_K_M.gguf
+  files:
+    - filename: Skywork_Skywork-OR1-32B-Q4_K_M.gguf
+      sha256: 5090c27a200ec3ce95e3077f444a9184f41f7473a6ee3dd73582a92445228d26
+      uri: huggingface://bartowski/Skywork_Skywork-OR1-32B-GGUF/Skywork_Skywork-OR1-32B-Q4_K_M.gguf
 - &qwen2
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master" ## Start QWEN2
   name: "qwen2-7b-instruct"

From 04365843e68c054d13ca7394c14562e0e49f5841 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 15 May 2025 10:02:07 +0200
Subject: [PATCH 655/679] chore(model gallery): add skywork_skywork-or1-7b
 (#5370)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 17 +++++++++++++++++
 1 file changed, 17 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index ce8863c9..bc6ddfa8 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -10034,6 +10034,23 @@
     - filename: Skywork_Skywork-OR1-32B-Q4_K_M.gguf
       sha256: 5090c27a200ec3ce95e3077f444a9184f41f7473a6ee3dd73582a92445228d26
       uri: huggingface://bartowski/Skywork_Skywork-OR1-32B-GGUF/Skywork_Skywork-OR1-32B-Q4_K_M.gguf
+- !!merge <<: *deepseek-r1
+  name: "skywork_skywork-or1-7b"
+  urls:
+    - https://huggingface.co/Skywork/Skywork-OR1-7B
+    - https://huggingface.co/bartowski/Skywork_Skywork-OR1-7B-GGUF
+  description: |
+    The Skywork-OR1 (Open Reasoner 1) model series consists of powerful math and code reasoning models trained using large-scale rule-based reinforcement learning with carefully designed datasets and training recipes. This series includes two general-purpose reasoning modelsl, Skywork-OR1-7B and Skywork-OR1-32B.
+
+    Skywork-OR1-32B outperforms Deepseek-R1 and Qwen3-32B on math tasks (AIME24 and AIME25) and delivers comparable performance on coding tasks (LiveCodeBench).
+    Skywork-OR1-7B exhibits competitive performance compared to similarly sized models in both math and coding scenarios.
+  overrides:
+    parameters:
+      model: Skywork_Skywork-OR1-7B-Q4_K_M.gguf
+  files:
+    - filename: Skywork_Skywork-OR1-7B-Q4_K_M.gguf
+      sha256: 3c5e25b875a8e748fd6991484aa17335c76a13e5aca94917a0c3f08c0239c269
+      uri: huggingface://bartowski/Skywork_Skywork-OR1-7B-GGUF/Skywork_Skywork-OR1-7B-Q4_K_M.gguf
 - &qwen2
   url: "github:mudler/LocalAI/gallery/chatml.yaml@master" ## Start QWEN2
   name: "qwen2-7b-instruct"

From c987de090d999dcd497b0962a07bb35204f3df29 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 15 May 2025 10:04:44 +0200
Subject: [PATCH 656/679] chore(model gallery): add
 thedrummer_snowpiercer-15b-v1 (#5371)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index bc6ddfa8..b20a01ce 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -11480,6 +11480,21 @@
     - filename: Rei-V3-KTO-12B.Q4_K_M.gguf
       sha256: c75a69e9cb7897b856e9fee9f11c19ab62215f0a7363bcff40132322588ac007
       uri: huggingface://mradermacher/Rei-V3-KTO-12B-GGUF/Rei-V3-KTO-12B.Q4_K_M.gguf
+- !!merge <<: *mistral03
+  name: "thedrummer_snowpiercer-15b-v1"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/65f2fd1c25b848bd061b5c2e/XtzACixKJgJlPSMiCIvCC.png
+  urls:
+    - https://huggingface.co/TheDrummer/Snowpiercer-15B-v1
+    - https://huggingface.co/bartowski/TheDrummer_Snowpiercer-15B-v1-GGUF
+  description: |
+    Snowpiercer 15B v1 knocks out the positivity, enhances the RP & creativity, and retains the intelligence & reasoning.
+  overrides:
+    parameters:
+      model: TheDrummer_Snowpiercer-15B-v1-Q4_K_M.gguf
+  files:
+    - filename: TheDrummer_Snowpiercer-15B-v1-Q4_K_M.gguf
+      sha256: 89a8996236399e2bd70f106c6aa31c2880d8de3638105c9e1fc192783b422352
+      uri: huggingface://bartowski/TheDrummer_Snowpiercer-15B-v1-GGUF/TheDrummer_Snowpiercer-15B-v1-Q4_K_M.gguf
 - &mudler
   url: "github:mudler/LocalAI/gallery/mudler.yaml@master" ### START mudler's LocalAI specific-models
   name: "LocalAI-llama3-8b-function-call-v0.2"

From 658c2a4f55e3e4df643227a0587c3f0c82e16e11 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 15 May 2025 10:51:55 +0200
Subject: [PATCH 657/679] chore(model gallery): add
 thedrummer_rivermind-lux-12b-v1 (#5372)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 23 +++++++++++++++++++++++
 1 file changed, 23 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index b20a01ce..9289b1d8 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -11482,6 +11482,7 @@
       uri: huggingface://mradermacher/Rei-V3-KTO-12B-GGUF/Rei-V3-KTO-12B.Q4_K_M.gguf
 - !!merge <<: *mistral03
   name: "thedrummer_snowpiercer-15b-v1"
+  url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
   icon: https://cdn-uploads.huggingface.co/production/uploads/65f2fd1c25b848bd061b5c2e/XtzACixKJgJlPSMiCIvCC.png
   urls:
     - https://huggingface.co/TheDrummer/Snowpiercer-15B-v1
@@ -11495,6 +11496,28 @@
     - filename: TheDrummer_Snowpiercer-15B-v1-Q4_K_M.gguf
       sha256: 89a8996236399e2bd70f106c6aa31c2880d8de3638105c9e1fc192783b422352
       uri: huggingface://bartowski/TheDrummer_Snowpiercer-15B-v1-GGUF/TheDrummer_Snowpiercer-15B-v1-Q4_K_M.gguf
+- !!merge <<: *mistral03
+  name: "thedrummer_rivermind-lux-12b-v1"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/65f2fd1c25b848bd061b5c2e/IVRsF-boO0T1BsQcvdYMu.png
+  urls:
+    - https://huggingface.co/TheDrummer/Rivermind-Lux-12B-v1
+    - https://huggingface.co/bartowski/TheDrummer_Rivermind-Lux-12B-v1-GGUF
+  description: |
+    Hey common people, are you looking for the meme tune?
+
+    Rivermind 12B v1 has you covered with all its ad-riddled glory!
+
+    Not to be confused with Rivermind Lux 12B v1, which is the ad-free version.
+
+    Drummer proudly presents...
+    Rivermind Lux 12B v1
+  overrides:
+    parameters:
+      model: TheDrummer_Rivermind-Lux-12B-v1-Q4_K_M.gguf
+  files:
+    - filename: TheDrummer_Rivermind-Lux-12B-v1-Q4_K_M.gguf
+      sha256: ccaf2e49661ba692a27f06871fb792ff8b8c9632afe92ad89600e389f4ee8fc2
+      uri: huggingface://bartowski/TheDrummer_Rivermind-Lux-12B-v1-GGUF/TheDrummer_Rivermind-Lux-12B-v1-Q4_K_M.gguf
 - &mudler
   url: "github:mudler/LocalAI/gallery/mudler.yaml@master" ### START mudler's LocalAI specific-models
   name: "LocalAI-llama3-8b-function-call-v0.2"

From 525cf198bea3a34a303425bba2b522163553a32c Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Thu, 15 May 2025 10:53:52 +0200
Subject: [PATCH 658/679] chore(model gallery): add primeintellect_intellect-2
 (#5373)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 25 +++++++++++++++++++++++++
 1 file changed, 25 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 9289b1d8..bd5085d3 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -1748,6 +1748,31 @@
     - filename: INTELLECT-1-Instruct-Q4_K_M.gguf
       sha256: 5df236fe570e5998d07fb3207788eac811ef3b77dd2a0ad04a2ef5c6361f3030
       uri: huggingface://bartowski/INTELLECT-1-Instruct-GGUF/INTELLECT-1-Instruct-Q4_K_M.gguf
+- &intellect2
+  url: "github:mudler/LocalAI/gallery/chatml.yaml@master"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/64a32edf17b9f57eaec2ea65/KxI7k7byQs4ATme0naIzV.png
+  tags:
+    - llm
+    - gguf
+    - gpu
+    - cpu
+    - intellect
+  license: apache-2.0
+  name: "primeintellect_intellect-2"
+  urls:
+    - https://huggingface.co/PrimeIntellect/INTELLECT-2
+    - https://huggingface.co/bartowski/PrimeIntellect_INTELLECT-2-GGUF
+  description: |
+    INTELLECT-2 is a 32 billion parameter language model trained through a reinforcement learning run leveraging globally distributed, permissionless GPU resources contributed by the community.
+
+    The model was trained using prime-rl, a framework designed for distributed asynchronous RL, using GRPO over verifiable rewards along with modifications for improved training stability. For detailed information on our infrastructure and training recipe, see our technical report.
+  overrides:
+    parameters:
+      model: PrimeIntellect_INTELLECT-2-Q4_K_M.gguf
+  files:
+    - filename: PrimeIntellect_INTELLECT-2-Q4_K_M.gguf
+      sha256: b6765c8d5ec01c20b26f25c8aa66f48c282052db13ad82cffce60b5d0cb9a217
+      uri: huggingface://bartowski/PrimeIntellect_INTELLECT-2-GGUF/PrimeIntellect_INTELLECT-2-Q4_K_M.gguf
 - &llama33
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master"
   icon: https://avatars.githubusercontent.com/u/153379578

From 0f365ac204d4caea5b60958bf35fd81bce27cfb3 Mon Sep 17 00:00:00 2001
From: omahs <73983677+omahs@users.noreply.github.com>
Date: Fri, 16 May 2025 12:45:48 +0200
Subject: [PATCH 659/679] fix: typos (#5376)

Signed-off-by: omahs <73983677+omahs@users.noreply.github.com>
---
 backend/go/bark/gobark.cpp                            | 2 +-
 core/http/endpoints/elevenlabs/tts.go                 | 2 +-
 core/http/endpoints/jina/rerank.go                    | 2 +-
 core/http/endpoints/localai/tts.go                    | 2 +-
 core/http/endpoints/localai/vad.go                    | 2 +-
 docs/content/docs/getting-started/build.md            | 4 ++--
 docs/content/docs/getting-started/container-images.md | 2 +-
 docs/content/docs/getting-started/kubernetes.md       | 4 ++--
 docs/static/install.sh                                | 2 +-
 gallery/index.yaml                                    | 2 +-
 pkg/downloader/uri_test.go                            | 2 +-
 pkg/model/loader.go                                   | 2 +-
 pkg/templates/evaluator.go                            | 2 +-
 13 files changed, 15 insertions(+), 15 deletions(-)

diff --git a/backend/go/bark/gobark.cpp b/backend/go/bark/gobark.cpp
index b5f414b8..fa4bb336 100644
--- a/backend/go/bark/gobark.cpp
+++ b/backend/go/bark/gobark.cpp
@@ -48,7 +48,7 @@ int tts(char *text,int  threads, char *dst ) {
 
     // generate audio
     if (!bark_generate_audio(c, text, threads)) {
-        fprintf(stderr, "%s: An error occured. If the problem persists, feel free to open an issue to report it.\n", __func__);
+        fprintf(stderr, "%s: An error occurred. If the problem persists, feel free to open an issue to report it.\n", __func__);
         return 1;
     }
 
diff --git a/core/http/endpoints/elevenlabs/tts.go b/core/http/endpoints/elevenlabs/tts.go
index 48458870..651a526f 100644
--- a/core/http/endpoints/elevenlabs/tts.go
+++ b/core/http/endpoints/elevenlabs/tts.go
@@ -32,7 +32,7 @@ func TTSEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, appConfi
 			return fiber.ErrBadRequest
 		}
 
-		log.Debug().Str("modelName", input.ModelID).Msg("elevenlabs TTS request recieved")
+		log.Debug().Str("modelName", input.ModelID).Msg("elevenlabs TTS request received")
 
 		filePath, _, err := backend.ModelTTS(input.Text, voiceID, input.LanguageCode, ml, appConfig, *cfg)
 		if err != nil {
diff --git a/core/http/endpoints/jina/rerank.go b/core/http/endpoints/jina/rerank.go
index eb2d1911..26a09c2d 100644
--- a/core/http/endpoints/jina/rerank.go
+++ b/core/http/endpoints/jina/rerank.go
@@ -30,7 +30,7 @@ func JINARerankEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, a
 			return fiber.ErrBadRequest
 		}
 
-		log.Debug().Str("model", input.Model).Msg("JINA Rerank Request recieved")
+		log.Debug().Str("model", input.Model).Msg("JINA Rerank Request received")
 
 		request := &proto.RerankRequest{
 			Query:     input.Query,
diff --git a/core/http/endpoints/localai/tts.go b/core/http/endpoints/localai/tts.go
index cc0f8169..90d481bb 100644
--- a/core/http/endpoints/localai/tts.go
+++ b/core/http/endpoints/localai/tts.go
@@ -34,7 +34,7 @@ func TTSEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, appConfi
 			return fiber.ErrBadRequest
 		}
 
-		log.Debug().Str("model", input.Model).Msg("LocalAI TTS Request recieved")
+		log.Debug().Str("model", input.Model).Msg("LocalAI TTS Request received")
 
 		if cfg.Backend == "" {
 			if input.Backend != "" {
diff --git a/core/http/endpoints/localai/vad.go b/core/http/endpoints/localai/vad.go
index d41a29c8..384b9754 100644
--- a/core/http/endpoints/localai/vad.go
+++ b/core/http/endpoints/localai/vad.go
@@ -28,7 +28,7 @@ func VADEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, appConfi
 			return fiber.ErrBadRequest
 		}
 
-		log.Debug().Str("model", input.Model).Msg("LocalAI VAD Request recieved")
+		log.Debug().Str("model", input.Model).Msg("LocalAI VAD Request received")
 
 		resp, err := backend.VAD(input, c.Context(), ml, appConfig, *cfg)
 
diff --git a/docs/content/docs/getting-started/build.md b/docs/content/docs/getting-started/build.md
index 9fff1989..cfec79f0 100644
--- a/docs/content/docs/getting-started/build.md
+++ b/docs/content/docs/getting-started/build.md
@@ -9,7 +9,7 @@ ico = "rocket_launch"
 
 ### Build
 
-LocalAI can be built as a container image or as a single, portable binary. Note that the some model architectures might require Python libraries, which are not included in the binary. The binary contains only the core backends written in Go and C++. 
+LocalAI can be built as a container image or as a single, portable binary. Note that some model architectures might require Python libraries, which are not included in the binary. The binary contains only the core backends written in Go and C++. 
 
 LocalAI's extensible architecture allows you to add your own backends, which can be written in any language, and as such the container images contains also the Python dependencies to run all the available backends (for example, in order to run backends like __Diffusers__ that allows to generate images and videos from text).
 
@@ -189,7 +189,7 @@ sudo xcode-select --switch /Applications/Xcode.app/Contents/Developer
 
 - If completions are slow, ensure that `gpu-layers` in your model yaml matches the number of layers from the model in use (or simply use a high number such as 256).
 
-- If you a get a compile error: `error: only virtual member functions can be marked 'final'`, reinstall all the necessary brew packages, clean the build, and try again.
+- If you get a compile error: `error: only virtual member functions can be marked 'final'`, reinstall all the necessary brew packages, clean the build, and try again.
 
 ```
 # reinstall build dependencies
diff --git a/docs/content/docs/getting-started/container-images.md b/docs/content/docs/getting-started/container-images.md
index 6f4b2fc2..89190ec0 100644
--- a/docs/content/docs/getting-started/container-images.md
+++ b/docs/content/docs/getting-started/container-images.md
@@ -39,7 +39,7 @@ Before you begin, ensure you have a container engine installed if you are not us
 
 ## All-in-one images
 
-All-In-One images are images that come pre-configured with a set of models and backends to fully leverage almost all the LocalAI featureset. These images are available for both CPU and GPU environments. The AIO images are designed to be easy to use and requires no configuration. Models configuration can be found [here](https://github.com/mudler/LocalAI/tree/master/aio) separated by size.
+All-In-One images are images that come pre-configured with a set of models and backends to fully leverage almost all the LocalAI featureset. These images are available for both CPU and GPU environments. The AIO images are designed to be easy to use and require no configuration. Models configuration can be found [here](https://github.com/mudler/LocalAI/tree/master/aio) separated by size.
 
 In the AIO images there are models configured with the names of OpenAI models, however, they are really backed by Open Source models. You can find the table below
 
diff --git a/docs/content/docs/getting-started/kubernetes.md b/docs/content/docs/getting-started/kubernetes.md
index aea28f3e..bc3902c5 100644
--- a/docs/content/docs/getting-started/kubernetes.md
+++ b/docs/content/docs/getting-started/kubernetes.md
@@ -7,7 +7,7 @@ ico = "rocket_launch"
 +++
 
 
-For installing LocalAI in Kubernetes, the deployment file from the `examples` can be used and customized as prefered:
+For installing LocalAI in Kubernetes, the deployment file from the `examples` can be used and customized as preferred:
 
 ```
 kubectl apply -f https://raw.githubusercontent.com/mudler/LocalAI-examples/refs/heads/main/kubernetes/deployment.yaml
@@ -29,7 +29,7 @@ helm repo update
 # Get the values
 helm show values go-skynet/local-ai > values.yaml
 
-# Edit the values value if needed
+# Edit the values if needed
 # vim values.yaml ...
 
 # Install the helm chart
diff --git a/docs/static/install.sh b/docs/static/install.sh
index 33e13375..4ee607e0 100755
--- a/docs/static/install.sh
+++ b/docs/static/install.sh
@@ -647,7 +647,7 @@ install_docker() {
         $SUDO docker volume create local-ai-data
     fi
 
-    # Check if container is already runnning
+    # Check if container is already running
     if $SUDO docker ps -a --format '{{.Names}}' | grep -q local-ai; then
         info "LocalAI Docker container already exists, replacing it..."
         $SUDO docker rm -f local-ai
diff --git a/gallery/index.yaml b/gallery/index.yaml
index bd5085d3..4ce3df25 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -8026,7 +8026,7 @@
 
     Changes since previous Stheno Datasets:
 
-    - Included Multi-turn Conversation-based Instruct Datasets to boost multi-turn coherency. # This is a seperate set, not the ones made by Kalomaze and Nopm, that are used in Magnum. They're completely different data.
+    - Included Multi-turn Conversation-based Instruct Datasets to boost multi-turn coherency. # This is a separate set, not the ones made by Kalomaze and Nopm, that are used in Magnum. They're completely different data.
     - Replaced Single-Turn Instruct with Better Prompts and Answers by Claude 3.5 Sonnet and Claude 3 Opus.
     - Removed c2 Samples -> Underway of re-filtering and masking to use with custom prefills. TBD
     - Included 55% more Roleplaying Examples based of [Gryphe's](https://huggingface.co/datasets/Gryphe/Sonnet3.5-Charcard-Roleplay) Charcard RP Sets. Further filtered and cleaned on.
diff --git a/pkg/downloader/uri_test.go b/pkg/downloader/uri_test.go
index 6976c9b4..17ade771 100644
--- a/pkg/downloader/uri_test.go
+++ b/pkg/downloader/uri_test.go
@@ -179,7 +179,7 @@ var _ = Describe("Download Test", func() {
 	})
 
 	AfterEach(func() {
-		os.Remove(filePath) // cleanup, also checks existance of filePath`
+		os.Remove(filePath) // cleanup, also checks existence of filePath`
 		os.Remove(filePath + ".partial")
 	})
 })
diff --git a/pkg/model/loader.go b/pkg/model/loader.go
index e74ea97b..5ecd7e90 100644
--- a/pkg/model/loader.go
+++ b/pkg/model/loader.go
@@ -16,7 +16,7 @@ import (
 
 // new idea: what if we declare a struct of these here, and use a loop to check?
 
-// TODO: Split ModelLoader and TemplateLoader? Just to keep things more organized. Left together to share a mutex until I look into that. Would split if we seperate directories for .bin/.yaml and .tmpl
+// TODO: Split ModelLoader and TemplateLoader? Just to keep things more organized. Left together to share a mutex until I look into that. Would split if we separate directories for .bin/.yaml and .tmpl
 type ModelLoader struct {
 	ModelPath     string
 	mu            sync.Mutex
diff --git a/pkg/templates/evaluator.go b/pkg/templates/evaluator.go
index aedf7b41..78de7582 100644
--- a/pkg/templates/evaluator.go
+++ b/pkg/templates/evaluator.go
@@ -255,7 +255,7 @@ func (e *Evaluator) TemplateMessages(messages []schema.Message, config *config.B
 					marshalAny(i.ToolCalls)
 				}
 			}
-			// Special Handling: System. We care if it was printed at all, not the r branch, so check seperately
+			// Special Handling: System. We care if it was printed at all, not the r branch, so check separately
 			if contentExists && role == "system" {
 				suppressConfigSystemPrompt = true
 			}

From 3033845f946b6ed7a6f621f2fc0dc2b2ea1b07f8 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Fri, 16 May 2025 12:46:16 +0200
Subject: [PATCH 660/679] chore: :arrow_up: Update ggml-org/whisper.cpp to
 `20a20decd94badfd519a07ea91f0bba8b8fc4dea` (#5374)

:arrow_up: Update ggml-org/whisper.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 07480083..796c1368 100644
--- a/Makefile
+++ b/Makefile
@@ -10,7 +10,7 @@ CPPLLAMA_VERSION?=de4c07f93783a1a96456a44dc16b9db538ee1618
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggml-org/whisper.cpp
-WHISPER_CPP_VERSION?=f389d7e3e56bbbfec49fd333551927a0fcbb7213
+WHISPER_CPP_VERSION?=20a20decd94badfd519a07ea91f0bba8b8fc4dea
 
 # go-piper version
 PIPER_REPO?=https://github.com/mudler/go-piper

From cd494089d91609ecc54cec1b5131e65de363a401 Mon Sep 17 00:00:00 2001
From: Richard Palethorpe <io@richiejp.com>
Date: Fri, 16 May 2025 16:53:54 +0100
Subject: [PATCH 661/679] fix(flux): Set CFG=1 so that prompts are followed
 (#5378)

The recommendation with Flux is to set CFG to 1 as shown in the
stablediffusion-cpp README.

Signed-off-by: Richard Palethorpe <io@richiejp.com>
---
 gallery/flux-ggml.yaml | 2 ++
 gallery/flux.yaml      | 2 +-
 2 files changed, 3 insertions(+), 1 deletion(-)

diff --git a/gallery/flux-ggml.yaml b/gallery/flux-ggml.yaml
index 5738d584..29f6c793 100644
--- a/gallery/flux-ggml.yaml
+++ b/gallery/flux-ggml.yaml
@@ -10,3 +10,5 @@ config_file: |
     - "t5xxl_path:t5xxl_fp16.safetensors"
     - "vae_path:ae.safetensors"
     - "sampler:euler"
+
+    cfg_scale: 1
diff --git a/gallery/flux.yaml b/gallery/flux.yaml
index a859d801..72a0d19c 100644
--- a/gallery/flux.yaml
+++ b/gallery/flux.yaml
@@ -12,4 +12,4 @@ config_file: |
     enable_parameters: num_inference_steps
     pipeline_type: FluxPipeline
 
-  cfg_scale: 0
+  cfg_scale: 1

From 6ef383033bd7358ac59061aad3950e22265675c5 Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Sat, 17 May 2025 02:35:17 +0200
Subject: [PATCH 662/679] chore: :arrow_up: Update ggml-org/whisper.cpp to
 `d1f114da61b1ae1e70b03104fad42c9dd666feeb` (#5381)

:arrow_up: Update ggml-org/whisper.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 796c1368..250eca73 100644
--- a/Makefile
+++ b/Makefile
@@ -10,7 +10,7 @@ CPPLLAMA_VERSION?=de4c07f93783a1a96456a44dc16b9db538ee1618
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggml-org/whisper.cpp
-WHISPER_CPP_VERSION?=20a20decd94badfd519a07ea91f0bba8b8fc4dea
+WHISPER_CPP_VERSION?=d1f114da61b1ae1e70b03104fad42c9dd666feeb
 
 # go-piper version
 PIPER_REPO?=https://github.com/mudler/go-piper

From 6d5bde860b63b3df6348cb11fbf07bf2bbc30c91 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sat, 17 May 2025 16:02:53 +0200
Subject: [PATCH 663/679] feat(llama.cpp): upgrade and use libmtmd (#5379)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

* WIP

* wip

* wip

* Make it compile

* Update json.hpp

* this shouldn't be private for now

* Add logs

* Reset auto detected template

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Re-enable grammars

* This seems to be broken - https://github.com/ggml-org/llama.cpp/commit/360a9c98e13d35f322b4c5b1309aab0cc90ed82b#diff-a18a8e64e12a01167d8e98fc[…]cccf0d4eed09d76d879L2998-L3207

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Placeholder

* Simplify image loading

* use completion type

* disable streaming

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* correctly return timings

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Remove some debug logging

* Adapt tests

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Keep header

* embedding: do not use oai type

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Sync from server.cpp

* Use utils and json directly from llama.cpp

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Sync with upstream

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix: copy json.hpp from the correct location

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix: add httplib

* sync llama.cpp

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Embeddiongs: set OAICOMPAT_TYPE_EMBEDDING

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* feat: sync with server.cpp by including it

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* make it darwin-compatible

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 Makefile                          |     2 +-
 backend/cpp/llama/CMakeLists.txt  |    30 +-
 backend/cpp/llama/grpc-server.cpp |  2970 +---
 backend/cpp/llama/json.hpp        | 24596 ----------------------------
 backend/cpp/llama/prepare.sh      |    46 +-
 backend/cpp/llama/utils.hpp       |   483 -
 pkg/templates/multimodal.go       |     3 +-
 pkg/templates/multimodal_test.go  |     8 +-
 8 files changed, 648 insertions(+), 27490 deletions(-)
 delete mode 100644 backend/cpp/llama/json.hpp
 delete mode 100644 backend/cpp/llama/utils.hpp

diff --git a/Makefile b/Makefile
index 250eca73..cd6d0a6e 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=de4c07f93783a1a96456a44dc16b9db538ee1618
+CPPLLAMA_VERSION?=6aa892ec2aa7fe0c93e87c4b970d83a942fb9454
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggml-org/whisper.cpp
diff --git a/backend/cpp/llama/CMakeLists.txt b/backend/cpp/llama/CMakeLists.txt
index 2cd5ffd7..a519bb10 100644
--- a/backend/cpp/llama/CMakeLists.txt
+++ b/backend/cpp/llama/CMakeLists.txt
@@ -1,17 +1,17 @@
 
 ## XXX: In some versions of CMake clip wasn't being built before llama.
 ## This is an hack for now, but it should be fixed in the future.
-set(TARGET myclip)
-add_library(${TARGET} clip.cpp clip.h clip-impl.h llava.cpp llava.h)
-install(TARGETS ${TARGET} LIBRARY)
-target_include_directories(myclip PUBLIC .)
-target_include_directories(myclip PUBLIC ../..)
-target_include_directories(myclip PUBLIC ../../common)
-target_link_libraries(${TARGET} PRIVATE common ggml llama ${CMAKE_THREAD_LIBS_INIT})
-target_compile_features(${TARGET} PRIVATE cxx_std_11)
-if (NOT MSVC)
-    target_compile_options(${TARGET} PRIVATE -Wno-cast-qual) # stb_image.h
-endif()
+# set(TARGET myclip)
+# add_library(${TARGET} clip.cpp clip.h clip-impl.h llava.cpp llava.h)
+# install(TARGETS ${TARGET} LIBRARY)
+# target_include_directories(myclip PUBLIC .)
+# target_include_directories(myclip PUBLIC ../..)
+# target_include_directories(myclip PUBLIC ../../common)
+# target_link_libraries(${TARGET} PRIVATE common ggml llama ${CMAKE_THREAD_LIBS_INIT})
+# target_compile_features(${TARGET} PRIVATE cxx_std_11)
+# if (NOT MSVC)
+#     target_compile_options(${TARGET} PRIVATE -Wno-cast-qual) # stb_image.h
+# endif()
 # END CLIP hack
 
 
@@ -74,8 +74,12 @@ add_library(hw_grpc_proto
   ${hw_proto_srcs}
   ${hw_proto_hdrs} )
 
-add_executable(${TARGET} grpc-server.cpp utils.hpp json.hpp)
-target_link_libraries(${TARGET} PRIVATE common llama myclip ${CMAKE_THREAD_LIBS_INIT} absl::flags hw_grpc_proto
+add_executable(${TARGET} grpc-server.cpp utils.hpp json.hpp httplib.h)
+
+target_include_directories(${TARGET} PRIVATE ../llava)
+target_include_directories(${TARGET} PRIVATE ${CMAKE_SOURCE_DIR})
+
+target_link_libraries(${TARGET} PRIVATE common llama mtmd ${CMAKE_THREAD_LIBS_INIT} absl::flags hw_grpc_proto
   absl::flags_parse
   gRPC::${_REFLECTION}
   gRPC::${_GRPC_GRPCPP}
diff --git a/backend/cpp/llama/grpc-server.cpp b/backend/cpp/llama/grpc-server.cpp
index a3279654..e6dc4b8f 100644
--- a/backend/cpp/llama/grpc-server.cpp
+++ b/backend/cpp/llama/grpc-server.cpp
@@ -7,2125 +7,25 @@
 // but modified to work with gRPC
 //
 
-#include <iostream>
-#include <memory>
-#include <string>
-#include <getopt.h>
-#include "clip.h"
-#include "llava.h"
-#include "log.h"
-#include "stb_image.h"
-#include "common.h"
-#include "json.hpp"
-#include "llama.h"
+#include "server.cpp"
+// LocalAI
+
 #include "backend.pb.h"
 #include "backend.grpc.pb.h"
-#include "utils.hpp"
-#include "sampling.h"
-// include std::regex
-#include <cstddef>
-#include <thread>
-#include <mutex>
-#include <chrono>
-#include <regex>
-#include <condition_variable>
+#include <getopt.h>
 #include <grpcpp/ext/proto_server_reflection_plugin.h>
 #include <grpcpp/grpcpp.h>
 #include <grpcpp/health_check_service_interface.h>
-#include <atomic>
-#include <signal.h>
+#include <regex>
+
 
 using grpc::Server;
 using grpc::ServerBuilder;
 using grpc::ServerContext;
 using grpc::Status;
+// END LocalAI
 
 
-using backend::HealthMessage;
-
-
-///// LLAMA.CPP server code below
-
-using json = nlohmann::json;
-
-struct server_params
-{
-    std::string hostname = "127.0.0.1";
-    std::vector<std::string> api_keys;
-    std::string public_path = "tools/server/public";
-    std::string chat_template = "";
-    int32_t port = 8080;
-    int32_t read_timeout = 600;
-    int32_t write_timeout = 600;
-    bool slots_endpoint = true;
-    bool metrics_endpoint = false;
-};
-
-bool server_verbose = false;
-bool server_log_json = true;
-
-static size_t common_part(const std::vector<llama_token> &a, const std::vector<llama_token> &b)
-{
-    size_t i;
-    for (i = 0; i < a.size() && i < b.size() && a[i] == b[i]; i++)
-    {
-    }
-    return i;
-}
-
-enum stop_type
-{
-    STOP_FULL,
-    STOP_PARTIAL,
-};
-
-static bool ends_with(const std::string &str, const std::string &suffix)
-{
-    return str.size() >= suffix.size() &&
-           0 == str.compare(str.size() - suffix.size(), suffix.size(), suffix);
-}
-
-static size_t find_partial_stop_string(const std::string &stop,
-                                       const std::string &text)
-{
-    if (!text.empty() && !stop.empty())
-    {
-        const char text_last_char = text.back();
-        for (int64_t char_index = stop.size() - 1; char_index >= 0; char_index--)
-        {
-            if (stop[char_index] == text_last_char)
-            {
-                const std::string current_partial = stop.substr(0, char_index + 1);
-                if (ends_with(text, current_partial))
-                {
-                    return text.size() - char_index - 1;
-                }
-            }
-        }
-    }
-    return std::string::npos;
-}
-
-// TODO: reuse llama_detokenize
-template <class Iter>
-static std::string tokens_to_str(llama_context *ctx, Iter begin, Iter end)
-{
-    std::string ret;
-    for (; begin != end; ++begin)
-    {
-        ret += common_token_to_piece(ctx, *begin);
-    }
-    return ret;
-}
-
-// format incomplete utf-8 multibyte character for output
-static std::string tokens_to_output_formatted_string(const llama_context *ctx, const llama_token token)
-{
-    std::string out = token == -1 ? "" : common_token_to_piece(ctx, token);
-    // if the size is 1 and first bit is 1, meaning it's a partial character
-    //   (size > 1 meaning it's already a known token)
-    if (out.size() == 1 && (out[0] & 0x80) == 0x80)
-    {
-        std::stringstream ss;
-        ss << std::hex << (out[0] & 0xff);
-        std::string res(ss.str());
-        out = "byte: \\x" + res;
-    }
-    return out;
-}
-
-// Adds an RPC server
-// https://github.com/ggerganov/llama.cpp/compare/4dbc8b9cb71876e005724f4e8f73a3544646bcf5..3edfa7d3753c29e44b964c0ff424d2ea8d5fdee6
-static void add_rpc_devices(std::string servers) {
-    auto rpc_servers = string_split<std::string>(servers, ',');
-    if (rpc_servers.empty()) {
-        throw std::invalid_argument("no RPC servers specified");
-    }
-    ggml_backend_reg_t rpc_reg = ggml_backend_reg_by_name("RPC");
-    if (!rpc_reg) {
-        throw std::invalid_argument("failed to find RPC backend");
-    }
-    typedef ggml_backend_dev_t (*ggml_backend_rpc_add_device_t)(const char * endpoint);
-    ggml_backend_rpc_add_device_t ggml_backend_rpc_add_device_fn = (ggml_backend_rpc_add_device_t) ggml_backend_reg_get_proc_address(rpc_reg, "ggml_backend_rpc_add_device");
-    if (!ggml_backend_rpc_add_device_fn) {
-        throw std::invalid_argument("failed to find RPC device add function");
-    }
-    for (const auto & server : rpc_servers) {
-        ggml_backend_dev_t dev = ggml_backend_rpc_add_device_fn(server.c_str());
-        if (dev) {
-            ggml_backend_device_register(dev);
-        } else {
-            throw std::invalid_argument("failed to register RPC device");
-        }
-    }
-}
-
-// convert a vector of completion_token_output to json
-static json probs_vector_to_json(const llama_context *ctx, const std::vector<completion_token_output> &probs)
-{
-    json out = json::array();
-    for (const auto &prob : probs)
-    {
-        json probs_for_token = json::array();
-        for (const auto &p : prob.probs)
-        {
-            std::string tok_str = tokens_to_output_formatted_string(ctx, p.tok);
-            probs_for_token.push_back(json
-            {
-                {"tok_str", tok_str},
-                {"prob",    p.prob},
-            });
-        }
-        std::string tok_str = tokens_to_output_formatted_string(ctx, prob.tok);
-        out.push_back(json{
-            {"content", tok_str},
-            {"probs",   probs_for_token},
-        });
-    }
-    return out;
-}
-
-struct llama_client_slot
-{
-    int id;
-    int task_id = -1;
-
-    struct slot_params params;
-
-    slot_state state = IDLE;
-    slot_command command = NONE;
-
-    // used to determine the slot that has been used the longest
-    int64_t t_last_used = -1;
-
-    // generation props
-    int32_t n_ctx       = 0;  // context size per slot
-    int32_t n_past      = 0;
-    int32_t n_decoded   = 0;
-    int32_t n_remaining = -1;
-    int32_t i_batch     = -1;
-    int32_t n_predict   = -1;
-
-    int32_t num_prompt_tokens           = 0;
-    int32_t num_prompt_tokens_processed = 0;
-
-    json prompt;
-    std::string generated_text;
-    llama_token sampled;
-    std::vector<llama_token> cache_tokens;
-    std::vector<completion_token_output> generated_token_probs;
-
-    bool infill = false;
-    bool embedding = false;
-    bool has_next_token = true;
-    bool truncated = false;
-    bool stopped_eos = false;
-    bool stopped_word = false;
-    bool stopped_limit = false;
-
-    bool oaicompat = false;
-    std::string oaicompat_model;
-
-    std::string stopping_word;
-
-    // sampling
-    struct common_params_sampling sparams;
-    common_sampler *ctx_sampling = nullptr;
-
-    int32_t ga_i = 0;   // group-attention state
-    int32_t ga_n = 1;   // group-attention factor
-    int32_t ga_w = 512; // group-attention width
-
-    int32_t n_past_se = 0; // self-extend
-
-    // multimodal
-    std::vector<slot_image> images;
-
-    // stats
-    size_t sent_count = 0;
-    size_t sent_token_probs_index = 0;
-
-    int64_t t_start_process_prompt;
-    int64_t t_start_genereration;
-
-    double t_prompt_processing; // ms
-    double t_token_generation; // ms
-
-    // multitasks
-    int multitask_id = -1;
-
-    void reset() {
-        num_prompt_tokens      = 0;
-        generated_text         = "";
-        truncated              = false;
-        stopped_eos            = false;
-        stopped_word           = false;
-        stopped_limit          = false;
-        stopping_word          = "";
-        n_past                 = 0;
-        sent_count             = 0;
-        sent_token_probs_index = 0;
-        infill                 = false;
-        ga_i                   = 0;
-        n_past_se              = 0;
-
-        generated_token_probs.clear();
-
-        for (slot_image & img : images)
-        {
-            free(img.image_embedding);
-            if (img.img_data) {
-                clip_image_u8_free(img.img_data);
-            }
-            img.prefix_prompt = "";
-        }
-
-        images.clear();
-    }
-
-    bool has_budget(common_params &global_params) {
-        if (params.n_predict == -1 && global_params.n_predict == -1)
-        {
-            return true; // limitless
-        }
-
-        n_remaining = -1;
-
-        if (params.n_predict != -1)
-        {
-            n_remaining = params.n_predict - n_decoded;
-        }
-        else if (global_params.n_predict != -1)
-        {
-            n_remaining = global_params.n_predict - n_decoded;
-        }
-
-        return n_remaining > 0; // no budget
-    }
-
-    bool available() const {
-        return state == IDLE && command == NONE;
-    }
-
-    bool is_processing() const {
-        return (state == IDLE && command == LOAD_PROMPT) || state == PROCESSING;
-    }
-
-    void add_token_string(const completion_token_output &token) {
-        if (command == RELEASE)
-        {
-            return;
-        }
-        cache_tokens.push_back(token.tok);
-        generated_token_probs.push_back(token);
-    }
-
-    void release() {
-        if (state == PROCESSING)
-        {
-            t_token_generation = (ggml_time_us() - t_start_genereration) / 1e3;
-            command = RELEASE;
-        }
-    }
-
-    json get_formated_timings() {
-        return json
-        {
-            {"prompt_n",               num_prompt_tokens_processed},
-            {"prompt_ms",              t_prompt_processing},
-            {"prompt_per_token_ms",    t_prompt_processing / num_prompt_tokens_processed},
-            {"prompt_per_second",      1e3 / t_prompt_processing * num_prompt_tokens_processed},
-
-            {"predicted_n",            n_decoded},
-            {"predicted_ms",           t_token_generation},
-            {"predicted_per_token_ms", t_token_generation / n_decoded},
-            {"predicted_per_second",   1e3 / t_token_generation * n_decoded},
-        };
-    }
-
-    void print_timings() const {
-       char buffer[512];
-        double t_token = t_prompt_processing / num_prompt_tokens_processed;
-        double n_tokens_second = 1e3 / t_prompt_processing * num_prompt_tokens_processed;
-        sprintf(buffer, "prompt eval time     = %10.2f ms / %5d tokens (%8.2f ms per token, %8.2f tokens per second)",
-                t_prompt_processing, num_prompt_tokens_processed,
-                t_token, n_tokens_second);
-        LOG_INFO(buffer, {
-            {"slot_id",                     id},
-            {"task_id",                     task_id},
-            {"t_prompt_processing",         t_prompt_processing},
-            {"num_prompt_tokens_processed", num_prompt_tokens_processed},
-            {"t_token",                     t_token},
-            {"n_tokens_second",             n_tokens_second},
-        });
-
-        t_token = t_token_generation / n_decoded;
-        n_tokens_second = 1e3 / t_token_generation * n_decoded;
-        sprintf(buffer, "generation eval time = %10.2f ms / %5d runs   (%8.2f ms per token, %8.2f tokens per second)",
-                t_token_generation, n_decoded,
-                t_token, n_tokens_second);
-        LOG_INFO(buffer, {
-            {"slot_id",            id},
-            {"task_id",            task_id},
-            {"t_token_generation", t_token_generation},
-            {"n_decoded",          n_decoded},
-            {"t_token",            t_token},
-            {"n_tokens_second",    n_tokens_second},
-        });
-
-        sprintf(buffer, "          total time = %10.2f ms", t_prompt_processing + t_token_generation);
-        LOG_INFO(buffer, {
-            {"slot_id",             id},
-            {"task_id",             task_id},
-            {"t_prompt_processing", t_prompt_processing},
-            {"t_token_generation",  t_token_generation},
-            {"t_total",             t_prompt_processing + t_token_generation},
-        });
-    }
-};
-
-struct llama_metrics {
-    uint64_t n_prompt_tokens_processed_total = 0;
-    uint64_t n_tokens_predicted_total        = 0;
-
-    uint64_t n_prompt_tokens_processed = 0;
-    uint64_t t_prompt_processing       = 0;
-
-    uint64_t n_tokens_predicted       = 0;
-    uint64_t t_tokens_generation      = 0;
-
-
-    void on_prompt_eval(const llama_client_slot &slot) {
-        n_prompt_tokens_processed_total += slot.num_prompt_tokens_processed;
-
-        n_prompt_tokens_processed += slot.num_prompt_tokens_processed;
-        t_prompt_processing       += slot.t_prompt_processing;
-    }
-
-    void on_prediction(const llama_client_slot &slot) {
-        n_tokens_predicted_total += slot.n_decoded;
-
-        n_tokens_predicted  += slot.n_decoded;
-        t_tokens_generation += slot.t_token_generation;
-    }
-
-    void reset_bucket() {
-        n_prompt_tokens_processed = 0;
-        t_prompt_processing       = 0;
-        n_tokens_predicted        = 0;
-        t_tokens_generation       = 0;
-    }
-};
-
-struct llava_embd_batch {
-    std::vector<llama_pos>      pos;
-    std::vector<int32_t>        n_seq_id;
-    std::vector<llama_seq_id>   seq_id_0;
-    std::vector<llama_seq_id *> seq_ids;
-    std::vector<int8_t>         logits;
-    llama_batch batch;
-    llava_embd_batch(float * embd, int32_t n_tokens, llama_pos pos_0, llama_seq_id seq_id) {
-        pos     .resize(n_tokens);
-        n_seq_id.resize(n_tokens);
-        seq_ids .resize(n_tokens + 1);
-        logits  .resize(n_tokens);
-        seq_id_0.resize(1);
-        seq_id_0[0] = seq_id;
-        seq_ids [n_tokens] = nullptr;
-        batch = {
-            /*n_tokens       =*/ n_tokens,
-            /*tokens         =*/ nullptr,
-            /*embd           =*/ embd,
-            /*pos            =*/ pos.data(),
-            /*n_seq_id       =*/ n_seq_id.data(),
-            /*seq_id         =*/ seq_ids.data(),
-            /*logits         =*/ logits.data(),
-        };
-        for (int i = 0; i < n_tokens; i++) {
-            batch.pos     [i] = pos_0 + i;
-            batch.n_seq_id[i] = 1;
-            batch.seq_id  [i] = seq_id_0.data();
-            batch.logits  [i] = false;
-        }
-    }
-};
-
-struct llama_server_context
-{
-    llama_model *model = nullptr;
-    llama_context *ctx = nullptr;
-    const llama_vocab * vocab = nullptr;
-
-    clip_ctx *clp_ctx = nullptr;
-
-    common_params params;
-
-    llama_batch batch;
-
-    bool multimodal         = false;
-    bool clean_kv_cache     = true;
-    bool all_slots_are_idle = false;
-    bool add_bos_token      = true;
-    bool has_eos_token      = true;
-    bool has_gpu = false;
-
-    bool grammar_lazy = false;
-    std::vector<common_grammar_trigger> grammar_triggers;
-
-    int32_t n_ctx;  // total context for all clients / slots
-
-    // system prompt
-    bool system_need_update = false;
-
-    std::string              system_prompt;
-    std::vector<llama_token> system_tokens;
-
-    std::string name_user;      // this should be the antiprompt
-    std::string name_assistant;
-
-    // slots / clients
-    std::vector<llama_client_slot> slots;
-    json default_generation_settings_for_props;
-
-    llama_server_queue queue_tasks;
-    llama_server_response queue_results;
-
-    llama_metrics metrics;
-
-    ~llama_server_context()
-    {
-        if (ctx)
-        {
-            llama_free(ctx);
-            ctx = nullptr;
-        }
-        if (model)
-        {
-            llama_free_model(model);
-            model = nullptr;
-        }
-    }
-
-    bool load_model(const common_params &params_)
-    {
-        params = params_;
-        if (!params.mmproj.path.empty()) {
-            multimodal = true;
-            LOG_INFO("Multi Modal Mode Enabled", {});
-            clp_ctx = clip_init(params.mmproj.path.c_str(), clip_context_params {
-                /* use_gpu */ has_gpu,
-                /*verbosity=*/ GGML_LOG_LEVEL_INFO,
-            });
-            if(clp_ctx == nullptr) {
-                LOG_ERR("unable to load clip model: %s", params.mmproj.path.c_str());
-                return false;
-            }
-
-            if (params.n_ctx < 2048) { // request larger context for the image embedding
-                params.n_ctx = 2048;
-            }
-        }
-
-        common_init_result common_init = common_init_from_params(params);
-        model = common_init.model.release();
-        ctx = common_init.context.release();
-        if (model == nullptr)
-        {
-            LOG_ERR("unable to load model: %s", params.model.path.c_str());
-            return false;
-        }
-
-        if (multimodal) {
-            const int n_embd_clip = clip_n_mmproj_embd(clp_ctx);
-            const int n_embd_llm  = llama_model_n_embd(model);
-            if (n_embd_clip != n_embd_llm) {
-                LOG("%s: embedding dim of the multimodal projector (%d) is not equal to that of LLaMA (%d). Make sure that you use the correct mmproj file.\n", __func__, n_embd_clip, n_embd_llm);
-                llama_free(ctx);
-                llama_free_model(model);
-                return false;
-            }
-        }
-
-        vocab = llama_model_get_vocab(model);
-        n_ctx = llama_n_ctx(ctx);
-
-        add_bos_token = llama_vocab_get_add_bos(vocab);
-        has_eos_token = llama_vocab_eos(vocab) != LLAMA_TOKEN_NULL;
-
-        return true;
-    }
-
-    llama_client_slot* get_active_slot() {
-        for (llama_client_slot& slot : slots) {
-            // Check if the slot is currently processing
-            if (slot.is_processing()) {
-                return &slot;  // Return the active slot
-            }
-        }
-        return nullptr;  // No active slot found
-    }
-
-    void initialize() {
-        // create slots
-        all_slots_are_idle = true;
-
-        const int32_t n_ctx_slot = n_ctx / params.n_parallel;
-
-        LOG_INFO("initializing slots", {{"n_slots", params.n_parallel}});
-        for (int i = 0; i < params.n_parallel; i++)
-        {
-            llama_client_slot slot;
-
-            slot.id = i;
-            slot.n_ctx = n_ctx_slot;
-            slot.n_predict = params.n_predict;
-
-            LOG_INFO("new slot", {
-                {"slot_id",    slot.id},
-                {"n_ctx_slot", slot.n_ctx}
-            });
-
-            const int ga_n = params.grp_attn_n;
-            const int ga_w = params.grp_attn_w;
-
-            if (ga_n != 1) {
-                GGML_ASSERT(ga_n > 0                    && "ga_n must be positive");                     // NOLINT
-                GGML_ASSERT(ga_w % ga_n == 0            && "ga_w must be a multiple of ga_n");     // NOLINT
-                //GGML_ASSERT(n_ctx_train % ga_w == 0     && "n_ctx_train must be a multiple of ga_w");    // NOLINT
-                //GGML_ASSERT(n_ctx >= n_ctx_train * ga_n && "n_ctx must be at least n_ctx_train * ga_n"); // NOLINT
-
-                LOG_INFO("slot self-extend", {
-                    {"slot_id",   slot.id},
-                    {"ga_n",      ga_n},
-                    {"ga_w",      ga_w}
-                });
-            }
-
-            slot.ga_i = 0;
-            slot.ga_n = ga_n;
-            slot.ga_w = ga_w;
-
-            slot.reset();
-
-            slots.push_back(slot);
-        }
-
-        default_generation_settings_for_props = get_formated_generation(slots.front());
-        default_generation_settings_for_props["seed"] = -1;
-
-        batch = llama_batch_init(n_ctx, 0, params.n_parallel);
-    }
-
-    std::vector<llama_token> tokenize(const json & json_prompt, bool add_bos) const
-    {
-        // TODO: currently, we tokenize using special tokens by default
-        //       this is not always correct (see https://github.com/ggerganov/llama.cpp/pull/4160#issuecomment-1824826216)
-        //       but it's better compared to completely ignoring ChatML and other chat templates
-        const bool TMP_FORCE_SPECIAL = true;
-
-        // If `add_bos` is true, we only add BOS, when json_prompt is a string,
-        // or the first element of the json_prompt array is a string.
-        std::vector<llama_token> prompt_tokens;
-
-        if (json_prompt.is_array())
-        {
-            bool first = true;
-            for (const auto& p : json_prompt)
-            {
-                if (p.is_string())
-                {
-                    auto s = p.template get<std::string>();
-                    std::vector<llama_token> p;
-                    if (first)
-                    {
-                        p = common_tokenize(ctx, s, add_bos, TMP_FORCE_SPECIAL);
-                        first = false;
-                    }
-                    else
-                    {
-                        p = common_tokenize(ctx, s, false, TMP_FORCE_SPECIAL);
-                    }
-                    prompt_tokens.insert(prompt_tokens.end(), p.begin(), p.end());
-                }
-                else
-                {
-                    if (first)
-                    {
-                        first = false;
-                    }
-                    prompt_tokens.push_back(p.template get<llama_token>());
-                }
-            }
-        }
-        else
-        {
-            auto s = json_prompt.template get<std::string>();
-            prompt_tokens = common_tokenize(ctx, s, add_bos, TMP_FORCE_SPECIAL);
-        }
-
-        return prompt_tokens;
-    }
-
-    llama_client_slot* get_slot(int id) {
-        int64_t t_last = ggml_time_us();
-        llama_client_slot *last_used = nullptr;
-
-        for (llama_client_slot & slot : slots)
-        {
-            if (slot.id == id && slot.available())
-            {
-                return &slot;
-            }
-
-            if (slot.available() && slot.t_last_used < t_last)
-            {
-                last_used = &slot;
-                t_last = slot.t_last_used;
-            }
-        }
-
-        return last_used;
-    }
-
-    bool launch_slot_with_data(llama_client_slot* &slot, json data) {
-        slot_params default_params;
-        common_params_sampling default_sparams;
- 
-        slot->params.stream             = json_value(data, "stream",            false);
-        slot->params.cache_prompt       = json_value(data, "cache_prompt",      false);
-        slot->params.n_predict          = json_value(data, "n_predict",         default_params.n_predict);
-        slot->sparams.top_k             = json_value(data, "top_k",             default_sparams.top_k);
-        slot->sparams.top_p             = json_value(data, "top_p",             default_sparams.top_p);
-        slot->sparams.min_p             = json_value(data, "min_p",             default_sparams.min_p);
-        slot->sparams.typ_p             = json_value(data, "typical_p",         default_sparams.typ_p);
-        slot->sparams.temp              = json_value(data, "temperature",       default_sparams.temp);
-        slot->sparams.dynatemp_range    = json_value(data, "dynatemp_range",    default_sparams.dynatemp_range);
-        slot->sparams.dynatemp_exponent = json_value(data, "dynatemp_exponent", default_sparams.dynatemp_exponent);
-        slot->sparams.penalty_last_n    = json_value(data, "repeat_last_n",     default_sparams.penalty_last_n);
-        slot->sparams.penalty_repeat    = json_value(data, "repeat_penalty",    default_sparams.penalty_repeat);
-        slot->sparams.penalty_freq      = json_value(data, "frequency_penalty", default_sparams.penalty_freq);
-        slot->sparams.penalty_present   = json_value(data, "presence_penalty",  default_sparams.penalty_present);
-        slot->sparams.mirostat          = json_value(data, "mirostat",          default_sparams.mirostat);
-        slot->sparams.mirostat_tau      = json_value(data, "mirostat_tau",      default_sparams.mirostat_tau);
-        slot->sparams.mirostat_eta      = json_value(data, "mirostat_eta",      default_sparams.mirostat_eta);
-        slot->params.n_keep             = json_value(data, "n_keep",            slot->params.n_keep);
-        slot->sparams.seed               = json_value(data, "seed",              default_sparams.seed);
-        slot->sparams.grammar           = json_value(data, "grammar",           default_sparams.grammar);
-        slot->sparams.n_probs           = json_value(data, "n_probs",           default_sparams.n_probs);
-        slot->sparams.min_keep          = json_value(data, "min_keep",          default_sparams.min_keep);
-        slot->sparams.grammar_triggers = grammar_triggers;
-        slot->sparams.grammar_lazy = grammar_lazy;
-
-        if (slot->n_predict > 0 && slot->params.n_predict > slot->n_predict) {
-            // Might be better to reject the request with a 400 ?
-            LOG_WARNING("Max tokens to predict exceeds server configuration", {
-                {"params.n_predict", slot->params.n_predict},
-                {"slot.n_predict", slot->n_predict},
-            });
-            slot->params.n_predict = slot->n_predict;
-        }
-
-        // infill
-        if (data.count("input_prefix") != 0)
-        {
-            slot->params.input_prefix = data["input_prefix"];
-        }
-        else
-        {
-            slot->params.input_prefix = "";
-        }
-
-
-        if (data.count("input_suffix") != 0)
-        {
-            slot->params.input_suffix = data["input_suffix"];
-        }
-        else
-        {
-            slot->params.input_suffix = "";
-        }
-
-        if (data.count("prompt") != 0)
-        {
-            slot->prompt = data["prompt"];
-        }
-        else
-        {
-            slot->prompt = "";
-        }
-
-        if (json_value(data, "ignore_eos", false) && has_eos_token) {
-                slot->sparams.logit_bias.push_back({llama_vocab_eos(vocab), -INFINITY});
-        }
-        /*
-        slot->sparams.penalty_prompt_tokens.clear();
-        slot->sparams.use_penalty_prompt_tokens = false;
-        const auto &penalty_prompt = data.find("penalty_prompt");
-        if (penalty_prompt != data.end())
-        {
-            if (penalty_prompt->is_string())
-            {
-                const auto penalty_prompt_string = penalty_prompt->get<std::string>();
-                auto penalty_tokens = llama_tokenize(model, penalty_prompt_string, false);
-                slot->sparams.penalty_prompt_tokens.swap(penalty_tokens);
-                if (slot->params.n_predict > 0)
-                {
-                    slot->sparams.penalty_prompt_tokens.reserve(slot->sparams.penalty_prompt_tokens.size() + slot->params.n_predict);
-                }
-                slot->sparams.use_penalty_prompt_tokens = true;
-            }
-            else if (penalty_prompt->is_array())
-            {
-                const auto n_tokens = penalty_prompt->size();
-                slot->sparams.penalty_prompt_tokens.reserve(n_tokens + std::max(0, slot->params.n_predict));
-                const int n_vocab = llama_n_vocab(model);
-                for (const auto &penalty_token : *penalty_prompt)
-                {
-                    if (penalty_token.is_number_integer())
-                    {
-                        const auto tok = penalty_token.get<llama_token>();
-                        if (tok >= 0 && tok < n_vocab)
-                        {
-                            slot->sparams.penalty_prompt_tokens.push_back(tok);
-                        }
-                    }
-                }
-                slot->sparams.use_penalty_prompt_tokens = true;
-            }
-        }
-      */
-        slot->sparams.logit_bias.clear();
-
-        const auto &logit_bias = data.find("logit_bias");
-        if (logit_bias != data.end() && logit_bias->is_array())
-        {
-            const llama_vocab * vocab = llama_model_get_vocab(model);
-            const int n_vocab = llama_vocab_n_tokens(vocab);
-            for (const auto &el : *logit_bias)
-            {
-                if (el.is_array() && el.size() == 2)
-                {
-                    float bias;
-                    if (el[1].is_number())
-                    {
-                        bias = el[1].get<float>();
-                    }
-                    else if (el[1].is_boolean() && !el[1].get<bool>())
-                    {
-                        bias = -INFINITY;
-                    }
-                    else
-                    {
-                        continue;
-                    }
-
-                    if (el[0].is_number_integer())
-                    {
-                        llama_token tok = el[0].get<llama_token>();
-                        if (tok >= 0 && tok < n_vocab)
-                        {
-                            slot->sparams.logit_bias.push_back({tok, bias});
-                        }
-                    }
-                    else if (el[0].is_string())
-                    {
-                        auto toks = common_tokenize(vocab, el[0].get<std::string>(), false);
-                        for (auto tok : toks)
-                        {
-                            slot->sparams.logit_bias.push_back({tok, bias});
-                        }
-                    }
-                }
-            }
-        }
-        
-        slot->params.antiprompt.clear();
-
-        const auto &stop = data.find("stop");
-        if (stop != data.end() && stop->is_array())
-        {
-            for (const auto &word : *stop)
-            {
-                if (!word.empty())
-                {
-                    slot->params.antiprompt.push_back(word);
-                }
-            }
-        }
-        
-        const auto & samplers = data.find("samplers");
-        if (samplers != data.end() && samplers->is_array()) {
-            std::vector<std::string> sampler_names;
-                for (const auto & name : *samplers) {
-                    if (name.is_string()) {
-                        sampler_names.emplace_back(name);
-                    }
-                }
-                slot->sparams.samplers = common_sampler_types_from_names(sampler_names, false);
-        }
-        else
-        {
-                slot->sparams.samplers = default_sparams.samplers;
-        }
-        
-
-        if (multimodal)
-        {
-            const auto &images_data = data.find("image_data");
-            if (images_data != data.end() && images_data->is_array())
-            {
-                for (const auto &img : *images_data)
-                {
-                    const std::vector<uint8_t> image_buffer = base64_decode(img["data"].get<std::string>());
-
-                    slot_image img_sl;
-                    img_sl.id = img.count("id") != 0 ? img["id"].get<int>() : slot->images.size();
-                    img_sl.img_data = clip_image_u8_init();
-                    if (!clip_image_load_from_bytes(image_buffer.data(), image_buffer.size(), img_sl.img_data))
-                    {
-                        LOG_ERR("%s: failed to load image, slot_id: %d, img_sl_id: %d", 
-                             __func__,
-                             slot->id,
-                             img_sl.id
-                        );
-                        return false;
-                    }
-                    LOG_VERBOSE("image loaded", {
-                        {"slot_id",   slot->id},
-                        {"img_sl_id", img_sl.id}
-                    });
-                    img_sl.request_encode_image = true;
-                    slot->images.push_back(img_sl);
-                }
-                // process prompt
-                // example: system prompt [img-102] user [img-103] describe [img-134] -> [{id: 102, prefix: 'system prompt '}, {id: 103, prefix: ' user '}, {id: 134, prefix: ' describe '}]}
-                if (slot->images.size() > 0 && !slot->prompt.is_array())
-                {
-                    std::string prompt = slot->prompt.get<std::string>();
-                    size_t pos = 0, begin_prefix = 0;
-                    std::string pattern = "[img-";
-                    while ((pos = prompt.find(pattern, pos)) != std::string::npos) {
-                        size_t end_prefix = pos;
-                        pos += pattern.length();
-                        size_t end_pos = prompt.find(']', pos);
-                        if (end_pos != std::string::npos)
-                        {
-                            std::string image_id = prompt.substr(pos, end_pos - pos);
-                            try
-                            {
-                                int img_id = std::stoi(image_id);
-                                bool found = false;
-                                for (slot_image &img : slot->images)
-                                {
-                                    if (img.id == img_id) {
-                                        found = true;
-                                        img.prefix_prompt = prompt.substr(begin_prefix, end_prefix - begin_prefix);
-                                        begin_prefix = end_pos + 1;
-                                        break;
-                                    }
-                                }
-                                if (!found) {
-                                    LOG("ERROR: Image with id: %i, not found.\n", img_id);
-                                    slot->images.clear();
-                                    return false;
-                                }
-                            } catch (const std::invalid_argument& e) {
-                                LOG("Invalid image number id in prompt\n");
-                                slot->images.clear();
-                                return false;
-                            }
-                        }
-                    }
-                    slot->prompt = "";
-                    slot->params.input_suffix = prompt.substr(begin_prefix);
-                    slot->params.cache_prompt = false; // multimodal doesn't support cache prompt
-                }
-            }
-        }
-
-        if (slot->ctx_sampling != nullptr)
-        {
-            common_sampler_free(slot->ctx_sampling);
-        }
-        slot->ctx_sampling = common_sampler_init(model, slot->sparams);
-        //llama_set_rng_seed(ctx, slot->params.seed);
-        slot->command = LOAD_PROMPT;
-
-        all_slots_are_idle = false;
-
-        LOG_INFO("slot is processing task", {
-            {"slot_id", slot->id},
-            {"task_id", slot->task_id},
-        });
-
-      //  LOG("sampling: \n%s\n", llama_sampling_print(slot->sparams).c_str());
-
-        return true;
-    }
-
-    void kv_cache_clear() {
-        // clear the entire KV cache
-        llama_kv_cache_clear(ctx);
-        clean_kv_cache = false;
-    }
-
-    void update_system_prompt() {
-        kv_cache_clear();
-        system_tokens.clear();
-
-        if (!system_prompt.empty()) {
-            system_tokens = common_tokenize(ctx, system_prompt, add_bos_token);
-
-            common_batch_clear(batch);
-
-            for (int i = 0; i < (int)system_tokens.size(); ++i)
-            {
-                common_batch_add(batch, system_tokens[i], i, { 0 }, false);
-            }
-
-            for (int32_t i = 0; i < (int32_t) batch.n_tokens; i += params.n_batch)
-            {
-                const int32_t n_tokens = std::min(params.n_batch, (int32_t) (batch.n_tokens - i));
-                llama_batch batch_view = {
-                    n_tokens,
-                    batch.token    + i,
-                    nullptr,
-                    batch.pos      + i,
-                    batch.n_seq_id + i,
-                    batch.seq_id   + i,
-                    batch.logits   + i,
-                };
-                if (llama_decode(ctx, batch_view) != 0)
-                {
-                    LOG("%s: llama_decode() failed\n", __func__);
-                    return;
-                }
-            }
-
-            // assign the system KV cache to all parallel sequences
-            for (int32_t i = 1; i < params.n_parallel; ++i)
-            {
-                llama_kv_cache_seq_cp(ctx, 0, i, 0, system_tokens.size());
-            }
-        }
-
-        LOG("system prompt updated\n");
-        system_need_update = false;
-    }
-
-    void notify_system_prompt_changed() {
-        // release all slots
-        for (llama_client_slot &slot : slots)
-        {
-            slot.release();
-        }
-
-        system_need_update = true;
-    }
-
-    void process_system_prompt_data(const json &sys_props) {
-        system_prompt  = sys_props.value("prompt", "");
-        name_user      = sys_props.value("anti_prompt", "");
-        name_assistant = sys_props.value("assistant_name", "");
-
-
-        notify_system_prompt_changed();
-    }
-
-    static size_t find_stopping_strings(const std::string &text, const size_t last_token_size,
-                                        const stop_type type, llama_client_slot &slot)
-    {
-        size_t stop_pos = std::string::npos;
-
-        for (const std::string &word : slot.params.antiprompt)
-        {
-            size_t pos;
-            if (type == STOP_FULL)
-            {
-                const size_t tmp = word.size() + last_token_size;
-                const size_t from_pos = text.size() > tmp ? text.size() - tmp : 0;
-                pos = text.find(word, from_pos);
-            }
-            else
-            {
-                pos = find_partial_stop_string(word, text);
-            }
-            if (pos != std::string::npos &&
-                (stop_pos == std::string::npos || pos < stop_pos))
-            {
-                if (type == STOP_FULL)
-                {
-                    slot.stopped_word = true;
-                    slot.stopping_word = word;
-                    slot.has_next_token = false;
-                }
-                stop_pos = pos;
-            }
-        }
-
-        return stop_pos;
-    }
-
-    bool process_token(completion_token_output &result, llama_client_slot &slot) {
-        // remember which tokens were sampled - used for repetition penalties during sampling
-        const std::string token_str = common_token_to_piece(ctx, result.tok);
-        slot.sampled = result.tok;
-
-        // search stop word and delete it
-        slot.generated_text += token_str;
-        slot.has_next_token = true;
-
-/*
-        if (slot.ctx_sampling->params.use_penalty_prompt_tokens && result.tok != -1)
-        {
-            // we can change penalty_prompt_tokens because it is always created from scratch each request
-            slot.ctx_sampling->params.penalty_prompt_tokens.push_back(result.tok);
-        }
-        */
-
-        // check if there is incomplete UTF-8 character at the end
-        bool incomplete = false;
-        for (unsigned i = 1; i < 5 && i <= slot.generated_text.size(); ++i)
-        {
-            unsigned char c = slot.generated_text[slot.generated_text.size() - i];
-            if ((c & 0xC0) == 0x80)
-            {
-                // continuation byte: 10xxxxxx
-                continue;
-            }
-            if ((c & 0xE0) == 0xC0)
-            {
-                // 2-byte character: 110xxxxx ...
-                incomplete = i < 2;
-            }
-            else if ((c & 0xF0) == 0xE0)
-            {
-                // 3-byte character: 1110xxxx ...
-                incomplete = i < 3;
-            }
-            else if ((c & 0xF8) == 0xF0)
-            {
-                // 4-byte character: 11110xxx ...
-                incomplete = i < 4;
-            }
-            // else 1-byte character or invalid byte
-            break;
-        }
-
-        if (!incomplete)
-        {
-            size_t pos = std::min(slot.sent_count, slot.generated_text.size());
-            const std::string str_test = slot.generated_text.substr(pos);
-            bool is_stop_full = false;
-            size_t stop_pos = find_stopping_strings(str_test, token_str.size(), STOP_FULL, slot);
-            if (stop_pos != std::string::npos)
-            {
-                is_stop_full = true;
-                slot.generated_text.erase(
-                    slot.generated_text.begin() + pos + stop_pos,
-                    slot.generated_text.end());
-                pos = std::min(slot.sent_count, slot.generated_text.size());
-            }
-            else
-            {
-                is_stop_full = false;
-                stop_pos = find_stopping_strings(str_test, token_str.size(), STOP_PARTIAL, slot);
-            }
-
-            // check if there is any token to predict
-            if (stop_pos == std::string::npos || (!slot.has_next_token && !is_stop_full && stop_pos > 0))
-            {
-                // no send the stop word in the response
-                result.text_to_send = slot.generated_text.substr(pos, std::string::npos);
-                slot.sent_count += result.text_to_send.size();
-                // add the token to slot queue and cache
-            }
-            slot.add_token_string(result);
-            if (slot.params.stream)
-            {
-                send_partial_response(slot, result);
-            }
-        }
-
-        if (incomplete)
-        {
-            slot.has_next_token = true;
-        }
-
-        // check the limits
-        if (slot.n_decoded > 0 && slot.has_next_token && !slot.has_budget(params))
-        {
-            slot.stopped_limit = true;
-            slot.has_next_token = false;
-        }
-
-        if (slot.n_past >= slot.n_ctx) {
-            slot.truncated      = true;
-            slot.stopped_limit = true;
-            slot.has_next_token = false;
-
-            LOG_VERBOSE("stopped due to running out of context capacity", {});
-        }
-
-        if (result.tok == llama_vocab_eos(vocab) || llama_vocab_is_eog(vocab, result.tok))
-        {
-            slot.stopped_eos = true;
-            slot.has_next_token = false;
-            LOG_VERBOSE("eos token found", {});
-        }
-
-        LOG_VERBOSE("next token", {
-                                      {"token", result.tok},
-                                      {"token_text", tokens_to_output_formatted_string(ctx, result.tok)},
-                                      {"has_next_token", slot.has_next_token},
-                                      {"n_remain", slot.n_remaining},
-                                      {"num_tokens_predicted", slot.n_decoded},
-                                      {"stopped_eos", slot.stopped_eos},
-                                      {"stopped_word", slot.stopped_word},
-                                      {"stopped_limit", slot.stopped_limit},
-                                      {"stopping_word", slot.stopping_word},
-                                  });
-
-        return slot.has_next_token; // continue
-    }
-
-    bool process_images(llama_client_slot &slot) const
-    {
-        for (slot_image &img : slot.images)
-        {
-            if (!img.request_encode_image)
-            {
-                continue;
-            }
-
-            if (!llava_image_embed_make_with_clip_img(clp_ctx, params.cpuparams.n_threads, img.img_data, &img.image_embedding, &img.image_tokens)) {
-                LOG("Error processing the given image");
-                return false;
-            }
-
-            img.request_encode_image = false;
-        }
-
-        return slot.images.size() > 0;
-    }
-
-    void send_error(task_server& task, const std::string &error)
-    {
-        LOG("task %i - error: %s\n", task.id, error.c_str());
-        task_result res;
-        res.id = task.id;
-        res.multitask_id = task.multitask_id;
-        res.stop = false;
-        res.error = true;
-        res.result_json = { { "content", error } };
-        queue_results.send(res);
-    }
-
-    json get_formated_generation(llama_client_slot &slot)
-    {
-        std::vector<std::string> samplers;
-        samplers.reserve(slot.sparams.samplers.size());
-        for (const auto & sampler : slot.sparams.samplers)
-        {
-            samplers.emplace_back(common_sampler_type_to_str(sampler));
-        }
-
-        return json {
-            {"n_ctx",             slot.n_ctx},
-            {"n_predict",         slot.n_predict},
-            {"model",             params.model_alias},
-            {"seed",              slot.params.seed},
-            {"temperature",       slot.sparams.temp},
-            {"dynatemp_range",    slot.sparams.dynatemp_range},
-            {"dynatemp_exponent", slot.sparams.dynatemp_exponent},
-            {"top_k",             slot.sparams.top_k},
-            {"top_p",             slot.sparams.top_p},
-            {"min_p",             slot.sparams.min_p},
-            {"typical_p",         slot.sparams.typ_p},
-            {"repeat_last_n",     slot.sparams.penalty_last_n},
-            {"repeat_penalty",    slot.sparams.penalty_repeat},
-            {"presence_penalty",  slot.sparams.penalty_present},
-            {"frequency_penalty", slot.sparams.penalty_freq},
-            {"mirostat",          slot.sparams.mirostat},
-            {"mirostat_tau",      slot.sparams.mirostat_tau},
-            {"mirostat_eta",      slot.sparams.mirostat_eta},
-            {"stop",              slot.params.antiprompt},
-            {"n_predict",         slot.params.n_predict},
-            {"n_keep",            params.n_keep},
-            {"ignore_eos",        slot.sparams.ignore_eos},
-            {"stream",            slot.params.stream},
-             //      {"logit_bias",        slot.sparams.logit_bias},
-            {"n_probs",           slot.sparams.n_probs},
-            {"min_keep",          slot.sparams.min_keep},
-            {"grammar",           slot.sparams.grammar},
-            {"samplers",          samplers}
-        };
-    }
-
-    void send_partial_response(llama_client_slot &slot, completion_token_output tkn)
-    {
-        task_result res;
-        res.id = slot.task_id;
-        res.multitask_id = slot.multitask_id;
-        res.error = false;
-        res.stop = false;
-
-        res.result_json = json
-        {
-            {"content",    tkn.text_to_send},
-            {"stop",       false},
-            {"slot_id",    slot.id},
-            {"multimodal", multimodal}
-        };
-
-        if (slot.sparams.n_probs > 0)
-        {
-            std::vector<completion_token_output> probs_output = {};
-            const std::vector<llama_token> to_send_toks = common_tokenize(ctx, tkn.text_to_send, false);
-            size_t probs_pos      = std::min(slot.sent_token_probs_index,                       slot.generated_token_probs.size());
-            size_t probs_stop_pos = std::min(slot.sent_token_probs_index + to_send_toks.size(), slot.generated_token_probs.size());
-            if (probs_pos < probs_stop_pos)
-            {
-                probs_output = std::vector<completion_token_output>(slot.generated_token_probs.begin() + probs_pos, slot.generated_token_probs.begin() + probs_stop_pos);
-            }
-            slot.sent_token_probs_index = probs_stop_pos;
-            res.result_json["completion_probabilities"] = probs_vector_to_json(ctx, probs_output);
-        }
-
-        if (slot.oaicompat)
-        {
-            res.result_json["oaicompat_token_ctr"] = slot.n_decoded;
-            res.result_json["model"] = slot.oaicompat_model;
-        }
-
-        queue_results.send(res);
-    }
-
-    void send_final_response(llama_client_slot &slot)
-    {
-        task_result res;
-        res.id = slot.task_id;
-        res.multitask_id = slot.multitask_id;
-        res.error = false;
-        res.stop = true;
-
-        res.result_json = json
-        {
-            {"content",             !slot.params.stream ? slot.generated_text : ""},
-            {"slot_id",             slot.id},
-            {"stop",                true},
-            {"model",               params.model_alias},
-            {"tokens_predicted",    slot.n_decoded},
-            {"tokens_evaluated",    slot.num_prompt_tokens},
-            {"generation_settings", get_formated_generation(slot)},
-            {"prompt",              slot.prompt},
-            {"truncated",           slot.truncated},
-            {"stopped_eos",         slot.stopped_eos},
-            {"stopped_word",        slot.stopped_word},
-            {"stopped_limit",       slot.stopped_limit},
-            {"stopping_word",       slot.stopping_word},
-            {"tokens_cached",       slot.n_past},
-            {"timings",             slot.get_formated_timings()}
-        };
-
-        if (slot.sparams.n_probs > 0)
-        {
-            std::vector<completion_token_output> probs = {};
-            if (!slot.params.stream && slot.stopped_word)
-            {
-                const std::vector<llama_token> stop_word_toks = common_tokenize(ctx, slot.stopping_word, false);
-                probs = std::vector<completion_token_output>(slot.generated_token_probs.begin(), slot.generated_token_probs.end() - stop_word_toks.size());
-            }
-            else
-            {
-                probs = std::vector<completion_token_output>(
-                                    slot.generated_token_probs.begin(),
-                                    slot.generated_token_probs.end());
-            }
-            res.result_json["completion_probabilities"] = probs_vector_to_json(ctx, probs);
-        }
-
-        if (slot.oaicompat)
-        {
-            res.result_json["oaicompat_token_ctr"] = slot.n_decoded;
-            res.result_json["model"] = slot.oaicompat_model;
-        }
-
-        queue_results.send(res);
-    }
-
-    void send_embedding(llama_client_slot &slot, const llama_batch & batch)
-    {
-        task_result res;
-        res.id = slot.task_id;
-        res.multitask_id = slot.multitask_id;
-        res.error = false;
-        res.stop = true;
-
-        const int n_embd = llama_model_n_embd(model);
-        if (!params.embedding)
-        {
-            LOG_WARNING("embedding disabled", {
-                                                  {"params.embedding", params.embedding},
-                                              });
-            res.result_json = json
-            {
-                {"embedding", std::vector<float>(n_embd, 0.0f)},
-            };
-        }
-        else
-        {
-            const float *data = llama_get_embeddings(ctx);
-            std::vector<float> embd_res(n_embd, 0.0f);
-            std::vector<std::vector<float>> embedding;
-            for (int i = 0; i < batch.n_tokens; ++i) {
-                if (!batch.logits[i] || batch.seq_id[i][0] != slot.id) {
-                    continue;
-                }
-
-                const float * embd = llama_get_embeddings_seq(ctx, batch.seq_id[i][0]);
-                if (embd == NULL) {
-                    embd = llama_get_embeddings_ith(ctx, i);
-                }
-
-                if (embd == NULL) {
-                    LOG("failed to get embeddings");
-
-                    continue;
-                }
-
-                // normalize only when there is pooling
-                // TODO: configurable
-                if (llama_pooling_type(ctx) != LLAMA_POOLING_TYPE_NONE) {
-                    common_embd_normalize(embd, embd_res.data(), n_embd, 2);
-                    embedding.push_back(embd_res);
-                } else {
-                    embedding.push_back({ embd, embd + n_embd });
-                }
-            }
-
-            // OAI compat
-            res.result_json = json
-            {
-                {"embedding", embedding[0] },
-            };
-        }
-        queue_results.send(res);
-    }
-
-    void request_completion(int task_id, json data, bool infill, bool embedding, int multitask_id)
-    {
-        task_server task;
-        task.id = task_id;
-        task.target_id = 0;
-        task.data = std::move(data);
-        task.infill_mode = infill;
-        task.embedding_mode = embedding;
-        task.type = TASK_TYPE_COMPLETION;
-        task.multitask_id = multitask_id;
-
-        // when a completion task's prompt array is not a singleton, we split it into multiple requests
-        // otherwise, it's a single-prompt task, we actually queue it
-        // if there's numbers in the prompt array it will be treated as an array of tokens
-        if (task.data.count("prompt") != 0 && task.data.at("prompt").size() > 1) {
-            bool numbers = false;
-            for (const auto& e : task.data.at("prompt")) {
-                if (e.is_number()) {
-                    numbers = true;
-                    break;
-                }
-            }
-
-            // NOTE: split_multiprompt_task() does not handle a mix of strings and numbers,
-            // it will completely stall the server. I don't know where the bug for this is.
-            //
-            // if there are numbers, it needs to be treated like a single prompt,
-            // queue_tasks handles a mix of strings and numbers just fine.
-            if (numbers) {
-                queue_tasks.post(task);
-            } else {
-                split_multiprompt_task(task_id, task);
-            }
-        } else {
-            queue_tasks.post(task);
-        }
-    }
-
-    // for multiple images processing
-    bool ingest_images(llama_client_slot &slot, int n_batch)
-    {
-        int image_idx = 0;
-
-        while (image_idx < (int) slot.images.size())
-        {
-            slot_image &img = slot.images[image_idx];
-
-            // process prefix prompt
-            for (int32_t i = 0; i < (int32_t) batch.n_tokens; i += n_batch)
-            {
-                const int32_t n_tokens = std::min(n_batch, (int32_t) (batch.n_tokens - i));
-                llama_batch batch_view = {
-                    n_tokens,
-                    batch.token    + i,
-                    nullptr,
-                    batch.pos      + i,
-                    batch.n_seq_id + i,
-                    batch.seq_id   + i,
-                    batch.logits   + i,
-                };
-                if (llama_decode(ctx, batch_view))
-                {
-                    LOG("%s : failed to eval\n", __func__);
-                    return false;
-                }
-            }
-
-            // process image with llm
-            for (int i = 0; i < img.image_tokens; i += n_batch)
-            {
-                int n_eval = img.image_tokens - i;
-                if (n_eval > n_batch)
-                {
-                    n_eval = n_batch;
-                }
-
-                const int n_embd = llama_model_n_embd(model);
-                float * embd = img.image_embedding + i * n_embd;
-                llava_embd_batch llava_batch = llava_embd_batch(embd, n_eval, slot.n_past, 0);
-                if (llama_decode(ctx, llava_batch.batch))
-                {
-                    LOG("%s : failed to eval image\n", __func__);
-                    return false;
-                }
-                slot.n_past += n_eval;
-            }
-            image_idx++;
-
-            common_batch_clear(batch);
-
-            // append prefix of next image
-            const auto json_prompt = (image_idx >= (int) slot.images.size()) ?
-                slot.params.input_suffix : // no more images, then process suffix prompt
-                (json)(slot.images[image_idx].prefix_prompt);
-
-            std::vector<llama_token> append_tokens = tokenize(json_prompt, false); // has next image
-            for (int i = 0; i < (int) append_tokens.size(); ++i)
-            {
-                common_batch_add(batch, append_tokens[i], system_tokens.size() + slot.n_past, { slot.id }, true);
-                slot.n_past += 1;
-            }
-        }
-
-        return true;
-    }
-
-    void request_cancel(int task_id)
-    {
-        task_server task;
-        task.type = TASK_TYPE_CANCEL;
-        task.target_id = task_id;
-        queue_tasks.post(task);
-    }
-
-    void split_multiprompt_task(int multitask_id, task_server& multiprompt_task)
-    {
-        int prompt_count = multiprompt_task.data.at("prompt").size();
-        if (prompt_count <= 1) {
-            send_error(multiprompt_task, "error while handling multiple prompts");
-            return;
-        }
-
-        // generate all the ID for subtask
-        std::vector<int> subtask_ids(prompt_count);
-        for (int i = 0; i < prompt_count; i++)
-        {
-            subtask_ids[i] = queue_tasks.get_new_id();
-        }
-
-        // queue up the multitask so we can track its subtask progression
-        queue_tasks.add_multitask(multitask_id, subtask_ids);
-
-        // add subtasks
-        for (int i = 0; i < prompt_count; i++)
-        {
-            json subtask_data = multiprompt_task.data;
-            subtask_data["prompt"] = subtask_data["prompt"][i];
-
-            // subtasks inherit everything else (infill mode, embedding mode, etc.)
-            request_completion(subtask_ids[i], subtask_data, multiprompt_task.infill_mode, multiprompt_task.embedding_mode, multitask_id);
-        }
-    }
-
-    void process_single_task(task_server& task)
-    {
-        switch (task.type)
-        {
-            case TASK_TYPE_COMPLETION: {
-                llama_client_slot *slot = get_slot(json_value(task.data, "slot_id", -1));
-                if (slot == nullptr)
-                {
-                    // if no slot is available, we defer this task for processing later
-                    LOG_VERBOSE("no slot is available", {{"task_id", task.id}});
-                    queue_tasks.defer(task);
-                    break;
-                }
-
-                if (task.data.contains("system_prompt"))
-                {
-                    if (!all_slots_are_idle) {
-                        send_error(task, "system prompt can only be updated when all slots are idle");
-                        break;
-                    }
-                    process_system_prompt_data(task.data["system_prompt"]);
-
-                    // reset cache_tokens for all slots
-                    for (llama_client_slot &slot : slots)
-                    {
-                        slot.cache_tokens.clear();
-                        slot.n_past    = 0;
-                        slot.n_past_se = 0;
-                    }
-                }
-
-                slot->reset();
-
-                slot->infill       = task.infill_mode;
-                slot->embedding    = task.embedding_mode;
-                slot->task_id      = task.id;
-                slot->multitask_id = task.multitask_id;
-
-                if (!launch_slot_with_data(slot, task.data))
-                {
-                    // send error result
-                    send_error(task, "internal_error");
-                    break;
-                }
-            } break;
-            case TASK_TYPE_CANCEL: { // release slot linked with the task id
-                for (auto & slot : slots)
-                {
-                    if (slot.task_id == task.target_id)
-                    {
-                        slot.release();
-                        break;
-                    }
-                }
-            } break;
-            case TASK_TYPE_NEXT_RESPONSE: {
-                // do nothing
-            } break;
-        }
-    }
-
-    void on_finish_multitask(task_multi& multitask)
-    {
-        // all subtasks done == multitask is done
-        task_result result;
-        result.id = multitask.id;
-        result.stop = true;
-        result.error = false;
-
-        // collect json results into one json result
-        std::vector<json> result_jsons;
-        for (auto& subres : multitask.results)
-        {
-            result_jsons.push_back(subres.result_json);
-            result.error = result.error && subres.error;
-        }
-        result.result_json = json{ { "results", result_jsons } };
-        queue_results.send(result);
-    }
-
-    bool update_slots() {
-        if (system_need_update)
-        {
-            LOG_INFO("updating system prompt", {});
-            update_system_prompt();
-        }
-
-        common_batch_clear(batch);
-
-        if (all_slots_are_idle)
-        {
-            if (system_prompt.empty() && clean_kv_cache)
-            {
-                LOG_INFO("all slots are idle and system prompt is empty, clear the KV cache", {});
-                kv_cache_clear();
-            }
-            return true;
-        }
-
-        LOG_VERBOSE("posting NEXT_RESPONSE", {});
-        task_server task;
-        task.type = TASK_TYPE_NEXT_RESPONSE;
-        task.target_id = -1;
-        queue_tasks.post(task);
-
-        for (llama_client_slot &slot : slots)
-        {
-            if (slot.ga_n == 1)
-            {
-                if (slot.is_processing() && system_tokens.size() + slot.cache_tokens.size() >= (size_t) slot.n_ctx)
-                {
-                    // this check is redundant (for good)
-                    // we should never get here, because generation should already stopped in process_token()
-
-                    // START LOCALAI changes
-                    // Temporary disable context-shifting as it can lead to infinite loops (issue: https://github.com/ggerganov/llama.cpp/issues/3969)
-                    // See: https://github.com/mudler/LocalAI/issues/1333
-                    // Context is exhausted, release the slot
-                    slot.release();
-                    send_final_response(slot);
-                    slot.has_next_token = false;
-                    LOG_ERROR("context is exhausted, release the slot", {});
-
-                    continue;
-                    // END LOCALAI changes
-                }
-            }
-        }
-
-        // decode any currently ongoing sequences
-        LOG_VERBOSE("decoding ongoing sequences", {});
-        for (auto & slot : slots)
-        {
-            // release the slot
-            if (slot.command == RELEASE)
-            {
-                slot.state = IDLE;
-                slot.command = NONE;
-                slot.t_last_used = ggml_time_us();
-
-                LOG_INFO("slot released", {
-                    {"slot_id",         slot.id},
-                    {"task_id",         slot.task_id},
-                    {"n_ctx",           n_ctx},
-                    {"n_past",          slot.n_past},
-                    {"n_system_tokens", system_tokens.size()},
-                    {"n_cache_tokens",  slot.cache_tokens.size()},
-                    {"truncated",       slot.truncated}
-                });
-                queue_tasks.notify_slot_changed();
-
-                continue;
-            }
-
-            if (slot.state == IDLE)
-            {
-                continue;
-            }
-
-            slot.i_batch = batch.n_tokens;
-
-            const int32_t slot_npast = slot.n_past_se > 0 ? slot.n_past_se : slot.n_past;
-
-            // TODO: we always have to take into account the "system_tokens"
-            //       this is not great and needs to be improved somehow
-            common_batch_add(batch, slot.sampled, system_tokens.size() + slot_npast, { slot.id }, true);
-            slot.n_past += 1;
-        }
-
-        // process in chunks of params.n_batch
-        int32_t n_batch = params.n_batch;
-
-        // assign workload to the slots
-        if (params.cont_batching || batch.n_tokens == 0)
-        {
-            for (auto & slot : slots)
-            {
-                const bool has_prompt = slot.prompt.is_array() || (slot.prompt.is_string() && !slot.prompt.get<std::string>().empty()) || !slot.images.empty();
-
-                // empty prompt passed -> release the slot and send empty response
-                // note: infill mode allows empty prompt
-                if (slot.state == IDLE && slot.command == LOAD_PROMPT && !has_prompt && !slot.infill)
-                {
-                    slot.release();
-                    slot.print_timings();
-                    send_final_response(slot);
-                    continue;
-                }
-
-                // need process the prompt
-                if (slot.state == IDLE && slot.command == LOAD_PROMPT)
-                {
-                    slot.state = PROCESSING;
-                    slot.command = NONE;
-                    std::vector<llama_token> prompt_tokens;
-                    slot.t_start_process_prompt = ggml_time_us();
-                    slot.t_start_genereration = 0;
-
-                    if (slot.infill)
-                    {
-                        bool suff_rm_leading_spc = true;
-                        if (params.input_suffix.find_first_of(' ') == 0 && params.input_suffix.size() > 1)
-                        {
-                            params.input_suffix.erase(0, 1);
-                            suff_rm_leading_spc = false;
-                        }
-                        auto prefix_tokens = tokenize(slot.params.input_prefix, false);
-                        auto suffix_tokens = tokenize(slot.params.input_suffix, false);
-
-                        const int space_token = 29871; // TODO: this should not be hardcoded
-                        if (suff_rm_leading_spc && !suffix_tokens.empty() && suffix_tokens[0] == space_token) {
-                            suffix_tokens.erase(suffix_tokens.begin());
-                        }
-
-                        prefix_tokens.insert(prefix_tokens.begin(), llama_vocab_fim_pre(vocab));
-                        prefix_tokens.insert(prefix_tokens.begin(), llama_vocab_bos(vocab)); // always add BOS
-                        prefix_tokens.insert(prefix_tokens.end(),   llama_vocab_fim_suf(vocab));
-                        prefix_tokens.insert(prefix_tokens.end(),   suffix_tokens.begin(), suffix_tokens.end());
-                        prefix_tokens.push_back(llama_vocab_fim_mid(vocab));
-                        prompt_tokens = prefix_tokens;
-                    }
-                    else
-                    {
-                        prompt_tokens = tokenize(slot.prompt, system_prompt.empty() && add_bos_token);  // add BOS if there isn't system prompt
-                    }
-
-                    slot.num_prompt_tokens = prompt_tokens.size();
-
-                    if (slot.params.n_keep < 0)
-                    {
-                        slot.params.n_keep = slot.num_prompt_tokens;
-                    }
-                    slot.params.n_keep = std::min(slot.n_ctx - 4, slot.params.n_keep);
-
-                    // if input prompt is too big, truncate it
-                    if (slot.num_prompt_tokens >= slot.n_ctx)
-                    {
-                        const int n_left = slot.n_ctx - slot.params.n_keep;
-                        const int n_block_size = n_left / 2;
-                        const int erased_blocks = (slot.num_prompt_tokens - slot.params.n_keep - n_block_size) / n_block_size;
-
-                        std::vector<llama_token> new_tokens(prompt_tokens.begin(), prompt_tokens.begin() + slot.params.n_keep);
-                        new_tokens.insert(new_tokens.end(), prompt_tokens.begin() + slot.params.n_keep + erased_blocks * n_block_size, prompt_tokens.end());
-
-                        LOG_VERBOSE("input truncated", {
-                            {"n_ctx",  slot.n_ctx},
-                            {"n_keep", slot.params.n_keep},
-                            {"n_left", n_left},
-                            {"new_tokens", tokens_to_str(ctx, new_tokens.cbegin(), new_tokens.cend())},
-                        });
-                        slot.truncated = true;
-                        prompt_tokens = new_tokens;
-
-                        slot.num_prompt_tokens = prompt_tokens.size();
-                        GGML_ASSERT(slot.num_prompt_tokens < slot.n_ctx);
-                    }
-
-                    if (!slot.params.cache_prompt)
-                    {
-                        common_sampler_reset(slot.ctx_sampling);
-
-                        slot.n_past = 0;
-                        slot.n_past_se = 0;
-                        slot.ga_i = 0;
-                        slot.num_prompt_tokens_processed = slot.num_prompt_tokens;
-                    }
-                    else
-                    {
-                        // push the prompt into the sampling context (do not apply grammar)
-                        for (auto &token : prompt_tokens)
-                        {
-                            common_sampler_accept(slot.ctx_sampling, token, false);
-                        }
-
-                        slot.n_past = common_part(slot.cache_tokens, prompt_tokens);
-
-                        // the last token of the cache is not in the KV cache until the next call to llama_decode
-                        // (it was sampled, pushed into the "cache_tokens", but not yet put in the context)
-                        if (slot.n_past > 0 && slot.n_past == (int32_t) slot.cache_tokens.size())
-                        {
-                            slot.n_past -= 1;
-                        }
-
-                        slot.num_prompt_tokens_processed = slot.num_prompt_tokens - slot.n_past;
-
-                        if (slot.ga_n != 1)
-                        {
-                            int ga_i = 0;
-                            int32_t ga_n = slot.ga_n;
-                            int32_t ga_w = slot.ga_w;
-                            int32_t slot_npast = 0;
-                            for (int k = 0; k < slot.n_past; ++k)
-                            {
-                                while (slot_npast >= ga_i + ga_w) {
-                                    const int bd = (ga_w/ga_n)*(ga_n - 1);
-                                    slot_npast -= bd;
-                                    ga_i += ga_w/ga_n;
-                                }
-                                slot_npast++;
-                            }
-                            slot.n_past_se = slot_npast;
-                            slot.ga_i = ga_i;
-                        }
-
-                        LOG_INFO("slot progression", {
-                            { "slot_id", slot.id },
-                            { "task_id", slot.task_id },
-                            { "n_past",  slot.n_past },
-                            { "num_prompt_tokens_processed", slot.num_prompt_tokens_processed }
-                        });
-                    }
-
-                    slot.cache_tokens = prompt_tokens;
-
-                    if (slot.n_past == slot.num_prompt_tokens && slot.n_past > 0)
-                    {
-                        // we have to evaluate at least 1 token to generate logits.
-                        LOG_INFO("we have to evaluate at least 1 token to generate logits", {
-                            { "slot_id", slot.id },
-                            { "task_id", slot.task_id }
-                        });
-                        slot.n_past--;
-                        if (slot.ga_i > 0)
-                        {
-                            slot.n_past_se--;
-                        }
-                    }
-
-                    int p0 = (int) system_tokens.size() + slot.n_past;
-                    LOG_INFO("kv cache rm [p0, end)", {
-                        { "slot_id", slot.id },
-                        { "task_id", slot.task_id },
-                        { "p0",      p0 }
-                    });
-                    llama_kv_cache_seq_rm(ctx, slot.id, p0, -1);
-
-                    LOG_VERBOSE("prompt ingested", {
-                                                    {"n_past",  slot.n_past},
-                                                    {"cached",  tokens_to_str(ctx, slot.cache_tokens.cbegin(), slot.cache_tokens.cbegin() + slot.n_past)},
-                                                    {"to_eval", tokens_to_str(ctx, slot.cache_tokens.cbegin() + slot.n_past, slot.cache_tokens.cend())},
-                                                });
-
-                    const bool has_images = process_images(slot);
-
-                    // process the prefix of first image
-                    std::vector<llama_token> prefix_tokens = has_images ? tokenize(slot.images[0].prefix_prompt, add_bos_token) : prompt_tokens;
-
-                    int32_t slot_npast = slot.n_past_se > 0 ? slot.n_past_se : slot.n_past;
-
-                    int32_t ga_i = slot.ga_i;
-                    int32_t ga_n = slot.ga_n;
-                    int32_t ga_w = slot.ga_w;
-
-                    for (; slot.n_past < (int) prefix_tokens.size(); ++slot.n_past)
-                    {
-                        if (slot.ga_n != 1)
-                        {
-                            while (slot_npast >= ga_i + ga_w) {
-                                const int bd = (ga_w/ga_n)*(ga_n - 1);
-                                slot_npast -= bd;
-                                ga_i += ga_w/ga_n;
-                            }
-                        }
-                        common_batch_add(batch, prefix_tokens[slot.n_past], system_tokens.size() + slot_npast, {slot.id }, false);
-                        slot_npast++;
-                    }
-
-                    if (has_images && !ingest_images(slot, n_batch))
-                    {
-                        LOG_ERR("%s: failed processing images Slot id : %d, Task id: %d", 
-                            __func__,
-                            slot.id,
-                            slot.task_id
-                        );
-                        // FIXME @phymbert: to be properly tested
-                        //  early returning without changing the slot state will block the slot for ever
-                        // no one at the moment is checking the return value
-                        return false;
-                    }
-
-                    // extract the logits only for the last token
-                    if (batch.n_tokens > 0)
-                    {
-                        batch.logits[batch.n_tokens - 1] = true;
-                    }
-
-                    slot.n_decoded = 0;
-                    slot.i_batch   = batch.n_tokens - 1;
-                }
-            }
-        }
-
-        if (batch.n_tokens == 0)
-        {
-            all_slots_are_idle = true;
-            return true;
-        }
-
-        for (int32_t i = 0; i < (int32_t) batch.n_tokens; i += n_batch)
-        {
-            const int32_t n_tokens = std::min(n_batch, (int32_t) (batch.n_tokens - i));
-
-            for (auto & slot : slots)
-            {
-                if (slot.ga_n != 1)
-                {
-                    // context extension via Self-Extend
-                    while (slot.n_past_se >= slot.ga_i + slot.ga_w)
-                    {
-                        const int ib = (slot.ga_n * slot.ga_i) / slot.ga_w;
-                        const int bd = (slot.ga_w / slot.ga_n) * (slot.ga_n - 1);
-                        const int dd = (slot.ga_w / slot.ga_n) - ib * bd - slot.ga_w;
-
-                        LOG("\n");
-                        LOG("shift: [%6d, %6d] + %6d -> [%6d, %6d]\n", slot.ga_i, slot.n_past_se, ib * bd, slot.ga_i + ib * bd, slot.n_past_se + ib * bd);
-                        LOG("div:   [%6d, %6d] / %6d -> [%6d, %6d]\n", slot.ga_i + ib * bd, slot.ga_i + ib * bd + slot.ga_w, slot.ga_n, (slot.ga_i + ib * bd) / slot.ga_n, (slot.ga_i + ib * bd + slot.ga_w) / slot.ga_n);
-                        LOG("shift: [%6d, %6d] + %6d -> [%6d, %6d]\n", slot.ga_i + ib * bd + slot.ga_w, slot.n_past_se + ib * bd, dd, slot.ga_i + ib * bd + slot.ga_w + dd, slot.n_past_se + ib * bd + dd);
-
-                        llama_kv_cache_seq_add(ctx, slot.id, slot.ga_i, slot.n_past_se, ib * bd);
-                        llama_kv_cache_seq_div(ctx, slot.id, slot.ga_i + ib * bd, slot.ga_i + ib * bd + slot.ga_w,slot.ga_n);
-                        llama_kv_cache_seq_add(ctx, slot.id, slot.ga_i + ib * bd + slot.ga_w,slot.n_past_se + ib * bd, dd);
-
-                        slot.n_past_se -= bd;
-
-                        slot.ga_i += slot.ga_w / slot.ga_n;
-
-                        LOG("\nn_past_old = %d, n_past = %d, ga_i = %d\n\n", slot.n_past_se + bd, slot.n_past_se, slot.ga_i);
-                    }
-                    slot.n_past_se += n_tokens;
-                }
-            }
-
-            llama_batch batch_view =
-            {
-                n_tokens,
-                batch.token    + i,
-                nullptr,
-                batch.pos      + i,
-                batch.n_seq_id + i,
-                batch.seq_id   + i,
-                batch.logits   + i,
-            };
-
-            const int ret = llama_decode(ctx, batch_view);
-
-            if (ret != 0)
-            {
-                if (n_batch == 1 || ret < 0)
-                {
-                    // if you get here, it means the KV cache is full - try increasing it via the context size
-                    LOG("%s : failed to decode the batch, n_batch = %d, ret = %d\n", __func__, n_batch, ret);
-                    return false;
-                }
-
-                LOG("%s : failed to find free space in the KV cache, retrying with smaller n_batch = %d\n", __func__, n_batch / 2);
-
-                // retry with half the batch size to try to find a free slot in the KV cache
-                n_batch /= 2;
-                i -= n_batch;
-                continue;
-            }
-
-            for (auto & slot : slots)
-            {
-                if (slot.i_batch < (int) i || slot.i_batch >= (int) (i + n_tokens))
-                {
-                    continue;
-                }
-
-                // prompt evaluated for embedding
-                if (slot.embedding)
-                {
-                    send_embedding(slot, batch_view);
-                    slot.release();
-                    slot.i_batch = -1;
-                    continue;
-                }
-
-                completion_token_output result;
-                const llama_token id = common_sampler_sample(slot.ctx_sampling, ctx, slot.i_batch - i);
-
-                common_sampler_accept(slot.ctx_sampling, id, true);
-
-                slot.n_decoded += 1;
-                if (slot.n_decoded == 1)
-                {
-                    slot.t_start_genereration = ggml_time_us();
-                    slot.t_prompt_processing = (slot.t_start_genereration - slot.t_start_process_prompt) / 1e3;
-                    metrics.on_prompt_eval(slot);
-                }
-
-                result.tok = id;
-                const auto * cur_p = common_sampler_get_candidates(slot.ctx_sampling);
-
-                for (size_t i = 0; i < (size_t) slot.sparams.n_probs; ++i) {
-                    result.probs.push_back({
-                        cur_p->data[i].id,
-                        i >= cur_p->size ? 0.0f : cur_p->data[i].p,
-                    });
-                }
-
-                if (!process_token(result, slot))
-                {
-                    slot.release();
-                    slot.print_timings();
-                    send_final_response(slot);
-                    metrics.on_prediction(slot);
-                }
-
-                slot.i_batch = -1;
-            }
-        }
-
-        LOG_VERBOSE("slots updated", {});
-        return true;
-    }
-
-    void run_on_all_tasks_finished() {
-        update_slots();
-    }
-};
-
-/* llama.cpp completion api semantics */
-static json format_partial_response(
-    llama_server_context &llama, llama_client_slot *slot, const std::string &content, const std::vector<completion_token_output> &probs
-) {
-    json res = json
-    {
-        {"content",    content },
-        {"stop",       false},
-        {"slot_id",    slot->id },
-        {"multimodal", llama.multimodal }
-    };
-
-    if (slot->sparams.n_probs > 0)
-    {
-        res["completion_probabilities"] = probs_vector_to_json(llama.ctx, probs);
-    }
-
-    return res;
-}
-
-struct token_translator
-{
-    llama_context * ctx;
-    std::string operator()(llama_token tok)                    const { return common_token_to_piece(ctx, tok); }
-    std::string operator()(const completion_token_output &cto) const { return (*this)(cto.tok); }
-};
-
-static void append_to_generated_text_from_generated_token_probs(llama_server_context &llama, llama_client_slot *slot)
-{
-    auto & gtps = slot->generated_token_probs;
-    auto translator = token_translator{llama.ctx};
-    auto add_strlen = [=](size_t sum, const completion_token_output & cto) { return sum + translator(cto).size(); };
-    const size_t len = std::accumulate(gtps.begin(), gtps.end(), size_t(0), add_strlen);
-    if (slot->generated_text.capacity() < slot->generated_text.size() + len)
-    {
-        slot->generated_text.reserve(slot->generated_text.size() + len);
-    }
-    for (const completion_token_output & cto : gtps)
-    {
-        slot->generated_text += translator(cto);
-    }
-}
-
-std::function<void(int)> shutdown_handler;
-
-inline void signal_handler(int signal) {
-    exit(1);
-}
 
 
 /////////////////////////////////
@@ -2136,54 +36,64 @@ inline void signal_handler(int signal) {
 
 bool loaded_model; // TODO: add a mutex for this, but happens only once loading the model
 
-// The class has a llama instance that is shared across all RPCs
-llama_server_context llama;
+static void start_llama_server(server_context& ctx_server) {
 
-static void start_llama_server() {
+    LOG_INF("%s: starting llama server\n", __func__);
+
+    LOG_INF("%s: waiting for model to be loaded\n", __func__);
     // Wait for model to be loaded first
     while (!loaded_model) {
         std::this_thread::sleep_for(std::chrono::milliseconds(100));
     }
 
-    llama.queue_tasks.on_new_task(std::bind(
-        &llama_server_context::process_single_task, &llama, std::placeholders::_1));
-    llama.queue_tasks.on_finish_multitask(std::bind(
-        &llama_server_context::on_finish_multitask, &llama, std::placeholders::_1));
-    llama.queue_tasks.on_all_tasks_finished(std::bind(
-        &llama_server_context::run_on_all_tasks_finished, &llama));
-    llama.queue_results.on_multitask_update(std::bind(
-        &llama_server_queue::update_multitask,
-        &llama.queue_tasks,
-        std::placeholders::_1,
-        std::placeholders::_2,
-        std::placeholders::_3
-    ));
-    llama.queue_tasks.start_loop();
+    ctx_server.init();
+    //state.store(SERVER_STATE_READY);
+
+    LOG_INF("%s: model loaded\n", __func__);
+
+    // print sample chat example to make it clear which template is used
+    LOG_INF("%s: chat template, chat_template: %s, example_format: '%s'\n", __func__,
+        common_chat_templates_source(ctx_server.chat_templates.get()),
+        common_chat_format_example(ctx_server.chat_templates.get(), ctx_server.params_base.use_jinja).c_str());
+
+    // Reset the chat templates
+    // TODO: We should make this configurable by respecting the option that is already present in LocalAI for vLLM
+    ctx_server.chat_templates.reset();
+
+    ctx_server.queue_tasks.on_new_task([&ctx_server](server_task && task) {
+        ctx_server.process_single_task(std::move(task));
+    });
+
+    ctx_server.queue_tasks.on_update_slots([&ctx_server]() {
+        ctx_server.update_slots();
+    });
+
+    shutdown_handler = [&](int) {
+        // this will unblock start_loop()
+        ctx_server.queue_tasks.terminate();
+    };
+
+#if defined (__unix__) || (defined (__APPLE__) && defined (__MACH__))
+    struct sigaction sigint_action;
+    sigint_action.sa_handler = signal_handler;
+    sigemptyset (&sigint_action.sa_mask);
+    sigint_action.sa_flags = 0;
+    sigaction(SIGINT, &sigint_action, NULL);
+    sigaction(SIGTERM, &sigint_action, NULL);
+#elif defined (_WIN32)
+    auto console_ctrl_handler = +[](DWORD ctrl_type) -> BOOL {
+        return (ctrl_type == CTRL_C_EVENT) ? (signal_handler(SIGINT), true) : false;
+    };
+    SetConsoleCtrlHandler(reinterpret_cast<PHANDLER_ROUTINE>(console_ctrl_handler), true);
+#endif
+
+    // this call blocks the main thread until queue_tasks.terminate() is called
+    ctx_server.queue_tasks.start_loop();
 }
 
-json parse_options(bool streaming, const backend::PredictOptions* predict, llama_server_context &llama)
+json parse_options(bool streaming, const backend::PredictOptions* predict)
 {
     
-    // This is for example a slot data from the json data
-    //     slot->params.stream           = json_value(data, "stream",            false);
-    //     slot->params.cache_prompt     = json_value(data, "cache_prompt",      false);
-    //     slot->params.n_predict        = json_value(data, "n_predict",         default_params.n_predict);
-    //     slot->sparams.top_k           = json_value(data, "top_k",             default_sparams.top_k);
-    //     slot->sparams.top_p           = json_value(data, "top_p",             default_sparams.top_p);
-    //     slot->sparams.typical_p       = json_value(data, "typical_p",         default_sparams.typical_p);
-    //     slot->sparams.temp            = json_value(data, "temperature",       default_sparams.temp);
-    //     slot->sparams.penalty_last_n  = json_value(data, "repeat_last_n",     default_sparams.penalty_last_n);
-    //     slot->sparams.penalty_repeat  = json_value(data, "repeat_penalty",    default_sparams.penalty_repeat);
-    //     slot->sparams.penalty_freq    = json_value(data, "frequency_penalty", default_sparams.penalty_freq);
-    //     slot->sparams.penalty_present = json_value(data, "presence_penalty",  default_sparams.penalty_present);
-    //     slot->sparams.mirostat        = json_value(data, "mirostat",          default_sparams.mirostat);
-    //     slot->sparams.mirostat_tau    = json_value(data, "mirostat_tau",      default_sparams.mirostat_tau);
-    //     slot->sparams.mirostat_eta    = json_value(data, "mirostat_eta",      default_sparams.mirostat_eta);
-    //     slot->params.n_keep           = json_value(data, "n_keep",            slot->params.n_keep);
-    //     slot->params.seed             = json_value(data, "seed",              default_params.seed);
-    //     slot->sparams.grammar         = json_value(data, "grammar",           default_sparams.grammar);
-    //     slot->sparams.n_probs         = json_value(data, "n_probs",           default_sparams.n_probs);
-
     // Create now a json data from the prediction options instead
     //
     json data;
@@ -2207,6 +117,8 @@ json parse_options(bool streaming, const backend::PredictOptions* predict, llama
     data["prompt"] = predict->prompt();
     data["ignore_eos"] = predict->ignoreeos();
     data["embeddings"] = predict->embeddings();
+    // TODO: add back json_schema and let this be controlled by the user
+    // data["json_schema"] = predict->jsonschema();
 
     // Add the correlationid to json data
     data["correlation_id"] = predict->correlationid();
@@ -2228,69 +140,6 @@ json parse_options(bool streaming, const backend::PredictOptions* predict, llama
     return data;
 }
 
-// static void parse_options_completion(bool streaming,const backend::PredictOptions* predict, llama_server_context &llama)
-// {
-//     // https://github.com/ggerganov/llama.cpp/blob/d9b33fe95bd257b36c84ee5769cc048230067d6f/examples/server/server.cpp#L673
-//     gpt_params default_params;
-
-//     llama.stream = streaming;
-//     llama.params.n_predict = predict->tokens() == 0 ? -1 : predict->tokens();
-//     llama.params.sparams.top_k = predict->topk();
-//     llama.params.sparams.top_p = predict->topp();
-//     llama.params.sparams.typical_p = predict->typicalp();
-//     llama.params.sparams.penalty_last_n = predict->repeat();
-//     llama.params.sparams.temp = predict->temperature();
-//     llama.params.sparams.penalty_repeat = predict->penalty();
-//     llama.params.sparams.penalty_present = predict->presencepenalty();
-//     llama.params.sparams.penalty_freq = predict->frequencypenalty();
-//     llama.params.sparams.mirostat = predict->mirostat();
-//     llama.params.sparams.mirostat_tau = predict->mirostattau();
-//     llama.params.sparams.mirostat_eta = predict->mirostateta();
-//     llama.params.n_keep = predict->nkeep();
-//     llama.params.seed = predict->seed();
-//     llama.params.sparams.grammar = predict->grammar();
-//     // llama.params.n_probs = predict->
-//     llama.params.prompt = predict->prompt();
-
-//     llama.params.sparams.logit_bias.clear();
-
-//     if (predict->ignoreeos())
-//     {
-//         llama.params.sparams.logit_bias[llama_token_eos(llama.model)] = -INFINITY;
-//     }
-
-//     // const auto &logit_bias = body.find("logit_bias");
-//     // if (logit_bias != body.end() && logit_bias->is_array())
-//     // {
-//     //     const int n_vocab = llama_n_vocab(llama.model);
-//     //     for (const auto &el : *logit_bias)
-//     //     {
-//     //         if (el.is_array() && el.size() == 2 && el[0].is_number_integer())
-//     //         {
-//     //             llama_token tok = el[0].get<llama_token>();
-//     //             if (tok >= 0 && tok < n_vocab)
-//     //             {
-//     //                 if (el[1].is_number())
-//     //                 {
-//     //                     llama.params.logit_bias[tok] = el[1].get<float>();
-//     //                 }
-//     //                 else if (el[1].is_boolean() && !el[1].get<bool>())
-//     //                 {
-//     //                     llama.params.logit_bias[tok] = -INFINITY;
-//     //                 }
-//     //             }
-//     //         }
-//     //     }
-//     // }
-
-//     llama.params.antiprompt.clear();
-//     for (const std::string& stopPrompt : predict->stopprompts()) {
-//     if (!stopPrompt.empty())
-//             {
-//                 llama.params.antiprompt.push_back(stopPrompt);
-//             }
-//     }
-// }
 
 const std::vector<ggml_type> kv_cache_types = {
     GGML_TYPE_F32,
@@ -2321,8 +170,35 @@ static std::string get_all_kv_cache_types() {
     return msg.str();
 }
 
+
+// Adds an RPC server
+// https://github.com/ggerganov/llama.cpp/compare/4dbc8b9cb71876e005724f4e8f73a3544646bcf5..3edfa7d3753c29e44b964c0ff424d2ea8d5fdee6
+static void add_rpc_devices(std::string servers) {
+    auto rpc_servers = string_split<std::string>(servers, ',');
+    if (rpc_servers.empty()) {
+        throw std::invalid_argument("no RPC servers specified");
+    }
+    ggml_backend_reg_t rpc_reg = ggml_backend_reg_by_name("RPC");
+    if (!rpc_reg) {
+        throw std::invalid_argument("failed to find RPC backend");
+    }
+    typedef ggml_backend_dev_t (*ggml_backend_rpc_add_device_t)(const char * endpoint);
+    ggml_backend_rpc_add_device_t ggml_backend_rpc_add_device_fn = (ggml_backend_rpc_add_device_t) ggml_backend_reg_get_proc_address(rpc_reg, "ggml_backend_rpc_add_device");
+    if (!ggml_backend_rpc_add_device_fn) {
+        throw std::invalid_argument("failed to find RPC device add function");
+    }
+    for (const auto & server : rpc_servers) {
+        ggml_backend_dev_t dev = ggml_backend_rpc_add_device_fn(server.c_str());
+        if (dev) {
+            ggml_backend_device_register(dev);
+        } else {
+            throw std::invalid_argument("failed to register RPC device");
+        }
+    }
+}
+
 static void params_parse(const backend::ModelOptions* request,
-                                common_params & params, llama_server_context &llama) {
+                                common_params & params) {
    
     // this is comparable to: https://github.com/ggerganov/llama.cpp/blob/d9b33fe95bd257b36c84ee5769cc048230067d6f/examples/server/server.cpp#L1809
 
@@ -2370,7 +246,7 @@ static void params_parse(const backend::ModelOptions* request,
         }
 
         if (!strcmp(optname, "gpu")) {
-            llama.has_gpu = true;
+          //  llama.has_gpu = true;
         }
     }
 
@@ -2439,17 +315,14 @@ static void params_parse(const backend::ModelOptions* request,
     }
 
     if (request->grammartriggers_size() > 0) {
-        LOG_INFO("configuring grammar triggers", {});
-        llama.grammar_lazy = true;
+        params.sampling.grammar_lazy = true;
         for (int i = 0; i < request->grammartriggers_size(); i++) {
             common_grammar_trigger trigger;
 	    trigger.type = COMMON_GRAMMAR_TRIGGER_TYPE_WORD;
             trigger.value = request->grammartriggers(i).word();
 	    // trigger.at_start = request->grammartriggers(i).at_start();
-            llama.grammar_triggers.push_back(trigger);
-            LOG_INFO("grammar trigger", {
-                { "word", trigger.value },
-            });
+            params.sampling.grammar_triggers.push_back(trigger);
+           
         }
     }
 }
@@ -2457,218 +330,533 @@ static void params_parse(const backend::ModelOptions* request,
 
 // GRPC Server start
 class BackendServiceImpl final : public backend::Backend::Service {
+private:
+    server_context& ctx_server;
+
 public:
-  grpc::Status Health(ServerContext* context, const backend::HealthMessage* request, backend::Reply* reply) {
-    // Implement Health RPC
-    reply->set_message("OK");
-    return Status::OK;
-  }
+    BackendServiceImpl(server_context& ctx) : ctx_server(ctx) {}
 
-  grpc::Status LoadModel(ServerContext* context, const backend::ModelOptions* request, backend::Result* result) {
-    // Implement LoadModel RPC
-    common_params params;
-    params_parse(request, params, llama);
-
-    llama_backend_init();
-    llama_numa_init(params.numa);
-
-    // load the model
-    if (!llama.load_model(params))
-    {
-        result->set_message("Failed loading model");
-        result->set_success(false);
-        return Status::CANCELLED;
+    grpc::Status Health(ServerContext* context, const backend::HealthMessage* request, backend::Reply* reply) {
+        // Implement Health RPC
+        reply->set_message("OK");
+        return Status::OK;
     }
-    llama.initialize();
-    result->set_message("Loading succeeded");
-    result->set_success(true);
-    loaded_model = true;
-    return Status::OK;
-  }
-  grpc::Status PredictStream(grpc::ServerContext* context, const backend::PredictOptions* request, grpc::ServerWriter<backend::Reply>* writer) override {
-        json data = parse_options(true, request, llama);
-        const int task_id = llama.queue_tasks.get_new_id();
-        llama.queue_results.add_waiting_task_id(task_id);
-        llama.request_completion(task_id, data, false, false, -1);
-        while (true)
-        {
-            task_result result = llama.queue_results.recv(task_id);
-            if (!result.error) {
-                const std::string str =
-                "data: " +
-                result.result_json.dump(-1, ' ', false, json::error_handler_t::replace) +
-                "\n\n";
-                LOG_VERBOSE("data stream", {
-                    { "to_send", str }
-                });
 
-                backend::Reply reply;
-                // print it
-                std::string completion_text = result.result_json.value("content", "");
+    grpc::Status LoadModel(ServerContext* context, const backend::ModelOptions* request, backend::Result* result) {
+        // Implement LoadModel RPC
+        common_params params;
+        params_parse(request, params);
 
-                reply.set_message(completion_text);
-                int32_t tokens_predicted = result.result_json.value("tokens_predicted", 0);
-                reply.set_tokens(tokens_predicted);
-                int32_t tokens_evaluated = result.result_json.value("tokens_evaluated", 0);
-                reply.set_prompt_tokens(tokens_evaluated);
+        common_init();
 
-                if (result.result_json.contains("timings")) {
-                    double timing_prompt_processing = result.result_json.at("timings").value("prompt_ms", 0.0);
-                    reply.set_timing_prompt_processing(timing_prompt_processing);
-                    double timing_token_generation = result.result_json.at("timings").value("predicted_ms", 0.0);
-                    reply.set_timing_token_generation(timing_token_generation);
+        llama_backend_init();
+        llama_numa_init(params.numa);
+
+
+        LOG_INF("system info: n_threads = %d, n_threads_batch = %d, total_threads = %d\n", params.cpuparams.n_threads, params.cpuparams_batch.n_threads, std::thread::hardware_concurrency());
+        LOG_INF("\n");
+        LOG_INF("%s\n", common_params_get_system_info(params).c_str());
+        LOG_INF("\n");
+        // load the model
+        if (!ctx_server.load_model(params)) {
+            result->set_message("Failed loading model");
+            result->set_success(false);
+            return Status::CANCELLED;
+        }
+
+        //ctx_server.init();
+        result->set_message("Loading succeeded");
+        result->set_success(true);
+        loaded_model = true;
+        ctx_server.slot_prompt_similarity = params.slot_prompt_similarity;
+
+        return Status::OK;
+    }
+
+    grpc::Status PredictStream(grpc::ServerContext* context, const backend::PredictOptions* request, grpc::ServerWriter<backend::Reply>* writer) override {
+        json data = parse_options(true, request);
+
+
+        //Raise error if embeddings is set to true
+        if (ctx_server.params_base.embedding) {
+            return grpc::Status(grpc::StatusCode::INVALID_ARGUMENT, "Embedding is not supported in streaming mode");
+        }
+
+
+        auto completion_id = gen_chatcmplid();
+        std::unordered_set<int> task_ids;
+        try {
+            std::vector<server_task> tasks;
+
+            const auto & prompt = data.at("prompt");
+            const auto type = SERVER_TASK_TYPE_COMPLETION;
+            // TODO: this log can become very long, put it behind a flag or think about a more compact format
+            //SRV_DBG("Prompt: %s\n", prompt.is_string() ? prompt.get<std::string>().c_str() : prompt.dump(2).c_str());
+
+            std::vector<raw_buffer> files;
+            const auto &images_data = data.find("image_data");
+            if (images_data != data.end() && images_data->is_array())
+            {
+                for (const auto &img : *images_data)
+                {
+                    auto decoded_data = base64_decode(img["data"].get<std::string>());
+                    files.push_back(decoded_data);
                 }
+            }
+
+            // process files
+            mtmd::bitmaps bitmaps;
+            const bool has_mtmd = ctx_server.mctx != nullptr;
+            {
+                if (!has_mtmd && !files.empty()) {
+                    throw std::runtime_error("This server does not support multimodal");
+                }
+                for (auto & file : files) {
+                    mtmd::bitmap bmp(mtmd_helper_bitmap_init_from_buf(file.data(), file.size()));
+                    if (!bmp.ptr) {
+                        throw std::runtime_error("Failed to load image");
+                    }
+                    // calculate bitmap hash (for KV caching)
+                    std::string hash = fnv_hash(bmp.data(), bmp.nx()*bmp.ny()*3);
+                    bmp.set_id(hash.c_str());
+                    bitmaps.entries.push_back(std::move(bmp));
+                }
+            }
+
+            // process prompt
+            std::vector<server_tokens> inputs;
+            if (!prompt.is_string()) {
+                throw std::runtime_error("prompt must be a string");
+            }
+
+            if (has_mtmd) {
+                // multimodal
+                std::string prompt_str = prompt.get<std::string>();
+                mtmd_input_text inp_txt = {
+                    prompt_str.c_str(),
+                    /* add_special */   true,
+                    /* parse_special */ true,
+                };
+                mtmd::input_chunks chunks(mtmd_input_chunks_init());
+                auto bitmaps_c_ptr = bitmaps.c_ptr();
+                int32_t tokenized = mtmd_tokenize(ctx_server.mctx,
+                                                    chunks.ptr.get(),
+                                                    &inp_txt,
+                                                    bitmaps_c_ptr.data(),
+                                                    bitmaps_c_ptr.size());
+                if (tokenized != 0) {
+                    throw std::runtime_error("Failed to tokenize prompt");
+                }
+
+                server_tokens tmp(chunks, true);
+                inputs.push_back(std::move(tmp));
+            } else {
+                // non-multimodal version
+                auto tokenized_prompts = tokenize_input_prompts(ctx_server.vocab, prompt, true, true);
+                for (auto & p : tokenized_prompts) {
+                    auto tmp = server_tokens(p, ctx_server.mctx != nullptr);
+                    inputs.push_back(std::move(tmp));
+                }
+            }
+
+            tasks.reserve(inputs.size());
+            for (size_t i = 0; i < inputs.size(); i++) {
+                server_task task = server_task(type);
+
+                task.id    = ctx_server.queue_tasks.get_new_id();
+                task.index = i;
+
+                task.prompt_tokens    = std::move(inputs[i]);
+                task.params           = server_task::params_from_json_cmpl(
+                        ctx_server.ctx,
+                        ctx_server.params_base,
+                        data);
+                task.id_selected_slot = json_value(data, "id_slot", -1);
+
+                // OAI-compat
+                task.params.oaicompat                 = OAICOMPAT_TYPE_NONE;
+                task.params.oaicompat_cmpl_id         = completion_id;
+                // oaicompat_model is already populated by params_from_json_cmpl
+
+                tasks.push_back(std::move(task));
+            }
+
+            task_ids = server_task::get_list_id(tasks);
+            ctx_server.queue_results.add_waiting_tasks(tasks);
+            ctx_server.queue_tasks.post(std::move(tasks));
+        } catch (const std::exception & e) {
+            return grpc::Status(grpc::StatusCode::INVALID_ARGUMENT, e.what());
+        }
+
+        ctx_server.receive_cmpl_results_stream(task_ids, [&](server_task_result_ptr & result) -> bool {
+            json res_json = result->to_json();
+            if (res_json.is_array()) {
+                for (const auto & res : res_json) {
+                    std::string completion_text = res.value("content", "");
+
+                    backend::Reply reply;
+                    reply.set_message(completion_text);
+                    int32_t tokens_predicted = res.value("tokens_predicted", 0);
+                    reply.set_tokens(tokens_predicted);
+                    int32_t tokens_evaluated = res.value("tokens_evaluated", 0);
+                    reply.set_prompt_tokens(tokens_evaluated);
+
+                    if (res.contains("timings")) {
+                        double timing_prompt_processing = res.at("timings").value("prompt_ms", 0.0);
+                        reply.set_timing_prompt_processing(timing_prompt_processing);
+                        double timing_token_generation = res.at("timings").value("predicted_ms", 0.0);
+                        reply.set_timing_token_generation(timing_token_generation);
+                    }
+
+                    // Log Request Correlation Id
                 
-                // Log Request Correlation Id
-                LOG_VERBOSE("correlation:", {
-                    { "id", data["correlation_id"] }
-                });
-
-                // Send the reply
-                writer->Write(reply);
-
-                if (result.stop) {
-                    break;
+                    // Send the reply
+                    writer->Write(reply);
                 }
             } else {
-                break;
+                std::string completion_text = res_json.value("content", "");
+
+                backend::Reply reply;
+                reply.set_message(completion_text);
+                int32_t tokens_predicted = res_json.value("tokens_predicted", 0);
+                reply.set_tokens(tokens_predicted);
+                int32_t tokens_evaluated = res_json.value("tokens_evaluated", 0);
+                reply.set_prompt_tokens(tokens_evaluated);
+
+                if (res_json.contains("timings")) {
+                    double timing_prompt_processing = res_json.at("timings").value("prompt_ms", 0.0);
+                    reply.set_timing_prompt_processing(timing_prompt_processing);
+                    double timing_token_generation = res_json.at("timings").value("predicted_ms", 0.0);
+                    reply.set_timing_token_generation(timing_token_generation);
+                }
+
+                
+
+                // Send the reply
+                    writer->Write(reply);
+           
             }
-        }
+                 return true;
+        }, [&](const json & error_data) {
+            backend::Reply reply;
+            reply.set_message(error_data.value("content", ""));
+            writer->Write(reply);
+            return true;
+        }, [&]() {
+            // NOTE: we should try to check when the writer is closed here
+            return false;
+        });
+
+        ctx_server.queue_results.remove_waiting_task_ids(task_ids);
 
         return grpc::Status::OK;
     }
 
-
     grpc::Status Predict(ServerContext* context, const backend::PredictOptions* request, backend::Reply* reply) {
-        json data = parse_options(false, request, llama);
-        const int task_id = llama.queue_tasks.get_new_id();
-        llama.queue_results.add_waiting_task_id(task_id);
-        llama.request_completion(task_id, data, false, false, -1);
-        std::string completion_text;
-        task_result result = llama.queue_results.recv(task_id);
-        if (!result.error && result.stop) {
+         json data = parse_options(true, request);
+
+        data["stream"] = false;
+        //Raise error if embeddings is set to true
+        if (ctx_server.params_base.embedding) {
+            return grpc::Status(grpc::StatusCode::INVALID_ARGUMENT, "Embedding is not supported in Predict mode");
+        }
+        std::cout << "[PREDICT] Received result: " << data.dump(2) << std::endl;
+        auto completion_id = gen_chatcmplid();
+        std::unordered_set<int> task_ids;
+        try {
+            std::vector<server_task> tasks;
+
+            const auto & prompt = data.at("prompt");
+            const auto type = SERVER_TASK_TYPE_COMPLETION;
+            // TODO: this log can become very long, put it behind a flag or think about a more compact format
+            //SRV_DBG("Prompt: %s\n", prompt.is_string() ? prompt.get<std::string>().c_str() : prompt.dump(2).c_str());
+
+            std::vector<raw_buffer> files;
+            const auto &images_data = data.find("image_data");
+           // std::cout << "[PREDICT] Images data: " << images_data->dump(2) << std::endl;
+           
+            if (images_data != data.end() && images_data->is_array())
+            {
+                std::cout << "[PREDICT] Processing " << images_data->size() << " images" << std::endl;
+                for (const auto &img : *images_data)
+                {
+                    std::cout << "[PREDICT] Processing image" << std::endl;
+                    auto decoded_data = base64_decode(img["data"].get<std::string>());
+                    files.push_back(decoded_data);
+                }
+            }
+
+            // process files
+            mtmd::bitmaps bitmaps;
+            const bool has_mtmd = ctx_server.mctx != nullptr;
+            {
+                if (!has_mtmd && !files.empty()) {
+                    throw std::runtime_error("This server does not support multimodal");
+                }
+                for (auto & file : files) {
+                    mtmd::bitmap bmp(mtmd_helper_bitmap_init_from_buf(file.data(), file.size()));
+                    if (!bmp.ptr) {
+                        throw std::runtime_error("Failed to load image");
+                    }
+                    // calculate bitmap hash (for KV caching)
+                    std::string hash = fnv_hash(bmp.data(), bmp.nx()*bmp.ny()*3);
+                    bmp.set_id(hash.c_str());
+                    bitmaps.entries.push_back(std::move(bmp));
+                }
+            }
+
+            // process prompt
+            std::vector<server_tokens> inputs;
+            if (!prompt.is_string()) {
+                std::cout << "[PREDICT] Prompt must be a string" << std::endl;
+                throw std::runtime_error("prompt must be a string");
+            }
+
+            if (has_mtmd) {
+                // multimodal
+                std::string prompt_str = prompt.get<std::string>();
+                mtmd_input_text inp_txt = {
+                    prompt_str.c_str(),
+                    /* add_special */   true,
+                    /* parse_special */ true,
+                };
+                mtmd::input_chunks chunks(mtmd_input_chunks_init());
+                auto bitmaps_c_ptr = bitmaps.c_ptr();
+                int32_t tokenized = mtmd_tokenize(ctx_server.mctx,
+                                                    chunks.ptr.get(),
+                                                    &inp_txt,
+                                                    bitmaps_c_ptr.data(),
+                                                    bitmaps_c_ptr.size());
+                if (tokenized != 0) {
+                    std::cout << "[PREDICT] Failed to tokenize prompt" << std::endl;
+                    throw std::runtime_error("Failed to tokenize prompt");
+                }
+
+                server_tokens tmp(chunks, true);
+                inputs.push_back(std::move(tmp));
+            } else {
+                // non-multimodal version
+                auto tokenized_prompts = tokenize_input_prompts(ctx_server.vocab, prompt, true, true);
+                for (auto & p : tokenized_prompts) {
+                    auto tmp = server_tokens(p, ctx_server.mctx != nullptr);
+                    inputs.push_back(std::move(tmp));
+                }
+            }
+
+            tasks.reserve(inputs.size());
+            for (size_t i = 0; i < inputs.size(); i++) {
+                server_task task = server_task(type);
+
+                task.id    = ctx_server.queue_tasks.get_new_id();
+                task.index = i;
+
+                task.prompt_tokens    = std::move(inputs[i]);
+                task.params           = server_task::params_from_json_cmpl(
+                        ctx_server.ctx,
+                        ctx_server.params_base,
+                        data);
+                task.id_selected_slot = json_value(data, "id_slot", -1);
+
+                // OAI-compat
+                task.params.oaicompat                 = OAICOMPAT_TYPE_NONE;
+                task.params.oaicompat_cmpl_id         = completion_id;
+                // oaicompat_model is already populated by params_from_json_cmpl
+
+                tasks.push_back(std::move(task));
+            }
+
+            task_ids = server_task::get_list_id(tasks);
+            ctx_server.queue_results.add_waiting_tasks(tasks);
+            ctx_server.queue_tasks.post(std::move(tasks));
+        } catch (const std::exception & e) {
+            return grpc::Status(grpc::StatusCode::INVALID_ARGUMENT, e.what());
+        }
+
+
+        std::cout << "[DEBUG] Waiting for results..." << std::endl;
+        ctx_server.receive_multi_results(task_ids, [&](std::vector<server_task_result_ptr> & results) {
+            std::cout << "[DEBUG] Received " << results.size() << " results" << std::endl;
+            if (results.size() == 1) {
+                // single result
+                reply->set_message(results[0]->to_json().value("content", ""));
+
+                int32_t tokens_predicted = results[0]->to_json().value("tokens_predicted", 0);
+                reply->set_tokens(tokens_predicted);
+                int32_t tokens_evaluated = results[0]->to_json().value("tokens_evaluated", 0);
+                reply->set_prompt_tokens(tokens_evaluated);
+
+                if (results[0]->to_json().contains("timings")) {
+                    double timing_prompt_processing = results[0]->to_json().at("timings").value("prompt_ms", 0.0);
+                    reply->set_timing_prompt_processing(timing_prompt_processing);
+                    double timing_token_generation = results[0]->to_json().at("timings").value("predicted_ms", 0.0);
+                    reply->set_timing_token_generation(timing_token_generation);
+                }
+
+            } else {
+                // multiple results (multitask)
+                json arr = json::array();
+                for (auto & res : results) {
+                    arr.push_back(res->to_json().value("content", ""));
+                }
+                reply->set_message(arr);
+            }
+
             
-            // Log Request Correlation Id
-            LOG_VERBOSE("correlation:", {
-                { "id", data["correlation_id"] }
-            });
+        }, [&](const json & error_data) {
+            std::cout << "[DEBUG] Error in results: " << error_data.value("content", "") << std::endl;
+            reply->set_message(error_data.value("content", ""));
+        }, [&]() {
+            return false;
+        });
 
-            completion_text = result.result_json.value("content", "");
-            int32_t tokens_predicted = result.result_json.value("tokens_predicted", 0);
-            int32_t tokens_evaluated = result.result_json.value("tokens_evaluated", 0);
-            reply->set_prompt_tokens(tokens_evaluated);
-            reply->set_tokens(tokens_predicted);
-            reply->set_message(completion_text);
-
-            if (result.result_json.contains("timings")) {
-                double timing_prompt_processing = result.result_json.at("timings").value("prompt_ms", 0.0);
-                reply->set_timing_prompt_processing(timing_prompt_processing);
-                double timing_token_generation = result.result_json.at("timings").value("predicted_ms", 0.0);
-                reply->set_timing_token_generation(timing_token_generation);
-            }
-        }
-        else
-        {
-            return grpc::Status::OK;
-        }
+        ctx_server.queue_results.remove_waiting_task_ids(task_ids);
+        std::cout << "[DEBUG] Predict request completed successfully" << std::endl;
 
         return grpc::Status::OK;
     }
 
-    /// https://github.com/ggerganov/llama.cpp/blob/aa2341298924ac89778252015efcb792f2df1e20/examples/server/server.cpp#L2969
     grpc::Status Embedding(ServerContext* context, const backend::PredictOptions* request, backend::EmbeddingResult* embeddingResult) {
-        json data = parse_options(false, request, llama);
-        const int task_id = llama.queue_tasks.get_new_id();
-        llama.queue_results.add_waiting_task_id(task_id);
-        llama.request_completion(task_id, { {"prompt", data["embeddings"]}, { "n_predict", 0}, {"image_data", ""} }, false, true, -1);
-        // get the result
-        task_result result = llama.queue_results.recv(task_id);
-        //std::cout << "Embedding result JSON" << result.result_json.dump() << std::endl;
-        llama.queue_results.remove_waiting_task_id(task_id);
-        if (!result.error && result.stop) {
-            std::vector<float> embeddings = result.result_json.value("embedding", std::vector<float>());
-            // loop the vector and set the embeddings results
-            for (int i = 0; i < embeddings.size(); i++) {
-                embeddingResult->add_embeddings(embeddings[i]);
+
+        json body = parse_options(false, request);
+
+        body["stream"] = false;
+
+        /*
+        if (llama_pooling_type(ctx_server.ctx) == LLAMA_POOLING_TYPE_NONE) {
+            return grpc::Status(grpc::StatusCode::INVALID_ARGUMENT, "Pooling type 'none' is not OAI compatible. Please use a different pooling type");
+        }
+        */
+
+        // for the shape of input/content, see tokenize_input_prompts()
+        json prompt = body.at("prompt");
+
+
+        auto tokenized_prompts = tokenize_input_prompts(ctx_server.vocab, prompt, true, true);
+        for (const auto & tokens : tokenized_prompts) {
+            // this check is necessary for models that do not add BOS token to the input
+            if (tokens.empty()) {
+                return grpc::Status(grpc::StatusCode::INVALID_ARGUMENT, "Input content cannot be empty");
             }
         }
-        else
+
+        // create and queue the task
+        json responses = json::array();
+        bool error = false;
+        std::unordered_set<int> task_ids;
         {
-            return grpc::Status::OK;
+            std::vector<server_task> tasks;
+            for (size_t i = 0; i < tokenized_prompts.size(); i++) {
+                server_task task = server_task(SERVER_TASK_TYPE_EMBEDDING);
+
+                task.id            = ctx_server.queue_tasks.get_new_id();
+                task.index         = i;
+                task.prompt_tokens = server_tokens(tokenized_prompts[i], ctx_server.mctx != nullptr);
+
+                // OAI-compat
+                task.params.oaicompat = OAICOMPAT_TYPE_EMBEDDING;
+
+                tasks.push_back(std::move(task));
+            }
+
+            task_ids = server_task::get_list_id(tasks);
+            ctx_server.queue_results.add_waiting_tasks(tasks);
+            ctx_server.queue_tasks.post(std::move(tasks));
+        }
+
+        // get the result
+        ctx_server.receive_multi_results(task_ids, [&](std::vector<server_task_result_ptr> & results) {
+            for (auto & res : results) {
+                GGML_ASSERT(dynamic_cast<server_task_result_embd*>(res.get()) != nullptr);
+                responses.push_back(res->to_json());
+            }
+        }, [&](const json & error_data) {
+            return grpc::Status(grpc::StatusCode::INVALID_ARGUMENT, error_data.value("content", ""));
+        }, [&]() {
+            // NOTE: we should try to check when the writer is closed here
+            return false;
+        });
+
+        ctx_server.queue_results.remove_waiting_task_ids(task_ids);
+
+        if (error) {
+            return grpc::Status(grpc::StatusCode::INTERNAL, "Error in receiving results");
+        }
+
+        std::vector<float> embeddings = responses[0].value("embedding", std::vector<float>());
+        // loop the vector and set the embeddings results
+        for (int i = 0; i < embeddings.size(); i++) {
+            embeddingResult->add_embeddings(embeddings[i]);
         }
 
         return grpc::Status::OK;
     }
 
-    grpc::Status TokenizeString(ServerContext* context, const backend::PredictOptions* request, backend::TokenizationResponse* response){
-         json data = parse_options(false, request, llama);
+    grpc::Status TokenizeString(ServerContext* context, const backend::PredictOptions* request, backend::TokenizationResponse* response) {
+        json body = parse_options(false, request);
+        body["stream"] = false;
+        
+        json tokens_response = json::array();
+        if (body.count("prompt") != 0) {
+            const bool add_special = json_value(body, "add_special", false);
+            const bool with_pieces = json_value(body, "with_pieces", false);
 
-         std::vector<llama_token> tokens = llama.tokenize(data["prompt"],false);
+            llama_tokens tokens = tokenize_mixed(ctx_server.vocab, body.at("content"), add_special, true);
 
-         for (int i=0 ; i< tokens.size(); i++){
-            response->add_tokens(tokens[i]);
-         }
+
+            for (const auto& token : tokens) {
+                std::string piece = common_token_to_piece(ctx_server.ctx, token);
+                response->add_tokens(token);
+            }
+        }
 
         return grpc::Status::OK;
     }
 
     grpc::Status GetMetrics(ServerContext* context, const backend::MetricsRequest* request, backend::MetricsResponse* response) {
-        llama_client_slot* active_slot = llama.get_active_slot();
 
-        if (active_slot != nullptr) {
-            // Calculate the tokens per second using existing logic
-            double tokens_per_second = 1e3 / active_slot->t_token_generation * active_slot->n_decoded;
+// request slots data using task queue
+        int task_id = ctx_server.queue_tasks.get_new_id();
+        {
+            server_task task(SERVER_TASK_TYPE_METRICS);
+            task.id = task_id;
+            ctx_server.queue_results.add_waiting_task_id(task_id);
+            ctx_server.queue_tasks.post(std::move(task), true); // high-priority task
+        }
 
-            // Populate the response with metrics
-            response->set_slot_id(active_slot->id);
-            response->set_prompt_json_for_slot(active_slot->prompt.dump());
-            response->set_tokens_per_second(tokens_per_second);
-            response->set_tokens_generated(active_slot->n_decoded);
-            response->set_prompt_tokens_processed(active_slot->num_prompt_tokens_processed);
-        } else {
+        // get the result
+        server_task_result_ptr result = ctx_server.queue_results.recv(task_id);
+        ctx_server.queue_results.remove_waiting_task_id(task_id);
+
+        if (result->is_error()) {
             // Handle case when no active slot exists
             response->set_slot_id(0);
             response->set_prompt_json_for_slot("");
             response->set_tokens_per_second(0);
             response->set_tokens_generated(0);
             response->set_prompt_tokens_processed(0);
+            return grpc::Status(grpc::StatusCode::INTERNAL, "Error in receiving results");
         }
 
+        // TODO: get rid of this dynamic_cast
+        auto res_metrics = dynamic_cast<server_task_result_metrics*>(result.get());
+        GGML_ASSERT(res_metrics != nullptr);    
+
+        // Populate the response with metrics
+        response->set_slot_id(0);
+        response->set_prompt_json_for_slot("");
+        response->set_tokens_per_second(res_metrics->n_prompt_tokens_processed ? 1.e3 / res_metrics->t_prompt_processing * res_metrics->n_prompt_tokens_processed : 0.);
+        response->set_tokens_generated(res_metrics->n_tokens_predicted_total);
+        response->set_prompt_tokens_processed(res_metrics->n_prompt_tokens_processed_total);
+        
+
         return grpc::Status::OK;
-    } 
+    }
 };
 
-void RunServer(const std::string& server_address) {
-  BackendServiceImpl service;
-
-  ServerBuilder builder;
-  builder.AddListeningPort(server_address, grpc::InsecureServerCredentials());
-  builder.RegisterService(&service);
-  builder.SetMaxMessageSize(50 * 1024 * 1024); // 50MB
-  builder.SetMaxSendMessageSize(50 * 1024 * 1024); // 50MB
-  builder.SetMaxReceiveMessageSize(50 * 1024 * 1024); // 50MB
-  std::unique_ptr<Server> server(builder.BuildAndStart());
-  std::cout << "Server listening on " << server_address << std::endl;
-  server->Wait();
-}
 
 int main(int argc, char** argv) {
   std::string server_address("localhost:50051");
 
-#if defined (__unix__) || (defined (__APPLE__) && defined (__MACH__))
-    struct sigaction sigint_action;
-    sigint_action.sa_handler = signal_handler;
-    sigemptyset (&sigint_action.sa_mask);
-    sigint_action.sa_flags = 0;
-    sigaction(SIGINT, &sigint_action, NULL);
-    sigaction(SIGTERM, &sigint_action, NULL);
-#elif defined (_WIN32)
-    auto console_ctrl_handler = +[](DWORD ctrl_type) -> BOOL {
-        return (ctrl_type == CTRL_C_EVENT) ? (signal_handler(SIGINT), true) : false;
-    };
-    SetConsoleCtrlHandler(reinterpret_cast<PHANDLER_ROUTINE>(console_ctrl_handler), true);
-#endif
-
   // Define long and short options
   struct option long_options[] = {
       {"addr", required_argument, nullptr, 'a'},
@@ -2688,21 +876,41 @@ int main(int argc, char** argv) {
         return 1;
     }
   }
+  
+    server_context ctx_server;
+    BackendServiceImpl service(ctx_server);
 
+    ServerBuilder builder;
+    builder.AddListeningPort(server_address, grpc::InsecureServerCredentials());
+    builder.RegisterService(&service);
+    builder.SetMaxMessageSize(50 * 1024 * 1024); // 50MB
+    builder.SetMaxSendMessageSize(50 * 1024 * 1024); // 50MB
+    builder.SetMaxReceiveMessageSize(50 * 1024 * 1024); // 50MB
+    std::unique_ptr<Server> server(builder.BuildAndStart());
    // run the HTTP server in a thread - see comment below
     std::thread t([&]()
-            {
-                RunServer(server_address);
-                return 0;
-            });
+    {
+        std::cout << "Server listening on " << server_address << std::endl;
+        server->Wait();
+        return 0;
+    });
+
+    // clean up function, to be called before exit
+    auto clean_up = [&server, &ctx_server]() {
+        SRV_INF("%s: cleaning up before exit...\n", __func__);
+        server->Shutdown();
+        ctx_server.queue_results.terminate();
+        llama_backend_free();
+    };
 
 
     //);
-    start_llama_server();
-                        std::cout << "stopping" << std::endl;
+    start_llama_server(ctx_server);
+    std::cout << "stopping" << std::endl;
 
+
+    clean_up();
     t.join();
 
-    llama_backend_free();
-  return 0;
+    return 0;
 }
diff --git a/backend/cpp/llama/json.hpp b/backend/cpp/llama/json.hpp
deleted file mode 100644
index 4d1a37ad..00000000
--- a/backend/cpp/llama/json.hpp
+++ /dev/null
@@ -1,24596 +0,0 @@
-//     __ _____ _____ _____
-//  __|  |   __|     |   | |  JSON for Modern C++
-// |  |  |__   |  |  | | | |  version 3.11.2
-// |_____|_____|_____|_|___|  https://github.com/nlohmann/json
-//
-// SPDX-FileCopyrightText: 2013-2022 Niels Lohmann <https://nlohmann.me>
-// SPDX-License-Identifier: MIT
-
-/****************************************************************************\
- * Note on documentation: The source files contain links to the online      *
- * documentation of the public API at https://json.nlohmann.me. This URL    *
- * contains the most recent documentation and should also be applicable to  *
- * previous versions; documentation for deprecated functions is not         *
- * removed, but marked deprecated. See "Generate documentation" section in  *
- * file docs/README.md.                                                     *
-\****************************************************************************/
-
-#ifndef INCLUDE_NLOHMANN_JSON_HPP_
-#define INCLUDE_NLOHMANN_JSON_HPP_
-
-#include <algorithm> // all_of, find, for_each
-#include <cstddef> // nullptr_t, ptrdiff_t, size_t
-#include <functional> // hash, less
-#include <initializer_list> // initializer_list
-#ifndef JSON_NO_IO
-    #include <iosfwd> // istream, ostream
-#endif  // JSON_NO_IO
-#include <iterator> // random_access_iterator_tag
-#include <memory> // unique_ptr
-#include <numeric> // accumulate
-#include <string> // string, stoi, to_string
-#include <utility> // declval, forward, move, pair, swap
-#include <vector> // vector
-
-// #include <nlohmann/adl_serializer.hpp>
-//     __ _____ _____ _____
-//  __|  |   __|     |   | |  JSON for Modern C++
-// |  |  |__   |  |  | | | |  version 3.11.2
-// |_____|_____|_____|_|___|  https://github.com/nlohmann/json
-//
-// SPDX-FileCopyrightText: 2013-2022 Niels Lohmann <https://nlohmann.me>
-// SPDX-License-Identifier: MIT
-
-
-
-#include <utility>
-
-// #include <nlohmann/detail/abi_macros.hpp>
-//     __ _____ _____ _____
-//  __|  |   __|     |   | |  JSON for Modern C++
-// |  |  |__   |  |  | | | |  version 3.11.2
-// |_____|_____|_____|_|___|  https://github.com/nlohmann/json
-//
-// SPDX-FileCopyrightText: 2013-2022 Niels Lohmann <https://nlohmann.me>
-// SPDX-License-Identifier: MIT
-
-
-
-// This file contains all macro definitions affecting or depending on the ABI
-
-#ifndef JSON_SKIP_LIBRARY_VERSION_CHECK
-    #if defined(NLOHMANN_JSON_VERSION_MAJOR) && defined(NLOHMANN_JSON_VERSION_MINOR) && defined(NLOHMANN_JSON_VERSION_PATCH)
-        #if NLOHMANN_JSON_VERSION_MAJOR != 3 || NLOHMANN_JSON_VERSION_MINOR != 11 || NLOHMANN_JSON_VERSION_PATCH != 2
-            #warning "Already included a different version of the library!"
-        #endif
-    #endif
-#endif
-
-#define NLOHMANN_JSON_VERSION_MAJOR 3   // NOLINT(modernize-macro-to-enum)
-#define NLOHMANN_JSON_VERSION_MINOR 11  // NOLINT(modernize-macro-to-enum)
-#define NLOHMANN_JSON_VERSION_PATCH 2   // NOLINT(modernize-macro-to-enum)
-
-#ifndef JSON_DIAGNOSTICS
-    #define JSON_DIAGNOSTICS 0
-#endif
-
-#ifndef JSON_USE_LEGACY_DISCARDED_VALUE_COMPARISON
-    #define JSON_USE_LEGACY_DISCARDED_VALUE_COMPARISON 0
-#endif
-
-#if JSON_DIAGNOSTICS
-    #define NLOHMANN_JSON_ABI_TAG_DIAGNOSTICS _diag
-#else
-    #define NLOHMANN_JSON_ABI_TAG_DIAGNOSTICS
-#endif
-
-#if JSON_USE_LEGACY_DISCARDED_VALUE_COMPARISON
-    #define NLOHMANN_JSON_ABI_TAG_LEGACY_DISCARDED_VALUE_COMPARISON _ldvcmp
-#else
-    #define NLOHMANN_JSON_ABI_TAG_LEGACY_DISCARDED_VALUE_COMPARISON
-#endif
-
-#ifndef NLOHMANN_JSON_NAMESPACE_NO_VERSION
-    #define NLOHMANN_JSON_NAMESPACE_NO_VERSION 0
-#endif
-
-// Construct the namespace ABI tags component
-#define NLOHMANN_JSON_ABI_TAGS_CONCAT_EX(a, b) json_abi ## a ## b
-#define NLOHMANN_JSON_ABI_TAGS_CONCAT(a, b) \
-    NLOHMANN_JSON_ABI_TAGS_CONCAT_EX(a, b)
-
-#define NLOHMANN_JSON_ABI_TAGS                                       \
-    NLOHMANN_JSON_ABI_TAGS_CONCAT(                                   \
-            NLOHMANN_JSON_ABI_TAG_DIAGNOSTICS,                       \
-            NLOHMANN_JSON_ABI_TAG_LEGACY_DISCARDED_VALUE_COMPARISON)
-
-// Construct the namespace version component
-#define NLOHMANN_JSON_NAMESPACE_VERSION_CONCAT_EX(major, minor, patch) \
-    _v ## major ## _ ## minor ## _ ## patch
-#define NLOHMANN_JSON_NAMESPACE_VERSION_CONCAT(major, minor, patch) \
-    NLOHMANN_JSON_NAMESPACE_VERSION_CONCAT_EX(major, minor, patch)
-
-#if NLOHMANN_JSON_NAMESPACE_NO_VERSION
-#define NLOHMANN_JSON_NAMESPACE_VERSION
-#else
-#define NLOHMANN_JSON_NAMESPACE_VERSION                                 \
-    NLOHMANN_JSON_NAMESPACE_VERSION_CONCAT(NLOHMANN_JSON_VERSION_MAJOR, \
-                                           NLOHMANN_JSON_VERSION_MINOR, \
-                                           NLOHMANN_JSON_VERSION_PATCH)
-#endif
-
-// Combine namespace components
-#define NLOHMANN_JSON_NAMESPACE_CONCAT_EX(a, b) a ## b
-#define NLOHMANN_JSON_NAMESPACE_CONCAT(a, b) \
-    NLOHMANN_JSON_NAMESPACE_CONCAT_EX(a, b)
-
-#ifndef NLOHMANN_JSON_NAMESPACE
-#define NLOHMANN_JSON_NAMESPACE               \
-    nlohmann::NLOHMANN_JSON_NAMESPACE_CONCAT( \
-            NLOHMANN_JSON_ABI_TAGS,           \
-            NLOHMANN_JSON_NAMESPACE_VERSION)
-#endif
-
-#ifndef NLOHMANN_JSON_NAMESPACE_BEGIN
-#define NLOHMANN_JSON_NAMESPACE_BEGIN                \
-    namespace nlohmann                               \
-    {                                                \
-    inline namespace NLOHMANN_JSON_NAMESPACE_CONCAT( \
-                NLOHMANN_JSON_ABI_TAGS,              \
-                NLOHMANN_JSON_NAMESPACE_VERSION)     \
-    {
-#endif
-
-#ifndef NLOHMANN_JSON_NAMESPACE_END
-#define NLOHMANN_JSON_NAMESPACE_END                                     \
-    }  /* namespace (inline namespace) NOLINT(readability/namespace) */ \
-    }  // namespace nlohmann
-#endif
-
-// #include <nlohmann/detail/conversions/from_json.hpp>
-//     __ _____ _____ _____
-//  __|  |   __|     |   | |  JSON for Modern C++
-// |  |  |__   |  |  | | | |  version 3.11.2
-// |_____|_____|_____|_|___|  https://github.com/nlohmann/json
-//
-// SPDX-FileCopyrightText: 2013-2022 Niels Lohmann <https://nlohmann.me>
-// SPDX-License-Identifier: MIT
-
-
-
-#include <algorithm> // transform
-#include <array> // array
-#include <forward_list> // forward_list
-#include <iterator> // inserter, front_inserter, end
-#include <map> // map
-#include <string> // string
-#include <tuple> // tuple, make_tuple
-#include <type_traits> // is_arithmetic, is_same, is_enum, underlying_type, is_convertible
-#include <unordered_map> // unordered_map
-#include <utility> // pair, declval
-#include <valarray> // valarray
-
-// #include <nlohmann/detail/exceptions.hpp>
-//     __ _____ _____ _____
-//  __|  |   __|     |   | |  JSON for Modern C++
-// |  |  |__   |  |  | | | |  version 3.11.2
-// |_____|_____|_____|_|___|  https://github.com/nlohmann/json
-//
-// SPDX-FileCopyrightText: 2013-2022 Niels Lohmann <https://nlohmann.me>
-// SPDX-License-Identifier: MIT
-
-
-
-#include <cstddef> // nullptr_t
-#include <exception> // exception
-#include <stdexcept> // runtime_error
-#include <string> // to_string
-#include <vector> // vector
-
-// #include <nlohmann/detail/value_t.hpp>
-//     __ _____ _____ _____
-//  __|  |   __|     |   | |  JSON for Modern C++
-// |  |  |__   |  |  | | | |  version 3.11.2
-// |_____|_____|_____|_|___|  https://github.com/nlohmann/json
-//
-// SPDX-FileCopyrightText: 2013-2022 Niels Lohmann <https://nlohmann.me>
-// SPDX-License-Identifier: MIT
-
-
-
-#include <array> // array
-#include <cstddef> // size_t
-#include <cstdint> // uint8_t
-#include <string> // string
-
-// #include <nlohmann/detail/macro_scope.hpp>
-//     __ _____ _____ _____
-//  __|  |   __|     |   | |  JSON for Modern C++
-// |  |  |__   |  |  | | | |  version 3.11.2
-// |_____|_____|_____|_|___|  https://github.com/nlohmann/json
-//
-// SPDX-FileCopyrightText: 2013-2022 Niels Lohmann <https://nlohmann.me>
-// SPDX-License-Identifier: MIT
-
-
-
-#include <utility> // declval, pair
-// #include <nlohmann/detail/meta/detected.hpp>
-//     __ _____ _____ _____
-//  __|  |   __|     |   | |  JSON for Modern C++
-// |  |  |__   |  |  | | | |  version 3.11.2
-// |_____|_____|_____|_|___|  https://github.com/nlohmann/json
-//
-// SPDX-FileCopyrightText: 2013-2022 Niels Lohmann <https://nlohmann.me>
-// SPDX-License-Identifier: MIT
-
-
-
-#include <type_traits>
-
-// #include <nlohmann/detail/meta/void_t.hpp>
-//     __ _____ _____ _____
-//  __|  |   __|     |   | |  JSON for Modern C++
-// |  |  |__   |  |  | | | |  version 3.11.2
-// |_____|_____|_____|_|___|  https://github.com/nlohmann/json
-//
-// SPDX-FileCopyrightText: 2013-2022 Niels Lohmann <https://nlohmann.me>
-// SPDX-License-Identifier: MIT
-
-
-
-// #include <nlohmann/detail/abi_macros.hpp>
-
-
-NLOHMANN_JSON_NAMESPACE_BEGIN
-namespace detail
-{
-
-template<typename ...Ts> struct make_void
-{
-    using type = void;
-};
-template<typename ...Ts> using void_t = typename make_void<Ts...>::type;
-
-}  // namespace detail
-NLOHMANN_JSON_NAMESPACE_END
-
-
-NLOHMANN_JSON_NAMESPACE_BEGIN
-namespace detail
-{
-
-// https://en.cppreference.com/w/cpp/experimental/is_detected
-struct nonesuch
-{
-    nonesuch() = delete;
-    ~nonesuch() = delete;
-    nonesuch(nonesuch const&) = delete;
-    nonesuch(nonesuch const&&) = delete;
-    void operator=(nonesuch const&) = delete;
-    void operator=(nonesuch&&) = delete;
-};
-
-template<class Default,
-         class AlwaysVoid,
-         template<class...> class Op,
-         class... Args>
-struct detector
-{
-    using value_t = std::false_type;
-    using type = Default;
-};
-
-template<class Default, template<class...> class Op, class... Args>
-struct detector<Default, void_t<Op<Args...>>, Op, Args...>
-{
-    using value_t = std::true_type;
-    using type = Op<Args...>;
-};
-
-template<template<class...> class Op, class... Args>
-using is_detected = typename detector<nonesuch, void, Op, Args...>::value_t;
-
-template<template<class...> class Op, class... Args>
-struct is_detected_lazy : is_detected<Op, Args...> { };
-
-template<template<class...> class Op, class... Args>
-using detected_t = typename detector<nonesuch, void, Op, Args...>::type;
-
-template<class Default, template<class...> class Op, class... Args>
-using detected_or = detector<Default, void, Op, Args...>;
-
-template<class Default, template<class...> class Op, class... Args>
-using detected_or_t = typename detected_or<Default, Op, Args...>::type;
-
-template<class Expected, template<class...> class Op, class... Args>
-using is_detected_exact = std::is_same<Expected, detected_t<Op, Args...>>;
-
-template<class To, template<class...> class Op, class... Args>
-using is_detected_convertible =
-    std::is_convertible<detected_t<Op, Args...>, To>;
-
-}  // namespace detail
-NLOHMANN_JSON_NAMESPACE_END
-
-// #include <nlohmann/thirdparty/hedley/hedley.hpp>
-
-
-//     __ _____ _____ _____
-//  __|  |   __|     |   | |  JSON for Modern C++
-// |  |  |__   |  |  | | | |  version 3.11.2
-// |_____|_____|_____|_|___|  https://github.com/nlohmann/json
-//
-// SPDX-FileCopyrightText: 2013-2022 Niels Lohmann <https://nlohmann.me>
-// SPDX-FileCopyrightText: 2016-2021 Evan Nemerson <evan@nemerson.com>
-// SPDX-License-Identifier: MIT
-
-/* Hedley - https://nemequ.github.io/hedley
- * Created by Evan Nemerson <evan@nemerson.com>
- */
-
-#if !defined(JSON_HEDLEY_VERSION) || (JSON_HEDLEY_VERSION < 15)
-#if defined(JSON_HEDLEY_VERSION)
-    #undef JSON_HEDLEY_VERSION
-#endif
-#define JSON_HEDLEY_VERSION 15
-
-#if defined(JSON_HEDLEY_STRINGIFY_EX)
-    #undef JSON_HEDLEY_STRINGIFY_EX
-#endif
-#define JSON_HEDLEY_STRINGIFY_EX(x) #x
-
-#if defined(JSON_HEDLEY_STRINGIFY)
-    #undef JSON_HEDLEY_STRINGIFY
-#endif
-#define JSON_HEDLEY_STRINGIFY(x) JSON_HEDLEY_STRINGIFY_EX(x)
-
-#if defined(JSON_HEDLEY_CONCAT_EX)
-    #undef JSON_HEDLEY_CONCAT_EX
-#endif
-#define JSON_HEDLEY_CONCAT_EX(a,b) a##b
-
-#if defined(JSON_HEDLEY_CONCAT)
-    #undef JSON_HEDLEY_CONCAT
-#endif
-#define JSON_HEDLEY_CONCAT(a,b) JSON_HEDLEY_CONCAT_EX(a,b)
-
-#if defined(JSON_HEDLEY_CONCAT3_EX)
-    #undef JSON_HEDLEY_CONCAT3_EX
-#endif
-#define JSON_HEDLEY_CONCAT3_EX(a,b,c) a##b##c
-
-#if defined(JSON_HEDLEY_CONCAT3)
-    #undef JSON_HEDLEY_CONCAT3
-#endif
-#define JSON_HEDLEY_CONCAT3(a,b,c) JSON_HEDLEY_CONCAT3_EX(a,b,c)
-
-#if defined(JSON_HEDLEY_VERSION_ENCODE)
-    #undef JSON_HEDLEY_VERSION_ENCODE
-#endif
-#define JSON_HEDLEY_VERSION_ENCODE(major,minor,revision) (((major) * 1000000) + ((minor) * 1000) + (revision))
-
-#if defined(JSON_HEDLEY_VERSION_DECODE_MAJOR)
-    #undef JSON_HEDLEY_VERSION_DECODE_MAJOR
-#endif
-#define JSON_HEDLEY_VERSION_DECODE_MAJOR(version) ((version) / 1000000)
-
-#if defined(JSON_HEDLEY_VERSION_DECODE_MINOR)
-    #undef JSON_HEDLEY_VERSION_DECODE_MINOR
-#endif
-#define JSON_HEDLEY_VERSION_DECODE_MINOR(version) (((version) % 1000000) / 1000)
-
-#if defined(JSON_HEDLEY_VERSION_DECODE_REVISION)
-    #undef JSON_HEDLEY_VERSION_DECODE_REVISION
-#endif
-#define JSON_HEDLEY_VERSION_DECODE_REVISION(version) ((version) % 1000)
-
-#if defined(JSON_HEDLEY_GNUC_VERSION)
-    #undef JSON_HEDLEY_GNUC_VERSION
-#endif
-#if defined(__GNUC__) && defined(__GNUC_PATCHLEVEL__)
-    #define JSON_HEDLEY_GNUC_VERSION JSON_HEDLEY_VERSION_ENCODE(__GNUC__, __GNUC_MINOR__, __GNUC_PATCHLEVEL__)
-#elif defined(__GNUC__)
-    #define JSON_HEDLEY_GNUC_VERSION JSON_HEDLEY_VERSION_ENCODE(__GNUC__, __GNUC_MINOR__, 0)
-#endif
-
-#if defined(JSON_HEDLEY_GNUC_VERSION_CHECK)
-    #undef JSON_HEDLEY_GNUC_VERSION_CHECK
-#endif
-#if defined(JSON_HEDLEY_GNUC_VERSION)
-    #define JSON_HEDLEY_GNUC_VERSION_CHECK(major,minor,patch) (JSON_HEDLEY_GNUC_VERSION >= JSON_HEDLEY_VERSION_ENCODE(major, minor, patch))
-#else
-    #define JSON_HEDLEY_GNUC_VERSION_CHECK(major,minor,patch) (0)
-#endif
-
-#if defined(JSON_HEDLEY_MSVC_VERSION)
-    #undef JSON_HEDLEY_MSVC_VERSION
-#endif
-#if defined(_MSC_FULL_VER) && (_MSC_FULL_VER >= 140000000) && !defined(__ICL)
-    #define JSON_HEDLEY_MSVC_VERSION JSON_HEDLEY_VERSION_ENCODE(_MSC_FULL_VER / 10000000, (_MSC_FULL_VER % 10000000) / 100000, (_MSC_FULL_VER % 100000) / 100)
-#elif defined(_MSC_FULL_VER) && !defined(__ICL)
-    #define JSON_HEDLEY_MSVC_VERSION JSON_HEDLEY_VERSION_ENCODE(_MSC_FULL_VER / 1000000, (_MSC_FULL_VER % 1000000) / 10000, (_MSC_FULL_VER % 10000) / 10)
-#elif defined(_MSC_VER) && !defined(__ICL)
-    #define JSON_HEDLEY_MSVC_VERSION JSON_HEDLEY_VERSION_ENCODE(_MSC_VER / 100, _MSC_VER % 100, 0)
-#endif
-
-#if defined(JSON_HEDLEY_MSVC_VERSION_CHECK)
-    #undef JSON_HEDLEY_MSVC_VERSION_CHECK
-#endif
-#if !defined(JSON_HEDLEY_MSVC_VERSION)
-    #define JSON_HEDLEY_MSVC_VERSION_CHECK(major,minor,patch) (0)
-#elif defined(_MSC_VER) && (_MSC_VER >= 1400)
-    #define JSON_HEDLEY_MSVC_VERSION_CHECK(major,minor,patch) (_MSC_FULL_VER >= ((major * 10000000) + (minor * 100000) + (patch)))
-#elif defined(_MSC_VER) && (_MSC_VER >= 1200)
-    #define JSON_HEDLEY_MSVC_VERSION_CHECK(major,minor,patch) (_MSC_FULL_VER >= ((major * 1000000) + (minor * 10000) + (patch)))
-#else
-    #define JSON_HEDLEY_MSVC_VERSION_CHECK(major,minor,patch) (_MSC_VER >= ((major * 100) + (minor)))
-#endif
-
-#if defined(JSON_HEDLEY_INTEL_VERSION)
-    #undef JSON_HEDLEY_INTEL_VERSION
-#endif
-#if defined(__INTEL_COMPILER) && defined(__INTEL_COMPILER_UPDATE) && !defined(__ICL)
-    #define JSON_HEDLEY_INTEL_VERSION JSON_HEDLEY_VERSION_ENCODE(__INTEL_COMPILER / 100, __INTEL_COMPILER % 100, __INTEL_COMPILER_UPDATE)
-#elif defined(__INTEL_COMPILER) && !defined(__ICL)
-    #define JSON_HEDLEY_INTEL_VERSION JSON_HEDLEY_VERSION_ENCODE(__INTEL_COMPILER / 100, __INTEL_COMPILER % 100, 0)
-#endif
-
-#if defined(JSON_HEDLEY_INTEL_VERSION_CHECK)
-    #undef JSON_HEDLEY_INTEL_VERSION_CHECK
-#endif
-#if defined(JSON_HEDLEY_INTEL_VERSION)
-    #define JSON_HEDLEY_INTEL_VERSION_CHECK(major,minor,patch) (JSON_HEDLEY_INTEL_VERSION >= JSON_HEDLEY_VERSION_ENCODE(major, minor, patch))
-#else
-    #define JSON_HEDLEY_INTEL_VERSION_CHECK(major,minor,patch) (0)
-#endif
-
-#if defined(JSON_HEDLEY_INTEL_CL_VERSION)
-    #undef JSON_HEDLEY_INTEL_CL_VERSION
-#endif
-#if defined(__INTEL_COMPILER) && defined(__INTEL_COMPILER_UPDATE) && defined(__ICL)
-    #define JSON_HEDLEY_INTEL_CL_VERSION JSON_HEDLEY_VERSION_ENCODE(__INTEL_COMPILER, __INTEL_COMPILER_UPDATE, 0)
-#endif
-
-#if defined(JSON_HEDLEY_INTEL_CL_VERSION_CHECK)
-    #undef JSON_HEDLEY_INTEL_CL_VERSION_CHECK
-#endif
-#if defined(JSON_HEDLEY_INTEL_CL_VERSION)
-    #define JSON_HEDLEY_INTEL_CL_VERSION_CHECK(major,minor,patch) (JSON_HEDLEY_INTEL_CL_VERSION >= JSON_HEDLEY_VERSION_ENCODE(major, minor, patch))
-#else
-    #define JSON_HEDLEY_INTEL_CL_VERSION_CHECK(major,minor,patch) (0)
-#endif
-
-#if defined(JSON_HEDLEY_PGI_VERSION)
-    #undef JSON_HEDLEY_PGI_VERSION
-#endif
-#if defined(__PGI) && defined(__PGIC__) && defined(__PGIC_MINOR__) && defined(__PGIC_PATCHLEVEL__)
-    #define JSON_HEDLEY_PGI_VERSION JSON_HEDLEY_VERSION_ENCODE(__PGIC__, __PGIC_MINOR__, __PGIC_PATCHLEVEL__)
-#endif
-
-#if defined(JSON_HEDLEY_PGI_VERSION_CHECK)
-    #undef JSON_HEDLEY_PGI_VERSION_CHECK
-#endif
-#if defined(JSON_HEDLEY_PGI_VERSION)
-    #define JSON_HEDLEY_PGI_VERSION_CHECK(major,minor,patch) (JSON_HEDLEY_PGI_VERSION >= JSON_HEDLEY_VERSION_ENCODE(major, minor, patch))
-#else
-    #define JSON_HEDLEY_PGI_VERSION_CHECK(major,minor,patch) (0)
-#endif
-
-#if defined(JSON_HEDLEY_SUNPRO_VERSION)
-    #undef JSON_HEDLEY_SUNPRO_VERSION
-#endif
-#if defined(__SUNPRO_C) && (__SUNPRO_C > 0x1000)
-    #define JSON_HEDLEY_SUNPRO_VERSION JSON_HEDLEY_VERSION_ENCODE((((__SUNPRO_C >> 16) & 0xf) * 10) + ((__SUNPRO_C >> 12) & 0xf), (((__SUNPRO_C >> 8) & 0xf) * 10) + ((__SUNPRO_C >> 4) & 0xf), (__SUNPRO_C & 0xf) * 10)
-#elif defined(__SUNPRO_C)
-    #define JSON_HEDLEY_SUNPRO_VERSION JSON_HEDLEY_VERSION_ENCODE((__SUNPRO_C >> 8) & 0xf, (__SUNPRO_C >> 4) & 0xf, (__SUNPRO_C) & 0xf)
-#elif defined(__SUNPRO_CC) && (__SUNPRO_CC > 0x1000)
-    #define JSON_HEDLEY_SUNPRO_VERSION JSON_HEDLEY_VERSION_ENCODE((((__SUNPRO_CC >> 16) & 0xf) * 10) + ((__SUNPRO_CC >> 12) & 0xf), (((__SUNPRO_CC >> 8) & 0xf) * 10) + ((__SUNPRO_CC >> 4) & 0xf), (__SUNPRO_CC & 0xf) * 10)
-#elif defined(__SUNPRO_CC)
-    #define JSON_HEDLEY_SUNPRO_VERSION JSON_HEDLEY_VERSION_ENCODE((__SUNPRO_CC >> 8) & 0xf, (__SUNPRO_CC >> 4) & 0xf, (__SUNPRO_CC) & 0xf)
-#endif
-
-#if defined(JSON_HEDLEY_SUNPRO_VERSION_CHECK)
-    #undef JSON_HEDLEY_SUNPRO_VERSION_CHECK
-#endif
-#if defined(JSON_HEDLEY_SUNPRO_VERSION)
-    #define JSON_HEDLEY_SUNPRO_VERSION_CHECK(major,minor,patch) (JSON_HEDLEY_SUNPRO_VERSION >= JSON_HEDLEY_VERSION_ENCODE(major, minor, patch))
-#else
-    #define JSON_HEDLEY_SUNPRO_VERSION_CHECK(major,minor,patch) (0)
-#endif
-
-#if defined(JSON_HEDLEY_EMSCRIPTEN_VERSION)
-    #undef JSON_HEDLEY_EMSCRIPTEN_VERSION
-#endif
-#if defined(__EMSCRIPTEN__)
-    #define JSON_HEDLEY_EMSCRIPTEN_VERSION JSON_HEDLEY_VERSION_ENCODE(__EMSCRIPTEN_major__, __EMSCRIPTEN_minor__, __EMSCRIPTEN_tiny__)
-#endif
-
-#if defined(JSON_HEDLEY_EMSCRIPTEN_VERSION_CHECK)
-    #undef JSON_HEDLEY_EMSCRIPTEN_VERSION_CHECK
-#endif
-#if defined(JSON_HEDLEY_EMSCRIPTEN_VERSION)
-    #define JSON_HEDLEY_EMSCRIPTEN_VERSION_CHECK(major,minor,patch) (JSON_HEDLEY_EMSCRIPTEN_VERSION >= JSON_HEDLEY_VERSION_ENCODE(major, minor, patch))
-#else
-    #define JSON_HEDLEY_EMSCRIPTEN_VERSION_CHECK(major,minor,patch) (0)
-#endif
-
-#if defined(JSON_HEDLEY_ARM_VERSION)
-    #undef JSON_HEDLEY_ARM_VERSION
-#endif
-#if defined(__CC_ARM) && defined(__ARMCOMPILER_VERSION)
-    #define JSON_HEDLEY_ARM_VERSION JSON_HEDLEY_VERSION_ENCODE(__ARMCOMPILER_VERSION / 1000000, (__ARMCOMPILER_VERSION % 1000000) / 10000, (__ARMCOMPILER_VERSION % 10000) / 100)
-#elif defined(__CC_ARM) && defined(__ARMCC_VERSION)
-    #define JSON_HEDLEY_ARM_VERSION JSON_HEDLEY_VERSION_ENCODE(__ARMCC_VERSION / 1000000, (__ARMCC_VERSION % 1000000) / 10000, (__ARMCC_VERSION % 10000) / 100)
-#endif
-
-#if defined(JSON_HEDLEY_ARM_VERSION_CHECK)
-    #undef JSON_HEDLEY_ARM_VERSION_CHECK
-#endif
-#if defined(JSON_HEDLEY_ARM_VERSION)
-    #define JSON_HEDLEY_ARM_VERSION_CHECK(major,minor,patch) (JSON_HEDLEY_ARM_VERSION >= JSON_HEDLEY_VERSION_ENCODE(major, minor, patch))
-#else
-    #define JSON_HEDLEY_ARM_VERSION_CHECK(major,minor,patch) (0)
-#endif
-
-#if defined(JSON_HEDLEY_IBM_VERSION)
-    #undef JSON_HEDLEY_IBM_VERSION
-#endif
-#if defined(__ibmxl__)
-    #define JSON_HEDLEY_IBM_VERSION JSON_HEDLEY_VERSION_ENCODE(__ibmxl_version__, __ibmxl_release__, __ibmxl_modification__)
-#elif defined(__xlC__) && defined(__xlC_ver__)
-    #define JSON_HEDLEY_IBM_VERSION JSON_HEDLEY_VERSION_ENCODE(__xlC__ >> 8, __xlC__ & 0xff, (__xlC_ver__ >> 8) & 0xff)
-#elif defined(__xlC__)
-    #define JSON_HEDLEY_IBM_VERSION JSON_HEDLEY_VERSION_ENCODE(__xlC__ >> 8, __xlC__ & 0xff, 0)
-#endif
-
-#if defined(JSON_HEDLEY_IBM_VERSION_CHECK)
-    #undef JSON_HEDLEY_IBM_VERSION_CHECK
-#endif
-#if defined(JSON_HEDLEY_IBM_VERSION)
-    #define JSON_HEDLEY_IBM_VERSION_CHECK(major,minor,patch) (JSON_HEDLEY_IBM_VERSION >= JSON_HEDLEY_VERSION_ENCODE(major, minor, patch))
-#else
-    #define JSON_HEDLEY_IBM_VERSION_CHECK(major,minor,patch) (0)
-#endif
-
-#if defined(JSON_HEDLEY_TI_VERSION)
-    #undef JSON_HEDLEY_TI_VERSION
-#endif
-#if \
-    defined(__TI_COMPILER_VERSION__) && \
-    ( \
-      defined(__TMS470__) || defined(__TI_ARM__) || \
-      defined(__MSP430__) || \
-      defined(__TMS320C2000__) \
-    )
-#if (__TI_COMPILER_VERSION__ >= 16000000)
-    #define JSON_HEDLEY_TI_VERSION JSON_HEDLEY_VERSION_ENCODE(__TI_COMPILER_VERSION__ / 1000000, (__TI_COMPILER_VERSION__ % 1000000) / 1000, (__TI_COMPILER_VERSION__ % 1000))
-#endif
-#endif
-
-#if defined(JSON_HEDLEY_TI_VERSION_CHECK)
-    #undef JSON_HEDLEY_TI_VERSION_CHECK
-#endif
-#if defined(JSON_HEDLEY_TI_VERSION)
-    #define JSON_HEDLEY_TI_VERSION_CHECK(major,minor,patch) (JSON_HEDLEY_TI_VERSION >= JSON_HEDLEY_VERSION_ENCODE(major, minor, patch))
-#else
-    #define JSON_HEDLEY_TI_VERSION_CHECK(major,minor,patch) (0)
-#endif
-
-#if defined(JSON_HEDLEY_TI_CL2000_VERSION)
-    #undef JSON_HEDLEY_TI_CL2000_VERSION
-#endif
-#if defined(__TI_COMPILER_VERSION__) && defined(__TMS320C2000__)
-    #define JSON_HEDLEY_TI_CL2000_VERSION JSON_HEDLEY_VERSION_ENCODE(__TI_COMPILER_VERSION__ / 1000000, (__TI_COMPILER_VERSION__ % 1000000) / 1000, (__TI_COMPILER_VERSION__ % 1000))
-#endif
-
-#if defined(JSON_HEDLEY_TI_CL2000_VERSION_CHECK)
-    #undef JSON_HEDLEY_TI_CL2000_VERSION_CHECK
-#endif
-#if defined(JSON_HEDLEY_TI_CL2000_VERSION)
-    #define JSON_HEDLEY_TI_CL2000_VERSION_CHECK(major,minor,patch) (JSON_HEDLEY_TI_CL2000_VERSION >= JSON_HEDLEY_VERSION_ENCODE(major, minor, patch))
-#else
-    #define JSON_HEDLEY_TI_CL2000_VERSION_CHECK(major,minor,patch) (0)
-#endif
-
-#if defined(JSON_HEDLEY_TI_CL430_VERSION)
-    #undef JSON_HEDLEY_TI_CL430_VERSION
-#endif
-#if defined(__TI_COMPILER_VERSION__) && defined(__MSP430__)
-    #define JSON_HEDLEY_TI_CL430_VERSION JSON_HEDLEY_VERSION_ENCODE(__TI_COMPILER_VERSION__ / 1000000, (__TI_COMPILER_VERSION__ % 1000000) / 1000, (__TI_COMPILER_VERSION__ % 1000))
-#endif
-
-#if defined(JSON_HEDLEY_TI_CL430_VERSION_CHECK)
-    #undef JSON_HEDLEY_TI_CL430_VERSION_CHECK
-#endif
-#if defined(JSON_HEDLEY_TI_CL430_VERSION)
-    #define JSON_HEDLEY_TI_CL430_VERSION_CHECK(major,minor,patch) (JSON_HEDLEY_TI_CL430_VERSION >= JSON_HEDLEY_VERSION_ENCODE(major, minor, patch))
-#else
-    #define JSON_HEDLEY_TI_CL430_VERSION_CHECK(major,minor,patch) (0)
-#endif
-
-#if defined(JSON_HEDLEY_TI_ARMCL_VERSION)
-    #undef JSON_HEDLEY_TI_ARMCL_VERSION
-#endif
-#if defined(__TI_COMPILER_VERSION__) && (defined(__TMS470__) || defined(__TI_ARM__))
-    #define JSON_HEDLEY_TI_ARMCL_VERSION JSON_HEDLEY_VERSION_ENCODE(__TI_COMPILER_VERSION__ / 1000000, (__TI_COMPILER_VERSION__ % 1000000) / 1000, (__TI_COMPILER_VERSION__ % 1000))
-#endif
-
-#if defined(JSON_HEDLEY_TI_ARMCL_VERSION_CHECK)
-    #undef JSON_HEDLEY_TI_ARMCL_VERSION_CHECK
-#endif
-#if defined(JSON_HEDLEY_TI_ARMCL_VERSION)
-    #define JSON_HEDLEY_TI_ARMCL_VERSION_CHECK(major,minor,patch) (JSON_HEDLEY_TI_ARMCL_VERSION >= JSON_HEDLEY_VERSION_ENCODE(major, minor, patch))
-#else
-    #define JSON_HEDLEY_TI_ARMCL_VERSION_CHECK(major,minor,patch) (0)
-#endif
-
-#if defined(JSON_HEDLEY_TI_CL6X_VERSION)
-    #undef JSON_HEDLEY_TI_CL6X_VERSION
-#endif
-#if defined(__TI_COMPILER_VERSION__) && defined(__TMS320C6X__)
-    #define JSON_HEDLEY_TI_CL6X_VERSION JSON_HEDLEY_VERSION_ENCODE(__TI_COMPILER_VERSION__ / 1000000, (__TI_COMPILER_VERSION__ % 1000000) / 1000, (__TI_COMPILER_VERSION__ % 1000))
-#endif
-
-#if defined(JSON_HEDLEY_TI_CL6X_VERSION_CHECK)
-    #undef JSON_HEDLEY_TI_CL6X_VERSION_CHECK
-#endif
-#if defined(JSON_HEDLEY_TI_CL6X_VERSION)
-    #define JSON_HEDLEY_TI_CL6X_VERSION_CHECK(major,minor,patch) (JSON_HEDLEY_TI_CL6X_VERSION >= JSON_HEDLEY_VERSION_ENCODE(major, minor, patch))
-#else
-    #define JSON_HEDLEY_TI_CL6X_VERSION_CHECK(major,minor,patch) (0)
-#endif
-
-#if defined(JSON_HEDLEY_TI_CL7X_VERSION)
-    #undef JSON_HEDLEY_TI_CL7X_VERSION
-#endif
-#if defined(__TI_COMPILER_VERSION__) && defined(__C7000__)
-    #define JSON_HEDLEY_TI_CL7X_VERSION JSON_HEDLEY_VERSION_ENCODE(__TI_COMPILER_VERSION__ / 1000000, (__TI_COMPILER_VERSION__ % 1000000) / 1000, (__TI_COMPILER_VERSION__ % 1000))
-#endif
-
-#if defined(JSON_HEDLEY_TI_CL7X_VERSION_CHECK)
-    #undef JSON_HEDLEY_TI_CL7X_VERSION_CHECK
-#endif
-#if defined(JSON_HEDLEY_TI_CL7X_VERSION)
-    #define JSON_HEDLEY_TI_CL7X_VERSION_CHECK(major,minor,patch) (JSON_HEDLEY_TI_CL7X_VERSION >= JSON_HEDLEY_VERSION_ENCODE(major, minor, patch))
-#else
-    #define JSON_HEDLEY_TI_CL7X_VERSION_CHECK(major,minor,patch) (0)
-#endif
-
-#if defined(JSON_HEDLEY_TI_CLPRU_VERSION)
-    #undef JSON_HEDLEY_TI_CLPRU_VERSION
-#endif
-#if defined(__TI_COMPILER_VERSION__) && defined(__PRU__)
-    #define JSON_HEDLEY_TI_CLPRU_VERSION JSON_HEDLEY_VERSION_ENCODE(__TI_COMPILER_VERSION__ / 1000000, (__TI_COMPILER_VERSION__ % 1000000) / 1000, (__TI_COMPILER_VERSION__ % 1000))
-#endif
-
-#if defined(JSON_HEDLEY_TI_CLPRU_VERSION_CHECK)
-    #undef JSON_HEDLEY_TI_CLPRU_VERSION_CHECK
-#endif
-#if defined(JSON_HEDLEY_TI_CLPRU_VERSION)
-    #define JSON_HEDLEY_TI_CLPRU_VERSION_CHECK(major,minor,patch) (JSON_HEDLEY_TI_CLPRU_VERSION >= JSON_HEDLEY_VERSION_ENCODE(major, minor, patch))
-#else
-    #define JSON_HEDLEY_TI_CLPRU_VERSION_CHECK(major,minor,patch) (0)
-#endif
-
-#if defined(JSON_HEDLEY_CRAY_VERSION)
-    #undef JSON_HEDLEY_CRAY_VERSION
-#endif
-#if defined(_CRAYC)
-    #if defined(_RELEASE_PATCHLEVEL)
-        #define JSON_HEDLEY_CRAY_VERSION JSON_HEDLEY_VERSION_ENCODE(_RELEASE_MAJOR, _RELEASE_MINOR, _RELEASE_PATCHLEVEL)
-    #else
-        #define JSON_HEDLEY_CRAY_VERSION JSON_HEDLEY_VERSION_ENCODE(_RELEASE_MAJOR, _RELEASE_MINOR, 0)
-    #endif
-#endif
-
-#if defined(JSON_HEDLEY_CRAY_VERSION_CHECK)
-    #undef JSON_HEDLEY_CRAY_VERSION_CHECK
-#endif
-#if defined(JSON_HEDLEY_CRAY_VERSION)
-    #define JSON_HEDLEY_CRAY_VERSION_CHECK(major,minor,patch) (JSON_HEDLEY_CRAY_VERSION >= JSON_HEDLEY_VERSION_ENCODE(major, minor, patch))
-#else
-    #define JSON_HEDLEY_CRAY_VERSION_CHECK(major,minor,patch) (0)
-#endif
-
-#if defined(JSON_HEDLEY_IAR_VERSION)
-    #undef JSON_HEDLEY_IAR_VERSION
-#endif
-#if defined(__IAR_SYSTEMS_ICC__)
-    #if __VER__ > 1000
-        #define JSON_HEDLEY_IAR_VERSION JSON_HEDLEY_VERSION_ENCODE((__VER__ / 1000000), ((__VER__ / 1000) % 1000), (__VER__ % 1000))
-    #else
-        #define JSON_HEDLEY_IAR_VERSION JSON_HEDLEY_VERSION_ENCODE(__VER__ / 100, __VER__ % 100, 0)
-    #endif
-#endif
-
-#if defined(JSON_HEDLEY_IAR_VERSION_CHECK)
-    #undef JSON_HEDLEY_IAR_VERSION_CHECK
-#endif
-#if defined(JSON_HEDLEY_IAR_VERSION)
-    #define JSON_HEDLEY_IAR_VERSION_CHECK(major,minor,patch) (JSON_HEDLEY_IAR_VERSION >= JSON_HEDLEY_VERSION_ENCODE(major, minor, patch))
-#else
-    #define JSON_HEDLEY_IAR_VERSION_CHECK(major,minor,patch) (0)
-#endif
-
-#if defined(JSON_HEDLEY_TINYC_VERSION)
-    #undef JSON_HEDLEY_TINYC_VERSION
-#endif
-#if defined(__TINYC__)
-    #define JSON_HEDLEY_TINYC_VERSION JSON_HEDLEY_VERSION_ENCODE(__TINYC__ / 1000, (__TINYC__ / 100) % 10, __TINYC__ % 100)
-#endif
-
-#if defined(JSON_HEDLEY_TINYC_VERSION_CHECK)
-    #undef JSON_HEDLEY_TINYC_VERSION_CHECK
-#endif
-#if defined(JSON_HEDLEY_TINYC_VERSION)
-    #define JSON_HEDLEY_TINYC_VERSION_CHECK(major,minor,patch) (JSON_HEDLEY_TINYC_VERSION >= JSON_HEDLEY_VERSION_ENCODE(major, minor, patch))
-#else
-    #define JSON_HEDLEY_TINYC_VERSION_CHECK(major,minor,patch) (0)
-#endif
-
-#if defined(JSON_HEDLEY_DMC_VERSION)
-    #undef JSON_HEDLEY_DMC_VERSION
-#endif
-#if defined(__DMC__)
-    #define JSON_HEDLEY_DMC_VERSION JSON_HEDLEY_VERSION_ENCODE(__DMC__ >> 8, (__DMC__ >> 4) & 0xf, __DMC__ & 0xf)
-#endif
-
-#if defined(JSON_HEDLEY_DMC_VERSION_CHECK)
-    #undef JSON_HEDLEY_DMC_VERSION_CHECK
-#endif
-#if defined(JSON_HEDLEY_DMC_VERSION)
-    #define JSON_HEDLEY_DMC_VERSION_CHECK(major,minor,patch) (JSON_HEDLEY_DMC_VERSION >= JSON_HEDLEY_VERSION_ENCODE(major, minor, patch))
-#else
-    #define JSON_HEDLEY_DMC_VERSION_CHECK(major,minor,patch) (0)
-#endif
-
-#if defined(JSON_HEDLEY_COMPCERT_VERSION)
-    #undef JSON_HEDLEY_COMPCERT_VERSION
-#endif
-#if defined(__COMPCERT_VERSION__)
-    #define JSON_HEDLEY_COMPCERT_VERSION JSON_HEDLEY_VERSION_ENCODE(__COMPCERT_VERSION__ / 10000, (__COMPCERT_VERSION__ / 100) % 100, __COMPCERT_VERSION__ % 100)
-#endif
-
-#if defined(JSON_HEDLEY_COMPCERT_VERSION_CHECK)
-    #undef JSON_HEDLEY_COMPCERT_VERSION_CHECK
-#endif
-#if defined(JSON_HEDLEY_COMPCERT_VERSION)
-    #define JSON_HEDLEY_COMPCERT_VERSION_CHECK(major,minor,patch) (JSON_HEDLEY_COMPCERT_VERSION >= JSON_HEDLEY_VERSION_ENCODE(major, minor, patch))
-#else
-    #define JSON_HEDLEY_COMPCERT_VERSION_CHECK(major,minor,patch) (0)
-#endif
-
-#if defined(JSON_HEDLEY_PELLES_VERSION)
-    #undef JSON_HEDLEY_PELLES_VERSION
-#endif
-#if defined(__POCC__)
-    #define JSON_HEDLEY_PELLES_VERSION JSON_HEDLEY_VERSION_ENCODE(__POCC__ / 100, __POCC__ % 100, 0)
-#endif
-
-#if defined(JSON_HEDLEY_PELLES_VERSION_CHECK)
-    #undef JSON_HEDLEY_PELLES_VERSION_CHECK
-#endif
-#if defined(JSON_HEDLEY_PELLES_VERSION)
-    #define JSON_HEDLEY_PELLES_VERSION_CHECK(major,minor,patch) (JSON_HEDLEY_PELLES_VERSION >= JSON_HEDLEY_VERSION_ENCODE(major, minor, patch))
-#else
-    #define JSON_HEDLEY_PELLES_VERSION_CHECK(major,minor,patch) (0)
-#endif
-
-#if defined(JSON_HEDLEY_MCST_LCC_VERSION)
-    #undef JSON_HEDLEY_MCST_LCC_VERSION
-#endif
-#if defined(__LCC__) && defined(__LCC_MINOR__)
-    #define JSON_HEDLEY_MCST_LCC_VERSION JSON_HEDLEY_VERSION_ENCODE(__LCC__ / 100, __LCC__ % 100, __LCC_MINOR__)
-#endif
-
-#if defined(JSON_HEDLEY_MCST_LCC_VERSION_CHECK)
-    #undef JSON_HEDLEY_MCST_LCC_VERSION_CHECK
-#endif
-#if defined(JSON_HEDLEY_MCST_LCC_VERSION)
-    #define JSON_HEDLEY_MCST_LCC_VERSION_CHECK(major,minor,patch) (JSON_HEDLEY_MCST_LCC_VERSION >= JSON_HEDLEY_VERSION_ENCODE(major, minor, patch))
-#else
-    #define JSON_HEDLEY_MCST_LCC_VERSION_CHECK(major,minor,patch) (0)
-#endif
-
-#if defined(JSON_HEDLEY_GCC_VERSION)
-    #undef JSON_HEDLEY_GCC_VERSION
-#endif
-#if \
-    defined(JSON_HEDLEY_GNUC_VERSION) && \
-    !defined(__clang__) && \
-    !defined(JSON_HEDLEY_INTEL_VERSION) && \
-    !defined(JSON_HEDLEY_PGI_VERSION) && \
-    !defined(JSON_HEDLEY_ARM_VERSION) && \
-    !defined(JSON_HEDLEY_CRAY_VERSION) && \
-    !defined(JSON_HEDLEY_TI_VERSION) && \
-    !defined(JSON_HEDLEY_TI_ARMCL_VERSION) && \
-    !defined(JSON_HEDLEY_TI_CL430_VERSION) && \
-    !defined(JSON_HEDLEY_TI_CL2000_VERSION) && \
-    !defined(JSON_HEDLEY_TI_CL6X_VERSION) && \
-    !defined(JSON_HEDLEY_TI_CL7X_VERSION) && \
-    !defined(JSON_HEDLEY_TI_CLPRU_VERSION) && \
-    !defined(__COMPCERT__) && \
-    !defined(JSON_HEDLEY_MCST_LCC_VERSION)
-    #define JSON_HEDLEY_GCC_VERSION JSON_HEDLEY_GNUC_VERSION
-#endif
-
-#if defined(JSON_HEDLEY_GCC_VERSION_CHECK)
-    #undef JSON_HEDLEY_GCC_VERSION_CHECK
-#endif
-#if defined(JSON_HEDLEY_GCC_VERSION)
-    #define JSON_HEDLEY_GCC_VERSION_CHECK(major,minor,patch) (JSON_HEDLEY_GCC_VERSION >= JSON_HEDLEY_VERSION_ENCODE(major, minor, patch))
-#else
-    #define JSON_HEDLEY_GCC_VERSION_CHECK(major,minor,patch) (0)
-#endif
-
-#if defined(JSON_HEDLEY_HAS_ATTRIBUTE)
-    #undef JSON_HEDLEY_HAS_ATTRIBUTE
-#endif
-#if \
-  defined(__has_attribute) && \
-  ( \
-    (!defined(JSON_HEDLEY_IAR_VERSION) || JSON_HEDLEY_IAR_VERSION_CHECK(8,5,9)) \
-  )
-#  define JSON_HEDLEY_HAS_ATTRIBUTE(attribute) __has_attribute(attribute)
-#else
-#  define JSON_HEDLEY_HAS_ATTRIBUTE(attribute) (0)
-#endif
-
-#if defined(JSON_HEDLEY_GNUC_HAS_ATTRIBUTE)
-    #undef JSON_HEDLEY_GNUC_HAS_ATTRIBUTE
-#endif
-#if defined(__has_attribute)
-    #define JSON_HEDLEY_GNUC_HAS_ATTRIBUTE(attribute,major,minor,patch) JSON_HEDLEY_HAS_ATTRIBUTE(attribute)
-#else
-    #define JSON_HEDLEY_GNUC_HAS_ATTRIBUTE(attribute,major,minor,patch) JSON_HEDLEY_GNUC_VERSION_CHECK(major,minor,patch)
-#endif
-
-#if defined(JSON_HEDLEY_GCC_HAS_ATTRIBUTE)
-    #undef JSON_HEDLEY_GCC_HAS_ATTRIBUTE
-#endif
-#if defined(__has_attribute)
-    #define JSON_HEDLEY_GCC_HAS_ATTRIBUTE(attribute,major,minor,patch) JSON_HEDLEY_HAS_ATTRIBUTE(attribute)
-#else
-    #define JSON_HEDLEY_GCC_HAS_ATTRIBUTE(attribute,major,minor,patch) JSON_HEDLEY_GCC_VERSION_CHECK(major,minor,patch)
-#endif
-
-#if defined(JSON_HEDLEY_HAS_CPP_ATTRIBUTE)
-    #undef JSON_HEDLEY_HAS_CPP_ATTRIBUTE
-#endif
-#if \
-    defined(__has_cpp_attribute) && \
-    defined(__cplusplus) && \
-    (!defined(JSON_HEDLEY_SUNPRO_VERSION) || JSON_HEDLEY_SUNPRO_VERSION_CHECK(5,15,0))
-    #define JSON_HEDLEY_HAS_CPP_ATTRIBUTE(attribute) __has_cpp_attribute(attribute)
-#else
-    #define JSON_HEDLEY_HAS_CPP_ATTRIBUTE(attribute) (0)
-#endif
-
-#if defined(JSON_HEDLEY_HAS_CPP_ATTRIBUTE_NS)
-    #undef JSON_HEDLEY_HAS_CPP_ATTRIBUTE_NS
-#endif
-#if !defined(__cplusplus) || !defined(__has_cpp_attribute)
-    #define JSON_HEDLEY_HAS_CPP_ATTRIBUTE_NS(ns,attribute) (0)
-#elif \
-    !defined(JSON_HEDLEY_PGI_VERSION) && \
-    !defined(JSON_HEDLEY_IAR_VERSION) && \
-    (!defined(JSON_HEDLEY_SUNPRO_VERSION) || JSON_HEDLEY_SUNPRO_VERSION_CHECK(5,15,0)) && \
-    (!defined(JSON_HEDLEY_MSVC_VERSION) || JSON_HEDLEY_MSVC_VERSION_CHECK(19,20,0))
-    #define JSON_HEDLEY_HAS_CPP_ATTRIBUTE_NS(ns,attribute) JSON_HEDLEY_HAS_CPP_ATTRIBUTE(ns::attribute)
-#else
-    #define JSON_HEDLEY_HAS_CPP_ATTRIBUTE_NS(ns,attribute) (0)
-#endif
-
-#if defined(JSON_HEDLEY_GNUC_HAS_CPP_ATTRIBUTE)
-    #undef JSON_HEDLEY_GNUC_HAS_CPP_ATTRIBUTE
-#endif
-#if defined(__has_cpp_attribute) && defined(__cplusplus)
-    #define JSON_HEDLEY_GNUC_HAS_CPP_ATTRIBUTE(attribute,major,minor,patch) __has_cpp_attribute(attribute)
-#else
-    #define JSON_HEDLEY_GNUC_HAS_CPP_ATTRIBUTE(attribute,major,minor,patch) JSON_HEDLEY_GNUC_VERSION_CHECK(major,minor,patch)
-#endif
-
-#if defined(JSON_HEDLEY_GCC_HAS_CPP_ATTRIBUTE)
-    #undef JSON_HEDLEY_GCC_HAS_CPP_ATTRIBUTE
-#endif
-#if defined(__has_cpp_attribute) && defined(__cplusplus)
-    #define JSON_HEDLEY_GCC_HAS_CPP_ATTRIBUTE(attribute,major,minor,patch) __has_cpp_attribute(attribute)
-#else
-    #define JSON_HEDLEY_GCC_HAS_CPP_ATTRIBUTE(attribute,major,minor,patch) JSON_HEDLEY_GCC_VERSION_CHECK(major,minor,patch)
-#endif
-
-#if defined(JSON_HEDLEY_HAS_BUILTIN)
-    #undef JSON_HEDLEY_HAS_BUILTIN
-#endif
-#if defined(__has_builtin)
-    #define JSON_HEDLEY_HAS_BUILTIN(builtin) __has_builtin(builtin)
-#else
-    #define JSON_HEDLEY_HAS_BUILTIN(builtin) (0)
-#endif
-
-#if defined(JSON_HEDLEY_GNUC_HAS_BUILTIN)
-    #undef JSON_HEDLEY_GNUC_HAS_BUILTIN
-#endif
-#if defined(__has_builtin)
-    #define JSON_HEDLEY_GNUC_HAS_BUILTIN(builtin,major,minor,patch) __has_builtin(builtin)
-#else
-    #define JSON_HEDLEY_GNUC_HAS_BUILTIN(builtin,major,minor,patch) JSON_HEDLEY_GNUC_VERSION_CHECK(major,minor,patch)
-#endif
-
-#if defined(JSON_HEDLEY_GCC_HAS_BUILTIN)
-    #undef JSON_HEDLEY_GCC_HAS_BUILTIN
-#endif
-#if defined(__has_builtin)
-    #define JSON_HEDLEY_GCC_HAS_BUILTIN(builtin,major,minor,patch) __has_builtin(builtin)
-#else
-    #define JSON_HEDLEY_GCC_HAS_BUILTIN(builtin,major,minor,patch) JSON_HEDLEY_GCC_VERSION_CHECK(major,minor,patch)
-#endif
-
-#if defined(JSON_HEDLEY_HAS_FEATURE)
-    #undef JSON_HEDLEY_HAS_FEATURE
-#endif
-#if defined(__has_feature)
-    #define JSON_HEDLEY_HAS_FEATURE(feature) __has_feature(feature)
-#else
-    #define JSON_HEDLEY_HAS_FEATURE(feature) (0)
-#endif
-
-#if defined(JSON_HEDLEY_GNUC_HAS_FEATURE)
-    #undef JSON_HEDLEY_GNUC_HAS_FEATURE
-#endif
-#if defined(__has_feature)
-    #define JSON_HEDLEY_GNUC_HAS_FEATURE(feature,major,minor,patch) __has_feature(feature)
-#else
-    #define JSON_HEDLEY_GNUC_HAS_FEATURE(feature,major,minor,patch) JSON_HEDLEY_GNUC_VERSION_CHECK(major,minor,patch)
-#endif
-
-#if defined(JSON_HEDLEY_GCC_HAS_FEATURE)
-    #undef JSON_HEDLEY_GCC_HAS_FEATURE
-#endif
-#if defined(__has_feature)
-    #define JSON_HEDLEY_GCC_HAS_FEATURE(feature,major,minor,patch) __has_feature(feature)
-#else
-    #define JSON_HEDLEY_GCC_HAS_FEATURE(feature,major,minor,patch) JSON_HEDLEY_GCC_VERSION_CHECK(major,minor,patch)
-#endif
-
-#if defined(JSON_HEDLEY_HAS_EXTENSION)
-    #undef JSON_HEDLEY_HAS_EXTENSION
-#endif
-#if defined(__has_extension)
-    #define JSON_HEDLEY_HAS_EXTENSION(extension) __has_extension(extension)
-#else
-    #define JSON_HEDLEY_HAS_EXTENSION(extension) (0)
-#endif
-
-#if defined(JSON_HEDLEY_GNUC_HAS_EXTENSION)
-    #undef JSON_HEDLEY_GNUC_HAS_EXTENSION
-#endif
-#if defined(__has_extension)
-    #define JSON_HEDLEY_GNUC_HAS_EXTENSION(extension,major,minor,patch) __has_extension(extension)
-#else
-    #define JSON_HEDLEY_GNUC_HAS_EXTENSION(extension,major,minor,patch) JSON_HEDLEY_GNUC_VERSION_CHECK(major,minor,patch)
-#endif
-
-#if defined(JSON_HEDLEY_GCC_HAS_EXTENSION)
-    #undef JSON_HEDLEY_GCC_HAS_EXTENSION
-#endif
-#if defined(__has_extension)
-    #define JSON_HEDLEY_GCC_HAS_EXTENSION(extension,major,minor,patch) __has_extension(extension)
-#else
-    #define JSON_HEDLEY_GCC_HAS_EXTENSION(extension,major,minor,patch) JSON_HEDLEY_GCC_VERSION_CHECK(major,minor,patch)
-#endif
-
-#if defined(JSON_HEDLEY_HAS_DECLSPEC_ATTRIBUTE)
-    #undef JSON_HEDLEY_HAS_DECLSPEC_ATTRIBUTE
-#endif
-#if defined(__has_declspec_attribute)
-    #define JSON_HEDLEY_HAS_DECLSPEC_ATTRIBUTE(attribute) __has_declspec_attribute(attribute)
-#else
-    #define JSON_HEDLEY_HAS_DECLSPEC_ATTRIBUTE(attribute) (0)
-#endif
-
-#if defined(JSON_HEDLEY_GNUC_HAS_DECLSPEC_ATTRIBUTE)
-    #undef JSON_HEDLEY_GNUC_HAS_DECLSPEC_ATTRIBUTE
-#endif
-#if defined(__has_declspec_attribute)
-    #define JSON_HEDLEY_GNUC_HAS_DECLSPEC_ATTRIBUTE(attribute,major,minor,patch) __has_declspec_attribute(attribute)
-#else
-    #define JSON_HEDLEY_GNUC_HAS_DECLSPEC_ATTRIBUTE(attribute,major,minor,patch) JSON_HEDLEY_GNUC_VERSION_CHECK(major,minor,patch)
-#endif
-
-#if defined(JSON_HEDLEY_GCC_HAS_DECLSPEC_ATTRIBUTE)
-    #undef JSON_HEDLEY_GCC_HAS_DECLSPEC_ATTRIBUTE
-#endif
-#if defined(__has_declspec_attribute)
-    #define JSON_HEDLEY_GCC_HAS_DECLSPEC_ATTRIBUTE(attribute,major,minor,patch) __has_declspec_attribute(attribute)
-#else
-    #define JSON_HEDLEY_GCC_HAS_DECLSPEC_ATTRIBUTE(attribute,major,minor,patch) JSON_HEDLEY_GCC_VERSION_CHECK(major,minor,patch)
-#endif
-
-#if defined(JSON_HEDLEY_HAS_WARNING)
-    #undef JSON_HEDLEY_HAS_WARNING
-#endif
-#if defined(__has_warning)
-    #define JSON_HEDLEY_HAS_WARNING(warning) __has_warning(warning)
-#else
-    #define JSON_HEDLEY_HAS_WARNING(warning) (0)
-#endif
-
-#if defined(JSON_HEDLEY_GNUC_HAS_WARNING)
-    #undef JSON_HEDLEY_GNUC_HAS_WARNING
-#endif
-#if defined(__has_warning)
-    #define JSON_HEDLEY_GNUC_HAS_WARNING(warning,major,minor,patch) __has_warning(warning)
-#else
-    #define JSON_HEDLEY_GNUC_HAS_WARNING(warning,major,minor,patch) JSON_HEDLEY_GNUC_VERSION_CHECK(major,minor,patch)
-#endif
-
-#if defined(JSON_HEDLEY_GCC_HAS_WARNING)
-    #undef JSON_HEDLEY_GCC_HAS_WARNING
-#endif
-#if defined(__has_warning)
-    #define JSON_HEDLEY_GCC_HAS_WARNING(warning,major,minor,patch) __has_warning(warning)
-#else
-    #define JSON_HEDLEY_GCC_HAS_WARNING(warning,major,minor,patch) JSON_HEDLEY_GCC_VERSION_CHECK(major,minor,patch)
-#endif
-
-#if \
-    (defined(__STDC_VERSION__) && (__STDC_VERSION__ >= 199901L)) || \
-    defined(__clang__) || \
-    JSON_HEDLEY_GCC_VERSION_CHECK(3,0,0) || \
-    JSON_HEDLEY_INTEL_VERSION_CHECK(13,0,0) || \
-    JSON_HEDLEY_IAR_VERSION_CHECK(8,0,0) || \
-    JSON_HEDLEY_PGI_VERSION_CHECK(18,4,0) || \
-    JSON_HEDLEY_ARM_VERSION_CHECK(4,1,0) || \
-    JSON_HEDLEY_TI_VERSION_CHECK(15,12,0) || \
-    JSON_HEDLEY_TI_ARMCL_VERSION_CHECK(4,7,0) || \
-    JSON_HEDLEY_TI_CL430_VERSION_CHECK(2,0,1) || \
-    JSON_HEDLEY_TI_CL2000_VERSION_CHECK(6,1,0) || \
-    JSON_HEDLEY_TI_CL6X_VERSION_CHECK(7,0,0) || \
-    JSON_HEDLEY_TI_CL7X_VERSION_CHECK(1,2,0) || \
-    JSON_HEDLEY_TI_CLPRU_VERSION_CHECK(2,1,0) || \
-    JSON_HEDLEY_CRAY_VERSION_CHECK(5,0,0) || \
-    JSON_HEDLEY_TINYC_VERSION_CHECK(0,9,17) || \
-    JSON_HEDLEY_SUNPRO_VERSION_CHECK(8,0,0) || \
-    (JSON_HEDLEY_IBM_VERSION_CHECK(10,1,0) && defined(__C99_PRAGMA_OPERATOR))
-    #define JSON_HEDLEY_PRAGMA(value) _Pragma(#value)
-#elif JSON_HEDLEY_MSVC_VERSION_CHECK(15,0,0)
-    #define JSON_HEDLEY_PRAGMA(value) __pragma(value)
-#else
-    #define JSON_HEDLEY_PRAGMA(value)
-#endif
-
-#if defined(JSON_HEDLEY_DIAGNOSTIC_PUSH)
-    #undef JSON_HEDLEY_DIAGNOSTIC_PUSH
-#endif
-#if defined(JSON_HEDLEY_DIAGNOSTIC_POP)
-    #undef JSON_HEDLEY_DIAGNOSTIC_POP
-#endif
-#if defined(__clang__)
-    #define JSON_HEDLEY_DIAGNOSTIC_PUSH _Pragma("clang diagnostic push")
-    #define JSON_HEDLEY_DIAGNOSTIC_POP _Pragma("clang diagnostic pop")
-#elif JSON_HEDLEY_INTEL_VERSION_CHECK(13,0,0)
-    #define JSON_HEDLEY_DIAGNOSTIC_PUSH _Pragma("warning(push)")
-    #define JSON_HEDLEY_DIAGNOSTIC_POP _Pragma("warning(pop)")
-#elif JSON_HEDLEY_GCC_VERSION_CHECK(4,6,0)
-    #define JSON_HEDLEY_DIAGNOSTIC_PUSH _Pragma("GCC diagnostic push")
-    #define JSON_HEDLEY_DIAGNOSTIC_POP _Pragma("GCC diagnostic pop")
-#elif \
-    JSON_HEDLEY_MSVC_VERSION_CHECK(15,0,0) || \
-    JSON_HEDLEY_INTEL_CL_VERSION_CHECK(2021,1,0)
-    #define JSON_HEDLEY_DIAGNOSTIC_PUSH __pragma(warning(push))
-    #define JSON_HEDLEY_DIAGNOSTIC_POP __pragma(warning(pop))
-#elif JSON_HEDLEY_ARM_VERSION_CHECK(5,6,0)
-    #define JSON_HEDLEY_DIAGNOSTIC_PUSH _Pragma("push")
-    #define JSON_HEDLEY_DIAGNOSTIC_POP _Pragma("pop")
-#elif \
-    JSON_HEDLEY_TI_VERSION_CHECK(15,12,0) || \
-    JSON_HEDLEY_TI_ARMCL_VERSION_CHECK(5,2,0) || \
-    JSON_HEDLEY_TI_CL430_VERSION_CHECK(4,4,0) || \
-    JSON_HEDLEY_TI_CL6X_VERSION_CHECK(8,1,0) || \
-    JSON_HEDLEY_TI_CL7X_VERSION_CHECK(1,2,0) || \
-    JSON_HEDLEY_TI_CLPRU_VERSION_CHECK(2,1,0)
-    #define JSON_HEDLEY_DIAGNOSTIC_PUSH _Pragma("diag_push")
-    #define JSON_HEDLEY_DIAGNOSTIC_POP _Pragma("diag_pop")
-#elif JSON_HEDLEY_PELLES_VERSION_CHECK(2,90,0)
-    #define JSON_HEDLEY_DIAGNOSTIC_PUSH _Pragma("warning(push)")
-    #define JSON_HEDLEY_DIAGNOSTIC_POP _Pragma("warning(pop)")
-#else
-    #define JSON_HEDLEY_DIAGNOSTIC_PUSH
-    #define JSON_HEDLEY_DIAGNOSTIC_POP
-#endif
-
-/* JSON_HEDLEY_DIAGNOSTIC_DISABLE_CPP98_COMPAT_WRAP_ is for
-   HEDLEY INTERNAL USE ONLY.  API subject to change without notice. */
-#if defined(JSON_HEDLEY_DIAGNOSTIC_DISABLE_CPP98_COMPAT_WRAP_)
-    #undef JSON_HEDLEY_DIAGNOSTIC_DISABLE_CPP98_COMPAT_WRAP_
-#endif
-#if defined(__cplusplus)
-#  if JSON_HEDLEY_HAS_WARNING("-Wc++98-compat")
-#    if JSON_HEDLEY_HAS_WARNING("-Wc++17-extensions")
-#      if JSON_HEDLEY_HAS_WARNING("-Wc++1z-extensions")
-#        define JSON_HEDLEY_DIAGNOSTIC_DISABLE_CPP98_COMPAT_WRAP_(xpr) \
-    JSON_HEDLEY_DIAGNOSTIC_PUSH \
-    _Pragma("clang diagnostic ignored \"-Wc++98-compat\"") \
-    _Pragma("clang diagnostic ignored \"-Wc++17-extensions\"") \
-    _Pragma("clang diagnostic ignored \"-Wc++1z-extensions\"") \
-    xpr \
-    JSON_HEDLEY_DIAGNOSTIC_POP
-#      else
-#        define JSON_HEDLEY_DIAGNOSTIC_DISABLE_CPP98_COMPAT_WRAP_(xpr) \
-    JSON_HEDLEY_DIAGNOSTIC_PUSH \
-    _Pragma("clang diagnostic ignored \"-Wc++98-compat\"") \
-    _Pragma("clang diagnostic ignored \"-Wc++17-extensions\"") \
-    xpr \
-    JSON_HEDLEY_DIAGNOSTIC_POP
-#      endif
-#    else
-#      define JSON_HEDLEY_DIAGNOSTIC_DISABLE_CPP98_COMPAT_WRAP_(xpr) \
-    JSON_HEDLEY_DIAGNOSTIC_PUSH \
-    _Pragma("clang diagnostic ignored \"-Wc++98-compat\"") \
-    xpr \
-    JSON_HEDLEY_DIAGNOSTIC_POP
-#    endif
-#  endif
-#endif
-#if !defined(JSON_HEDLEY_DIAGNOSTIC_DISABLE_CPP98_COMPAT_WRAP_)
-    #define JSON_HEDLEY_DIAGNOSTIC_DISABLE_CPP98_COMPAT_WRAP_(x) x
-#endif
-
-#if defined(JSON_HEDLEY_CONST_CAST)
-    #undef JSON_HEDLEY_CONST_CAST
-#endif
-#if defined(__cplusplus)
-#  define JSON_HEDLEY_CONST_CAST(T, expr) (const_cast<T>(expr))
-#elif \
-  JSON_HEDLEY_HAS_WARNING("-Wcast-qual") || \
-  JSON_HEDLEY_GCC_VERSION_CHECK(4,6,0) || \
-  JSON_HEDLEY_INTEL_VERSION_CHECK(13,0,0)
-#  define JSON_HEDLEY_CONST_CAST(T, expr) (__extension__ ({ \
-        JSON_HEDLEY_DIAGNOSTIC_PUSH \
-        JSON_HEDLEY_DIAGNOSTIC_DISABLE_CAST_QUAL \
-        ((T) (expr)); \
-        JSON_HEDLEY_DIAGNOSTIC_POP \
-    }))
-#else
-#  define JSON_HEDLEY_CONST_CAST(T, expr) ((T) (expr))
-#endif
-
-#if defined(JSON_HEDLEY_REINTERPRET_CAST)
-    #undef JSON_HEDLEY_REINTERPRET_CAST
-#endif
-#if defined(__cplusplus)
-    #define JSON_HEDLEY_REINTERPRET_CAST(T, expr) (reinterpret_cast<T>(expr))
-#else
-    #define JSON_HEDLEY_REINTERPRET_CAST(T, expr) ((T) (expr))
-#endif
-
-#if defined(JSON_HEDLEY_STATIC_CAST)
-    #undef JSON_HEDLEY_STATIC_CAST
-#endif
-#if defined(__cplusplus)
-    #define JSON_HEDLEY_STATIC_CAST(T, expr) (static_cast<T>(expr))
-#else
-    #define JSON_HEDLEY_STATIC_CAST(T, expr) ((T) (expr))
-#endif
-
-#if defined(JSON_HEDLEY_CPP_CAST)
-    #undef JSON_HEDLEY_CPP_CAST
-#endif
-#if defined(__cplusplus)
-#  if JSON_HEDLEY_HAS_WARNING("-Wold-style-cast")
-#    define JSON_HEDLEY_CPP_CAST(T, expr) \
-    JSON_HEDLEY_DIAGNOSTIC_PUSH \
-    _Pragma("clang diagnostic ignored \"-Wold-style-cast\"") \
-    ((T) (expr)) \
-    JSON_HEDLEY_DIAGNOSTIC_POP
-#  elif JSON_HEDLEY_IAR_VERSION_CHECK(8,3,0)
-#    define JSON_HEDLEY_CPP_CAST(T, expr) \
-    JSON_HEDLEY_DIAGNOSTIC_PUSH \
-    _Pragma("diag_suppress=Pe137") \
-    JSON_HEDLEY_DIAGNOSTIC_POP
-#  else
-#    define JSON_HEDLEY_CPP_CAST(T, expr) ((T) (expr))
-#  endif
-#else
-#  define JSON_HEDLEY_CPP_CAST(T, expr) (expr)
-#endif
-
-#if defined(JSON_HEDLEY_DIAGNOSTIC_DISABLE_DEPRECATED)
-    #undef JSON_HEDLEY_DIAGNOSTIC_DISABLE_DEPRECATED
-#endif
-#if JSON_HEDLEY_HAS_WARNING("-Wdeprecated-declarations")
-    #define JSON_HEDLEY_DIAGNOSTIC_DISABLE_DEPRECATED _Pragma("clang diagnostic ignored \"-Wdeprecated-declarations\"")
-#elif JSON_HEDLEY_INTEL_VERSION_CHECK(13,0,0)
-    #define JSON_HEDLEY_DIAGNOSTIC_DISABLE_DEPRECATED _Pragma("warning(disable:1478 1786)")
-#elif JSON_HEDLEY_INTEL_CL_VERSION_CHECK(2021,1,0)
-    #define JSON_HEDLEY_DIAGNOSTIC_DISABLE_DEPRECATED __pragma(warning(disable:1478 1786))
-#elif JSON_HEDLEY_PGI_VERSION_CHECK(20,7,0)
-    #define JSON_HEDLEY_DIAGNOSTIC_DISABLE_DEPRECATED _Pragma("diag_suppress 1215,1216,1444,1445")
-#elif JSON_HEDLEY_PGI_VERSION_CHECK(17,10,0)
-    #define JSON_HEDLEY_DIAGNOSTIC_DISABLE_DEPRECATED _Pragma("diag_suppress 1215,1444")
-#elif JSON_HEDLEY_GCC_VERSION_CHECK(4,3,0)
-    #define JSON_HEDLEY_DIAGNOSTIC_DISABLE_DEPRECATED _Pragma("GCC diagnostic ignored \"-Wdeprecated-declarations\"")
-#elif JSON_HEDLEY_MSVC_VERSION_CHECK(15,0,0)
-    #define JSON_HEDLEY_DIAGNOSTIC_DISABLE_DEPRECATED __pragma(warning(disable:4996))
-#elif JSON_HEDLEY_MCST_LCC_VERSION_CHECK(1,25,10)
-    #define JSON_HEDLEY_DIAGNOSTIC_DISABLE_DEPRECATED _Pragma("diag_suppress 1215,1444")
-#elif \
-    JSON_HEDLEY_TI_VERSION_CHECK(15,12,0) || \
-    (JSON_HEDLEY_TI_ARMCL_VERSION_CHECK(4,8,0) && defined(__TI_GNU_ATTRIBUTE_SUPPORT__)) || \
-    JSON_HEDLEY_TI_ARMCL_VERSION_CHECK(5,2,0) || \
-    (JSON_HEDLEY_TI_CL2000_VERSION_CHECK(6,0,0) && defined(__TI_GNU_ATTRIBUTE_SUPPORT__)) || \
-    JSON_HEDLEY_TI_CL2000_VERSION_CHECK(6,4,0) || \
-    (JSON_HEDLEY_TI_CL430_VERSION_CHECK(4,0,0) && defined(__TI_GNU_ATTRIBUTE_SUPPORT__)) || \
-    JSON_HEDLEY_TI_CL430_VERSION_CHECK(4,3,0) || \
-    (JSON_HEDLEY_TI_CL6X_VERSION_CHECK(7,2,0) && defined(__TI_GNU_ATTRIBUTE_SUPPORT__)) || \
-    JSON_HEDLEY_TI_CL6X_VERSION_CHECK(7,5,0) || \
-    JSON_HEDLEY_TI_CL7X_VERSION_CHECK(1,2,0) || \
-    JSON_HEDLEY_TI_CLPRU_VERSION_CHECK(2,1,0)
-    #define JSON_HEDLEY_DIAGNOSTIC_DISABLE_DEPRECATED _Pragma("diag_suppress 1291,1718")
-#elif JSON_HEDLEY_SUNPRO_VERSION_CHECK(5,13,0) && !defined(__cplusplus)
-    #define JSON_HEDLEY_DIAGNOSTIC_DISABLE_DEPRECATED _Pragma("error_messages(off,E_DEPRECATED_ATT,E_DEPRECATED_ATT_MESS)")
-#elif JSON_HEDLEY_SUNPRO_VERSION_CHECK(5,13,0) && defined(__cplusplus)
-    #define JSON_HEDLEY_DIAGNOSTIC_DISABLE_DEPRECATED _Pragma("error_messages(off,symdeprecated,symdeprecated2)")
-#elif JSON_HEDLEY_IAR_VERSION_CHECK(8,0,0)
-    #define JSON_HEDLEY_DIAGNOSTIC_DISABLE_DEPRECATED _Pragma("diag_suppress=Pe1444,Pe1215")
-#elif JSON_HEDLEY_PELLES_VERSION_CHECK(2,90,0)
-    #define JSON_HEDLEY_DIAGNOSTIC_DISABLE_DEPRECATED _Pragma("warn(disable:2241)")
-#else
-    #define JSON_HEDLEY_DIAGNOSTIC_DISABLE_DEPRECATED
-#endif
-
-#if defined(JSON_HEDLEY_DIAGNOSTIC_DISABLE_UNKNOWN_PRAGMAS)
-    #undef JSON_HEDLEY_DIAGNOSTIC_DISABLE_UNKNOWN_PRAGMAS
-#endif
-#if JSON_HEDLEY_HAS_WARNING("-Wunknown-pragmas")
-    #define JSON_HEDLEY_DIAGNOSTIC_DISABLE_UNKNOWN_PRAGMAS _Pragma("clang diagnostic ignored \"-Wunknown-pragmas\"")
-#elif JSON_HEDLEY_INTEL_VERSION_CHECK(13,0,0)
-    #define JSON_HEDLEY_DIAGNOSTIC_DISABLE_UNKNOWN_PRAGMAS _Pragma("warning(disable:161)")
-#elif JSON_HEDLEY_INTEL_CL_VERSION_CHECK(2021,1,0)
-    #define JSON_HEDLEY_DIAGNOSTIC_DISABLE_UNKNOWN_PRAGMAS __pragma(warning(disable:161))
-#elif JSON_HEDLEY_PGI_VERSION_CHECK(17,10,0)
-    #define JSON_HEDLEY_DIAGNOSTIC_DISABLE_UNKNOWN_PRAGMAS _Pragma("diag_suppress 1675")
-#elif JSON_HEDLEY_GCC_VERSION_CHECK(4,3,0)
-    #define JSON_HEDLEY_DIAGNOSTIC_DISABLE_UNKNOWN_PRAGMAS _Pragma("GCC diagnostic ignored \"-Wunknown-pragmas\"")
-#elif JSON_HEDLEY_MSVC_VERSION_CHECK(15,0,0)
-    #define JSON_HEDLEY_DIAGNOSTIC_DISABLE_UNKNOWN_PRAGMAS __pragma(warning(disable:4068))
-#elif \
-    JSON_HEDLEY_TI_VERSION_CHECK(16,9,0) || \
-    JSON_HEDLEY_TI_CL6X_VERSION_CHECK(8,0,0) || \
-    JSON_HEDLEY_TI_CL7X_VERSION_CHECK(1,2,0) || \
-    JSON_HEDLEY_TI_CLPRU_VERSION_CHECK(2,3,0)
-    #define JSON_HEDLEY_DIAGNOSTIC_DISABLE_UNKNOWN_PRAGMAS _Pragma("diag_suppress 163")
-#elif JSON_HEDLEY_TI_CL6X_VERSION_CHECK(8,0,0)
-    #define JSON_HEDLEY_DIAGNOSTIC_DISABLE_UNKNOWN_PRAGMAS _Pragma("diag_suppress 163")
-#elif JSON_HEDLEY_IAR_VERSION_CHECK(8,0,0)
-    #define JSON_HEDLEY_DIAGNOSTIC_DISABLE_UNKNOWN_PRAGMAS _Pragma("diag_suppress=Pe161")
-#elif JSON_HEDLEY_MCST_LCC_VERSION_CHECK(1,25,10)
-    #define JSON_HEDLEY_DIAGNOSTIC_DISABLE_UNKNOWN_PRAGMAS _Pragma("diag_suppress 161")
-#else
-    #define JSON_HEDLEY_DIAGNOSTIC_DISABLE_UNKNOWN_PRAGMAS
-#endif
-
-#if defined(JSON_HEDLEY_DIAGNOSTIC_DISABLE_UNKNOWN_CPP_ATTRIBUTES)
-    #undef JSON_HEDLEY_DIAGNOSTIC_DISABLE_UNKNOWN_CPP_ATTRIBUTES
-#endif
-#if JSON_HEDLEY_HAS_WARNING("-Wunknown-attributes")
-    #define JSON_HEDLEY_DIAGNOSTIC_DISABLE_UNKNOWN_CPP_ATTRIBUTES _Pragma("clang diagnostic ignored \"-Wunknown-attributes\"")
-#elif JSON_HEDLEY_GCC_VERSION_CHECK(4,6,0)
-    #define JSON_HEDLEY_DIAGNOSTIC_DISABLE_UNKNOWN_CPP_ATTRIBUTES _Pragma("GCC diagnostic ignored \"-Wdeprecated-declarations\"")
-#elif JSON_HEDLEY_INTEL_VERSION_CHECK(17,0,0)
-    #define JSON_HEDLEY_DIAGNOSTIC_DISABLE_UNKNOWN_CPP_ATTRIBUTES _Pragma("warning(disable:1292)")
-#elif JSON_HEDLEY_INTEL_CL_VERSION_CHECK(2021,1,0)
-    #define JSON_HEDLEY_DIAGNOSTIC_DISABLE_UNKNOWN_CPP_ATTRIBUTES __pragma(warning(disable:1292))
-#elif JSON_HEDLEY_MSVC_VERSION_CHECK(19,0,0)
-    #define JSON_HEDLEY_DIAGNOSTIC_DISABLE_UNKNOWN_CPP_ATTRIBUTES __pragma(warning(disable:5030))
-#elif JSON_HEDLEY_PGI_VERSION_CHECK(20,7,0)
-    #define JSON_HEDLEY_DIAGNOSTIC_DISABLE_UNKNOWN_CPP_ATTRIBUTES _Pragma("diag_suppress 1097,1098")
-#elif JSON_HEDLEY_PGI_VERSION_CHECK(17,10,0)
-    #define JSON_HEDLEY_DIAGNOSTIC_DISABLE_UNKNOWN_CPP_ATTRIBUTES _Pragma("diag_suppress 1097")
-#elif JSON_HEDLEY_SUNPRO_VERSION_CHECK(5,14,0) && defined(__cplusplus)
-    #define JSON_HEDLEY_DIAGNOSTIC_DISABLE_UNKNOWN_CPP_ATTRIBUTES _Pragma("error_messages(off,attrskipunsup)")
-#elif \
-    JSON_HEDLEY_TI_VERSION_CHECK(18,1,0) || \
-    JSON_HEDLEY_TI_CL6X_VERSION_CHECK(8,3,0) || \
-    JSON_HEDLEY_TI_CL7X_VERSION_CHECK(1,2,0)
-    #define JSON_HEDLEY_DIAGNOSTIC_DISABLE_UNKNOWN_CPP_ATTRIBUTES _Pragma("diag_suppress 1173")
-#elif JSON_HEDLEY_IAR_VERSION_CHECK(8,0,0)
-    #define JSON_HEDLEY_DIAGNOSTIC_DISABLE_UNKNOWN_CPP_ATTRIBUTES _Pragma("diag_suppress=Pe1097")
-#elif JSON_HEDLEY_MCST_LCC_VERSION_CHECK(1,25,10)
-    #define JSON_HEDLEY_DIAGNOSTIC_DISABLE_UNKNOWN_CPP_ATTRIBUTES _Pragma("diag_suppress 1097")
-#else
-    #define JSON_HEDLEY_DIAGNOSTIC_DISABLE_UNKNOWN_CPP_ATTRIBUTES
-#endif
-
-#if defined(JSON_HEDLEY_DIAGNOSTIC_DISABLE_CAST_QUAL)
-    #undef JSON_HEDLEY_DIAGNOSTIC_DISABLE_CAST_QUAL
-#endif
-#if JSON_HEDLEY_HAS_WARNING("-Wcast-qual")
-    #define JSON_HEDLEY_DIAGNOSTIC_DISABLE_CAST_QUAL _Pragma("clang diagnostic ignored \"-Wcast-qual\"")
-#elif JSON_HEDLEY_INTEL_VERSION_CHECK(13,0,0)
-    #define JSON_HEDLEY_DIAGNOSTIC_DISABLE_CAST_QUAL _Pragma("warning(disable:2203 2331)")
-#elif JSON_HEDLEY_GCC_VERSION_CHECK(3,0,0)
-    #define JSON_HEDLEY_DIAGNOSTIC_DISABLE_CAST_QUAL _Pragma("GCC diagnostic ignored \"-Wcast-qual\"")
-#else
-    #define JSON_HEDLEY_DIAGNOSTIC_DISABLE_CAST_QUAL
-#endif
-
-#if defined(JSON_HEDLEY_DIAGNOSTIC_DISABLE_UNUSED_FUNCTION)
-    #undef JSON_HEDLEY_DIAGNOSTIC_DISABLE_UNUSED_FUNCTION
-#endif
-#if JSON_HEDLEY_HAS_WARNING("-Wunused-function")
-    #define JSON_HEDLEY_DIAGNOSTIC_DISABLE_UNUSED_FUNCTION _Pragma("clang diagnostic ignored \"-Wunused-function\"")
-#elif JSON_HEDLEY_GCC_VERSION_CHECK(3,4,0)
-    #define JSON_HEDLEY_DIAGNOSTIC_DISABLE_UNUSED_FUNCTION _Pragma("GCC diagnostic ignored \"-Wunused-function\"")
-#elif JSON_HEDLEY_MSVC_VERSION_CHECK(1,0,0)
-    #define JSON_HEDLEY_DIAGNOSTIC_DISABLE_UNUSED_FUNCTION __pragma(warning(disable:4505))
-#elif JSON_HEDLEY_MCST_LCC_VERSION_CHECK(1,25,10)
-    #define JSON_HEDLEY_DIAGNOSTIC_DISABLE_UNUSED_FUNCTION _Pragma("diag_suppress 3142")
-#else
-    #define JSON_HEDLEY_DIAGNOSTIC_DISABLE_UNUSED_FUNCTION
-#endif
-
-#if defined(JSON_HEDLEY_DEPRECATED)
-    #undef JSON_HEDLEY_DEPRECATED
-#endif
-#if defined(JSON_HEDLEY_DEPRECATED_FOR)
-    #undef JSON_HEDLEY_DEPRECATED_FOR
-#endif
-#if \
-    JSON_HEDLEY_MSVC_VERSION_CHECK(14,0,0) || \
-    JSON_HEDLEY_INTEL_CL_VERSION_CHECK(2021,1,0)
-    #define JSON_HEDLEY_DEPRECATED(since) __declspec(deprecated("Since " # since))
-    #define JSON_HEDLEY_DEPRECATED_FOR(since, replacement) __declspec(deprecated("Since " #since "; use " #replacement))
-#elif \
-    (JSON_HEDLEY_HAS_EXTENSION(attribute_deprecated_with_message) && !defined(JSON_HEDLEY_IAR_VERSION)) || \
-    JSON_HEDLEY_GCC_VERSION_CHECK(4,5,0) || \
-    JSON_HEDLEY_INTEL_VERSION_CHECK(13,0,0) || \
-    JSON_HEDLEY_ARM_VERSION_CHECK(5,6,0) || \
-    JSON_HEDLEY_SUNPRO_VERSION_CHECK(5,13,0) || \
-    JSON_HEDLEY_PGI_VERSION_CHECK(17,10,0) || \
-    JSON_HEDLEY_TI_VERSION_CHECK(18,1,0) || \
-    JSON_HEDLEY_TI_ARMCL_VERSION_CHECK(18,1,0) || \
-    JSON_HEDLEY_TI_CL6X_VERSION_CHECK(8,3,0) || \
-    JSON_HEDLEY_TI_CL7X_VERSION_CHECK(1,2,0) || \
-    JSON_HEDLEY_TI_CLPRU_VERSION_CHECK(2,3,0) || \
-    JSON_HEDLEY_MCST_LCC_VERSION_CHECK(1,25,10)
-    #define JSON_HEDLEY_DEPRECATED(since) __attribute__((__deprecated__("Since " #since)))
-    #define JSON_HEDLEY_DEPRECATED_FOR(since, replacement) __attribute__((__deprecated__("Since " #since "; use " #replacement)))
-#elif defined(__cplusplus) && (__cplusplus >= 201402L)
-    #define JSON_HEDLEY_DEPRECATED(since) JSON_HEDLEY_DIAGNOSTIC_DISABLE_CPP98_COMPAT_WRAP_([[deprecated("Since " #since)]])
-    #define JSON_HEDLEY_DEPRECATED_FOR(since, replacement) JSON_HEDLEY_DIAGNOSTIC_DISABLE_CPP98_COMPAT_WRAP_([[deprecated("Since " #since "; use " #replacement)]])
-#elif \
-    JSON_HEDLEY_HAS_ATTRIBUTE(deprecated) || \
-    JSON_HEDLEY_GCC_VERSION_CHECK(3,1,0) || \
-    JSON_HEDLEY_ARM_VERSION_CHECK(4,1,0) || \
-    JSON_HEDLEY_TI_VERSION_CHECK(15,12,0) || \
-    (JSON_HEDLEY_TI_ARMCL_VERSION_CHECK(4,8,0) && defined(__TI_GNU_ATTRIBUTE_SUPPORT__)) || \
-    JSON_HEDLEY_TI_ARMCL_VERSION_CHECK(5,2,0) || \
-    (JSON_HEDLEY_TI_CL2000_VERSION_CHECK(6,0,0) && defined(__TI_GNU_ATTRIBUTE_SUPPORT__)) || \
-    JSON_HEDLEY_TI_CL2000_VERSION_CHECK(6,4,0) || \
-    (JSON_HEDLEY_TI_CL430_VERSION_CHECK(4,0,0) && defined(__TI_GNU_ATTRIBUTE_SUPPORT__)) || \
-    JSON_HEDLEY_TI_CL430_VERSION_CHECK(4,3,0) || \
-    (JSON_HEDLEY_TI_CL6X_VERSION_CHECK(7,2,0) && defined(__TI_GNU_ATTRIBUTE_SUPPORT__)) || \
-    JSON_HEDLEY_TI_CL6X_VERSION_CHECK(7,5,0) || \
-    JSON_HEDLEY_TI_CL7X_VERSION_CHECK(1,2,0) || \
-    JSON_HEDLEY_TI_CLPRU_VERSION_CHECK(2,1,0) || \
-    JSON_HEDLEY_MCST_LCC_VERSION_CHECK(1,25,10) || \
-    JSON_HEDLEY_IAR_VERSION_CHECK(8,10,0)
-    #define JSON_HEDLEY_DEPRECATED(since) __attribute__((__deprecated__))
-    #define JSON_HEDLEY_DEPRECATED_FOR(since, replacement) __attribute__((__deprecated__))
-#elif \
-    JSON_HEDLEY_MSVC_VERSION_CHECK(13,10,0) || \
-    JSON_HEDLEY_PELLES_VERSION_CHECK(6,50,0) || \
-    JSON_HEDLEY_INTEL_CL_VERSION_CHECK(2021,1,0)
-    #define JSON_HEDLEY_DEPRECATED(since) __declspec(deprecated)
-    #define JSON_HEDLEY_DEPRECATED_FOR(since, replacement) __declspec(deprecated)
-#elif JSON_HEDLEY_IAR_VERSION_CHECK(8,0,0)
-    #define JSON_HEDLEY_DEPRECATED(since) _Pragma("deprecated")
-    #define JSON_HEDLEY_DEPRECATED_FOR(since, replacement) _Pragma("deprecated")
-#else
-    #define JSON_HEDLEY_DEPRECATED(since)
-    #define JSON_HEDLEY_DEPRECATED_FOR(since, replacement)
-#endif
-
-#if defined(JSON_HEDLEY_UNAVAILABLE)
-    #undef JSON_HEDLEY_UNAVAILABLE
-#endif
-#if \
-    JSON_HEDLEY_HAS_ATTRIBUTE(warning) || \
-    JSON_HEDLEY_GCC_VERSION_CHECK(4,3,0) || \
-    JSON_HEDLEY_INTEL_VERSION_CHECK(13,0,0) || \
-    JSON_HEDLEY_MCST_LCC_VERSION_CHECK(1,25,10)
-    #define JSON_HEDLEY_UNAVAILABLE(available_since) __attribute__((__warning__("Not available until " #available_since)))
-#else
-    #define JSON_HEDLEY_UNAVAILABLE(available_since)
-#endif
-
-#if defined(JSON_HEDLEY_WARN_UNUSED_RESULT)
-    #undef JSON_HEDLEY_WARN_UNUSED_RESULT
-#endif
-#if defined(JSON_HEDLEY_WARN_UNUSED_RESULT_MSG)
-    #undef JSON_HEDLEY_WARN_UNUSED_RESULT_MSG
-#endif
-#if \
-    JSON_HEDLEY_HAS_ATTRIBUTE(warn_unused_result) || \
-    JSON_HEDLEY_GCC_VERSION_CHECK(3,4,0) || \
-    JSON_HEDLEY_INTEL_VERSION_CHECK(13,0,0) || \
-    JSON_HEDLEY_TI_VERSION_CHECK(15,12,0) || \
-    (JSON_HEDLEY_TI_ARMCL_VERSION_CHECK(4,8,0) && defined(__TI_GNU_ATTRIBUTE_SUPPORT__)) || \
-    JSON_HEDLEY_TI_ARMCL_VERSION_CHECK(5,2,0) || \
-    (JSON_HEDLEY_TI_CL2000_VERSION_CHECK(6,0,0) && defined(__TI_GNU_ATTRIBUTE_SUPPORT__)) || \
-    JSON_HEDLEY_TI_CL2000_VERSION_CHECK(6,4,0) || \
-    (JSON_HEDLEY_TI_CL430_VERSION_CHECK(4,0,0) && defined(__TI_GNU_ATTRIBUTE_SUPPORT__)) || \
-    JSON_HEDLEY_TI_CL430_VERSION_CHECK(4,3,0) || \
-    (JSON_HEDLEY_TI_CL6X_VERSION_CHECK(7,2,0) && defined(__TI_GNU_ATTRIBUTE_SUPPORT__)) || \
-    JSON_HEDLEY_TI_CL6X_VERSION_CHECK(7,5,0) || \
-    JSON_HEDLEY_TI_CL7X_VERSION_CHECK(1,2,0) || \
-    JSON_HEDLEY_TI_CLPRU_VERSION_CHECK(2,1,0) || \
-    (JSON_HEDLEY_SUNPRO_VERSION_CHECK(5,15,0) && defined(__cplusplus)) || \
-    JSON_HEDLEY_PGI_VERSION_CHECK(17,10,0) || \
-    JSON_HEDLEY_MCST_LCC_VERSION_CHECK(1,25,10)
-    #define JSON_HEDLEY_WARN_UNUSED_RESULT __attribute__((__warn_unused_result__))
-    #define JSON_HEDLEY_WARN_UNUSED_RESULT_MSG(msg) __attribute__((__warn_unused_result__))
-#elif (JSON_HEDLEY_HAS_CPP_ATTRIBUTE(nodiscard) >= 201907L)
-    #define JSON_HEDLEY_WARN_UNUSED_RESULT JSON_HEDLEY_DIAGNOSTIC_DISABLE_CPP98_COMPAT_WRAP_([[nodiscard]])
-    #define JSON_HEDLEY_WARN_UNUSED_RESULT_MSG(msg) JSON_HEDLEY_DIAGNOSTIC_DISABLE_CPP98_COMPAT_WRAP_([[nodiscard(msg)]])
-#elif JSON_HEDLEY_HAS_CPP_ATTRIBUTE(nodiscard)
-    #define JSON_HEDLEY_WARN_UNUSED_RESULT JSON_HEDLEY_DIAGNOSTIC_DISABLE_CPP98_COMPAT_WRAP_([[nodiscard]])
-    #define JSON_HEDLEY_WARN_UNUSED_RESULT_MSG(msg) JSON_HEDLEY_DIAGNOSTIC_DISABLE_CPP98_COMPAT_WRAP_([[nodiscard]])
-#elif defined(_Check_return_) /* SAL */
-    #define JSON_HEDLEY_WARN_UNUSED_RESULT _Check_return_
-    #define JSON_HEDLEY_WARN_UNUSED_RESULT_MSG(msg) _Check_return_
-#else
-    #define JSON_HEDLEY_WARN_UNUSED_RESULT
-    #define JSON_HEDLEY_WARN_UNUSED_RESULT_MSG(msg)
-#endif
-
-#if defined(JSON_HEDLEY_SENTINEL)
-    #undef JSON_HEDLEY_SENTINEL
-#endif
-#if \
-    JSON_HEDLEY_HAS_ATTRIBUTE(sentinel) || \
-    JSON_HEDLEY_GCC_VERSION_CHECK(4,0,0) || \
-    JSON_HEDLEY_INTEL_VERSION_CHECK(13,0,0) || \
-    JSON_HEDLEY_ARM_VERSION_CHECK(5,4,0) || \
-    JSON_HEDLEY_MCST_LCC_VERSION_CHECK(1,25,10)
-    #define JSON_HEDLEY_SENTINEL(position) __attribute__((__sentinel__(position)))
-#else
-    #define JSON_HEDLEY_SENTINEL(position)
-#endif
-
-#if defined(JSON_HEDLEY_NO_RETURN)
-    #undef JSON_HEDLEY_NO_RETURN
-#endif
-#if JSON_HEDLEY_IAR_VERSION_CHECK(8,0,0)
-    #define JSON_HEDLEY_NO_RETURN __noreturn
-#elif \
-    JSON_HEDLEY_INTEL_VERSION_CHECK(13,0,0) || \
-    JSON_HEDLEY_MCST_LCC_VERSION_CHECK(1,25,10)
-    #define JSON_HEDLEY_NO_RETURN __attribute__((__noreturn__))
-#elif defined(__STDC_VERSION__) && __STDC_VERSION__ >= 201112L
-    #define JSON_HEDLEY_NO_RETURN _Noreturn
-#elif defined(__cplusplus) && (__cplusplus >= 201103L)
-    #define JSON_HEDLEY_NO_RETURN JSON_HEDLEY_DIAGNOSTIC_DISABLE_CPP98_COMPAT_WRAP_([[noreturn]])
-#elif \
-    JSON_HEDLEY_HAS_ATTRIBUTE(noreturn) || \
-    JSON_HEDLEY_GCC_VERSION_CHECK(3,2,0) || \
-    JSON_HEDLEY_SUNPRO_VERSION_CHECK(5,11,0) || \
-    JSON_HEDLEY_ARM_VERSION_CHECK(4,1,0) || \
-    JSON_HEDLEY_IBM_VERSION_CHECK(10,1,0) || \
-    JSON_HEDLEY_TI_VERSION_CHECK(15,12,0) || \
-    (JSON_HEDLEY_TI_ARMCL_VERSION_CHECK(4,8,0) && defined(__TI_GNU_ATTRIBUTE_SUPPORT__)) || \
-    JSON_HEDLEY_TI_ARMCL_VERSION_CHECK(5,2,0) || \
-    (JSON_HEDLEY_TI_CL2000_VERSION_CHECK(6,0,0) && defined(__TI_GNU_ATTRIBUTE_SUPPORT__)) || \
-    JSON_HEDLEY_TI_CL2000_VERSION_CHECK(6,4,0) || \
-    (JSON_HEDLEY_TI_CL430_VERSION_CHECK(4,0,0) && defined(__TI_GNU_ATTRIBUTE_SUPPORT__)) || \
-    JSON_HEDLEY_TI_CL430_VERSION_CHECK(4,3,0) || \
-    (JSON_HEDLEY_TI_CL6X_VERSION_CHECK(7,2,0) && defined(__TI_GNU_ATTRIBUTE_SUPPORT__)) || \
-    JSON_HEDLEY_TI_CL6X_VERSION_CHECK(7,5,0) || \
-    JSON_HEDLEY_TI_CL7X_VERSION_CHECK(1,2,0) || \
-    JSON_HEDLEY_TI_CLPRU_VERSION_CHECK(2,1,0) || \
-    JSON_HEDLEY_IAR_VERSION_CHECK(8,10,0)
-    #define JSON_HEDLEY_NO_RETURN __attribute__((__noreturn__))
-#elif JSON_HEDLEY_SUNPRO_VERSION_CHECK(5,10,0)
-    #define JSON_HEDLEY_NO_RETURN _Pragma("does_not_return")
-#elif \
-    JSON_HEDLEY_MSVC_VERSION_CHECK(13,10,0) || \
-    JSON_HEDLEY_INTEL_CL_VERSION_CHECK(2021,1,0)
-    #define JSON_HEDLEY_NO_RETURN __declspec(noreturn)
-#elif JSON_HEDLEY_TI_CL6X_VERSION_CHECK(6,0,0) && defined(__cplusplus)
-    #define JSON_HEDLEY_NO_RETURN _Pragma("FUNC_NEVER_RETURNS;")
-#elif JSON_HEDLEY_COMPCERT_VERSION_CHECK(3,2,0)
-    #define JSON_HEDLEY_NO_RETURN __attribute((noreturn))
-#elif JSON_HEDLEY_PELLES_VERSION_CHECK(9,0,0)
-    #define JSON_HEDLEY_NO_RETURN __declspec(noreturn)
-#else
-    #define JSON_HEDLEY_NO_RETURN
-#endif
-
-#if defined(JSON_HEDLEY_NO_ESCAPE)
-    #undef JSON_HEDLEY_NO_ESCAPE
-#endif
-#if JSON_HEDLEY_HAS_ATTRIBUTE(noescape)
-    #define JSON_HEDLEY_NO_ESCAPE __attribute__((__noescape__))
-#else
-    #define JSON_HEDLEY_NO_ESCAPE
-#endif
-
-#if defined(JSON_HEDLEY_UNREACHABLE)
-    #undef JSON_HEDLEY_UNREACHABLE
-#endif
-#if defined(JSON_HEDLEY_UNREACHABLE_RETURN)
-    #undef JSON_HEDLEY_UNREACHABLE_RETURN
-#endif
-#if defined(JSON_HEDLEY_ASSUME)
-    #undef JSON_HEDLEY_ASSUME
-#endif
-#if \
-    JSON_HEDLEY_MSVC_VERSION_CHECK(13,10,0) || \
-    JSON_HEDLEY_INTEL_VERSION_CHECK(13,0,0) || \
-    JSON_HEDLEY_INTEL_CL_VERSION_CHECK(2021,1,0)
-    #define JSON_HEDLEY_ASSUME(expr) __assume(expr)
-#elif JSON_HEDLEY_HAS_BUILTIN(__builtin_assume)
-    #define JSON_HEDLEY_ASSUME(expr) __builtin_assume(expr)
-#elif \
-    JSON_HEDLEY_TI_CL2000_VERSION_CHECK(6,2,0) || \
-    JSON_HEDLEY_TI_CL6X_VERSION_CHECK(4,0,0)
-    #if defined(__cplusplus)
-        #define JSON_HEDLEY_ASSUME(expr) std::_nassert(expr)
-    #else
-        #define JSON_HEDLEY_ASSUME(expr) _nassert(expr)
-    #endif
-#endif
-#if \
-    (JSON_HEDLEY_HAS_BUILTIN(__builtin_unreachable) && (!defined(JSON_HEDLEY_ARM_VERSION))) || \
-    JSON_HEDLEY_GCC_VERSION_CHECK(4,5,0) || \
-    JSON_HEDLEY_PGI_VERSION_CHECK(18,10,0) || \
-    JSON_HEDLEY_INTEL_VERSION_CHECK(13,0,0) || \
-    JSON_HEDLEY_IBM_VERSION_CHECK(13,1,5) || \
-    JSON_HEDLEY_CRAY_VERSION_CHECK(10,0,0) || \
-    JSON_HEDLEY_MCST_LCC_VERSION_CHECK(1,25,10)
-    #define JSON_HEDLEY_UNREACHABLE() __builtin_unreachable()
-#elif defined(JSON_HEDLEY_ASSUME)
-    #define JSON_HEDLEY_UNREACHABLE() JSON_HEDLEY_ASSUME(0)
-#endif
-#if !defined(JSON_HEDLEY_ASSUME)
-    #if defined(JSON_HEDLEY_UNREACHABLE)
-        #define JSON_HEDLEY_ASSUME(expr) JSON_HEDLEY_STATIC_CAST(void, ((expr) ? 1 : (JSON_HEDLEY_UNREACHABLE(), 1)))
-    #else
-        #define JSON_HEDLEY_ASSUME(expr) JSON_HEDLEY_STATIC_CAST(void, expr)
-    #endif
-#endif
-#if defined(JSON_HEDLEY_UNREACHABLE)
-    #if  \
-        JSON_HEDLEY_TI_CL2000_VERSION_CHECK(6,2,0) || \
-        JSON_HEDLEY_TI_CL6X_VERSION_CHECK(4,0,0)
-        #define JSON_HEDLEY_UNREACHABLE_RETURN(value) return (JSON_HEDLEY_STATIC_CAST(void, JSON_HEDLEY_ASSUME(0)), (value))
-    #else
-        #define JSON_HEDLEY_UNREACHABLE_RETURN(value) JSON_HEDLEY_UNREACHABLE()
-    #endif
-#else
-    #define JSON_HEDLEY_UNREACHABLE_RETURN(value) return (value)
-#endif
-#if !defined(JSON_HEDLEY_UNREACHABLE)
-    #define JSON_HEDLEY_UNREACHABLE() JSON_HEDLEY_ASSUME(0)
-#endif
-
-JSON_HEDLEY_DIAGNOSTIC_PUSH
-#if JSON_HEDLEY_HAS_WARNING("-Wpedantic")
-    #pragma clang diagnostic ignored "-Wpedantic"
-#endif
-#if JSON_HEDLEY_HAS_WARNING("-Wc++98-compat-pedantic") && defined(__cplusplus)
-    #pragma clang diagnostic ignored "-Wc++98-compat-pedantic"
-#endif
-#if JSON_HEDLEY_GCC_HAS_WARNING("-Wvariadic-macros",4,0,0)
-    #if defined(__clang__)
-        #pragma clang diagnostic ignored "-Wvariadic-macros"
-    #elif defined(JSON_HEDLEY_GCC_VERSION)
-        #pragma GCC diagnostic ignored "-Wvariadic-macros"
-    #endif
-#endif
-#if defined(JSON_HEDLEY_NON_NULL)
-    #undef JSON_HEDLEY_NON_NULL
-#endif
-#if \
-    JSON_HEDLEY_HAS_ATTRIBUTE(nonnull) || \
-    JSON_HEDLEY_GCC_VERSION_CHECK(3,3,0) || \
-    JSON_HEDLEY_INTEL_VERSION_CHECK(13,0,0) || \
-    JSON_HEDLEY_ARM_VERSION_CHECK(4,1,0)
-    #define JSON_HEDLEY_NON_NULL(...) __attribute__((__nonnull__(__VA_ARGS__)))
-#else
-    #define JSON_HEDLEY_NON_NULL(...)
-#endif
-JSON_HEDLEY_DIAGNOSTIC_POP
-
-#if defined(JSON_HEDLEY_PRINTF_FORMAT)
-    #undef JSON_HEDLEY_PRINTF_FORMAT
-#endif
-#if defined(__MINGW32__) && JSON_HEDLEY_GCC_HAS_ATTRIBUTE(format,4,4,0) && !defined(__USE_MINGW_ANSI_STDIO)
-    #define JSON_HEDLEY_PRINTF_FORMAT(string_idx,first_to_check) __attribute__((__format__(ms_printf, string_idx, first_to_check)))
-#elif defined(__MINGW32__) && JSON_HEDLEY_GCC_HAS_ATTRIBUTE(format,4,4,0) && defined(__USE_MINGW_ANSI_STDIO)
-    #define JSON_HEDLEY_PRINTF_FORMAT(string_idx,first_to_check) __attribute__((__format__(gnu_printf, string_idx, first_to_check)))
-#elif \
-    JSON_HEDLEY_HAS_ATTRIBUTE(format) || \
-    JSON_HEDLEY_GCC_VERSION_CHECK(3,1,0) || \
-    JSON_HEDLEY_INTEL_VERSION_CHECK(13,0,0) || \
-    JSON_HEDLEY_ARM_VERSION_CHECK(5,6,0) || \
-    JSON_HEDLEY_IBM_VERSION_CHECK(10,1,0) || \
-    JSON_HEDLEY_TI_VERSION_CHECK(15,12,0) || \
-    (JSON_HEDLEY_TI_ARMCL_VERSION_CHECK(4,8,0) && defined(__TI_GNU_ATTRIBUTE_SUPPORT__)) || \
-    JSON_HEDLEY_TI_ARMCL_VERSION_CHECK(5,2,0) || \
-    (JSON_HEDLEY_TI_CL2000_VERSION_CHECK(6,0,0) && defined(__TI_GNU_ATTRIBUTE_SUPPORT__)) || \
-    JSON_HEDLEY_TI_CL2000_VERSION_CHECK(6,4,0) || \
-    (JSON_HEDLEY_TI_CL430_VERSION_CHECK(4,0,0) && defined(__TI_GNU_ATTRIBUTE_SUPPORT__)) || \
-    JSON_HEDLEY_TI_CL430_VERSION_CHECK(4,3,0) || \
-    (JSON_HEDLEY_TI_CL6X_VERSION_CHECK(7,2,0) && defined(__TI_GNU_ATTRIBUTE_SUPPORT__)) || \
-    JSON_HEDLEY_TI_CL6X_VERSION_CHECK(7,5,0) || \
-    JSON_HEDLEY_TI_CL7X_VERSION_CHECK(1,2,0) || \
-    JSON_HEDLEY_TI_CLPRU_VERSION_CHECK(2,1,0) || \
-    JSON_HEDLEY_MCST_LCC_VERSION_CHECK(1,25,10)
-    #define JSON_HEDLEY_PRINTF_FORMAT(string_idx,first_to_check) __attribute__((__format__(__printf__, string_idx, first_to_check)))
-#elif JSON_HEDLEY_PELLES_VERSION_CHECK(6,0,0)
-    #define JSON_HEDLEY_PRINTF_FORMAT(string_idx,first_to_check) __declspec(vaformat(printf,string_idx,first_to_check))
-#else
-    #define JSON_HEDLEY_PRINTF_FORMAT(string_idx,first_to_check)
-#endif
-
-#if defined(JSON_HEDLEY_CONSTEXPR)
-    #undef JSON_HEDLEY_CONSTEXPR
-#endif
-#if defined(__cplusplus)
-    #if __cplusplus >= 201103L
-        #define JSON_HEDLEY_CONSTEXPR JSON_HEDLEY_DIAGNOSTIC_DISABLE_CPP98_COMPAT_WRAP_(constexpr)
-    #endif
-#endif
-#if !defined(JSON_HEDLEY_CONSTEXPR)
-    #define JSON_HEDLEY_CONSTEXPR
-#endif
-
-#if defined(JSON_HEDLEY_PREDICT)
-    #undef JSON_HEDLEY_PREDICT
-#endif
-#if defined(JSON_HEDLEY_LIKELY)
-    #undef JSON_HEDLEY_LIKELY
-#endif
-#if defined(JSON_HEDLEY_UNLIKELY)
-    #undef JSON_HEDLEY_UNLIKELY
-#endif
-#if defined(JSON_HEDLEY_UNPREDICTABLE)
-    #undef JSON_HEDLEY_UNPREDICTABLE
-#endif
-#if JSON_HEDLEY_HAS_BUILTIN(__builtin_unpredictable)
-    #define JSON_HEDLEY_UNPREDICTABLE(expr) __builtin_unpredictable((expr))
-#endif
-#if \
-  (JSON_HEDLEY_HAS_BUILTIN(__builtin_expect_with_probability) && !defined(JSON_HEDLEY_PGI_VERSION)) || \
-  JSON_HEDLEY_GCC_VERSION_CHECK(9,0,0) || \
-  JSON_HEDLEY_MCST_LCC_VERSION_CHECK(1,25,10)
-#  define JSON_HEDLEY_PREDICT(expr, value, probability) __builtin_expect_with_probability(  (expr), (value), (probability))
-#  define JSON_HEDLEY_PREDICT_TRUE(expr, probability)   __builtin_expect_with_probability(!!(expr),    1   , (probability))
-#  define JSON_HEDLEY_PREDICT_FALSE(expr, probability)  __builtin_expect_with_probability(!!(expr),    0   , (probability))
-#  define JSON_HEDLEY_LIKELY(expr)                      __builtin_expect                 (!!(expr),    1                  )
-#  define JSON_HEDLEY_UNLIKELY(expr)                    __builtin_expect                 (!!(expr),    0                  )
-#elif \
-  (JSON_HEDLEY_HAS_BUILTIN(__builtin_expect) && !defined(JSON_HEDLEY_INTEL_CL_VERSION)) || \
-  JSON_HEDLEY_GCC_VERSION_CHECK(3,0,0) || \
-  JSON_HEDLEY_INTEL_VERSION_CHECK(13,0,0) || \
-  (JSON_HEDLEY_SUNPRO_VERSION_CHECK(5,15,0) && defined(__cplusplus)) || \
-  JSON_HEDLEY_ARM_VERSION_CHECK(4,1,0) || \
-  JSON_HEDLEY_IBM_VERSION_CHECK(10,1,0) || \
-  JSON_HEDLEY_TI_VERSION_CHECK(15,12,0) || \
-  JSON_HEDLEY_TI_ARMCL_VERSION_CHECK(4,7,0) || \
-  JSON_HEDLEY_TI_CL430_VERSION_CHECK(3,1,0) || \
-  JSON_HEDLEY_TI_CL2000_VERSION_CHECK(6,1,0) || \
-  JSON_HEDLEY_TI_CL6X_VERSION_CHECK(6,1,0) || \
-  JSON_HEDLEY_TI_CL7X_VERSION_CHECK(1,2,0) || \
-  JSON_HEDLEY_TI_CLPRU_VERSION_CHECK(2,1,0) || \
-  JSON_HEDLEY_TINYC_VERSION_CHECK(0,9,27) || \
-  JSON_HEDLEY_CRAY_VERSION_CHECK(8,1,0) || \
-  JSON_HEDLEY_MCST_LCC_VERSION_CHECK(1,25,10)
-#  define JSON_HEDLEY_PREDICT(expr, expected, probability) \
-    (((probability) >= 0.9) ? __builtin_expect((expr), (expected)) : (JSON_HEDLEY_STATIC_CAST(void, expected), (expr)))
-#  define JSON_HEDLEY_PREDICT_TRUE(expr, probability) \
-    (__extension__ ({ \
-        double hedley_probability_ = (probability); \
-        ((hedley_probability_ >= 0.9) ? __builtin_expect(!!(expr), 1) : ((hedley_probability_ <= 0.1) ? __builtin_expect(!!(expr), 0) : !!(expr))); \
-    }))
-#  define JSON_HEDLEY_PREDICT_FALSE(expr, probability) \
-    (__extension__ ({ \
-        double hedley_probability_ = (probability); \
-        ((hedley_probability_ >= 0.9) ? __builtin_expect(!!(expr), 0) : ((hedley_probability_ <= 0.1) ? __builtin_expect(!!(expr), 1) : !!(expr))); \
-    }))
-#  define JSON_HEDLEY_LIKELY(expr)   __builtin_expect(!!(expr), 1)
-#  define JSON_HEDLEY_UNLIKELY(expr) __builtin_expect(!!(expr), 0)
-#else
-#  define JSON_HEDLEY_PREDICT(expr, expected, probability) (JSON_HEDLEY_STATIC_CAST(void, expected), (expr))
-#  define JSON_HEDLEY_PREDICT_TRUE(expr, probability) (!!(expr))
-#  define JSON_HEDLEY_PREDICT_FALSE(expr, probability) (!!(expr))
-#  define JSON_HEDLEY_LIKELY(expr) (!!(expr))
-#  define JSON_HEDLEY_UNLIKELY(expr) (!!(expr))
-#endif
-#if !defined(JSON_HEDLEY_UNPREDICTABLE)
-    #define JSON_HEDLEY_UNPREDICTABLE(expr) JSON_HEDLEY_PREDICT(expr, 1, 0.5)
-#endif
-
-#if defined(JSON_HEDLEY_MALLOC)
-    #undef JSON_HEDLEY_MALLOC
-#endif
-#if \
-    JSON_HEDLEY_HAS_ATTRIBUTE(malloc) || \
-    JSON_HEDLEY_GCC_VERSION_CHECK(3,1,0) || \
-    JSON_HEDLEY_INTEL_VERSION_CHECK(13,0,0) || \
-    JSON_HEDLEY_SUNPRO_VERSION_CHECK(5,11,0) || \
-    JSON_HEDLEY_ARM_VERSION_CHECK(4,1,0) || \
-    JSON_HEDLEY_IBM_VERSION_CHECK(12,1,0) || \
-    JSON_HEDLEY_TI_VERSION_CHECK(15,12,0) || \
-    (JSON_HEDLEY_TI_ARMCL_VERSION_CHECK(4,8,0) && defined(__TI_GNU_ATTRIBUTE_SUPPORT__)) || \
-    JSON_HEDLEY_TI_ARMCL_VERSION_CHECK(5,2,0) || \
-    (JSON_HEDLEY_TI_CL2000_VERSION_CHECK(6,0,0) && defined(__TI_GNU_ATTRIBUTE_SUPPORT__)) || \
-    JSON_HEDLEY_TI_CL2000_VERSION_CHECK(6,4,0) || \
-    (JSON_HEDLEY_TI_CL430_VERSION_CHECK(4,0,0) && defined(__TI_GNU_ATTRIBUTE_SUPPORT__)) || \
-    JSON_HEDLEY_TI_CL430_VERSION_CHECK(4,3,0) || \
-    (JSON_HEDLEY_TI_CL6X_VERSION_CHECK(7,2,0) && defined(__TI_GNU_ATTRIBUTE_SUPPORT__)) || \
-    JSON_HEDLEY_TI_CL6X_VERSION_CHECK(7,5,0) || \
-    JSON_HEDLEY_TI_CL7X_VERSION_CHECK(1,2,0) || \
-    JSON_HEDLEY_TI_CLPRU_VERSION_CHECK(2,1,0) || \
-    JSON_HEDLEY_MCST_LCC_VERSION_CHECK(1,25,10)
-    #define JSON_HEDLEY_MALLOC __attribute__((__malloc__))
-#elif JSON_HEDLEY_SUNPRO_VERSION_CHECK(5,10,0)
-    #define JSON_HEDLEY_MALLOC _Pragma("returns_new_memory")
-#elif \
-    JSON_HEDLEY_MSVC_VERSION_CHECK(14,0,0) || \
-    JSON_HEDLEY_INTEL_CL_VERSION_CHECK(2021,1,0)
-    #define JSON_HEDLEY_MALLOC __declspec(restrict)
-#else
-    #define JSON_HEDLEY_MALLOC
-#endif
-
-#if defined(JSON_HEDLEY_PURE)
-    #undef JSON_HEDLEY_PURE
-#endif
-#if \
-  JSON_HEDLEY_HAS_ATTRIBUTE(pure) || \
-  JSON_HEDLEY_GCC_VERSION_CHECK(2,96,0) || \
-  JSON_HEDLEY_INTEL_VERSION_CHECK(13,0,0) || \
-  JSON_HEDLEY_SUNPRO_VERSION_CHECK(5,11,0) || \
-  JSON_HEDLEY_ARM_VERSION_CHECK(4,1,0) || \
-  JSON_HEDLEY_IBM_VERSION_CHECK(10,1,0) || \
-  JSON_HEDLEY_TI_VERSION_CHECK(15,12,0) || \
-  (JSON_HEDLEY_TI_ARMCL_VERSION_CHECK(4,8,0) && defined(__TI_GNU_ATTRIBUTE_SUPPORT__)) || \
-  JSON_HEDLEY_TI_ARMCL_VERSION_CHECK(5,2,0) || \
-  (JSON_HEDLEY_TI_CL2000_VERSION_CHECK(6,0,0) && defined(__TI_GNU_ATTRIBUTE_SUPPORT__)) || \
-  JSON_HEDLEY_TI_CL2000_VERSION_CHECK(6,4,0) || \
-  (JSON_HEDLEY_TI_CL430_VERSION_CHECK(4,0,0) && defined(__TI_GNU_ATTRIBUTE_SUPPORT__)) || \
-  JSON_HEDLEY_TI_CL430_VERSION_CHECK(4,3,0) || \
-  (JSON_HEDLEY_TI_CL6X_VERSION_CHECK(7,2,0) && defined(__TI_GNU_ATTRIBUTE_SUPPORT__)) || \
-  JSON_HEDLEY_TI_CL6X_VERSION_CHECK(7,5,0) || \
-  JSON_HEDLEY_TI_CL7X_VERSION_CHECK(1,2,0) || \
-  JSON_HEDLEY_TI_CLPRU_VERSION_CHECK(2,1,0) || \
-  JSON_HEDLEY_PGI_VERSION_CHECK(17,10,0) || \
-  JSON_HEDLEY_MCST_LCC_VERSION_CHECK(1,25,10)
-#  define JSON_HEDLEY_PURE __attribute__((__pure__))
-#elif JSON_HEDLEY_SUNPRO_VERSION_CHECK(5,10,0)
-#  define JSON_HEDLEY_PURE _Pragma("does_not_write_global_data")
-#elif defined(__cplusplus) && \
-    ( \
-      JSON_HEDLEY_TI_CL430_VERSION_CHECK(2,0,1) || \
-      JSON_HEDLEY_TI_CL6X_VERSION_CHECK(4,0,0) || \
-      JSON_HEDLEY_TI_CL7X_VERSION_CHECK(1,2,0) \
-    )
-#  define JSON_HEDLEY_PURE _Pragma("FUNC_IS_PURE;")
-#else
-#  define JSON_HEDLEY_PURE
-#endif
-
-#if defined(JSON_HEDLEY_CONST)
-    #undef JSON_HEDLEY_CONST
-#endif
-#if \
-    JSON_HEDLEY_HAS_ATTRIBUTE(const) || \
-    JSON_HEDLEY_GCC_VERSION_CHECK(2,5,0) || \
-    JSON_HEDLEY_INTEL_VERSION_CHECK(13,0,0) || \
-    JSON_HEDLEY_SUNPRO_VERSION_CHECK(5,11,0) || \
-    JSON_HEDLEY_ARM_VERSION_CHECK(4,1,0) || \
-    JSON_HEDLEY_IBM_VERSION_CHECK(10,1,0) || \
-    JSON_HEDLEY_TI_VERSION_CHECK(15,12,0) || \
-    (JSON_HEDLEY_TI_ARMCL_VERSION_CHECK(4,8,0) && defined(__TI_GNU_ATTRIBUTE_SUPPORT__)) || \
-    JSON_HEDLEY_TI_ARMCL_VERSION_CHECK(5,2,0) || \
-    (JSON_HEDLEY_TI_CL2000_VERSION_CHECK(6,0,0) && defined(__TI_GNU_ATTRIBUTE_SUPPORT__)) || \
-    JSON_HEDLEY_TI_CL2000_VERSION_CHECK(6,4,0) || \
-    (JSON_HEDLEY_TI_CL430_VERSION_CHECK(4,0,0) && defined(__TI_GNU_ATTRIBUTE_SUPPORT__)) || \
-    JSON_HEDLEY_TI_CL430_VERSION_CHECK(4,3,0) || \
-    (JSON_HEDLEY_TI_CL6X_VERSION_CHECK(7,2,0) && defined(__TI_GNU_ATTRIBUTE_SUPPORT__)) || \
-    JSON_HEDLEY_TI_CL6X_VERSION_CHECK(7,5,0) || \
-    JSON_HEDLEY_TI_CL7X_VERSION_CHECK(1,2,0) || \
-    JSON_HEDLEY_TI_CLPRU_VERSION_CHECK(2,1,0) || \
-    JSON_HEDLEY_PGI_VERSION_CHECK(17,10,0) || \
-    JSON_HEDLEY_MCST_LCC_VERSION_CHECK(1,25,10)
-    #define JSON_HEDLEY_CONST __attribute__((__const__))
-#elif \
-    JSON_HEDLEY_SUNPRO_VERSION_CHECK(5,10,0)
-    #define JSON_HEDLEY_CONST _Pragma("no_side_effect")
-#else
-    #define JSON_HEDLEY_CONST JSON_HEDLEY_PURE
-#endif
-
-#if defined(JSON_HEDLEY_RESTRICT)
-    #undef JSON_HEDLEY_RESTRICT
-#endif
-#if defined(__STDC_VERSION__) && (__STDC_VERSION__ >= 199901L) && !defined(__cplusplus)
-    #define JSON_HEDLEY_RESTRICT restrict
-#elif \
-    JSON_HEDLEY_GCC_VERSION_CHECK(3,1,0) || \
-    JSON_HEDLEY_MSVC_VERSION_CHECK(14,0,0) || \
-    JSON_HEDLEY_INTEL_VERSION_CHECK(13,0,0) || \
-    JSON_HEDLEY_INTEL_CL_VERSION_CHECK(2021,1,0) || \
-    JSON_HEDLEY_ARM_VERSION_CHECK(4,1,0) || \
-    JSON_HEDLEY_IBM_VERSION_CHECK(10,1,0) || \
-    JSON_HEDLEY_PGI_VERSION_CHECK(17,10,0) || \
-    JSON_HEDLEY_TI_CL430_VERSION_CHECK(4,3,0) || \
-    JSON_HEDLEY_TI_CL2000_VERSION_CHECK(6,2,4) || \
-    JSON_HEDLEY_TI_CL6X_VERSION_CHECK(8,1,0) || \
-    JSON_HEDLEY_TI_CL7X_VERSION_CHECK(1,2,0) || \
-    (JSON_HEDLEY_SUNPRO_VERSION_CHECK(5,14,0) && defined(__cplusplus)) || \
-    JSON_HEDLEY_IAR_VERSION_CHECK(8,0,0) || \
-    defined(__clang__) || \
-    JSON_HEDLEY_MCST_LCC_VERSION_CHECK(1,25,10)
-    #define JSON_HEDLEY_RESTRICT __restrict
-#elif JSON_HEDLEY_SUNPRO_VERSION_CHECK(5,3,0) && !defined(__cplusplus)
-    #define JSON_HEDLEY_RESTRICT _Restrict
-#else
-    #define JSON_HEDLEY_RESTRICT
-#endif
-
-#if defined(JSON_HEDLEY_INLINE)
-    #undef JSON_HEDLEY_INLINE
-#endif
-#if \
-    (defined(__STDC_VERSION__) && (__STDC_VERSION__ >= 199901L)) || \
-    (defined(__cplusplus) && (__cplusplus >= 199711L))
-    #define JSON_HEDLEY_INLINE inline
-#elif \
-    defined(JSON_HEDLEY_GCC_VERSION) || \
-    JSON_HEDLEY_ARM_VERSION_CHECK(6,2,0)
-    #define JSON_HEDLEY_INLINE __inline__
-#elif \
-    JSON_HEDLEY_MSVC_VERSION_CHECK(12,0,0) || \
-    JSON_HEDLEY_INTEL_CL_VERSION_CHECK(2021,1,0) || \
-    JSON_HEDLEY_ARM_VERSION_CHECK(4,1,0) || \
-    JSON_HEDLEY_TI_ARMCL_VERSION_CHECK(5,1,0) || \
-    JSON_HEDLEY_TI_CL430_VERSION_CHECK(3,1,0) || \
-    JSON_HEDLEY_TI_CL2000_VERSION_CHECK(6,2,0) || \
-    JSON_HEDLEY_TI_CL6X_VERSION_CHECK(8,0,0) || \
-    JSON_HEDLEY_TI_CL7X_VERSION_CHECK(1,2,0) || \
-    JSON_HEDLEY_TI_CLPRU_VERSION_CHECK(2,1,0) || \
-    JSON_HEDLEY_MCST_LCC_VERSION_CHECK(1,25,10)
-    #define JSON_HEDLEY_INLINE __inline
-#else
-    #define JSON_HEDLEY_INLINE
-#endif
-
-#if defined(JSON_HEDLEY_ALWAYS_INLINE)
-    #undef JSON_HEDLEY_ALWAYS_INLINE
-#endif
-#if \
-  JSON_HEDLEY_HAS_ATTRIBUTE(always_inline) || \
-  JSON_HEDLEY_GCC_VERSION_CHECK(4,0,0) || \
-  JSON_HEDLEY_INTEL_VERSION_CHECK(13,0,0) || \
-  JSON_HEDLEY_SUNPRO_VERSION_CHECK(5,11,0) || \
-  JSON_HEDLEY_ARM_VERSION_CHECK(4,1,0) || \
-  JSON_HEDLEY_IBM_VERSION_CHECK(10,1,0) || \
-  JSON_HEDLEY_TI_VERSION_CHECK(15,12,0) || \
-  (JSON_HEDLEY_TI_ARMCL_VERSION_CHECK(4,8,0) && defined(__TI_GNU_ATTRIBUTE_SUPPORT__)) || \
-  JSON_HEDLEY_TI_ARMCL_VERSION_CHECK(5,2,0) || \
-  (JSON_HEDLEY_TI_CL2000_VERSION_CHECK(6,0,0) && defined(__TI_GNU_ATTRIBUTE_SUPPORT__)) || \
-  JSON_HEDLEY_TI_CL2000_VERSION_CHECK(6,4,0) || \
-  (JSON_HEDLEY_TI_CL430_VERSION_CHECK(4,0,0) && defined(__TI_GNU_ATTRIBUTE_SUPPORT__)) || \
-  JSON_HEDLEY_TI_CL430_VERSION_CHECK(4,3,0) || \
-  (JSON_HEDLEY_TI_CL6X_VERSION_CHECK(7,2,0) && defined(__TI_GNU_ATTRIBUTE_SUPPORT__)) || \
-  JSON_HEDLEY_TI_CL6X_VERSION_CHECK(7,5,0) || \
-  JSON_HEDLEY_TI_CL7X_VERSION_CHECK(1,2,0) || \
-  JSON_HEDLEY_TI_CLPRU_VERSION_CHECK(2,1,0) || \
-  JSON_HEDLEY_MCST_LCC_VERSION_CHECK(1,25,10) || \
-  JSON_HEDLEY_IAR_VERSION_CHECK(8,10,0)
-#  define JSON_HEDLEY_ALWAYS_INLINE __attribute__((__always_inline__)) JSON_HEDLEY_INLINE
-#elif \
-  JSON_HEDLEY_MSVC_VERSION_CHECK(12,0,0) || \
-  JSON_HEDLEY_INTEL_CL_VERSION_CHECK(2021,1,0)
-#  define JSON_HEDLEY_ALWAYS_INLINE __forceinline
-#elif defined(__cplusplus) && \
-    ( \
-      JSON_HEDLEY_TI_ARMCL_VERSION_CHECK(5,2,0) || \
-      JSON_HEDLEY_TI_CL430_VERSION_CHECK(4,3,0) || \
-      JSON_HEDLEY_TI_CL2000_VERSION_CHECK(6,4,0) || \
-      JSON_HEDLEY_TI_CL6X_VERSION_CHECK(6,1,0) || \
-      JSON_HEDLEY_TI_CL7X_VERSION_CHECK(1,2,0) || \
-      JSON_HEDLEY_TI_CLPRU_VERSION_CHECK(2,1,0) \
-    )
-#  define JSON_HEDLEY_ALWAYS_INLINE _Pragma("FUNC_ALWAYS_INLINE;")
-#elif JSON_HEDLEY_IAR_VERSION_CHECK(8,0,0)
-#  define JSON_HEDLEY_ALWAYS_INLINE _Pragma("inline=forced")
-#else
-#  define JSON_HEDLEY_ALWAYS_INLINE JSON_HEDLEY_INLINE
-#endif
-
-#if defined(JSON_HEDLEY_NEVER_INLINE)
-    #undef JSON_HEDLEY_NEVER_INLINE
-#endif
-#if \
-    JSON_HEDLEY_HAS_ATTRIBUTE(noinline) || \
-    JSON_HEDLEY_GCC_VERSION_CHECK(4,0,0) || \
-    JSON_HEDLEY_INTEL_VERSION_CHECK(13,0,0) || \
-    JSON_HEDLEY_SUNPRO_VERSION_CHECK(5,11,0) || \
-    JSON_HEDLEY_ARM_VERSION_CHECK(4,1,0) || \
-    JSON_HEDLEY_IBM_VERSION_CHECK(10,1,0) || \
-    JSON_HEDLEY_TI_VERSION_CHECK(15,12,0) || \
-    (JSON_HEDLEY_TI_ARMCL_VERSION_CHECK(4,8,0) && defined(__TI_GNU_ATTRIBUTE_SUPPORT__)) || \
-    JSON_HEDLEY_TI_ARMCL_VERSION_CHECK(5,2,0) || \
-    (JSON_HEDLEY_TI_CL2000_VERSION_CHECK(6,0,0) && defined(__TI_GNU_ATTRIBUTE_SUPPORT__)) || \
-    JSON_HEDLEY_TI_CL2000_VERSION_CHECK(6,4,0) || \
-    (JSON_HEDLEY_TI_CL430_VERSION_CHECK(4,0,0) && defined(__TI_GNU_ATTRIBUTE_SUPPORT__)) || \
-    JSON_HEDLEY_TI_CL430_VERSION_CHECK(4,3,0) || \
-    (JSON_HEDLEY_TI_CL6X_VERSION_CHECK(7,2,0) && defined(__TI_GNU_ATTRIBUTE_SUPPORT__)) || \
-    JSON_HEDLEY_TI_CL6X_VERSION_CHECK(7,5,0) || \
-    JSON_HEDLEY_TI_CL7X_VERSION_CHECK(1,2,0) || \
-    JSON_HEDLEY_TI_CLPRU_VERSION_CHECK(2,1,0) || \
-    JSON_HEDLEY_MCST_LCC_VERSION_CHECK(1,25,10) || \
-    JSON_HEDLEY_IAR_VERSION_CHECK(8,10,0)
-    #define JSON_HEDLEY_NEVER_INLINE __attribute__((__noinline__))
-#elif \
-    JSON_HEDLEY_MSVC_VERSION_CHECK(13,10,0) || \
-    JSON_HEDLEY_INTEL_CL_VERSION_CHECK(2021,1,0)
-    #define JSON_HEDLEY_NEVER_INLINE __declspec(noinline)
-#elif JSON_HEDLEY_PGI_VERSION_CHECK(10,2,0)
-    #define JSON_HEDLEY_NEVER_INLINE _Pragma("noinline")
-#elif JSON_HEDLEY_TI_CL6X_VERSION_CHECK(6,0,0) && defined(__cplusplus)
-    #define JSON_HEDLEY_NEVER_INLINE _Pragma("FUNC_CANNOT_INLINE;")
-#elif JSON_HEDLEY_IAR_VERSION_CHECK(8,0,0)
-    #define JSON_HEDLEY_NEVER_INLINE _Pragma("inline=never")
-#elif JSON_HEDLEY_COMPCERT_VERSION_CHECK(3,2,0)
-    #define JSON_HEDLEY_NEVER_INLINE __attribute((noinline))
-#elif JSON_HEDLEY_PELLES_VERSION_CHECK(9,0,0)
-    #define JSON_HEDLEY_NEVER_INLINE __declspec(noinline)
-#else
-    #define JSON_HEDLEY_NEVER_INLINE
-#endif
-
-#if defined(JSON_HEDLEY_PRIVATE)
-    #undef JSON_HEDLEY_PRIVATE
-#endif
-#if defined(JSON_HEDLEY_PUBLIC)
-    #undef JSON_HEDLEY_PUBLIC
-#endif
-#if defined(JSON_HEDLEY_IMPORT)
-    #undef JSON_HEDLEY_IMPORT
-#endif
-#if defined(_WIN32) || defined(__CYGWIN__)
-#  define JSON_HEDLEY_PRIVATE
-#  define JSON_HEDLEY_PUBLIC   __declspec(dllexport)
-#  define JSON_HEDLEY_IMPORT   __declspec(dllimport)
-#else
-#  if \
-    JSON_HEDLEY_HAS_ATTRIBUTE(visibility) || \
-    JSON_HEDLEY_GCC_VERSION_CHECK(3,3,0) || \
-    JSON_HEDLEY_SUNPRO_VERSION_CHECK(5,11,0) || \
-    JSON_HEDLEY_INTEL_VERSION_CHECK(13,0,0) || \
-    JSON_HEDLEY_ARM_VERSION_CHECK(4,1,0) || \
-    JSON_HEDLEY_IBM_VERSION_CHECK(13,1,0) || \
-    ( \
-      defined(__TI_EABI__) && \
-      ( \
-        (JSON_HEDLEY_TI_CL6X_VERSION_CHECK(7,2,0) && defined(__TI_GNU_ATTRIBUTE_SUPPORT__)) || \
-        JSON_HEDLEY_TI_CL6X_VERSION_CHECK(7,5,0) \
-      ) \
-    ) || \
-    JSON_HEDLEY_MCST_LCC_VERSION_CHECK(1,25,10)
-#    define JSON_HEDLEY_PRIVATE __attribute__((__visibility__("hidden")))
-#    define JSON_HEDLEY_PUBLIC  __attribute__((__visibility__("default")))
-#  else
-#    define JSON_HEDLEY_PRIVATE
-#    define JSON_HEDLEY_PUBLIC
-#  endif
-#  define JSON_HEDLEY_IMPORT    extern
-#endif
-
-#if defined(JSON_HEDLEY_NO_THROW)
-    #undef JSON_HEDLEY_NO_THROW
-#endif
-#if \
-    JSON_HEDLEY_HAS_ATTRIBUTE(nothrow) || \
-    JSON_HEDLEY_GCC_VERSION_CHECK(3,3,0) || \
-    JSON_HEDLEY_INTEL_VERSION_CHECK(13,0,0) || \
-    JSON_HEDLEY_MCST_LCC_VERSION_CHECK(1,25,10)
-    #define JSON_HEDLEY_NO_THROW __attribute__((__nothrow__))
-#elif \
-    JSON_HEDLEY_MSVC_VERSION_CHECK(13,1,0) || \
-    JSON_HEDLEY_INTEL_CL_VERSION_CHECK(2021,1,0) || \
-    JSON_HEDLEY_ARM_VERSION_CHECK(4,1,0)
-    #define JSON_HEDLEY_NO_THROW __declspec(nothrow)
-#else
-    #define JSON_HEDLEY_NO_THROW
-#endif
-
-#if defined(JSON_HEDLEY_FALL_THROUGH)
-    #undef JSON_HEDLEY_FALL_THROUGH
-#endif
-#if \
-    JSON_HEDLEY_HAS_ATTRIBUTE(fallthrough) || \
-    JSON_HEDLEY_GCC_VERSION_CHECK(7,0,0) || \
-    JSON_HEDLEY_MCST_LCC_VERSION_CHECK(1,25,10)
-    #define JSON_HEDLEY_FALL_THROUGH __attribute__((__fallthrough__))
-#elif JSON_HEDLEY_HAS_CPP_ATTRIBUTE_NS(clang,fallthrough)
-    #define JSON_HEDLEY_FALL_THROUGH JSON_HEDLEY_DIAGNOSTIC_DISABLE_CPP98_COMPAT_WRAP_([[clang::fallthrough]])
-#elif JSON_HEDLEY_HAS_CPP_ATTRIBUTE(fallthrough)
-    #define JSON_HEDLEY_FALL_THROUGH JSON_HEDLEY_DIAGNOSTIC_DISABLE_CPP98_COMPAT_WRAP_([[fallthrough]])
-#elif defined(__fallthrough) /* SAL */
-    #define JSON_HEDLEY_FALL_THROUGH __fallthrough
-#else
-    #define JSON_HEDLEY_FALL_THROUGH
-#endif
-
-#if defined(JSON_HEDLEY_RETURNS_NON_NULL)
-    #undef JSON_HEDLEY_RETURNS_NON_NULL
-#endif
-#if \
-    JSON_HEDLEY_HAS_ATTRIBUTE(returns_nonnull) || \
-    JSON_HEDLEY_GCC_VERSION_CHECK(4,9,0) || \
-    JSON_HEDLEY_MCST_LCC_VERSION_CHECK(1,25,10)
-    #define JSON_HEDLEY_RETURNS_NON_NULL __attribute__((__returns_nonnull__))
-#elif defined(_Ret_notnull_) /* SAL */
-    #define JSON_HEDLEY_RETURNS_NON_NULL _Ret_notnull_
-#else
-    #define JSON_HEDLEY_RETURNS_NON_NULL
-#endif
-
-#if defined(JSON_HEDLEY_ARRAY_PARAM)
-    #undef JSON_HEDLEY_ARRAY_PARAM
-#endif
-#if \
-    defined(__STDC_VERSION__) && (__STDC_VERSION__ >= 199901L) && \
-    !defined(__STDC_NO_VLA__) && \
-    !defined(__cplusplus) && \
-    !defined(JSON_HEDLEY_PGI_VERSION) && \
-    !defined(JSON_HEDLEY_TINYC_VERSION)
-    #define JSON_HEDLEY_ARRAY_PARAM(name) (name)
-#else
-    #define JSON_HEDLEY_ARRAY_PARAM(name)
-#endif
-
-#if defined(JSON_HEDLEY_IS_CONSTANT)
-    #undef JSON_HEDLEY_IS_CONSTANT
-#endif
-#if defined(JSON_HEDLEY_REQUIRE_CONSTEXPR)
-    #undef JSON_HEDLEY_REQUIRE_CONSTEXPR
-#endif
-/* JSON_HEDLEY_IS_CONSTEXPR_ is for
-   HEDLEY INTERNAL USE ONLY.  API subject to change without notice. */
-#if defined(JSON_HEDLEY_IS_CONSTEXPR_)
-    #undef JSON_HEDLEY_IS_CONSTEXPR_
-#endif
-#if \
-    JSON_HEDLEY_HAS_BUILTIN(__builtin_constant_p) || \
-    JSON_HEDLEY_GCC_VERSION_CHECK(3,4,0) || \
-    JSON_HEDLEY_INTEL_VERSION_CHECK(13,0,0) || \
-    JSON_HEDLEY_TINYC_VERSION_CHECK(0,9,19) || \
-    JSON_HEDLEY_ARM_VERSION_CHECK(4,1,0) || \
-    JSON_HEDLEY_IBM_VERSION_CHECK(13,1,0) || \
-    JSON_HEDLEY_TI_CL6X_VERSION_CHECK(6,1,0) || \
-    (JSON_HEDLEY_SUNPRO_VERSION_CHECK(5,10,0) && !defined(__cplusplus)) || \
-    JSON_HEDLEY_CRAY_VERSION_CHECK(8,1,0) || \
-    JSON_HEDLEY_MCST_LCC_VERSION_CHECK(1,25,10)
-    #define JSON_HEDLEY_IS_CONSTANT(expr) __builtin_constant_p(expr)
-#endif
-#if !defined(__cplusplus)
-#  if \
-       JSON_HEDLEY_HAS_BUILTIN(__builtin_types_compatible_p) || \
-       JSON_HEDLEY_GCC_VERSION_CHECK(3,4,0) || \
-       JSON_HEDLEY_INTEL_VERSION_CHECK(13,0,0) || \
-       JSON_HEDLEY_IBM_VERSION_CHECK(13,1,0) || \
-       JSON_HEDLEY_CRAY_VERSION_CHECK(8,1,0) || \
-       JSON_HEDLEY_ARM_VERSION_CHECK(5,4,0) || \
-       JSON_HEDLEY_TINYC_VERSION_CHECK(0,9,24)
-#if defined(__INTPTR_TYPE__)
-    #define JSON_HEDLEY_IS_CONSTEXPR_(expr) __builtin_types_compatible_p(__typeof__((1 ? (void*) ((__INTPTR_TYPE__) ((expr) * 0)) : (int*) 0)), int*)
-#else
-    #include <stdint.h>
-    #define JSON_HEDLEY_IS_CONSTEXPR_(expr) __builtin_types_compatible_p(__typeof__((1 ? (void*) ((intptr_t) ((expr) * 0)) : (int*) 0)), int*)
-#endif
-#  elif \
-       ( \
-          defined(__STDC_VERSION__) && (__STDC_VERSION__ >= 201112L) && \
-          !defined(JSON_HEDLEY_SUNPRO_VERSION) && \
-          !defined(JSON_HEDLEY_PGI_VERSION) && \
-          !defined(JSON_HEDLEY_IAR_VERSION)) || \
-       (JSON_HEDLEY_HAS_EXTENSION(c_generic_selections) && !defined(JSON_HEDLEY_IAR_VERSION)) || \
-       JSON_HEDLEY_GCC_VERSION_CHECK(4,9,0) || \
-       JSON_HEDLEY_INTEL_VERSION_CHECK(17,0,0) || \
-       JSON_HEDLEY_IBM_VERSION_CHECK(12,1,0) || \
-       JSON_HEDLEY_ARM_VERSION_CHECK(5,3,0)
-#if defined(__INTPTR_TYPE__)
-    #define JSON_HEDLEY_IS_CONSTEXPR_(expr) _Generic((1 ? (void*) ((__INTPTR_TYPE__) ((expr) * 0)) : (int*) 0), int*: 1, void*: 0)
-#else
-    #include <stdint.h>
-    #define JSON_HEDLEY_IS_CONSTEXPR_(expr) _Generic((1 ? (void*) ((intptr_t) * 0) : (int*) 0), int*: 1, void*: 0)
-#endif
-#  elif \
-       defined(JSON_HEDLEY_GCC_VERSION) || \
-       defined(JSON_HEDLEY_INTEL_VERSION) || \
-       defined(JSON_HEDLEY_TINYC_VERSION) || \
-       defined(JSON_HEDLEY_TI_ARMCL_VERSION) || \
-       JSON_HEDLEY_TI_CL430_VERSION_CHECK(18,12,0) || \
-       defined(JSON_HEDLEY_TI_CL2000_VERSION) || \
-       defined(JSON_HEDLEY_TI_CL6X_VERSION) || \
-       defined(JSON_HEDLEY_TI_CL7X_VERSION) || \
-       defined(JSON_HEDLEY_TI_CLPRU_VERSION) || \
-       defined(__clang__)
-#    define JSON_HEDLEY_IS_CONSTEXPR_(expr) ( \
-        sizeof(void) != \
-        sizeof(*( \
-                  1 ? \
-                  ((void*) ((expr) * 0L) ) : \
-((struct { char v[sizeof(void) * 2]; } *) 1) \
-                ) \
-              ) \
-                                            )
-#  endif
-#endif
-#if defined(JSON_HEDLEY_IS_CONSTEXPR_)
-    #if !defined(JSON_HEDLEY_IS_CONSTANT)
-        #define JSON_HEDLEY_IS_CONSTANT(expr) JSON_HEDLEY_IS_CONSTEXPR_(expr)
-    #endif
-    #define JSON_HEDLEY_REQUIRE_CONSTEXPR(expr) (JSON_HEDLEY_IS_CONSTEXPR_(expr) ? (expr) : (-1))
-#else
-    #if !defined(JSON_HEDLEY_IS_CONSTANT)
-        #define JSON_HEDLEY_IS_CONSTANT(expr) (0)
-    #endif
-    #define JSON_HEDLEY_REQUIRE_CONSTEXPR(expr) (expr)
-#endif
-
-#if defined(JSON_HEDLEY_BEGIN_C_DECLS)
-    #undef JSON_HEDLEY_BEGIN_C_DECLS
-#endif
-#if defined(JSON_HEDLEY_END_C_DECLS)
-    #undef JSON_HEDLEY_END_C_DECLS
-#endif
-#if defined(JSON_HEDLEY_C_DECL)
-    #undef JSON_HEDLEY_C_DECL
-#endif
-#if defined(__cplusplus)
-    #define JSON_HEDLEY_BEGIN_C_DECLS extern "C" {
-    #define JSON_HEDLEY_END_C_DECLS }
-    #define JSON_HEDLEY_C_DECL extern "C"
-#else
-    #define JSON_HEDLEY_BEGIN_C_DECLS
-    #define JSON_HEDLEY_END_C_DECLS
-    #define JSON_HEDLEY_C_DECL
-#endif
-
-#if defined(JSON_HEDLEY_STATIC_ASSERT)
-    #undef JSON_HEDLEY_STATIC_ASSERT
-#endif
-#if \
-  !defined(__cplusplus) && ( \
-      (defined(__STDC_VERSION__) && (__STDC_VERSION__ >= 201112L)) || \
-      (JSON_HEDLEY_HAS_FEATURE(c_static_assert) && !defined(JSON_HEDLEY_INTEL_CL_VERSION)) || \
-      JSON_HEDLEY_GCC_VERSION_CHECK(6,0,0) || \
-      JSON_HEDLEY_INTEL_VERSION_CHECK(13,0,0) || \
-      defined(_Static_assert) \
-    )
-#  define JSON_HEDLEY_STATIC_ASSERT(expr, message) _Static_assert(expr, message)
-#elif \
-  (defined(__cplusplus) && (__cplusplus >= 201103L)) || \
-  JSON_HEDLEY_MSVC_VERSION_CHECK(16,0,0) || \
-  JSON_HEDLEY_INTEL_CL_VERSION_CHECK(2021,1,0)
-#  define JSON_HEDLEY_STATIC_ASSERT(expr, message) JSON_HEDLEY_DIAGNOSTIC_DISABLE_CPP98_COMPAT_WRAP_(static_assert(expr, message))
-#else
-#  define JSON_HEDLEY_STATIC_ASSERT(expr, message)
-#endif
-
-#if defined(JSON_HEDLEY_NULL)
-    #undef JSON_HEDLEY_NULL
-#endif
-#if defined(__cplusplus)
-    #if __cplusplus >= 201103L
-        #define JSON_HEDLEY_NULL JSON_HEDLEY_DIAGNOSTIC_DISABLE_CPP98_COMPAT_WRAP_(nullptr)
-    #elif defined(NULL)
-        #define JSON_HEDLEY_NULL NULL
-    #else
-        #define JSON_HEDLEY_NULL JSON_HEDLEY_STATIC_CAST(void*, 0)
-    #endif
-#elif defined(NULL)
-    #define JSON_HEDLEY_NULL NULL
-#else
-    #define JSON_HEDLEY_NULL ((void*) 0)
-#endif
-
-#if defined(JSON_HEDLEY_MESSAGE)
-    #undef JSON_HEDLEY_MESSAGE
-#endif
-#if JSON_HEDLEY_HAS_WARNING("-Wunknown-pragmas")
-#  define JSON_HEDLEY_MESSAGE(msg) \
-    JSON_HEDLEY_DIAGNOSTIC_PUSH \
-    JSON_HEDLEY_DIAGNOSTIC_DISABLE_UNKNOWN_PRAGMAS \
-    JSON_HEDLEY_PRAGMA(message msg) \
-    JSON_HEDLEY_DIAGNOSTIC_POP
-#elif \
-  JSON_HEDLEY_GCC_VERSION_CHECK(4,4,0) || \
-  JSON_HEDLEY_INTEL_VERSION_CHECK(13,0,0)
-#  define JSON_HEDLEY_MESSAGE(msg) JSON_HEDLEY_PRAGMA(message msg)
-#elif JSON_HEDLEY_CRAY_VERSION_CHECK(5,0,0)
-#  define JSON_HEDLEY_MESSAGE(msg) JSON_HEDLEY_PRAGMA(_CRI message msg)
-#elif JSON_HEDLEY_IAR_VERSION_CHECK(8,0,0)
-#  define JSON_HEDLEY_MESSAGE(msg) JSON_HEDLEY_PRAGMA(message(msg))
-#elif JSON_HEDLEY_PELLES_VERSION_CHECK(2,0,0)
-#  define JSON_HEDLEY_MESSAGE(msg) JSON_HEDLEY_PRAGMA(message(msg))
-#else
-#  define JSON_HEDLEY_MESSAGE(msg)
-#endif
-
-#if defined(JSON_HEDLEY_WARNING)
-    #undef JSON_HEDLEY_WARNING
-#endif
-#if JSON_HEDLEY_HAS_WARNING("-Wunknown-pragmas")
-#  define JSON_HEDLEY_WARNING(msg) \
-    JSON_HEDLEY_DIAGNOSTIC_PUSH \
-    JSON_HEDLEY_DIAGNOSTIC_DISABLE_UNKNOWN_PRAGMAS \
-    JSON_HEDLEY_PRAGMA(clang warning msg) \
-    JSON_HEDLEY_DIAGNOSTIC_POP
-#elif \
-  JSON_HEDLEY_GCC_VERSION_CHECK(4,8,0) || \
-  JSON_HEDLEY_PGI_VERSION_CHECK(18,4,0) || \
-  JSON_HEDLEY_INTEL_VERSION_CHECK(13,0,0)
-#  define JSON_HEDLEY_WARNING(msg) JSON_HEDLEY_PRAGMA(GCC warning msg)
-#elif \
-  JSON_HEDLEY_MSVC_VERSION_CHECK(15,0,0) || \
-  JSON_HEDLEY_INTEL_CL_VERSION_CHECK(2021,1,0)
-#  define JSON_HEDLEY_WARNING(msg) JSON_HEDLEY_PRAGMA(message(msg))
-#else
-#  define JSON_HEDLEY_WARNING(msg) JSON_HEDLEY_MESSAGE(msg)
-#endif
-
-#if defined(JSON_HEDLEY_REQUIRE)
-    #undef JSON_HEDLEY_REQUIRE
-#endif
-#if defined(JSON_HEDLEY_REQUIRE_MSG)
-    #undef JSON_HEDLEY_REQUIRE_MSG
-#endif
-#if JSON_HEDLEY_HAS_ATTRIBUTE(diagnose_if)
-#  if JSON_HEDLEY_HAS_WARNING("-Wgcc-compat")
-#    define JSON_HEDLEY_REQUIRE(expr) \
-    JSON_HEDLEY_DIAGNOSTIC_PUSH \
-    _Pragma("clang diagnostic ignored \"-Wgcc-compat\"") \
-    __attribute__((diagnose_if(!(expr), #expr, "error"))) \
-    JSON_HEDLEY_DIAGNOSTIC_POP
-#    define JSON_HEDLEY_REQUIRE_MSG(expr,msg) \
-    JSON_HEDLEY_DIAGNOSTIC_PUSH \
-    _Pragma("clang diagnostic ignored \"-Wgcc-compat\"") \
-    __attribute__((diagnose_if(!(expr), msg, "error"))) \
-    JSON_HEDLEY_DIAGNOSTIC_POP
-#  else
-#    define JSON_HEDLEY_REQUIRE(expr) __attribute__((diagnose_if(!(expr), #expr, "error")))
-#    define JSON_HEDLEY_REQUIRE_MSG(expr,msg) __attribute__((diagnose_if(!(expr), msg, "error")))
-#  endif
-#else
-#  define JSON_HEDLEY_REQUIRE(expr)
-#  define JSON_HEDLEY_REQUIRE_MSG(expr,msg)
-#endif
-
-#if defined(JSON_HEDLEY_FLAGS)
-    #undef JSON_HEDLEY_FLAGS
-#endif
-#if JSON_HEDLEY_HAS_ATTRIBUTE(flag_enum) && (!defined(__cplusplus) || JSON_HEDLEY_HAS_WARNING("-Wbitfield-enum-conversion"))
-    #define JSON_HEDLEY_FLAGS __attribute__((__flag_enum__))
-#else
-    #define JSON_HEDLEY_FLAGS
-#endif
-
-#if defined(JSON_HEDLEY_FLAGS_CAST)
-    #undef JSON_HEDLEY_FLAGS_CAST
-#endif
-#if JSON_HEDLEY_INTEL_VERSION_CHECK(19,0,0)
-#  define JSON_HEDLEY_FLAGS_CAST(T, expr) (__extension__ ({ \
-        JSON_HEDLEY_DIAGNOSTIC_PUSH \
-        _Pragma("warning(disable:188)") \
-        ((T) (expr)); \
-        JSON_HEDLEY_DIAGNOSTIC_POP \
-    }))
-#else
-#  define JSON_HEDLEY_FLAGS_CAST(T, expr) JSON_HEDLEY_STATIC_CAST(T, expr)
-#endif
-
-#if defined(JSON_HEDLEY_EMPTY_BASES)
-    #undef JSON_HEDLEY_EMPTY_BASES
-#endif
-#if \
-    (JSON_HEDLEY_MSVC_VERSION_CHECK(19,0,23918) && !JSON_HEDLEY_MSVC_VERSION_CHECK(20,0,0)) || \
-    JSON_HEDLEY_INTEL_CL_VERSION_CHECK(2021,1,0)
-    #define JSON_HEDLEY_EMPTY_BASES __declspec(empty_bases)
-#else
-    #define JSON_HEDLEY_EMPTY_BASES
-#endif
-
-/* Remaining macros are deprecated. */
-
-#if defined(JSON_HEDLEY_GCC_NOT_CLANG_VERSION_CHECK)
-    #undef JSON_HEDLEY_GCC_NOT_CLANG_VERSION_CHECK
-#endif
-#if defined(__clang__)
-    #define JSON_HEDLEY_GCC_NOT_CLANG_VERSION_CHECK(major,minor,patch) (0)
-#else
-    #define JSON_HEDLEY_GCC_NOT_CLANG_VERSION_CHECK(major,minor,patch) JSON_HEDLEY_GCC_VERSION_CHECK(major,minor,patch)
-#endif
-
-#if defined(JSON_HEDLEY_CLANG_HAS_ATTRIBUTE)
-    #undef JSON_HEDLEY_CLANG_HAS_ATTRIBUTE
-#endif
-#define JSON_HEDLEY_CLANG_HAS_ATTRIBUTE(attribute) JSON_HEDLEY_HAS_ATTRIBUTE(attribute)
-
-#if defined(JSON_HEDLEY_CLANG_HAS_CPP_ATTRIBUTE)
-    #undef JSON_HEDLEY_CLANG_HAS_CPP_ATTRIBUTE
-#endif
-#define JSON_HEDLEY_CLANG_HAS_CPP_ATTRIBUTE(attribute) JSON_HEDLEY_HAS_CPP_ATTRIBUTE(attribute)
-
-#if defined(JSON_HEDLEY_CLANG_HAS_BUILTIN)
-    #undef JSON_HEDLEY_CLANG_HAS_BUILTIN
-#endif
-#define JSON_HEDLEY_CLANG_HAS_BUILTIN(builtin) JSON_HEDLEY_HAS_BUILTIN(builtin)
-
-#if defined(JSON_HEDLEY_CLANG_HAS_FEATURE)
-    #undef JSON_HEDLEY_CLANG_HAS_FEATURE
-#endif
-#define JSON_HEDLEY_CLANG_HAS_FEATURE(feature) JSON_HEDLEY_HAS_FEATURE(feature)
-
-#if defined(JSON_HEDLEY_CLANG_HAS_EXTENSION)
-    #undef JSON_HEDLEY_CLANG_HAS_EXTENSION
-#endif
-#define JSON_HEDLEY_CLANG_HAS_EXTENSION(extension) JSON_HEDLEY_HAS_EXTENSION(extension)
-
-#if defined(JSON_HEDLEY_CLANG_HAS_DECLSPEC_DECLSPEC_ATTRIBUTE)
-    #undef JSON_HEDLEY_CLANG_HAS_DECLSPEC_DECLSPEC_ATTRIBUTE
-#endif
-#define JSON_HEDLEY_CLANG_HAS_DECLSPEC_ATTRIBUTE(attribute) JSON_HEDLEY_HAS_DECLSPEC_ATTRIBUTE(attribute)
-
-#if defined(JSON_HEDLEY_CLANG_HAS_WARNING)
-    #undef JSON_HEDLEY_CLANG_HAS_WARNING
-#endif
-#define JSON_HEDLEY_CLANG_HAS_WARNING(warning) JSON_HEDLEY_HAS_WARNING(warning)
-
-#endif /* !defined(JSON_HEDLEY_VERSION) || (JSON_HEDLEY_VERSION < X) */
-
-
-// This file contains all internal macro definitions (except those affecting ABI)
-// You MUST include macro_unscope.hpp at the end of json.hpp to undef all of them
-
-// #include <nlohmann/detail/abi_macros.hpp>
-
-
-// exclude unsupported compilers
-#if !defined(JSON_SKIP_UNSUPPORTED_COMPILER_CHECK)
-    #if defined(__clang__)
-        #if (__clang_major__ * 10000 + __clang_minor__ * 100 + __clang_patchlevel__) < 30400
-            #error "unsupported Clang version - see https://github.com/nlohmann/json#supported-compilers"
-        #endif
-    #elif defined(__GNUC__) && !(defined(__ICC) || defined(__INTEL_COMPILER))
-        #if (__GNUC__ * 10000 + __GNUC_MINOR__ * 100 + __GNUC_PATCHLEVEL__) < 40800
-            #error "unsupported GCC version - see https://github.com/nlohmann/json#supported-compilers"
-        #endif
-    #endif
-#endif
-
-// C++ language standard detection
-// if the user manually specified the used c++ version this is skipped
-#if !defined(JSON_HAS_CPP_20) && !defined(JSON_HAS_CPP_17) && !defined(JSON_HAS_CPP_14) && !defined(JSON_HAS_CPP_11)
-    #if (defined(__cplusplus) && __cplusplus >= 202002L) || (defined(_MSVC_LANG) && _MSVC_LANG >= 202002L)
-        #define JSON_HAS_CPP_20
-        #define JSON_HAS_CPP_17
-        #define JSON_HAS_CPP_14
-    #elif (defined(__cplusplus) && __cplusplus >= 201703L) || (defined(_HAS_CXX17) && _HAS_CXX17 == 1) // fix for issue #464
-        #define JSON_HAS_CPP_17
-        #define JSON_HAS_CPP_14
-    #elif (defined(__cplusplus) && __cplusplus >= 201402L) || (defined(_HAS_CXX14) && _HAS_CXX14 == 1)
-        #define JSON_HAS_CPP_14
-    #endif
-    // the cpp 11 flag is always specified because it is the minimal required version
-    #define JSON_HAS_CPP_11
-#endif
-
-#ifdef __has_include
-    #if __has_include(<version>)
-        #include <version>
-    #endif
-#endif
-
-#if !defined(JSON_HAS_FILESYSTEM) && !defined(JSON_HAS_EXPERIMENTAL_FILESYSTEM)
-    #ifdef JSON_HAS_CPP_17
-        #if defined(__cpp_lib_filesystem)
-            #define JSON_HAS_FILESYSTEM 1
-        #elif defined(__cpp_lib_experimental_filesystem)
-            #define JSON_HAS_EXPERIMENTAL_FILESYSTEM 1
-        #elif !defined(__has_include)
-            #define JSON_HAS_EXPERIMENTAL_FILESYSTEM 1
-        #elif __has_include(<filesystem>)
-            #define JSON_HAS_FILESYSTEM 1
-        #elif __has_include(<experimental/filesystem>)
-            #define JSON_HAS_EXPERIMENTAL_FILESYSTEM 1
-        #endif
-
-        // std::filesystem does not work on MinGW GCC 8: https://sourceforge.net/p/mingw-w64/bugs/737/
-        #if defined(__MINGW32__) && defined(__GNUC__) && __GNUC__ == 8
-            #undef JSON_HAS_FILESYSTEM
-            #undef JSON_HAS_EXPERIMENTAL_FILESYSTEM
-        #endif
-
-        // no filesystem support before GCC 8: https://en.cppreference.com/w/cpp/compiler_support
-        #if defined(__GNUC__) && !defined(__clang__) && __GNUC__ < 8
-            #undef JSON_HAS_FILESYSTEM
-            #undef JSON_HAS_EXPERIMENTAL_FILESYSTEM
-        #endif
-
-        // no filesystem support before Clang 7: https://en.cppreference.com/w/cpp/compiler_support
-        #if defined(__clang_major__) && __clang_major__ < 7
-            #undef JSON_HAS_FILESYSTEM
-            #undef JSON_HAS_EXPERIMENTAL_FILESYSTEM
-        #endif
-
-        // no filesystem support before MSVC 19.14: https://en.cppreference.com/w/cpp/compiler_support
-        #if defined(_MSC_VER) && _MSC_VER < 1914
-            #undef JSON_HAS_FILESYSTEM
-            #undef JSON_HAS_EXPERIMENTAL_FILESYSTEM
-        #endif
-
-        // no filesystem support before iOS 13
-        #if defined(__IPHONE_OS_VERSION_MIN_REQUIRED) && __IPHONE_OS_VERSION_MIN_REQUIRED < 130000
-            #undef JSON_HAS_FILESYSTEM
-            #undef JSON_HAS_EXPERIMENTAL_FILESYSTEM
-        #endif
-
-        // no filesystem support before macOS Catalina
-        #if defined(__MAC_OS_X_VERSION_MIN_REQUIRED) && __MAC_OS_X_VERSION_MIN_REQUIRED < 101500
-            #undef JSON_HAS_FILESYSTEM
-            #undef JSON_HAS_EXPERIMENTAL_FILESYSTEM
-        #endif
-    #endif
-#endif
-
-#ifndef JSON_HAS_EXPERIMENTAL_FILESYSTEM
-    #define JSON_HAS_EXPERIMENTAL_FILESYSTEM 0
-#endif
-
-#ifndef JSON_HAS_FILESYSTEM
-    #define JSON_HAS_FILESYSTEM 0
-#endif
-
-#ifndef JSON_HAS_THREE_WAY_COMPARISON
-    #if defined(__cpp_impl_three_way_comparison) && __cpp_impl_three_way_comparison >= 201907L \
-        && defined(__cpp_lib_three_way_comparison) && __cpp_lib_three_way_comparison >= 201907L
-        #define JSON_HAS_THREE_WAY_COMPARISON 1
-    #else
-        #define JSON_HAS_THREE_WAY_COMPARISON 0
-    #endif
-#endif
-
-#ifndef JSON_HAS_RANGES
-    // ranges header shipping in GCC 11.1.0 (released 2021-04-27) has syntax error
-    #if defined(__GLIBCXX__) && __GLIBCXX__ == 20210427
-        #define JSON_HAS_RANGES 0
-    #elif defined(__cpp_lib_ranges)
-        #define JSON_HAS_RANGES 1
-    #else
-        #define JSON_HAS_RANGES 0
-    #endif
-#endif
-
-#ifdef JSON_HAS_CPP_17
-    #define JSON_INLINE_VARIABLE inline
-#else
-    #define JSON_INLINE_VARIABLE
-#endif
-
-#if JSON_HEDLEY_HAS_ATTRIBUTE(no_unique_address)
-    #define JSON_NO_UNIQUE_ADDRESS [[no_unique_address]]
-#else
-    #define JSON_NO_UNIQUE_ADDRESS
-#endif
-
-// disable documentation warnings on clang
-#if defined(__clang__)
-    #pragma clang diagnostic push
-    #pragma clang diagnostic ignored "-Wdocumentation"
-    #pragma clang diagnostic ignored "-Wdocumentation-unknown-command"
-#endif
-
-// allow disabling exceptions
-#if (defined(__cpp_exceptions) || defined(__EXCEPTIONS) || defined(_CPPUNWIND)) && !defined(JSON_NOEXCEPTION)
-    #define JSON_THROW(exception) throw exception
-    #define JSON_TRY try
-    #define JSON_CATCH(exception) catch(exception)
-    #define JSON_INTERNAL_CATCH(exception) catch(exception)
-#else
-    #include <cstdlib>
-    #define JSON_THROW(exception) std::abort()
-    #define JSON_TRY if(true)
-    #define JSON_CATCH(exception) if(false)
-    #define JSON_INTERNAL_CATCH(exception) if(false)
-#endif
-
-// override exception macros
-#if defined(JSON_THROW_USER)
-    #undef JSON_THROW
-    #define JSON_THROW JSON_THROW_USER
-#endif
-#if defined(JSON_TRY_USER)
-    #undef JSON_TRY
-    #define JSON_TRY JSON_TRY_USER
-#endif
-#if defined(JSON_CATCH_USER)
-    #undef JSON_CATCH
-    #define JSON_CATCH JSON_CATCH_USER
-    #undef JSON_INTERNAL_CATCH
-    #define JSON_INTERNAL_CATCH JSON_CATCH_USER
-#endif
-#if defined(JSON_INTERNAL_CATCH_USER)
-    #undef JSON_INTERNAL_CATCH
-    #define JSON_INTERNAL_CATCH JSON_INTERNAL_CATCH_USER
-#endif
-
-// allow overriding assert
-#if !defined(JSON_ASSERT)
-    #include <cassert> // assert
-    #define JSON_ASSERT(x) assert(x)
-#endif
-
-// allow to access some private functions (needed by the test suite)
-#if defined(JSON_TESTS_PRIVATE)
-    #define JSON_PRIVATE_UNLESS_TESTED public
-#else
-    #define JSON_PRIVATE_UNLESS_TESTED private
-#endif
-
-/*!
-@brief macro to briefly define a mapping between an enum and JSON
-@def NLOHMANN_JSON_SERIALIZE_ENUM
-@since version 3.4.0
-*/
-#define NLOHMANN_JSON_SERIALIZE_ENUM(ENUM_TYPE, ...)                                            \
-    template<typename BasicJsonType>                                                            \
-    inline void to_json(BasicJsonType& j, const ENUM_TYPE& e)                                   \
-    {                                                                                           \
-        static_assert(std::is_enum<ENUM_TYPE>::value, #ENUM_TYPE " must be an enum!");          \
-        static const std::pair<ENUM_TYPE, BasicJsonType> m[] = __VA_ARGS__;                     \
-        auto it = std::find_if(std::begin(m), std::end(m),                                      \
-                               [e](const std::pair<ENUM_TYPE, BasicJsonType>& ej_pair) -> bool  \
-        {                                                                                       \
-            return ej_pair.first == e;                                                          \
-        });                                                                                     \
-        j = ((it != std::end(m)) ? it : std::begin(m))->second;                                 \
-    }                                                                                           \
-    template<typename BasicJsonType>                                                            \
-    inline void from_json(const BasicJsonType& j, ENUM_TYPE& e)                                 \
-    {                                                                                           \
-        static_assert(std::is_enum<ENUM_TYPE>::value, #ENUM_TYPE " must be an enum!");          \
-        static const std::pair<ENUM_TYPE, BasicJsonType> m[] = __VA_ARGS__;                     \
-        auto it = std::find_if(std::begin(m), std::end(m),                                      \
-                               [&j](const std::pair<ENUM_TYPE, BasicJsonType>& ej_pair) -> bool \
-        {                                                                                       \
-            return ej_pair.second == j;                                                         \
-        });                                                                                     \
-        e = ((it != std::end(m)) ? it : std::begin(m))->first;                                  \
-    }
-
-// Ugly macros to avoid uglier copy-paste when specializing basic_json. They
-// may be removed in the future once the class is split.
-
-#define NLOHMANN_BASIC_JSON_TPL_DECLARATION                                \
-    template<template<typename, typename, typename...> class ObjectType,   \
-             template<typename, typename...> class ArrayType,              \
-             class StringType, class BooleanType, class NumberIntegerType, \
-             class NumberUnsignedType, class NumberFloatType,              \
-             template<typename> class AllocatorType,                       \
-             template<typename, typename = void> class JSONSerializer,     \
-             class BinaryType>
-
-#define NLOHMANN_BASIC_JSON_TPL                                            \
-    basic_json<ObjectType, ArrayType, StringType, BooleanType,             \
-    NumberIntegerType, NumberUnsignedType, NumberFloatType,                \
-    AllocatorType, JSONSerializer, BinaryType>
-
-// Macros to simplify conversion from/to types
-
-#define NLOHMANN_JSON_EXPAND( x ) x
-#define NLOHMANN_JSON_GET_MACRO(_1, _2, _3, _4, _5, _6, _7, _8, _9, _10, _11, _12, _13, _14, _15, _16, _17, _18, _19, _20, _21, _22, _23, _24, _25, _26, _27, _28, _29, _30, _31, _32, _33, _34, _35, _36, _37, _38, _39, _40, _41, _42, _43, _44, _45, _46, _47, _48, _49, _50, _51, _52, _53, _54, _55, _56, _57, _58, _59, _60, _61, _62, _63, _64, NAME,...) NAME
-#define NLOHMANN_JSON_PASTE(...) NLOHMANN_JSON_EXPAND(NLOHMANN_JSON_GET_MACRO(__VA_ARGS__, \
-        NLOHMANN_JSON_PASTE64, \
-        NLOHMANN_JSON_PASTE63, \
-        NLOHMANN_JSON_PASTE62, \
-        NLOHMANN_JSON_PASTE61, \
-        NLOHMANN_JSON_PASTE60, \
-        NLOHMANN_JSON_PASTE59, \
-        NLOHMANN_JSON_PASTE58, \
-        NLOHMANN_JSON_PASTE57, \
-        NLOHMANN_JSON_PASTE56, \
-        NLOHMANN_JSON_PASTE55, \
-        NLOHMANN_JSON_PASTE54, \
-        NLOHMANN_JSON_PASTE53, \
-        NLOHMANN_JSON_PASTE52, \
-        NLOHMANN_JSON_PASTE51, \
-        NLOHMANN_JSON_PASTE50, \
-        NLOHMANN_JSON_PASTE49, \
-        NLOHMANN_JSON_PASTE48, \
-        NLOHMANN_JSON_PASTE47, \
-        NLOHMANN_JSON_PASTE46, \
-        NLOHMANN_JSON_PASTE45, \
-        NLOHMANN_JSON_PASTE44, \
-        NLOHMANN_JSON_PASTE43, \
-        NLOHMANN_JSON_PASTE42, \
-        NLOHMANN_JSON_PASTE41, \
-        NLOHMANN_JSON_PASTE40, \
-        NLOHMANN_JSON_PASTE39, \
-        NLOHMANN_JSON_PASTE38, \
-        NLOHMANN_JSON_PASTE37, \
-        NLOHMANN_JSON_PASTE36, \
-        NLOHMANN_JSON_PASTE35, \
-        NLOHMANN_JSON_PASTE34, \
-        NLOHMANN_JSON_PASTE33, \
-        NLOHMANN_JSON_PASTE32, \
-        NLOHMANN_JSON_PASTE31, \
-        NLOHMANN_JSON_PASTE30, \
-        NLOHMANN_JSON_PASTE29, \
-        NLOHMANN_JSON_PASTE28, \
-        NLOHMANN_JSON_PASTE27, \
-        NLOHMANN_JSON_PASTE26, \
-        NLOHMANN_JSON_PASTE25, \
-        NLOHMANN_JSON_PASTE24, \
-        NLOHMANN_JSON_PASTE23, \
-        NLOHMANN_JSON_PASTE22, \
-        NLOHMANN_JSON_PASTE21, \
-        NLOHMANN_JSON_PASTE20, \
-        NLOHMANN_JSON_PASTE19, \
-        NLOHMANN_JSON_PASTE18, \
-        NLOHMANN_JSON_PASTE17, \
-        NLOHMANN_JSON_PASTE16, \
-        NLOHMANN_JSON_PASTE15, \
-        NLOHMANN_JSON_PASTE14, \
-        NLOHMANN_JSON_PASTE13, \
-        NLOHMANN_JSON_PASTE12, \
-        NLOHMANN_JSON_PASTE11, \
-        NLOHMANN_JSON_PASTE10, \
-        NLOHMANN_JSON_PASTE9, \
-        NLOHMANN_JSON_PASTE8, \
-        NLOHMANN_JSON_PASTE7, \
-        NLOHMANN_JSON_PASTE6, \
-        NLOHMANN_JSON_PASTE5, \
-        NLOHMANN_JSON_PASTE4, \
-        NLOHMANN_JSON_PASTE3, \
-        NLOHMANN_JSON_PASTE2, \
-        NLOHMANN_JSON_PASTE1)(__VA_ARGS__))
-#define NLOHMANN_JSON_PASTE2(func, v1) func(v1)
-#define NLOHMANN_JSON_PASTE3(func, v1, v2) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE2(func, v2)
-#define NLOHMANN_JSON_PASTE4(func, v1, v2, v3) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE3(func, v2, v3)
-#define NLOHMANN_JSON_PASTE5(func, v1, v2, v3, v4) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE4(func, v2, v3, v4)
-#define NLOHMANN_JSON_PASTE6(func, v1, v2, v3, v4, v5) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE5(func, v2, v3, v4, v5)
-#define NLOHMANN_JSON_PASTE7(func, v1, v2, v3, v4, v5, v6) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE6(func, v2, v3, v4, v5, v6)
-#define NLOHMANN_JSON_PASTE8(func, v1, v2, v3, v4, v5, v6, v7) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE7(func, v2, v3, v4, v5, v6, v7)
-#define NLOHMANN_JSON_PASTE9(func, v1, v2, v3, v4, v5, v6, v7, v8) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE8(func, v2, v3, v4, v5, v6, v7, v8)
-#define NLOHMANN_JSON_PASTE10(func, v1, v2, v3, v4, v5, v6, v7, v8, v9) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE9(func, v2, v3, v4, v5, v6, v7, v8, v9)
-#define NLOHMANN_JSON_PASTE11(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE10(func, v2, v3, v4, v5, v6, v7, v8, v9, v10)
-#define NLOHMANN_JSON_PASTE12(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE11(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11)
-#define NLOHMANN_JSON_PASTE13(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE12(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12)
-#define NLOHMANN_JSON_PASTE14(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE13(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13)
-#define NLOHMANN_JSON_PASTE15(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE14(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14)
-#define NLOHMANN_JSON_PASTE16(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE15(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15)
-#define NLOHMANN_JSON_PASTE17(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE16(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16)
-#define NLOHMANN_JSON_PASTE18(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE17(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17)
-#define NLOHMANN_JSON_PASTE19(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE18(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18)
-#define NLOHMANN_JSON_PASTE20(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE19(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19)
-#define NLOHMANN_JSON_PASTE21(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE20(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20)
-#define NLOHMANN_JSON_PASTE22(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE21(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21)
-#define NLOHMANN_JSON_PASTE23(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE22(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22)
-#define NLOHMANN_JSON_PASTE24(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE23(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23)
-#define NLOHMANN_JSON_PASTE25(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE24(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24)
-#define NLOHMANN_JSON_PASTE26(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE25(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25)
-#define NLOHMANN_JSON_PASTE27(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE26(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26)
-#define NLOHMANN_JSON_PASTE28(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE27(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27)
-#define NLOHMANN_JSON_PASTE29(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE28(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28)
-#define NLOHMANN_JSON_PASTE30(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE29(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29)
-#define NLOHMANN_JSON_PASTE31(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE30(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30)
-#define NLOHMANN_JSON_PASTE32(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE31(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31)
-#define NLOHMANN_JSON_PASTE33(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE32(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32)
-#define NLOHMANN_JSON_PASTE34(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE33(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33)
-#define NLOHMANN_JSON_PASTE35(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE34(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34)
-#define NLOHMANN_JSON_PASTE36(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE35(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35)
-#define NLOHMANN_JSON_PASTE37(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE36(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36)
-#define NLOHMANN_JSON_PASTE38(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE37(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37)
-#define NLOHMANN_JSON_PASTE39(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE38(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38)
-#define NLOHMANN_JSON_PASTE40(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE39(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39)
-#define NLOHMANN_JSON_PASTE41(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE40(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40)
-#define NLOHMANN_JSON_PASTE42(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40, v41) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE41(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40, v41)
-#define NLOHMANN_JSON_PASTE43(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40, v41, v42) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE42(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40, v41, v42)
-#define NLOHMANN_JSON_PASTE44(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40, v41, v42, v43) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE43(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40, v41, v42, v43)
-#define NLOHMANN_JSON_PASTE45(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40, v41, v42, v43, v44) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE44(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40, v41, v42, v43, v44)
-#define NLOHMANN_JSON_PASTE46(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40, v41, v42, v43, v44, v45) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE45(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40, v41, v42, v43, v44, v45)
-#define NLOHMANN_JSON_PASTE47(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40, v41, v42, v43, v44, v45, v46) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE46(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40, v41, v42, v43, v44, v45, v46)
-#define NLOHMANN_JSON_PASTE48(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40, v41, v42, v43, v44, v45, v46, v47) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE47(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40, v41, v42, v43, v44, v45, v46, v47)
-#define NLOHMANN_JSON_PASTE49(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40, v41, v42, v43, v44, v45, v46, v47, v48) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE48(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40, v41, v42, v43, v44, v45, v46, v47, v48)
-#define NLOHMANN_JSON_PASTE50(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40, v41, v42, v43, v44, v45, v46, v47, v48, v49) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE49(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40, v41, v42, v43, v44, v45, v46, v47, v48, v49)
-#define NLOHMANN_JSON_PASTE51(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40, v41, v42, v43, v44, v45, v46, v47, v48, v49, v50) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE50(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40, v41, v42, v43, v44, v45, v46, v47, v48, v49, v50)
-#define NLOHMANN_JSON_PASTE52(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40, v41, v42, v43, v44, v45, v46, v47, v48, v49, v50, v51) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE51(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40, v41, v42, v43, v44, v45, v46, v47, v48, v49, v50, v51)
-#define NLOHMANN_JSON_PASTE53(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40, v41, v42, v43, v44, v45, v46, v47, v48, v49, v50, v51, v52) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE52(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40, v41, v42, v43, v44, v45, v46, v47, v48, v49, v50, v51, v52)
-#define NLOHMANN_JSON_PASTE54(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40, v41, v42, v43, v44, v45, v46, v47, v48, v49, v50, v51, v52, v53) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE53(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40, v41, v42, v43, v44, v45, v46, v47, v48, v49, v50, v51, v52, v53)
-#define NLOHMANN_JSON_PASTE55(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40, v41, v42, v43, v44, v45, v46, v47, v48, v49, v50, v51, v52, v53, v54) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE54(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40, v41, v42, v43, v44, v45, v46, v47, v48, v49, v50, v51, v52, v53, v54)
-#define NLOHMANN_JSON_PASTE56(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40, v41, v42, v43, v44, v45, v46, v47, v48, v49, v50, v51, v52, v53, v54, v55) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE55(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40, v41, v42, v43, v44, v45, v46, v47, v48, v49, v50, v51, v52, v53, v54, v55)
-#define NLOHMANN_JSON_PASTE57(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40, v41, v42, v43, v44, v45, v46, v47, v48, v49, v50, v51, v52, v53, v54, v55, v56) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE56(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40, v41, v42, v43, v44, v45, v46, v47, v48, v49, v50, v51, v52, v53, v54, v55, v56)
-#define NLOHMANN_JSON_PASTE58(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40, v41, v42, v43, v44, v45, v46, v47, v48, v49, v50, v51, v52, v53, v54, v55, v56, v57) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE57(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40, v41, v42, v43, v44, v45, v46, v47, v48, v49, v50, v51, v52, v53, v54, v55, v56, v57)
-#define NLOHMANN_JSON_PASTE59(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40, v41, v42, v43, v44, v45, v46, v47, v48, v49, v50, v51, v52, v53, v54, v55, v56, v57, v58) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE58(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40, v41, v42, v43, v44, v45, v46, v47, v48, v49, v50, v51, v52, v53, v54, v55, v56, v57, v58)
-#define NLOHMANN_JSON_PASTE60(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40, v41, v42, v43, v44, v45, v46, v47, v48, v49, v50, v51, v52, v53, v54, v55, v56, v57, v58, v59) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE59(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40, v41, v42, v43, v44, v45, v46, v47, v48, v49, v50, v51, v52, v53, v54, v55, v56, v57, v58, v59)
-#define NLOHMANN_JSON_PASTE61(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40, v41, v42, v43, v44, v45, v46, v47, v48, v49, v50, v51, v52, v53, v54, v55, v56, v57, v58, v59, v60) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE60(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40, v41, v42, v43, v44, v45, v46, v47, v48, v49, v50, v51, v52, v53, v54, v55, v56, v57, v58, v59, v60)
-#define NLOHMANN_JSON_PASTE62(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40, v41, v42, v43, v44, v45, v46, v47, v48, v49, v50, v51, v52, v53, v54, v55, v56, v57, v58, v59, v60, v61) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE61(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40, v41, v42, v43, v44, v45, v46, v47, v48, v49, v50, v51, v52, v53, v54, v55, v56, v57, v58, v59, v60, v61)
-#define NLOHMANN_JSON_PASTE63(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40, v41, v42, v43, v44, v45, v46, v47, v48, v49, v50, v51, v52, v53, v54, v55, v56, v57, v58, v59, v60, v61, v62) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE62(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40, v41, v42, v43, v44, v45, v46, v47, v48, v49, v50, v51, v52, v53, v54, v55, v56, v57, v58, v59, v60, v61, v62)
-#define NLOHMANN_JSON_PASTE64(func, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40, v41, v42, v43, v44, v45, v46, v47, v48, v49, v50, v51, v52, v53, v54, v55, v56, v57, v58, v59, v60, v61, v62, v63) NLOHMANN_JSON_PASTE2(func, v1) NLOHMANN_JSON_PASTE63(func, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40, v41, v42, v43, v44, v45, v46, v47, v48, v49, v50, v51, v52, v53, v54, v55, v56, v57, v58, v59, v60, v61, v62, v63)
-
-#define NLOHMANN_JSON_TO(v1) nlohmann_json_j[#v1] = nlohmann_json_t.v1;
-#define NLOHMANN_JSON_FROM(v1) nlohmann_json_j.at(#v1).get_to(nlohmann_json_t.v1);
-#define NLOHMANN_JSON_FROM_WITH_DEFAULT(v1) nlohmann_json_t.v1 = nlohmann_json_j.value(#v1, nlohmann_json_default_obj.v1);
-
-/*!
-@brief macro
-@def NLOHMANN_DEFINE_TYPE_INTRUSIVE
-@since version 3.9.0
-*/
-#define NLOHMANN_DEFINE_TYPE_INTRUSIVE(Type, ...)  \
-    friend void to_json(nlohmann::json& nlohmann_json_j, const Type& nlohmann_json_t) { NLOHMANN_JSON_EXPAND(NLOHMANN_JSON_PASTE(NLOHMANN_JSON_TO, __VA_ARGS__)) } \
-    friend void from_json(const nlohmann::json& nlohmann_json_j, Type& nlohmann_json_t) { NLOHMANN_JSON_EXPAND(NLOHMANN_JSON_PASTE(NLOHMANN_JSON_FROM, __VA_ARGS__)) }
-
-#define NLOHMANN_DEFINE_TYPE_INTRUSIVE_WITH_DEFAULT(Type, ...)  \
-    friend void to_json(nlohmann::json& nlohmann_json_j, const Type& nlohmann_json_t) { NLOHMANN_JSON_EXPAND(NLOHMANN_JSON_PASTE(NLOHMANN_JSON_TO, __VA_ARGS__)) } \
-    friend void from_json(const nlohmann::json& nlohmann_json_j, Type& nlohmann_json_t) { Type nlohmann_json_default_obj; NLOHMANN_JSON_EXPAND(NLOHMANN_JSON_PASTE(NLOHMANN_JSON_FROM_WITH_DEFAULT, __VA_ARGS__)) }
-
-/*!
-@brief macro
-@def NLOHMANN_DEFINE_TYPE_NON_INTRUSIVE
-@since version 3.9.0
-*/
-#define NLOHMANN_DEFINE_TYPE_NON_INTRUSIVE(Type, ...)  \
-    inline void to_json(nlohmann::json& nlohmann_json_j, const Type& nlohmann_json_t) { NLOHMANN_JSON_EXPAND(NLOHMANN_JSON_PASTE(NLOHMANN_JSON_TO, __VA_ARGS__)) } \
-    inline void from_json(const nlohmann::json& nlohmann_json_j, Type& nlohmann_json_t) { NLOHMANN_JSON_EXPAND(NLOHMANN_JSON_PASTE(NLOHMANN_JSON_FROM, __VA_ARGS__)) }
-
-#define NLOHMANN_DEFINE_TYPE_NON_INTRUSIVE_WITH_DEFAULT(Type, ...)  \
-    inline void to_json(nlohmann::json& nlohmann_json_j, const Type& nlohmann_json_t) { NLOHMANN_JSON_EXPAND(NLOHMANN_JSON_PASTE(NLOHMANN_JSON_TO, __VA_ARGS__)) } \
-    inline void from_json(const nlohmann::json& nlohmann_json_j, Type& nlohmann_json_t) { Type nlohmann_json_default_obj; NLOHMANN_JSON_EXPAND(NLOHMANN_JSON_PASTE(NLOHMANN_JSON_FROM_WITH_DEFAULT, __VA_ARGS__)) }
-
-
-// inspired from https://stackoverflow.com/a/26745591
-// allows to call any std function as if (e.g. with begin):
-// using std::begin; begin(x);
-//
-// it allows using the detected idiom to retrieve the return type
-// of such an expression
-#define NLOHMANN_CAN_CALL_STD_FUNC_IMPL(std_name)                                 \
-    namespace detail {                                                            \
-    using std::std_name;                                                          \
-    \
-    template<typename... T>                                                       \
-    using result_of_##std_name = decltype(std_name(std::declval<T>()...));        \
-    }                                                                             \
-    \
-    namespace detail2 {                                                           \
-    struct std_name##_tag                                                         \
-    {                                                                             \
-    };                                                                            \
-    \
-    template<typename... T>                                                       \
-    std_name##_tag std_name(T&&...);                                              \
-    \
-    template<typename... T>                                                       \
-    using result_of_##std_name = decltype(std_name(std::declval<T>()...));        \
-    \
-    template<typename... T>                                                       \
-    struct would_call_std_##std_name                                              \
-    {                                                                             \
-        static constexpr auto const value = ::nlohmann::detail::                  \
-                                            is_detected_exact<std_name##_tag, result_of_##std_name, T...>::value; \
-    };                                                                            \
-    } /* namespace detail2 */ \
-    \
-    template<typename... T>                                                       \
-    struct would_call_std_##std_name : detail2::would_call_std_##std_name<T...>   \
-    {                                                                             \
-    }
-
-#ifndef JSON_USE_IMPLICIT_CONVERSIONS
-    #define JSON_USE_IMPLICIT_CONVERSIONS 1
-#endif
-
-#if JSON_USE_IMPLICIT_CONVERSIONS
-    #define JSON_EXPLICIT
-#else
-    #define JSON_EXPLICIT explicit
-#endif
-
-#ifndef JSON_DISABLE_ENUM_SERIALIZATION
-    #define JSON_DISABLE_ENUM_SERIALIZATION 0
-#endif
-
-#ifndef JSON_USE_GLOBAL_UDLS
-    #define JSON_USE_GLOBAL_UDLS 1
-#endif
-
-#if JSON_HAS_THREE_WAY_COMPARISON
-    #include <compare> // partial_ordering
-#endif
-
-NLOHMANN_JSON_NAMESPACE_BEGIN
-namespace detail
-{
-
-///////////////////////////
-// JSON type enumeration //
-///////////////////////////
-
-/*!
-@brief the JSON type enumeration
-
-This enumeration collects the different JSON types. It is internally used to
-distinguish the stored values, and the functions @ref basic_json::is_null(),
-@ref basic_json::is_object(), @ref basic_json::is_array(),
-@ref basic_json::is_string(), @ref basic_json::is_boolean(),
-@ref basic_json::is_number() (with @ref basic_json::is_number_integer(),
-@ref basic_json::is_number_unsigned(), and @ref basic_json::is_number_float()),
-@ref basic_json::is_discarded(), @ref basic_json::is_primitive(), and
-@ref basic_json::is_structured() rely on it.
-
-@note There are three enumeration entries (number_integer, number_unsigned, and
-number_float), because the library distinguishes these three types for numbers:
-@ref basic_json::number_unsigned_t is used for unsigned integers,
-@ref basic_json::number_integer_t is used for signed integers, and
-@ref basic_json::number_float_t is used for floating-point numbers or to
-approximate integers which do not fit in the limits of their respective type.
-
-@sa see @ref basic_json::basic_json(const value_t value_type) -- create a JSON
-value with the default value for a given type
-
-@since version 1.0.0
-*/
-enum class value_t : std::uint8_t
-{
-    null,             ///< null value
-    object,           ///< object (unordered set of name/value pairs)
-    array,            ///< array (ordered collection of values)
-    string,           ///< string value
-    boolean,          ///< boolean value
-    number_integer,   ///< number value (signed integer)
-    number_unsigned,  ///< number value (unsigned integer)
-    number_float,     ///< number value (floating-point)
-    binary,           ///< binary array (ordered collection of bytes)
-    discarded         ///< discarded by the parser callback function
-};
-
-/*!
-@brief comparison operator for JSON types
-
-Returns an ordering that is similar to Python:
-- order: null < boolean < number < object < array < string < binary
-- furthermore, each type is not smaller than itself
-- discarded values are not comparable
-- binary is represented as a b"" string in python and directly comparable to a
-  string; however, making a binary array directly comparable with a string would
-  be surprising behavior in a JSON file.
-
-@since version 1.0.0
-*/
-#if JSON_HAS_THREE_WAY_COMPARISON
-    inline std::partial_ordering operator<=>(const value_t lhs, const value_t rhs) noexcept // *NOPAD*
-#else
-    inline bool operator<(const value_t lhs, const value_t rhs) noexcept
-#endif
-{
-    static constexpr std::array<std::uint8_t, 9> order = {{
-            0 /* null */, 3 /* object */, 4 /* array */, 5 /* string */,
-            1 /* boolean */, 2 /* integer */, 2 /* unsigned */, 2 /* float */,
-            6 /* binary */
-        }
-    };
-
-    const auto l_index = static_cast<std::size_t>(lhs);
-    const auto r_index = static_cast<std::size_t>(rhs);
-#if JSON_HAS_THREE_WAY_COMPARISON
-    if (l_index < order.size() && r_index < order.size())
-    {
-        return order[l_index] <=> order[r_index]; // *NOPAD*
-    }
-    return std::partial_ordering::unordered;
-#else
-    return l_index < order.size() && r_index < order.size() && order[l_index] < order[r_index];
-#endif
-}
-
-// GCC selects the built-in operator< over an operator rewritten from
-// a user-defined spaceship operator
-// Clang, MSVC, and ICC select the rewritten candidate
-// (see GCC bug https://gcc.gnu.org/bugzilla/show_bug.cgi?id=105200)
-#if JSON_HAS_THREE_WAY_COMPARISON && defined(__GNUC__)
-inline bool operator<(const value_t lhs, const value_t rhs) noexcept
-{
-    return std::is_lt(lhs <=> rhs); // *NOPAD*
-}
-#endif
-
-}  // namespace detail
-NLOHMANN_JSON_NAMESPACE_END
-
-// #include <nlohmann/detail/string_escape.hpp>
-//     __ _____ _____ _____
-//  __|  |   __|     |   | |  JSON for Modern C++
-// |  |  |__   |  |  | | | |  version 3.11.2
-// |_____|_____|_____|_|___|  https://github.com/nlohmann/json
-//
-// SPDX-FileCopyrightText: 2013-2022 Niels Lohmann <https://nlohmann.me>
-// SPDX-License-Identifier: MIT
-
-
-
-// #include <nlohmann/detail/abi_macros.hpp>
-
-
-NLOHMANN_JSON_NAMESPACE_BEGIN
-namespace detail
-{
-
-/*!
-@brief replace all occurrences of a substring by another string
-
-@param[in,out] s  the string to manipulate; changed so that all
-               occurrences of @a f are replaced with @a t
-@param[in]     f  the substring to replace with @a t
-@param[in]     t  the string to replace @a f
-
-@pre The search string @a f must not be empty. **This precondition is
-enforced with an assertion.**
-
-@since version 2.0.0
-*/
-template<typename StringType>
-inline void replace_substring(StringType& s, const StringType& f,
-                              const StringType& t)
-{
-    JSON_ASSERT(!f.empty());
-    for (auto pos = s.find(f);                // find first occurrence of f
-            pos != StringType::npos;          // make sure f was found
-            s.replace(pos, f.size(), t),      // replace with t, and
-            pos = s.find(f, pos + t.size()))  // find next occurrence of f
-    {}
-}
-
-/*!
- * @brief string escaping as described in RFC 6901 (Sect. 4)
- * @param[in] s string to escape
- * @return    escaped string
- *
- * Note the order of escaping "~" to "~0" and "/" to "~1" is important.
- */
-template<typename StringType>
-inline StringType escape(StringType s)
-{
-    replace_substring(s, StringType{"~"}, StringType{"~0"});
-    replace_substring(s, StringType{"/"}, StringType{"~1"});
-    return s;
-}
-
-/*!
- * @brief string unescaping as described in RFC 6901 (Sect. 4)
- * @param[in] s string to unescape
- * @return    unescaped string
- *
- * Note the order of escaping "~1" to "/" and "~0" to "~" is important.
- */
-template<typename StringType>
-static void unescape(StringType& s)
-{
-    replace_substring(s, StringType{"~1"}, StringType{"/"});
-    replace_substring(s, StringType{"~0"}, StringType{"~"});
-}
-
-}  // namespace detail
-NLOHMANN_JSON_NAMESPACE_END
-
-// #include <nlohmann/detail/input/position_t.hpp>
-//     __ _____ _____ _____
-//  __|  |   __|     |   | |  JSON for Modern C++
-// |  |  |__   |  |  | | | |  version 3.11.2
-// |_____|_____|_____|_|___|  https://github.com/nlohmann/json
-//
-// SPDX-FileCopyrightText: 2013-2022 Niels Lohmann <https://nlohmann.me>
-// SPDX-License-Identifier: MIT
-
-
-
-#include <cstddef> // size_t
-
-// #include <nlohmann/detail/abi_macros.hpp>
-
-
-NLOHMANN_JSON_NAMESPACE_BEGIN
-namespace detail
-{
-
-/// struct to capture the start position of the current token
-struct position_t
-{
-    /// the total number of characters read
-    std::size_t chars_read_total = 0;
-    /// the number of characters read in the current line
-    std::size_t chars_read_current_line = 0;
-    /// the number of lines read
-    std::size_t lines_read = 0;
-
-    /// conversion to size_t to preserve SAX interface
-    constexpr operator size_t() const
-    {
-        return chars_read_total;
-    }
-};
-
-}  // namespace detail
-NLOHMANN_JSON_NAMESPACE_END
-
-// #include <nlohmann/detail/macro_scope.hpp>
-
-// #include <nlohmann/detail/meta/cpp_future.hpp>
-//     __ _____ _____ _____
-//  __|  |   __|     |   | |  JSON for Modern C++
-// |  |  |__   |  |  | | | |  version 3.11.2
-// |_____|_____|_____|_|___|  https://github.com/nlohmann/json
-//
-// SPDX-FileCopyrightText: 2013-2022 Niels Lohmann <https://nlohmann.me>
-// SPDX-FileCopyrightText: 2018 The Abseil Authors
-// SPDX-License-Identifier: MIT
-
-
-
-#include <array> // array
-#include <cstddef> // size_t
-#include <type_traits> // conditional, enable_if, false_type, integral_constant, is_constructible, is_integral, is_same, remove_cv, remove_reference, true_type
-#include <utility> // index_sequence, make_index_sequence, index_sequence_for
-
-// #include <nlohmann/detail/macro_scope.hpp>
-
-
-NLOHMANN_JSON_NAMESPACE_BEGIN
-namespace detail
-{
-
-template<typename T>
-using uncvref_t = typename std::remove_cv<typename std::remove_reference<T>::type>::type;
-
-#ifdef JSON_HAS_CPP_14
-
-// the following utilities are natively available in C++14
-using std::enable_if_t;
-using std::index_sequence;
-using std::make_index_sequence;
-using std::index_sequence_for;
-
-#else
-
-// alias templates to reduce boilerplate
-template<bool B, typename T = void>
-using enable_if_t = typename std::enable_if<B, T>::type;
-
-// The following code is taken from https://github.com/abseil/abseil-cpp/blob/10cb35e459f5ecca5b2ff107635da0bfa41011b4/absl/utility/utility.h
-// which is part of Google Abseil (https://github.com/abseil/abseil-cpp), licensed under the Apache License 2.0.
-
-//// START OF CODE FROM GOOGLE ABSEIL
-
-// integer_sequence
-//
-// Class template representing a compile-time integer sequence. An instantiation
-// of `integer_sequence<T, Ints...>` has a sequence of integers encoded in its
-// type through its template arguments (which is a common need when
-// working with C++11 variadic templates). `absl::integer_sequence` is designed
-// to be a drop-in replacement for C++14's `std::integer_sequence`.
-//
-// Example:
-//
-//   template< class T, T... Ints >
-//   void user_function(integer_sequence<T, Ints...>);
-//
-//   int main()
-//   {
-//     // user_function's `T` will be deduced to `int` and `Ints...`
-//     // will be deduced to `0, 1, 2, 3, 4`.
-//     user_function(make_integer_sequence<int, 5>());
-//   }
-template <typename T, T... Ints>
-struct integer_sequence
-{
-    using value_type = T;
-    static constexpr std::size_t size() noexcept
-    {
-        return sizeof...(Ints);
-    }
-};
-
-// index_sequence
-//
-// A helper template for an `integer_sequence` of `size_t`,
-// `absl::index_sequence` is designed to be a drop-in replacement for C++14's
-// `std::index_sequence`.
-template <size_t... Ints>
-using index_sequence = integer_sequence<size_t, Ints...>;
-
-namespace utility_internal
-{
-
-template <typename Seq, size_t SeqSize, size_t Rem>
-struct Extend;
-
-// Note that SeqSize == sizeof...(Ints). It's passed explicitly for efficiency.
-template <typename T, T... Ints, size_t SeqSize>
-struct Extend<integer_sequence<T, Ints...>, SeqSize, 0>
-{
-    using type = integer_sequence < T, Ints..., (Ints + SeqSize)... >;
-};
-
-template <typename T, T... Ints, size_t SeqSize>
-struct Extend<integer_sequence<T, Ints...>, SeqSize, 1>
-{
-    using type = integer_sequence < T, Ints..., (Ints + SeqSize)..., 2 * SeqSize >;
-};
-
-// Recursion helper for 'make_integer_sequence<T, N>'.
-// 'Gen<T, N>::type' is an alias for 'integer_sequence<T, 0, 1, ... N-1>'.
-template <typename T, size_t N>
-struct Gen
-{
-    using type =
-        typename Extend < typename Gen < T, N / 2 >::type, N / 2, N % 2 >::type;
-};
-
-template <typename T>
-struct Gen<T, 0>
-{
-    using type = integer_sequence<T>;
-};
-
-}  // namespace utility_internal
-
-// Compile-time sequences of integers
-
-// make_integer_sequence
-//
-// This template alias is equivalent to
-// `integer_sequence<int, 0, 1, ..., N-1>`, and is designed to be a drop-in
-// replacement for C++14's `std::make_integer_sequence`.
-template <typename T, T N>
-using make_integer_sequence = typename utility_internal::Gen<T, N>::type;
-
-// make_index_sequence
-//
-// This template alias is equivalent to `index_sequence<0, 1, ..., N-1>`,
-// and is designed to be a drop-in replacement for C++14's
-// `std::make_index_sequence`.
-template <size_t N>
-using make_index_sequence = make_integer_sequence<size_t, N>;
-
-// index_sequence_for
-//
-// Converts a typename pack into an index sequence of the same length, and
-// is designed to be a drop-in replacement for C++14's
-// `std::index_sequence_for()`
-template <typename... Ts>
-using index_sequence_for = make_index_sequence<sizeof...(Ts)>;
-
-//// END OF CODE FROM GOOGLE ABSEIL
-
-#endif
-
-// dispatch utility (taken from ranges-v3)
-template<unsigned N> struct priority_tag : priority_tag < N - 1 > {};
-template<> struct priority_tag<0> {};
-
-// taken from ranges-v3
-template<typename T>
-struct static_const
-{
-    static JSON_INLINE_VARIABLE constexpr T value{};
-};
-
-#ifndef JSON_HAS_CPP_17
-    template<typename T>
-    constexpr T static_const<T>::value;
-#endif
-
-template<typename T, typename... Args>
-inline constexpr std::array<T, sizeof...(Args)> make_array(Args&& ... args)
-{
-    return std::array<T, sizeof...(Args)> {{static_cast<T>(std::forward<Args>(args))...}};
-}
-
-}  // namespace detail
-NLOHMANN_JSON_NAMESPACE_END
-
-// #include <nlohmann/detail/meta/type_traits.hpp>
-//     __ _____ _____ _____
-//  __|  |   __|     |   | |  JSON for Modern C++
-// |  |  |__   |  |  | | | |  version 3.11.2
-// |_____|_____|_____|_|___|  https://github.com/nlohmann/json
-//
-// SPDX-FileCopyrightText: 2013-2022 Niels Lohmann <https://nlohmann.me>
-// SPDX-License-Identifier: MIT
-
-
-
-#include <limits> // numeric_limits
-#include <type_traits> // false_type, is_constructible, is_integral, is_same, true_type
-#include <utility> // declval
-#include <tuple> // tuple
-
-// #include <nlohmann/detail/iterators/iterator_traits.hpp>
-//     __ _____ _____ _____
-//  __|  |   __|     |   | |  JSON for Modern C++
-// |  |  |__   |  |  | | | |  version 3.11.2
-// |_____|_____|_____|_|___|  https://github.com/nlohmann/json
-//
-// SPDX-FileCopyrightText: 2013-2022 Niels Lohmann <https://nlohmann.me>
-// SPDX-License-Identifier: MIT
-
-
-
-#include <iterator> // random_access_iterator_tag
-
-// #include <nlohmann/detail/abi_macros.hpp>
-
-// #include <nlohmann/detail/meta/void_t.hpp>
-
-// #include <nlohmann/detail/meta/cpp_future.hpp>
-
-
-NLOHMANN_JSON_NAMESPACE_BEGIN
-namespace detail
-{
-
-template<typename It, typename = void>
-struct iterator_types {};
-
-template<typename It>
-struct iterator_types <
-    It,
-    void_t<typename It::difference_type, typename It::value_type, typename It::pointer,
-    typename It::reference, typename It::iterator_category >>
-{
-    using difference_type = typename It::difference_type;
-    using value_type = typename It::value_type;
-    using pointer = typename It::pointer;
-    using reference = typename It::reference;
-    using iterator_category = typename It::iterator_category;
-};
-
-// This is required as some compilers implement std::iterator_traits in a way that
-// doesn't work with SFINAE. See https://github.com/nlohmann/json/issues/1341.
-template<typename T, typename = void>
-struct iterator_traits
-{
-};
-
-template<typename T>
-struct iterator_traits < T, enable_if_t < !std::is_pointer<T>::value >>
-            : iterator_types<T>
-{
-};
-
-template<typename T>
-struct iterator_traits<T*, enable_if_t<std::is_object<T>::value>>
-{
-    using iterator_category = std::random_access_iterator_tag;
-    using value_type = T;
-    using difference_type = ptrdiff_t;
-    using pointer = T*;
-    using reference = T&;
-};
-
-}  // namespace detail
-NLOHMANN_JSON_NAMESPACE_END
-
-// #include <nlohmann/detail/macro_scope.hpp>
-
-// #include <nlohmann/detail/meta/call_std/begin.hpp>
-//     __ _____ _____ _____
-//  __|  |   __|     |   | |  JSON for Modern C++
-// |  |  |__   |  |  | | | |  version 3.11.2
-// |_____|_____|_____|_|___|  https://github.com/nlohmann/json
-//
-// SPDX-FileCopyrightText: 2013-2022 Niels Lohmann <https://nlohmann.me>
-// SPDX-License-Identifier: MIT
-
-
-
-// #include <nlohmann/detail/macro_scope.hpp>
-
-
-NLOHMANN_JSON_NAMESPACE_BEGIN
-
-NLOHMANN_CAN_CALL_STD_FUNC_IMPL(begin);
-
-NLOHMANN_JSON_NAMESPACE_END
-
-// #include <nlohmann/detail/meta/call_std/end.hpp>
-//     __ _____ _____ _____
-//  __|  |   __|     |   | |  JSON for Modern C++
-// |  |  |__   |  |  | | | |  version 3.11.2
-// |_____|_____|_____|_|___|  https://github.com/nlohmann/json
-//
-// SPDX-FileCopyrightText: 2013-2022 Niels Lohmann <https://nlohmann.me>
-// SPDX-License-Identifier: MIT
-
-
-
-// #include <nlohmann/detail/macro_scope.hpp>
-
-
-NLOHMANN_JSON_NAMESPACE_BEGIN
-
-NLOHMANN_CAN_CALL_STD_FUNC_IMPL(end);
-
-NLOHMANN_JSON_NAMESPACE_END
-
-// #include <nlohmann/detail/meta/cpp_future.hpp>
-
-// #include <nlohmann/detail/meta/detected.hpp>
-
-// #include <nlohmann/json_fwd.hpp>
-//     __ _____ _____ _____
-//  __|  |   __|     |   | |  JSON for Modern C++
-// |  |  |__   |  |  | | | |  version 3.11.2
-// |_____|_____|_____|_|___|  https://github.com/nlohmann/json
-//
-// SPDX-FileCopyrightText: 2013-2022 Niels Lohmann <https://nlohmann.me>
-// SPDX-License-Identifier: MIT
-
-#ifndef INCLUDE_NLOHMANN_JSON_FWD_HPP_
-    #define INCLUDE_NLOHMANN_JSON_FWD_HPP_
-
-    #include <cstdint> // int64_t, uint64_t
-    #include <map> // map
-    #include <memory> // allocator
-    #include <string> // string
-    #include <vector> // vector
-
-    // #include <nlohmann/detail/abi_macros.hpp>
-
-
-    /*!
-    @brief namespace for Niels Lohmann
-    @see https://github.com/nlohmann
-    @since version 1.0.0
-    */
-    NLOHMANN_JSON_NAMESPACE_BEGIN
-
-    /*!
-    @brief default JSONSerializer template argument
-
-    This serializer ignores the template arguments and uses ADL
-    ([argument-dependent lookup](https://en.cppreference.com/w/cpp/language/adl))
-    for serialization.
-    */
-    template<typename T = void, typename SFINAE = void>
-    struct adl_serializer;
-
-    /// a class to store JSON values
-    /// @sa https://json.nlohmann.me/api/basic_json/
-    template<template<typename U, typename V, typename... Args> class ObjectType =
-    std::map,
-    template<typename U, typename... Args> class ArrayType = std::vector,
-    class StringType = std::string, class BooleanType = bool,
-    class NumberIntegerType = std::int64_t,
-    class NumberUnsignedType = std::uint64_t,
-    class NumberFloatType = double,
-    template<typename U> class AllocatorType = std::allocator,
-    template<typename T, typename SFINAE = void> class JSONSerializer =
-    adl_serializer,
-    class BinaryType = std::vector<std::uint8_t>>
-    class basic_json;
-
-    /// @brief JSON Pointer defines a string syntax for identifying a specific value within a JSON document
-    /// @sa https://json.nlohmann.me/api/json_pointer/
-    template<typename RefStringType>
-    class json_pointer;
-
-    /*!
-    @brief default specialization
-    @sa https://json.nlohmann.me/api/json/
-    */
-    using json = basic_json<>;
-
-    /// @brief a minimal map-like container that preserves insertion order
-    /// @sa https://json.nlohmann.me/api/ordered_map/
-    template<class Key, class T, class IgnoredLess, class Allocator>
-    struct ordered_map;
-
-    /// @brief specialization that maintains the insertion order of object keys
-    /// @sa https://json.nlohmann.me/api/ordered_json/
-    using ordered_json = basic_json<nlohmann::ordered_map>;
-
-    NLOHMANN_JSON_NAMESPACE_END
-
-#endif  // INCLUDE_NLOHMANN_JSON_FWD_HPP_
-
-
-NLOHMANN_JSON_NAMESPACE_BEGIN
-/*!
-@brief detail namespace with internal helper functions
-
-This namespace collects functions that should not be exposed,
-implementations of some @ref basic_json methods, and meta-programming helpers.
-
-@since version 2.1.0
-*/
-namespace detail
-{
-
-/////////////
-// helpers //
-/////////////
-
-// Note to maintainers:
-//
-// Every trait in this file expects a non CV-qualified type.
-// The only exceptions are in the 'aliases for detected' section
-// (i.e. those of the form: decltype(T::member_function(std::declval<T>())))
-//
-// In this case, T has to be properly CV-qualified to constraint the function arguments
-// (e.g. to_json(BasicJsonType&, const T&))
-
-template<typename> struct is_basic_json : std::false_type {};
-
-NLOHMANN_BASIC_JSON_TPL_DECLARATION
-struct is_basic_json<NLOHMANN_BASIC_JSON_TPL> : std::true_type {};
-
-// used by exceptions create() member functions
-// true_type for pointer to possibly cv-qualified basic_json or std::nullptr_t
-// false_type otherwise
-template<typename BasicJsonContext>
-struct is_basic_json_context :
-    std::integral_constant < bool,
-    is_basic_json<typename std::remove_cv<typename std::remove_pointer<BasicJsonContext>::type>::type>::value
-    || std::is_same<BasicJsonContext, std::nullptr_t>::value >
-{};
-
-//////////////////////
-// json_ref helpers //
-//////////////////////
-
-template<typename>
-class json_ref;
-
-template<typename>
-struct is_json_ref : std::false_type {};
-
-template<typename T>
-struct is_json_ref<json_ref<T>> : std::true_type {};
-
-//////////////////////////
-// aliases for detected //
-//////////////////////////
-
-template<typename T>
-using mapped_type_t = typename T::mapped_type;
-
-template<typename T>
-using key_type_t = typename T::key_type;
-
-template<typename T>
-using value_type_t = typename T::value_type;
-
-template<typename T>
-using difference_type_t = typename T::difference_type;
-
-template<typename T>
-using pointer_t = typename T::pointer;
-
-template<typename T>
-using reference_t = typename T::reference;
-
-template<typename T>
-using iterator_category_t = typename T::iterator_category;
-
-template<typename T, typename... Args>
-using to_json_function = decltype(T::to_json(std::declval<Args>()...));
-
-template<typename T, typename... Args>
-using from_json_function = decltype(T::from_json(std::declval<Args>()...));
-
-template<typename T, typename U>
-using get_template_function = decltype(std::declval<T>().template get<U>());
-
-// trait checking if JSONSerializer<T>::from_json(json const&, udt&) exists
-template<typename BasicJsonType, typename T, typename = void>
-struct has_from_json : std::false_type {};
-
-// trait checking if j.get<T> is valid
-// use this trait instead of std::is_constructible or std::is_convertible,
-// both rely on, or make use of implicit conversions, and thus fail when T
-// has several constructors/operator= (see https://github.com/nlohmann/json/issues/958)
-template <typename BasicJsonType, typename T>
-struct is_getable
-{
-    static constexpr bool value = is_detected<get_template_function, const BasicJsonType&, T>::value;
-};
-
-template<typename BasicJsonType, typename T>
-struct has_from_json < BasicJsonType, T, enable_if_t < !is_basic_json<T>::value >>
-{
-    using serializer = typename BasicJsonType::template json_serializer<T, void>;
-
-    static constexpr bool value =
-        is_detected_exact<void, from_json_function, serializer,
-        const BasicJsonType&, T&>::value;
-};
-
-// This trait checks if JSONSerializer<T>::from_json(json const&) exists
-// this overload is used for non-default-constructible user-defined-types
-template<typename BasicJsonType, typename T, typename = void>
-struct has_non_default_from_json : std::false_type {};
-
-template<typename BasicJsonType, typename T>
-struct has_non_default_from_json < BasicJsonType, T, enable_if_t < !is_basic_json<T>::value >>
-{
-    using serializer = typename BasicJsonType::template json_serializer<T, void>;
-
-    static constexpr bool value =
-        is_detected_exact<T, from_json_function, serializer,
-        const BasicJsonType&>::value;
-};
-
-// This trait checks if BasicJsonType::json_serializer<T>::to_json exists
-// Do not evaluate the trait when T is a basic_json type, to avoid template instantiation infinite recursion.
-template<typename BasicJsonType, typename T, typename = void>
-struct has_to_json : std::false_type {};
-
-template<typename BasicJsonType, typename T>
-struct has_to_json < BasicJsonType, T, enable_if_t < !is_basic_json<T>::value >>
-{
-    using serializer = typename BasicJsonType::template json_serializer<T, void>;
-
-    static constexpr bool value =
-        is_detected_exact<void, to_json_function, serializer, BasicJsonType&,
-        T>::value;
-};
-
-template<typename T>
-using detect_key_compare = typename T::key_compare;
-
-template<typename T>
-struct has_key_compare : std::integral_constant<bool, is_detected<detect_key_compare, T>::value> {};
-
-// obtains the actual object key comparator
-template<typename BasicJsonType>
-struct actual_object_comparator
-{
-    using object_t = typename BasicJsonType::object_t;
-    using object_comparator_t = typename BasicJsonType::default_object_comparator_t;
-    using type = typename std::conditional < has_key_compare<object_t>::value,
-          typename object_t::key_compare, object_comparator_t>::type;
-};
-
-template<typename BasicJsonType>
-using actual_object_comparator_t = typename actual_object_comparator<BasicJsonType>::type;
-
-///////////////////
-// is_ functions //
-///////////////////
-
-// https://en.cppreference.com/w/cpp/types/conjunction
-template<class...> struct conjunction : std::true_type { };
-template<class B> struct conjunction<B> : B { };
-template<class B, class... Bn>
-struct conjunction<B, Bn...>
-: std::conditional<static_cast<bool>(B::value), conjunction<Bn...>, B>::type {};
-
-// https://en.cppreference.com/w/cpp/types/negation
-template<class B> struct negation : std::integral_constant < bool, !B::value > { };
-
-// Reimplementation of is_constructible and is_default_constructible, due to them being broken for
-// std::pair and std::tuple until LWG 2367 fix (see https://cplusplus.github.io/LWG/lwg-defects.html#2367).
-// This causes compile errors in e.g. clang 3.5 or gcc 4.9.
-template <typename T>
-struct is_default_constructible : std::is_default_constructible<T> {};
-
-template <typename T1, typename T2>
-struct is_default_constructible<std::pair<T1, T2>>
-            : conjunction<is_default_constructible<T1>, is_default_constructible<T2>> {};
-
-template <typename T1, typename T2>
-struct is_default_constructible<const std::pair<T1, T2>>
-            : conjunction<is_default_constructible<T1>, is_default_constructible<T2>> {};
-
-template <typename... Ts>
-struct is_default_constructible<std::tuple<Ts...>>
-            : conjunction<is_default_constructible<Ts>...> {};
-
-template <typename... Ts>
-struct is_default_constructible<const std::tuple<Ts...>>
-            : conjunction<is_default_constructible<Ts>...> {};
-
-
-template <typename T, typename... Args>
-struct is_constructible : std::is_constructible<T, Args...> {};
-
-template <typename T1, typename T2>
-struct is_constructible<std::pair<T1, T2>> : is_default_constructible<std::pair<T1, T2>> {};
-
-template <typename T1, typename T2>
-struct is_constructible<const std::pair<T1, T2>> : is_default_constructible<const std::pair<T1, T2>> {};
-
-template <typename... Ts>
-struct is_constructible<std::tuple<Ts...>> : is_default_constructible<std::tuple<Ts...>> {};
-
-template <typename... Ts>
-struct is_constructible<const std::tuple<Ts...>> : is_default_constructible<const std::tuple<Ts...>> {};
-
-
-template<typename T, typename = void>
-struct is_iterator_traits : std::false_type {};
-
-template<typename T>
-struct is_iterator_traits<iterator_traits<T>>
-{
-  private:
-    using traits = iterator_traits<T>;
-
-  public:
-    static constexpr auto value =
-        is_detected<value_type_t, traits>::value &&
-        is_detected<difference_type_t, traits>::value &&
-        is_detected<pointer_t, traits>::value &&
-        is_detected<iterator_category_t, traits>::value &&
-        is_detected<reference_t, traits>::value;
-};
-
-template<typename T>
-struct is_range
-{
-  private:
-    using t_ref = typename std::add_lvalue_reference<T>::type;
-
-    using iterator = detected_t<result_of_begin, t_ref>;
-    using sentinel = detected_t<result_of_end, t_ref>;
-
-    // to be 100% correct, it should use https://en.cppreference.com/w/cpp/iterator/input_or_output_iterator
-    // and https://en.cppreference.com/w/cpp/iterator/sentinel_for
-    // but reimplementing these would be too much work, as a lot of other concepts are used underneath
-    static constexpr auto is_iterator_begin =
-        is_iterator_traits<iterator_traits<iterator>>::value;
-
-  public:
-    static constexpr bool value = !std::is_same<iterator, nonesuch>::value && !std::is_same<sentinel, nonesuch>::value && is_iterator_begin;
-};
-
-template<typename R>
-using iterator_t = enable_if_t<is_range<R>::value, result_of_begin<decltype(std::declval<R&>())>>;
-
-template<typename T>
-using range_value_t = value_type_t<iterator_traits<iterator_t<T>>>;
-
-// The following implementation of is_complete_type is taken from
-// https://blogs.msdn.microsoft.com/vcblog/2015/12/02/partial-support-for-expression-sfinae-in-vs-2015-update-1/
-// and is written by Xiang Fan who agreed to using it in this library.
-
-template<typename T, typename = void>
-struct is_complete_type : std::false_type {};
-
-template<typename T>
-struct is_complete_type<T, decltype(void(sizeof(T)))> : std::true_type {};
-
-template<typename BasicJsonType, typename CompatibleObjectType,
-         typename = void>
-struct is_compatible_object_type_impl : std::false_type {};
-
-template<typename BasicJsonType, typename CompatibleObjectType>
-struct is_compatible_object_type_impl <
-    BasicJsonType, CompatibleObjectType,
-    enable_if_t < is_detected<mapped_type_t, CompatibleObjectType>::value&&
-    is_detected<key_type_t, CompatibleObjectType>::value >>
-{
-    using object_t = typename BasicJsonType::object_t;
-
-    // macOS's is_constructible does not play well with nonesuch...
-    static constexpr bool value =
-        is_constructible<typename object_t::key_type,
-        typename CompatibleObjectType::key_type>::value &&
-        is_constructible<typename object_t::mapped_type,
-        typename CompatibleObjectType::mapped_type>::value;
-};
-
-template<typename BasicJsonType, typename CompatibleObjectType>
-struct is_compatible_object_type
-    : is_compatible_object_type_impl<BasicJsonType, CompatibleObjectType> {};
-
-template<typename BasicJsonType, typename ConstructibleObjectType,
-         typename = void>
-struct is_constructible_object_type_impl : std::false_type {};
-
-template<typename BasicJsonType, typename ConstructibleObjectType>
-struct is_constructible_object_type_impl <
-    BasicJsonType, ConstructibleObjectType,
-    enable_if_t < is_detected<mapped_type_t, ConstructibleObjectType>::value&&
-    is_detected<key_type_t, ConstructibleObjectType>::value >>
-{
-    using object_t = typename BasicJsonType::object_t;
-
-    static constexpr bool value =
-        (is_default_constructible<ConstructibleObjectType>::value &&
-         (std::is_move_assignable<ConstructibleObjectType>::value ||
-          std::is_copy_assignable<ConstructibleObjectType>::value) &&
-         (is_constructible<typename ConstructibleObjectType::key_type,
-          typename object_t::key_type>::value &&
-          std::is_same <
-          typename object_t::mapped_type,
-          typename ConstructibleObjectType::mapped_type >::value)) ||
-        (has_from_json<BasicJsonType,
-         typename ConstructibleObjectType::mapped_type>::value ||
-         has_non_default_from_json <
-         BasicJsonType,
-         typename ConstructibleObjectType::mapped_type >::value);
-};
-
-template<typename BasicJsonType, typename ConstructibleObjectType>
-struct is_constructible_object_type
-    : is_constructible_object_type_impl<BasicJsonType,
-      ConstructibleObjectType> {};
-
-template<typename BasicJsonType, typename CompatibleStringType>
-struct is_compatible_string_type
-{
-    static constexpr auto value =
-        is_constructible<typename BasicJsonType::string_t, CompatibleStringType>::value;
-};
-
-template<typename BasicJsonType, typename ConstructibleStringType>
-struct is_constructible_string_type
-{
-    // launder type through decltype() to fix compilation failure on ICPC
-#ifdef __INTEL_COMPILER
-    using laundered_type = decltype(std::declval<ConstructibleStringType>());
-#else
-    using laundered_type = ConstructibleStringType;
-#endif
-
-    static constexpr auto value =
-        conjunction <
-        is_constructible<laundered_type, typename BasicJsonType::string_t>,
-        is_detected_exact<typename BasicJsonType::string_t::value_type,
-        value_type_t, laundered_type >>::value;
-};
-
-template<typename BasicJsonType, typename CompatibleArrayType, typename = void>
-struct is_compatible_array_type_impl : std::false_type {};
-
-template<typename BasicJsonType, typename CompatibleArrayType>
-struct is_compatible_array_type_impl <
-    BasicJsonType, CompatibleArrayType,
-    enable_if_t <
-    is_detected<iterator_t, CompatibleArrayType>::value&&
-    is_iterator_traits<iterator_traits<detected_t<iterator_t, CompatibleArrayType>>>::value&&
-// special case for types like std::filesystem::path whose iterator's value_type are themselves
-// c.f. https://github.com/nlohmann/json/pull/3073
-    !std::is_same<CompatibleArrayType, detected_t<range_value_t, CompatibleArrayType>>::value >>
-{
-    static constexpr bool value =
-        is_constructible<BasicJsonType,
-        range_value_t<CompatibleArrayType>>::value;
-};
-
-template<typename BasicJsonType, typename CompatibleArrayType>
-struct is_compatible_array_type
-    : is_compatible_array_type_impl<BasicJsonType, CompatibleArrayType> {};
-
-template<typename BasicJsonType, typename ConstructibleArrayType, typename = void>
-struct is_constructible_array_type_impl : std::false_type {};
-
-template<typename BasicJsonType, typename ConstructibleArrayType>
-struct is_constructible_array_type_impl <
-    BasicJsonType, ConstructibleArrayType,
-    enable_if_t<std::is_same<ConstructibleArrayType,
-    typename BasicJsonType::value_type>::value >>
-            : std::true_type {};
-
-template<typename BasicJsonType, typename ConstructibleArrayType>
-struct is_constructible_array_type_impl <
-    BasicJsonType, ConstructibleArrayType,
-    enable_if_t < !std::is_same<ConstructibleArrayType,
-    typename BasicJsonType::value_type>::value&&
-    !is_compatible_string_type<BasicJsonType, ConstructibleArrayType>::value&&
-    is_default_constructible<ConstructibleArrayType>::value&&
-(std::is_move_assignable<ConstructibleArrayType>::value ||
- std::is_copy_assignable<ConstructibleArrayType>::value)&&
-is_detected<iterator_t, ConstructibleArrayType>::value&&
-is_iterator_traits<iterator_traits<detected_t<iterator_t, ConstructibleArrayType>>>::value&&
-is_detected<range_value_t, ConstructibleArrayType>::value&&
-// special case for types like std::filesystem::path whose iterator's value_type are themselves
-// c.f. https://github.com/nlohmann/json/pull/3073
-!std::is_same<ConstructibleArrayType, detected_t<range_value_t, ConstructibleArrayType>>::value&&
-        is_complete_type <
-        detected_t<range_value_t, ConstructibleArrayType >>::value >>
-{
-    using value_type = range_value_t<ConstructibleArrayType>;
-
-    static constexpr bool value =
-        std::is_same<value_type,
-        typename BasicJsonType::array_t::value_type>::value ||
-        has_from_json<BasicJsonType,
-        value_type>::value ||
-        has_non_default_from_json <
-        BasicJsonType,
-        value_type >::value;
-};
-
-template<typename BasicJsonType, typename ConstructibleArrayType>
-struct is_constructible_array_type
-    : is_constructible_array_type_impl<BasicJsonType, ConstructibleArrayType> {};
-
-template<typename RealIntegerType, typename CompatibleNumberIntegerType,
-         typename = void>
-struct is_compatible_integer_type_impl : std::false_type {};
-
-template<typename RealIntegerType, typename CompatibleNumberIntegerType>
-struct is_compatible_integer_type_impl <
-    RealIntegerType, CompatibleNumberIntegerType,
-    enable_if_t < std::is_integral<RealIntegerType>::value&&
-    std::is_integral<CompatibleNumberIntegerType>::value&&
-    !std::is_same<bool, CompatibleNumberIntegerType>::value >>
-{
-    // is there an assert somewhere on overflows?
-    using RealLimits = std::numeric_limits<RealIntegerType>;
-    using CompatibleLimits = std::numeric_limits<CompatibleNumberIntegerType>;
-
-    static constexpr auto value =
-        is_constructible<RealIntegerType,
-        CompatibleNumberIntegerType>::value &&
-        CompatibleLimits::is_integer &&
-        RealLimits::is_signed == CompatibleLimits::is_signed;
-};
-
-template<typename RealIntegerType, typename CompatibleNumberIntegerType>
-struct is_compatible_integer_type
-    : is_compatible_integer_type_impl<RealIntegerType,
-      CompatibleNumberIntegerType> {};
-
-template<typename BasicJsonType, typename CompatibleType, typename = void>
-struct is_compatible_type_impl: std::false_type {};
-
-template<typename BasicJsonType, typename CompatibleType>
-struct is_compatible_type_impl <
-    BasicJsonType, CompatibleType,
-    enable_if_t<is_complete_type<CompatibleType>::value >>
-{
-    static constexpr bool value =
-        has_to_json<BasicJsonType, CompatibleType>::value;
-};
-
-template<typename BasicJsonType, typename CompatibleType>
-struct is_compatible_type
-    : is_compatible_type_impl<BasicJsonType, CompatibleType> {};
-
-template<typename T1, typename T2>
-struct is_constructible_tuple : std::false_type {};
-
-template<typename T1, typename... Args>
-struct is_constructible_tuple<T1, std::tuple<Args...>> : conjunction<is_constructible<T1, Args>...> {};
-
-template<typename BasicJsonType, typename T>
-struct is_json_iterator_of : std::false_type {};
-
-template<typename BasicJsonType>
-struct is_json_iterator_of<BasicJsonType, typename BasicJsonType::iterator> : std::true_type {};
-
-template<typename BasicJsonType>
-struct is_json_iterator_of<BasicJsonType, typename BasicJsonType::const_iterator> : std::true_type
-{};
-
-// checks if a given type T is a template specialization of Primary
-template<template <typename...> class Primary, typename T>
-struct is_specialization_of : std::false_type {};
-
-template<template <typename...> class Primary, typename... Args>
-struct is_specialization_of<Primary, Primary<Args...>> : std::true_type {};
-
-template<typename T>
-using is_json_pointer = is_specialization_of<::nlohmann::json_pointer, uncvref_t<T>>;
-
-// checks if A and B are comparable using Compare functor
-template<typename Compare, typename A, typename B, typename = void>
-struct is_comparable : std::false_type {};
-
-template<typename Compare, typename A, typename B>
-struct is_comparable<Compare, A, B, void_t<
-decltype(std::declval<Compare>()(std::declval<A>(), std::declval<B>())),
-decltype(std::declval<Compare>()(std::declval<B>(), std::declval<A>()))
->> : std::true_type {};
-
-template<typename T>
-using detect_is_transparent = typename T::is_transparent;
-
-// type trait to check if KeyType can be used as object key (without a BasicJsonType)
-// see is_usable_as_basic_json_key_type below
-template<typename Comparator, typename ObjectKeyType, typename KeyTypeCVRef, bool RequireTransparentComparator = true,
-         bool ExcludeObjectKeyType = RequireTransparentComparator, typename KeyType = uncvref_t<KeyTypeCVRef>>
-using is_usable_as_key_type = typename std::conditional <
-                              is_comparable<Comparator, ObjectKeyType, KeyTypeCVRef>::value
-                              && !(ExcludeObjectKeyType && std::is_same<KeyType,
-                                   ObjectKeyType>::value)
-                              && (!RequireTransparentComparator
-                                  || is_detected <detect_is_transparent, Comparator>::value)
-                              && !is_json_pointer<KeyType>::value,
-                              std::true_type,
-                              std::false_type >::type;
-
-// type trait to check if KeyType can be used as object key
-// true if:
-//   - KeyType is comparable with BasicJsonType::object_t::key_type
-//   - if ExcludeObjectKeyType is true, KeyType is not BasicJsonType::object_t::key_type
-//   - the comparator is transparent or RequireTransparentComparator is false
-//   - KeyType is not a JSON iterator or json_pointer
-template<typename BasicJsonType, typename KeyTypeCVRef, bool RequireTransparentComparator = true,
-         bool ExcludeObjectKeyType = RequireTransparentComparator, typename KeyType = uncvref_t<KeyTypeCVRef>>
-using is_usable_as_basic_json_key_type = typename std::conditional <
-        is_usable_as_key_type<typename BasicJsonType::object_comparator_t,
-        typename BasicJsonType::object_t::key_type, KeyTypeCVRef,
-        RequireTransparentComparator, ExcludeObjectKeyType>::value
-        && !is_json_iterator_of<BasicJsonType, KeyType>::value,
-        std::true_type,
-        std::false_type >::type;
-
-template<typename ObjectType, typename KeyType>
-using detect_erase_with_key_type = decltype(std::declval<ObjectType&>().erase(std::declval<KeyType>()));
-
-// type trait to check if object_t has an erase() member functions accepting KeyType
-template<typename BasicJsonType, typename KeyType>
-using has_erase_with_key_type = typename std::conditional <
-                                is_detected <
-                                detect_erase_with_key_type,
-                                typename BasicJsonType::object_t, KeyType >::value,
-                                std::true_type,
-                                std::false_type >::type;
-
-// a naive helper to check if a type is an ordered_map (exploits the fact that
-// ordered_map inherits capacity() from std::vector)
-template <typename T>
-struct is_ordered_map
-{
-    using one = char;
-
-    struct two
-    {
-        char x[2]; // NOLINT(cppcoreguidelines-avoid-c-arrays,hicpp-avoid-c-arrays,modernize-avoid-c-arrays)
-    };
-
-    template <typename C> static one test( decltype(&C::capacity) ) ;
-    template <typename C> static two test(...);
-
-    enum { value = sizeof(test<T>(nullptr)) == sizeof(char) }; // NOLINT(cppcoreguidelines-pro-type-vararg,hicpp-vararg)
-};
-
-// to avoid useless casts (see https://github.com/nlohmann/json/issues/2893#issuecomment-889152324)
-template < typename T, typename U, enable_if_t < !std::is_same<T, U>::value, int > = 0 >
-T conditional_static_cast(U value)
-{
-    return static_cast<T>(value);
-}
-
-template<typename T, typename U, enable_if_t<std::is_same<T, U>::value, int> = 0>
-T conditional_static_cast(U value)
-{
-    return value;
-}
-
-template<typename... Types>
-using all_integral = conjunction<std::is_integral<Types>...>;
-
-template<typename... Types>
-using all_signed = conjunction<std::is_signed<Types>...>;
-
-template<typename... Types>
-using all_unsigned = conjunction<std::is_unsigned<Types>...>;
-
-// there's a disjunction trait in another PR; replace when merged
-template<typename... Types>
-using same_sign = std::integral_constant < bool,
-      all_signed<Types...>::value || all_unsigned<Types...>::value >;
-
-template<typename OfType, typename T>
-using never_out_of_range = std::integral_constant < bool,
-      (std::is_signed<OfType>::value && (sizeof(T) < sizeof(OfType)))
-      || (same_sign<OfType, T>::value && sizeof(OfType) == sizeof(T)) >;
-
-template<typename OfType, typename T,
-         bool OfTypeSigned = std::is_signed<OfType>::value,
-         bool TSigned = std::is_signed<T>::value>
-struct value_in_range_of_impl2;
-
-template<typename OfType, typename T>
-struct value_in_range_of_impl2<OfType, T, false, false>
-{
-    static constexpr bool test(T val)
-    {
-        using CommonType = typename std::common_type<OfType, T>::type;
-        return static_cast<CommonType>(val) <= static_cast<CommonType>((std::numeric_limits<OfType>::max)());
-    }
-};
-
-template<typename OfType, typename T>
-struct value_in_range_of_impl2<OfType, T, true, false>
-{
-    static constexpr bool test(T val)
-    {
-        using CommonType = typename std::common_type<OfType, T>::type;
-        return static_cast<CommonType>(val) <= static_cast<CommonType>((std::numeric_limits<OfType>::max)());
-    }
-};
-
-template<typename OfType, typename T>
-struct value_in_range_of_impl2<OfType, T, false, true>
-{
-    static constexpr bool test(T val)
-    {
-        using CommonType = typename std::common_type<OfType, T>::type;
-        return val >= 0 && static_cast<CommonType>(val) <= static_cast<CommonType>((std::numeric_limits<OfType>::max)());
-    }
-};
-
-
-template<typename OfType, typename T>
-struct value_in_range_of_impl2<OfType, T, true, true>
-{
-    static constexpr bool test(T val)
-    {
-        using CommonType = typename std::common_type<OfType, T>::type;
-        return static_cast<CommonType>(val) >= static_cast<CommonType>((std::numeric_limits<OfType>::min)())
-               && static_cast<CommonType>(val) <= static_cast<CommonType>((std::numeric_limits<OfType>::max)());
-    }
-};
-
-template<typename OfType, typename T,
-         bool NeverOutOfRange = never_out_of_range<OfType, T>::value,
-         typename = detail::enable_if_t<all_integral<OfType, T>::value>>
-struct value_in_range_of_impl1;
-
-template<typename OfType, typename T>
-struct value_in_range_of_impl1<OfType, T, false>
-{
-    static constexpr bool test(T val)
-    {
-        return value_in_range_of_impl2<OfType, T>::test(val);
-    }
-};
-
-template<typename OfType, typename T>
-struct value_in_range_of_impl1<OfType, T, true>
-{
-    static constexpr bool test(T /*val*/)
-    {
-        return true;
-    }
-};
-
-template<typename OfType, typename T>
-inline constexpr bool value_in_range_of(T val)
-{
-    return value_in_range_of_impl1<OfType, T>::test(val);
-}
-
-template<bool Value>
-using bool_constant = std::integral_constant<bool, Value>;
-
-///////////////////////////////////////////////////////////////////////////////
-// is_c_string
-///////////////////////////////////////////////////////////////////////////////
-
-namespace impl
-{
-
-template<typename T>
-inline constexpr bool is_c_string()
-{
-    using TUnExt = typename std::remove_extent<T>::type;
-    using TUnCVExt = typename std::remove_cv<TUnExt>::type;
-    using TUnPtr = typename std::remove_pointer<T>::type;
-    using TUnCVPtr = typename std::remove_cv<TUnPtr>::type;
-    return
-        (std::is_array<T>::value && std::is_same<TUnCVExt, char>::value)
-        || (std::is_pointer<T>::value && std::is_same<TUnCVPtr, char>::value);
-}
-
-}  // namespace impl
-
-// checks whether T is a [cv] char */[cv] char[] C string
-template<typename T>
-struct is_c_string : bool_constant<impl::is_c_string<T>()> {};
-
-template<typename T>
-using is_c_string_uncvref = is_c_string<uncvref_t<T>>;
-
-///////////////////////////////////////////////////////////////////////////////
-// is_transparent
-///////////////////////////////////////////////////////////////////////////////
-
-namespace impl
-{
-
-template<typename T>
-inline constexpr bool is_transparent()
-{
-    return is_detected<detect_is_transparent, T>::value;
-}
-
-}  // namespace impl
-
-// checks whether T has a member named is_transparent
-template<typename T>
-struct is_transparent : bool_constant<impl::is_transparent<T>()> {};
-
-///////////////////////////////////////////////////////////////////////////////
-
-}  // namespace detail
-NLOHMANN_JSON_NAMESPACE_END
-
-// #include <nlohmann/detail/string_concat.hpp>
-//     __ _____ _____ _____
-//  __|  |   __|     |   | |  JSON for Modern C++
-// |  |  |__   |  |  | | | |  version 3.11.2
-// |_____|_____|_____|_|___|  https://github.com/nlohmann/json
-//
-// SPDX-FileCopyrightText: 2013-2022 Niels Lohmann <https://nlohmann.me>
-// SPDX-License-Identifier: MIT
-
-
-
-#include <cstring> // strlen
-#include <string> // string
-#include <utility> // forward
-
-// #include <nlohmann/detail/meta/cpp_future.hpp>
-
-// #include <nlohmann/detail/meta/detected.hpp>
-
-
-NLOHMANN_JSON_NAMESPACE_BEGIN
-namespace detail
-{
-
-inline std::size_t concat_length()
-{
-    return 0;
-}
-
-template<typename... Args>
-inline std::size_t concat_length(const char* cstr, Args&& ... rest);
-
-template<typename StringType, typename... Args>
-inline std::size_t concat_length(const StringType& str, Args&& ... rest);
-
-template<typename... Args>
-inline std::size_t concat_length(const char /*c*/, Args&& ... rest)
-{
-    return 1 + concat_length(std::forward<Args>(rest)...);
-}
-
-template<typename... Args>
-inline std::size_t concat_length(const char* cstr, Args&& ... rest)
-{
-    // cppcheck-suppress ignoredReturnValue
-    return ::strlen(cstr) + concat_length(std::forward<Args>(rest)...);
-}
-
-template<typename StringType, typename... Args>
-inline std::size_t concat_length(const StringType& str, Args&& ... rest)
-{
-    return str.size() + concat_length(std::forward<Args>(rest)...);
-}
-
-template<typename OutStringType>
-inline void concat_into(OutStringType& /*out*/)
-{}
-
-template<typename StringType, typename Arg>
-using string_can_append = decltype(std::declval<StringType&>().append(std::declval < Arg && > ()));
-
-template<typename StringType, typename Arg>
-using detect_string_can_append = is_detected<string_can_append, StringType, Arg>;
-
-template<typename StringType, typename Arg>
-using string_can_append_op = decltype(std::declval<StringType&>() += std::declval < Arg && > ());
-
-template<typename StringType, typename Arg>
-using detect_string_can_append_op = is_detected<string_can_append_op, StringType, Arg>;
-
-template<typename StringType, typename Arg>
-using string_can_append_iter = decltype(std::declval<StringType&>().append(std::declval<const Arg&>().begin(), std::declval<const Arg&>().end()));
-
-template<typename StringType, typename Arg>
-using detect_string_can_append_iter = is_detected<string_can_append_iter, StringType, Arg>;
-
-template<typename StringType, typename Arg>
-using string_can_append_data = decltype(std::declval<StringType&>().append(std::declval<const Arg&>().data(), std::declval<const Arg&>().size()));
-
-template<typename StringType, typename Arg>
-using detect_string_can_append_data = is_detected<string_can_append_data, StringType, Arg>;
-
-template < typename OutStringType, typename Arg, typename... Args,
-           enable_if_t < !detect_string_can_append<OutStringType, Arg>::value
-                         && detect_string_can_append_op<OutStringType, Arg>::value, int > = 0 >
-inline void concat_into(OutStringType& out, Arg && arg, Args && ... rest);
-
-template < typename OutStringType, typename Arg, typename... Args,
-           enable_if_t < !detect_string_can_append<OutStringType, Arg>::value
-                         && !detect_string_can_append_op<OutStringType, Arg>::value
-                         && detect_string_can_append_iter<OutStringType, Arg>::value, int > = 0 >
-inline void concat_into(OutStringType& out, const Arg& arg, Args && ... rest);
-
-template < typename OutStringType, typename Arg, typename... Args,
-           enable_if_t < !detect_string_can_append<OutStringType, Arg>::value
-                         && !detect_string_can_append_op<OutStringType, Arg>::value
-                         && !detect_string_can_append_iter<OutStringType, Arg>::value
-                         && detect_string_can_append_data<OutStringType, Arg>::value, int > = 0 >
-inline void concat_into(OutStringType& out, const Arg& arg, Args && ... rest);
-
-template<typename OutStringType, typename Arg, typename... Args,
-         enable_if_t<detect_string_can_append<OutStringType, Arg>::value, int> = 0>
-inline void concat_into(OutStringType& out, Arg && arg, Args && ... rest)
-{
-    out.append(std::forward<Arg>(arg));
-    concat_into(out, std::forward<Args>(rest)...);
-}
-
-template < typename OutStringType, typename Arg, typename... Args,
-           enable_if_t < !detect_string_can_append<OutStringType, Arg>::value
-                         && detect_string_can_append_op<OutStringType, Arg>::value, int > >
-inline void concat_into(OutStringType& out, Arg&& arg, Args&& ... rest)
-{
-    out += std::forward<Arg>(arg);
-    concat_into(out, std::forward<Args>(rest)...);
-}
-
-template < typename OutStringType, typename Arg, typename... Args,
-           enable_if_t < !detect_string_can_append<OutStringType, Arg>::value
-                         && !detect_string_can_append_op<OutStringType, Arg>::value
-                         && detect_string_can_append_iter<OutStringType, Arg>::value, int > >
-inline void concat_into(OutStringType& out, const Arg& arg, Args&& ... rest)
-{
-    out.append(arg.begin(), arg.end());
-    concat_into(out, std::forward<Args>(rest)...);
-}
-
-template < typename OutStringType, typename Arg, typename... Args,
-           enable_if_t < !detect_string_can_append<OutStringType, Arg>::value
-                         && !detect_string_can_append_op<OutStringType, Arg>::value
-                         && !detect_string_can_append_iter<OutStringType, Arg>::value
-                         && detect_string_can_append_data<OutStringType, Arg>::value, int > >
-inline void concat_into(OutStringType& out, const Arg& arg, Args&& ... rest)
-{
-    out.append(arg.data(), arg.size());
-    concat_into(out, std::forward<Args>(rest)...);
-}
-
-template<typename OutStringType = std::string, typename... Args>
-inline OutStringType concat(Args && ... args)
-{
-    OutStringType str;
-    str.reserve(concat_length(std::forward<Args>(args)...));
-    concat_into(str, std::forward<Args>(args)...);
-    return str;
-}
-
-}  // namespace detail
-NLOHMANN_JSON_NAMESPACE_END
-
-
-
-NLOHMANN_JSON_NAMESPACE_BEGIN
-namespace detail
-{
-
-////////////////
-// exceptions //
-////////////////
-
-/// @brief general exception of the @ref basic_json class
-/// @sa https://json.nlohmann.me/api/basic_json/exception/
-class exception : public std::exception
-{
-  public:
-    /// returns the explanatory string
-    const char* what() const noexcept override
-    {
-        return m.what();
-    }
-
-    /// the id of the exception
-    const int id; // NOLINT(cppcoreguidelines-non-private-member-variables-in-classes)
-
-  protected:
-    JSON_HEDLEY_NON_NULL(3)
-    exception(int id_, const char* what_arg) : id(id_), m(what_arg) {} // NOLINT(bugprone-throw-keyword-missing)
-
-    static std::string name(const std::string& ename, int id_)
-    {
-        return concat("[json.exception.", ename, '.', std::to_string(id_), "] ");
-    }
-
-    static std::string diagnostics(std::nullptr_t /*leaf_element*/)
-    {
-        return "";
-    }
-
-    template<typename BasicJsonType>
-    static std::string diagnostics(const BasicJsonType* leaf_element)
-    {
-#if JSON_DIAGNOSTICS
-        std::vector<std::string> tokens;
-        for (const auto* current = leaf_element; current != nullptr && current->m_parent != nullptr; current = current->m_parent)
-        {
-            switch (current->m_parent->type())
-            {
-                case value_t::array:
-                {
-                    for (std::size_t i = 0; i < current->m_parent->m_value.array->size(); ++i)
-                    {
-                        if (&current->m_parent->m_value.array->operator[](i) == current)
-                        {
-                            tokens.emplace_back(std::to_string(i));
-                            break;
-                        }
-                    }
-                    break;
-                }
-
-                case value_t::object:
-                {
-                    for (const auto& element : *current->m_parent->m_value.object)
-                    {
-                        if (&element.second == current)
-                        {
-                            tokens.emplace_back(element.first.c_str());
-                            break;
-                        }
-                    }
-                    break;
-                }
-
-                case value_t::null: // LCOV_EXCL_LINE
-                case value_t::string: // LCOV_EXCL_LINE
-                case value_t::boolean: // LCOV_EXCL_LINE
-                case value_t::number_integer: // LCOV_EXCL_LINE
-                case value_t::number_unsigned: // LCOV_EXCL_LINE
-                case value_t::number_float: // LCOV_EXCL_LINE
-                case value_t::binary: // LCOV_EXCL_LINE
-                case value_t::discarded: // LCOV_EXCL_LINE
-                default:   // LCOV_EXCL_LINE
-                    break; // LCOV_EXCL_LINE
-            }
-        }
-
-        if (tokens.empty())
-        {
-            return "";
-        }
-
-        auto str = std::accumulate(tokens.rbegin(), tokens.rend(), std::string{},
-                                   [](const std::string & a, const std::string & b)
-        {
-            return concat(a, '/', detail::escape(b));
-        });
-        return concat('(', str, ") ");
-#else
-        static_cast<void>(leaf_element);
-        return "";
-#endif
-    }
-
-  private:
-    /// an exception object as storage for error messages
-    std::runtime_error m;
-};
-
-/// @brief exception indicating a parse error
-/// @sa https://json.nlohmann.me/api/basic_json/parse_error/
-class parse_error : public exception
-{
-  public:
-    /*!
-    @brief create a parse error exception
-    @param[in] id_       the id of the exception
-    @param[in] pos       the position where the error occurred (or with
-                         chars_read_total=0 if the position cannot be
-                         determined)
-    @param[in] what_arg  the explanatory string
-    @return parse_error object
-    */
-    template<typename BasicJsonContext, enable_if_t<is_basic_json_context<BasicJsonContext>::value, int> = 0>
-    static parse_error create(int id_, const position_t& pos, const std::string& what_arg, BasicJsonContext context)
-    {
-        std::string w = concat(exception::name("parse_error", id_), "parse error",
-                               position_string(pos), ": ", exception::diagnostics(context), what_arg);
-        return {id_, pos.chars_read_total, w.c_str()};
-    }
-
-    template<typename BasicJsonContext, enable_if_t<is_basic_json_context<BasicJsonContext>::value, int> = 0>
-    static parse_error create(int id_, std::size_t byte_, const std::string& what_arg, BasicJsonContext context)
-    {
-        std::string w = concat(exception::name("parse_error", id_), "parse error",
-                               (byte_ != 0 ? (concat(" at byte ", std::to_string(byte_))) : ""),
-                               ": ", exception::diagnostics(context), what_arg);
-        return {id_, byte_, w.c_str()};
-    }
-
-    /*!
-    @brief byte index of the parse error
-
-    The byte index of the last read character in the input file.
-
-    @note For an input with n bytes, 1 is the index of the first character and
-          n+1 is the index of the terminating null byte or the end of file.
-          This also holds true when reading a byte vector (CBOR or MessagePack).
-    */
-    const std::size_t byte;
-
-  private:
-    parse_error(int id_, std::size_t byte_, const char* what_arg)
-        : exception(id_, what_arg), byte(byte_) {}
-
-    static std::string position_string(const position_t& pos)
-    {
-        return concat(" at line ", std::to_string(pos.lines_read + 1),
-                      ", column ", std::to_string(pos.chars_read_current_line));
-    }
-};
-
-/// @brief exception indicating errors with iterators
-/// @sa https://json.nlohmann.me/api/basic_json/invalid_iterator/
-class invalid_iterator : public exception
-{
-  public:
-    template<typename BasicJsonContext, enable_if_t<is_basic_json_context<BasicJsonContext>::value, int> = 0>
-    static invalid_iterator create(int id_, const std::string& what_arg, BasicJsonContext context)
-    {
-        std::string w = concat(exception::name("invalid_iterator", id_), exception::diagnostics(context), what_arg);
-        return {id_, w.c_str()};
-    }
-
-  private:
-    JSON_HEDLEY_NON_NULL(3)
-    invalid_iterator(int id_, const char* what_arg)
-        : exception(id_, what_arg) {}
-};
-
-/// @brief exception indicating executing a member function with a wrong type
-/// @sa https://json.nlohmann.me/api/basic_json/type_error/
-class type_error : public exception
-{
-  public:
-    template<typename BasicJsonContext, enable_if_t<is_basic_json_context<BasicJsonContext>::value, int> = 0>
-    static type_error create(int id_, const std::string& what_arg, BasicJsonContext context)
-    {
-        std::string w = concat(exception::name("type_error", id_), exception::diagnostics(context), what_arg);
-        return {id_, w.c_str()};
-    }
-
-  private:
-    JSON_HEDLEY_NON_NULL(3)
-    type_error(int id_, const char* what_arg) : exception(id_, what_arg) {}
-};
-
-/// @brief exception indicating access out of the defined range
-/// @sa https://json.nlohmann.me/api/basic_json/out_of_range/
-class out_of_range : public exception
-{
-  public:
-    template<typename BasicJsonContext, enable_if_t<is_basic_json_context<BasicJsonContext>::value, int> = 0>
-    static out_of_range create(int id_, const std::string& what_arg, BasicJsonContext context)
-    {
-        std::string w = concat(exception::name("out_of_range", id_), exception::diagnostics(context), what_arg);
-        return {id_, w.c_str()};
-    }
-
-  private:
-    JSON_HEDLEY_NON_NULL(3)
-    out_of_range(int id_, const char* what_arg) : exception(id_, what_arg) {}
-};
-
-/// @brief exception indicating other library errors
-/// @sa https://json.nlohmann.me/api/basic_json/other_error/
-class other_error : public exception
-{
-  public:
-    template<typename BasicJsonContext, enable_if_t<is_basic_json_context<BasicJsonContext>::value, int> = 0>
-    static other_error create(int id_, const std::string& what_arg, BasicJsonContext context)
-    {
-        std::string w = concat(exception::name("other_error", id_), exception::diagnostics(context), what_arg);
-        return {id_, w.c_str()};
-    }
-
-  private:
-    JSON_HEDLEY_NON_NULL(3)
-    other_error(int id_, const char* what_arg) : exception(id_, what_arg) {}
-};
-
-}  // namespace detail
-NLOHMANN_JSON_NAMESPACE_END
-
-// #include <nlohmann/detail/macro_scope.hpp>
-
-// #include <nlohmann/detail/meta/cpp_future.hpp>
-
-// #include <nlohmann/detail/meta/identity_tag.hpp>
-//     __ _____ _____ _____
-//  __|  |   __|     |   | |  JSON for Modern C++
-// |  |  |__   |  |  | | | |  version 3.11.2
-// |_____|_____|_____|_|___|  https://github.com/nlohmann/json
-//
-// SPDX-FileCopyrightText: 2013-2022 Niels Lohmann <https://nlohmann.me>
-// SPDX-License-Identifier: MIT
-
-
-
-// #include <nlohmann/detail/abi_macros.hpp>
-
-
-NLOHMANN_JSON_NAMESPACE_BEGIN
-namespace detail
-{
-
-// dispatching helper struct
-template <class T> struct identity_tag {};
-
-}  // namespace detail
-NLOHMANN_JSON_NAMESPACE_END
-
-// #include <nlohmann/detail/meta/std_fs.hpp>
-//     __ _____ _____ _____
-//  __|  |   __|     |   | |  JSON for Modern C++
-// |  |  |__   |  |  | | | |  version 3.11.2
-// |_____|_____|_____|_|___|  https://github.com/nlohmann/json
-//
-// SPDX-FileCopyrightText: 2013-2022 Niels Lohmann <https://nlohmann.me>
-// SPDX-License-Identifier: MIT
-
-
-
-// #include <nlohmann/detail/macro_scope.hpp>
-
-
-#if JSON_HAS_EXPERIMENTAL_FILESYSTEM
-#include <experimental/filesystem>
-NLOHMANN_JSON_NAMESPACE_BEGIN
-namespace detail
-{
-namespace std_fs = std::experimental::filesystem;
-}  // namespace detail
-NLOHMANN_JSON_NAMESPACE_END
-#elif JSON_HAS_FILESYSTEM
-#include <filesystem>
-NLOHMANN_JSON_NAMESPACE_BEGIN
-namespace detail
-{
-namespace std_fs = std::filesystem;
-}  // namespace detail
-NLOHMANN_JSON_NAMESPACE_END
-#endif
-
-// #include <nlohmann/detail/meta/type_traits.hpp>
-
-// #include <nlohmann/detail/string_concat.hpp>
-
-// #include <nlohmann/detail/value_t.hpp>
-
-
-NLOHMANN_JSON_NAMESPACE_BEGIN
-namespace detail
-{
-
-template<typename BasicJsonType>
-inline void from_json(const BasicJsonType& j, typename std::nullptr_t& n)
-{
-    if (JSON_HEDLEY_UNLIKELY(!j.is_null()))
-    {
-        JSON_THROW(type_error::create(302, concat("type must be null, but is ", j.type_name()), &j));
-    }
-    n = nullptr;
-}
-
-// overloads for basic_json template parameters
-template < typename BasicJsonType, typename ArithmeticType,
-           enable_if_t < std::is_arithmetic<ArithmeticType>::value&&
-                         !std::is_same<ArithmeticType, typename BasicJsonType::boolean_t>::value,
-                         int > = 0 >
-void get_arithmetic_value(const BasicJsonType& j, ArithmeticType& val)
-{
-    switch (static_cast<value_t>(j))
-    {
-        case value_t::number_unsigned:
-        {
-            val = static_cast<ArithmeticType>(*j.template get_ptr<const typename BasicJsonType::number_unsigned_t*>());
-            break;
-        }
-        case value_t::number_integer:
-        {
-            val = static_cast<ArithmeticType>(*j.template get_ptr<const typename BasicJsonType::number_integer_t*>());
-            break;
-        }
-        case value_t::number_float:
-        {
-            val = static_cast<ArithmeticType>(*j.template get_ptr<const typename BasicJsonType::number_float_t*>());
-            break;
-        }
-
-        case value_t::null:
-        case value_t::object:
-        case value_t::array:
-        case value_t::string:
-        case value_t::boolean:
-        case value_t::binary:
-        case value_t::discarded:
-        default:
-            JSON_THROW(type_error::create(302, concat("type must be number, but is ", j.type_name()), &j));
-    }
-}
-
-template<typename BasicJsonType>
-inline void from_json(const BasicJsonType& j, typename BasicJsonType::boolean_t& b)
-{
-    if (JSON_HEDLEY_UNLIKELY(!j.is_boolean()))
-    {
-        JSON_THROW(type_error::create(302, concat("type must be boolean, but is ", j.type_name()), &j));
-    }
-    b = *j.template get_ptr<const typename BasicJsonType::boolean_t*>();
-}
-
-template<typename BasicJsonType>
-inline void from_json(const BasicJsonType& j, typename BasicJsonType::string_t& s)
-{
-    if (JSON_HEDLEY_UNLIKELY(!j.is_string()))
-    {
-        JSON_THROW(type_error::create(302, concat("type must be string, but is ", j.type_name()), &j));
-    }
-    s = *j.template get_ptr<const typename BasicJsonType::string_t*>();
-}
-
-template <
-    typename BasicJsonType, typename StringType,
-    enable_if_t <
-        std::is_assignable<StringType&, const typename BasicJsonType::string_t>::value
-        && is_detected_exact<typename BasicJsonType::string_t::value_type, value_type_t, StringType>::value
-        && !std::is_same<typename BasicJsonType::string_t, StringType>::value
-        && !is_json_ref<StringType>::value, int > = 0 >
-inline void from_json(const BasicJsonType& j, StringType& s)
-{
-    if (JSON_HEDLEY_UNLIKELY(!j.is_string()))
-    {
-        JSON_THROW(type_error::create(302, concat("type must be string, but is ", j.type_name()), &j));
-    }
-
-    s = *j.template get_ptr<const typename BasicJsonType::string_t*>();
-}
-
-template<typename BasicJsonType>
-inline void from_json(const BasicJsonType& j, typename BasicJsonType::number_float_t& val)
-{
-    get_arithmetic_value(j, val);
-}
-
-template<typename BasicJsonType>
-inline void from_json(const BasicJsonType& j, typename BasicJsonType::number_unsigned_t& val)
-{
-    get_arithmetic_value(j, val);
-}
-
-template<typename BasicJsonType>
-inline void from_json(const BasicJsonType& j, typename BasicJsonType::number_integer_t& val)
-{
-    get_arithmetic_value(j, val);
-}
-
-#if !JSON_DISABLE_ENUM_SERIALIZATION
-template<typename BasicJsonType, typename EnumType,
-         enable_if_t<std::is_enum<EnumType>::value, int> = 0>
-inline void from_json(const BasicJsonType& j, EnumType& e)
-{
-    typename std::underlying_type<EnumType>::type val;
-    get_arithmetic_value(j, val);
-    e = static_cast<EnumType>(val);
-}
-#endif  // JSON_DISABLE_ENUM_SERIALIZATION
-
-// forward_list doesn't have an insert method
-template<typename BasicJsonType, typename T, typename Allocator,
-         enable_if_t<is_getable<BasicJsonType, T>::value, int> = 0>
-inline void from_json(const BasicJsonType& j, std::forward_list<T, Allocator>& l)
-{
-    if (JSON_HEDLEY_UNLIKELY(!j.is_array()))
-    {
-        JSON_THROW(type_error::create(302, concat("type must be array, but is ", j.type_name()), &j));
-    }
-    l.clear();
-    std::transform(j.rbegin(), j.rend(),
-                   std::front_inserter(l), [](const BasicJsonType & i)
-    {
-        return i.template get<T>();
-    });
-}
-
-// valarray doesn't have an insert method
-template<typename BasicJsonType, typename T,
-         enable_if_t<is_getable<BasicJsonType, T>::value, int> = 0>
-inline void from_json(const BasicJsonType& j, std::valarray<T>& l)
-{
-    if (JSON_HEDLEY_UNLIKELY(!j.is_array()))
-    {
-        JSON_THROW(type_error::create(302, concat("type must be array, but is ", j.type_name()), &j));
-    }
-    l.resize(j.size());
-    std::transform(j.begin(), j.end(), std::begin(l),
-                   [](const BasicJsonType & elem)
-    {
-        return elem.template get<T>();
-    });
-}
-
-template<typename BasicJsonType, typename T, std::size_t N>
-auto from_json(const BasicJsonType& j, T (&arr)[N])  // NOLINT(cppcoreguidelines-avoid-c-arrays,hicpp-avoid-c-arrays,modernize-avoid-c-arrays)
--> decltype(j.template get<T>(), void())
-{
-    for (std::size_t i = 0; i < N; ++i)
-    {
-        arr[i] = j.at(i).template get<T>();
-    }
-}
-
-template<typename BasicJsonType>
-inline void from_json_array_impl(const BasicJsonType& j, typename BasicJsonType::array_t& arr, priority_tag<3> /*unused*/)
-{
-    arr = *j.template get_ptr<const typename BasicJsonType::array_t*>();
-}
-
-template<typename BasicJsonType, typename T, std::size_t N>
-auto from_json_array_impl(const BasicJsonType& j, std::array<T, N>& arr,
-                          priority_tag<2> /*unused*/)
--> decltype(j.template get<T>(), void())
-{
-    for (std::size_t i = 0; i < N; ++i)
-    {
-        arr[i] = j.at(i).template get<T>();
-    }
-}
-
-template<typename BasicJsonType, typename ConstructibleArrayType,
-         enable_if_t<
-             std::is_assignable<ConstructibleArrayType&, ConstructibleArrayType>::value,
-             int> = 0>
-auto from_json_array_impl(const BasicJsonType& j, ConstructibleArrayType& arr, priority_tag<1> /*unused*/)
--> decltype(
-    arr.reserve(std::declval<typename ConstructibleArrayType::size_type>()),
-    j.template get<typename ConstructibleArrayType::value_type>(),
-    void())
-{
-    using std::end;
-
-    ConstructibleArrayType ret;
-    ret.reserve(j.size());
-    std::transform(j.begin(), j.end(),
-                   std::inserter(ret, end(ret)), [](const BasicJsonType & i)
-    {
-        // get<BasicJsonType>() returns *this, this won't call a from_json
-        // method when value_type is BasicJsonType
-        return i.template get<typename ConstructibleArrayType::value_type>();
-    });
-    arr = std::move(ret);
-}
-
-template<typename BasicJsonType, typename ConstructibleArrayType,
-         enable_if_t<
-             std::is_assignable<ConstructibleArrayType&, ConstructibleArrayType>::value,
-             int> = 0>
-inline void from_json_array_impl(const BasicJsonType& j, ConstructibleArrayType& arr,
-                                 priority_tag<0> /*unused*/)
-{
-    using std::end;
-
-    ConstructibleArrayType ret;
-    std::transform(
-        j.begin(), j.end(), std::inserter(ret, end(ret)),
-        [](const BasicJsonType & i)
-    {
-        // get<BasicJsonType>() returns *this, this won't call a from_json
-        // method when value_type is BasicJsonType
-        return i.template get<typename ConstructibleArrayType::value_type>();
-    });
-    arr = std::move(ret);
-}
-
-template < typename BasicJsonType, typename ConstructibleArrayType,
-           enable_if_t <
-               is_constructible_array_type<BasicJsonType, ConstructibleArrayType>::value&&
-               !is_constructible_object_type<BasicJsonType, ConstructibleArrayType>::value&&
-               !is_constructible_string_type<BasicJsonType, ConstructibleArrayType>::value&&
-               !std::is_same<ConstructibleArrayType, typename BasicJsonType::binary_t>::value&&
-               !is_basic_json<ConstructibleArrayType>::value,
-               int > = 0 >
-auto from_json(const BasicJsonType& j, ConstructibleArrayType& arr)
--> decltype(from_json_array_impl(j, arr, priority_tag<3> {}),
-j.template get<typename ConstructibleArrayType::value_type>(),
-void())
-{
-    if (JSON_HEDLEY_UNLIKELY(!j.is_array()))
-    {
-        JSON_THROW(type_error::create(302, concat("type must be array, but is ", j.type_name()), &j));
-    }
-
-    from_json_array_impl(j, arr, priority_tag<3> {});
-}
-
-template < typename BasicJsonType, typename T, std::size_t... Idx >
-std::array<T, sizeof...(Idx)> from_json_inplace_array_impl(BasicJsonType&& j,
-        identity_tag<std::array<T, sizeof...(Idx)>> /*unused*/, index_sequence<Idx...> /*unused*/)
-{
-    return { { std::forward<BasicJsonType>(j).at(Idx).template get<T>()... } };
-}
-
-template < typename BasicJsonType, typename T, std::size_t N >
-auto from_json(BasicJsonType&& j, identity_tag<std::array<T, N>> tag)
--> decltype(from_json_inplace_array_impl(std::forward<BasicJsonType>(j), tag, make_index_sequence<N> {}))
-{
-    if (JSON_HEDLEY_UNLIKELY(!j.is_array()))
-    {
-        JSON_THROW(type_error::create(302, concat("type must be array, but is ", j.type_name()), &j));
-    }
-
-    return from_json_inplace_array_impl(std::forward<BasicJsonType>(j), tag, make_index_sequence<N> {});
-}
-
-template<typename BasicJsonType>
-inline void from_json(const BasicJsonType& j, typename BasicJsonType::binary_t& bin)
-{
-    if (JSON_HEDLEY_UNLIKELY(!j.is_binary()))
-    {
-        JSON_THROW(type_error::create(302, concat("type must be binary, but is ", j.type_name()), &j));
-    }
-
-    bin = *j.template get_ptr<const typename BasicJsonType::binary_t*>();
-}
-
-template<typename BasicJsonType, typename ConstructibleObjectType,
-         enable_if_t<is_constructible_object_type<BasicJsonType, ConstructibleObjectType>::value, int> = 0>
-inline void from_json(const BasicJsonType& j, ConstructibleObjectType& obj)
-{
-    if (JSON_HEDLEY_UNLIKELY(!j.is_object()))
-    {
-        JSON_THROW(type_error::create(302, concat("type must be object, but is ", j.type_name()), &j));
-    }
-
-    ConstructibleObjectType ret;
-    const auto* inner_object = j.template get_ptr<const typename BasicJsonType::object_t*>();
-    using value_type = typename ConstructibleObjectType::value_type;
-    std::transform(
-        inner_object->begin(), inner_object->end(),
-        std::inserter(ret, ret.begin()),
-        [](typename BasicJsonType::object_t::value_type const & p)
-    {
-        return value_type(p.first, p.second.template get<typename ConstructibleObjectType::mapped_type>());
-    });
-    obj = std::move(ret);
-}
-
-// overload for arithmetic types, not chosen for basic_json template arguments
-// (BooleanType, etc..); note: Is it really necessary to provide explicit
-// overloads for boolean_t etc. in case of a custom BooleanType which is not
-// an arithmetic type?
-template < typename BasicJsonType, typename ArithmeticType,
-           enable_if_t <
-               std::is_arithmetic<ArithmeticType>::value&&
-               !std::is_same<ArithmeticType, typename BasicJsonType::number_unsigned_t>::value&&
-               !std::is_same<ArithmeticType, typename BasicJsonType::number_integer_t>::value&&
-               !std::is_same<ArithmeticType, typename BasicJsonType::number_float_t>::value&&
-               !std::is_same<ArithmeticType, typename BasicJsonType::boolean_t>::value,
-               int > = 0 >
-inline void from_json(const BasicJsonType& j, ArithmeticType& val)
-{
-    switch (static_cast<value_t>(j))
-    {
-        case value_t::number_unsigned:
-        {
-            val = static_cast<ArithmeticType>(*j.template get_ptr<const typename BasicJsonType::number_unsigned_t*>());
-            break;
-        }
-        case value_t::number_integer:
-        {
-            val = static_cast<ArithmeticType>(*j.template get_ptr<const typename BasicJsonType::number_integer_t*>());
-            break;
-        }
-        case value_t::number_float:
-        {
-            val = static_cast<ArithmeticType>(*j.template get_ptr<const typename BasicJsonType::number_float_t*>());
-            break;
-        }
-        case value_t::boolean:
-        {
-            val = static_cast<ArithmeticType>(*j.template get_ptr<const typename BasicJsonType::boolean_t*>());
-            break;
-        }
-
-        case value_t::null:
-        case value_t::object:
-        case value_t::array:
-        case value_t::string:
-        case value_t::binary:
-        case value_t::discarded:
-        default:
-            JSON_THROW(type_error::create(302, concat("type must be number, but is ", j.type_name()), &j));
-    }
-}
-
-template<typename BasicJsonType, typename... Args, std::size_t... Idx>
-std::tuple<Args...> from_json_tuple_impl_base(BasicJsonType&& j, index_sequence<Idx...> /*unused*/)
-{
-    return std::make_tuple(std::forward<BasicJsonType>(j).at(Idx).template get<Args>()...);
-}
-
-template < typename BasicJsonType, class A1, class A2 >
-std::pair<A1, A2> from_json_tuple_impl(BasicJsonType&& j, identity_tag<std::pair<A1, A2>> /*unused*/, priority_tag<0> /*unused*/)
-{
-    return {std::forward<BasicJsonType>(j).at(0).template get<A1>(),
-            std::forward<BasicJsonType>(j).at(1).template get<A2>()};
-}
-
-template<typename BasicJsonType, typename A1, typename A2>
-inline void from_json_tuple_impl(BasicJsonType&& j, std::pair<A1, A2>& p, priority_tag<1> /*unused*/)
-{
-    p = from_json_tuple_impl(std::forward<BasicJsonType>(j), identity_tag<std::pair<A1, A2>> {}, priority_tag<0> {});
-}
-
-template<typename BasicJsonType, typename... Args>
-std::tuple<Args...> from_json_tuple_impl(BasicJsonType&& j, identity_tag<std::tuple<Args...>> /*unused*/, priority_tag<2> /*unused*/)
-{
-    return from_json_tuple_impl_base<BasicJsonType, Args...>(std::forward<BasicJsonType>(j), index_sequence_for<Args...> {});
-}
-
-template<typename BasicJsonType, typename... Args>
-inline void from_json_tuple_impl(BasicJsonType&& j, std::tuple<Args...>& t, priority_tag<3> /*unused*/)
-{
-    t = from_json_tuple_impl_base<BasicJsonType, Args...>(std::forward<BasicJsonType>(j), index_sequence_for<Args...> {});
-}
-
-template<typename BasicJsonType, typename TupleRelated>
-auto from_json(BasicJsonType&& j, TupleRelated&& t)
--> decltype(from_json_tuple_impl(std::forward<BasicJsonType>(j), std::forward<TupleRelated>(t), priority_tag<3> {}))
-{
-    if (JSON_HEDLEY_UNLIKELY(!j.is_array()))
-    {
-        JSON_THROW(type_error::create(302, concat("type must be array, but is ", j.type_name()), &j));
-    }
-
-    return from_json_tuple_impl(std::forward<BasicJsonType>(j), std::forward<TupleRelated>(t), priority_tag<3> {});
-}
-
-template < typename BasicJsonType, typename Key, typename Value, typename Compare, typename Allocator,
-           typename = enable_if_t < !std::is_constructible <
-                                        typename BasicJsonType::string_t, Key >::value >>
-inline void from_json(const BasicJsonType& j, std::map<Key, Value, Compare, Allocator>& m)
-{
-    if (JSON_HEDLEY_UNLIKELY(!j.is_array()))
-    {
-        JSON_THROW(type_error::create(302, concat("type must be array, but is ", j.type_name()), &j));
-    }
-    m.clear();
-    for (const auto& p : j)
-    {
-        if (JSON_HEDLEY_UNLIKELY(!p.is_array()))
-        {
-            JSON_THROW(type_error::create(302, concat("type must be array, but is ", p.type_name()), &j));
-        }
-        m.emplace(p.at(0).template get<Key>(), p.at(1).template get<Value>());
-    }
-}
-
-template < typename BasicJsonType, typename Key, typename Value, typename Hash, typename KeyEqual, typename Allocator,
-           typename = enable_if_t < !std::is_constructible <
-                                        typename BasicJsonType::string_t, Key >::value >>
-inline void from_json(const BasicJsonType& j, std::unordered_map<Key, Value, Hash, KeyEqual, Allocator>& m)
-{
-    if (JSON_HEDLEY_UNLIKELY(!j.is_array()))
-    {
-        JSON_THROW(type_error::create(302, concat("type must be array, but is ", j.type_name()), &j));
-    }
-    m.clear();
-    for (const auto& p : j)
-    {
-        if (JSON_HEDLEY_UNLIKELY(!p.is_array()))
-        {
-            JSON_THROW(type_error::create(302, concat("type must be array, but is ", p.type_name()), &j));
-        }
-        m.emplace(p.at(0).template get<Key>(), p.at(1).template get<Value>());
-    }
-}
-
-#if JSON_HAS_FILESYSTEM || JSON_HAS_EXPERIMENTAL_FILESYSTEM
-template<typename BasicJsonType>
-inline void from_json(const BasicJsonType& j, std_fs::path& p)
-{
-    if (JSON_HEDLEY_UNLIKELY(!j.is_string()))
-    {
-        JSON_THROW(type_error::create(302, concat("type must be string, but is ", j.type_name()), &j));
-    }
-    p = *j.template get_ptr<const typename BasicJsonType::string_t*>();
-}
-#endif
-
-struct from_json_fn
-{
-    template<typename BasicJsonType, typename T>
-    auto operator()(const BasicJsonType& j, T&& val) const
-    noexcept(noexcept(from_json(j, std::forward<T>(val))))
-    -> decltype(from_json(j, std::forward<T>(val)))
-    {
-        return from_json(j, std::forward<T>(val));
-    }
-};
-
-}  // namespace detail
-
-#ifndef JSON_HAS_CPP_17
-/// namespace to hold default `from_json` function
-/// to see why this is required:
-/// http://www.open-std.org/jtc1/sc22/wg21/docs/papers/2015/n4381.html
-namespace // NOLINT(cert-dcl59-cpp,fuchsia-header-anon-namespaces,google-build-namespaces)
-{
-#endif
-JSON_INLINE_VARIABLE constexpr const auto& from_json = // NOLINT(misc-definitions-in-headers)
-    detail::static_const<detail::from_json_fn>::value;
-#ifndef JSON_HAS_CPP_17
-}  // namespace
-#endif
-
-NLOHMANN_JSON_NAMESPACE_END
-
-// #include <nlohmann/detail/conversions/to_json.hpp>
-//     __ _____ _____ _____
-//  __|  |   __|     |   | |  JSON for Modern C++
-// |  |  |__   |  |  | | | |  version 3.11.2
-// |_____|_____|_____|_|___|  https://github.com/nlohmann/json
-//
-// SPDX-FileCopyrightText: 2013-2022 Niels Lohmann <https://nlohmann.me>
-// SPDX-License-Identifier: MIT
-
-
-
-#include <algorithm> // copy
-#include <iterator> // begin, end
-#include <string> // string
-#include <tuple> // tuple, get
-#include <type_traits> // is_same, is_constructible, is_floating_point, is_enum, underlying_type
-#include <utility> // move, forward, declval, pair
-#include <valarray> // valarray
-#include <vector> // vector
-
-// #include <nlohmann/detail/iterators/iteration_proxy.hpp>
-//     __ _____ _____ _____
-//  __|  |   __|     |   | |  JSON for Modern C++
-// |  |  |__   |  |  | | | |  version 3.11.2
-// |_____|_____|_____|_|___|  https://github.com/nlohmann/json
-//
-// SPDX-FileCopyrightText: 2013-2022 Niels Lohmann <https://nlohmann.me>
-// SPDX-License-Identifier: MIT
-
-
-
-#include <cstddef> // size_t
-#include <iterator> // input_iterator_tag
-#include <string> // string, to_string
-#include <tuple> // tuple_size, get, tuple_element
-#include <utility> // move
-
-#if JSON_HAS_RANGES
-    #include <ranges> // enable_borrowed_range
-#endif
-
-// #include <nlohmann/detail/abi_macros.hpp>
-
-// #include <nlohmann/detail/meta/type_traits.hpp>
-
-// #include <nlohmann/detail/value_t.hpp>
-
-
-NLOHMANN_JSON_NAMESPACE_BEGIN
-namespace detail
-{
-
-template<typename string_type>
-void int_to_string( string_type& target, std::size_t value )
-{
-    // For ADL
-    using std::to_string;
-    target = to_string(value);
-}
-template<typename IteratorType> class iteration_proxy_value
-{
-  public:
-    using difference_type = std::ptrdiff_t;
-    using value_type = iteration_proxy_value;
-    using pointer = value_type *;
-    using reference = value_type &;
-    using iterator_category = std::input_iterator_tag;
-    using string_type = typename std::remove_cv< typename std::remove_reference<decltype( std::declval<IteratorType>().key() ) >::type >::type;
-
-  private:
-    /// the iterator
-    IteratorType anchor{};
-    /// an index for arrays (used to create key names)
-    std::size_t array_index = 0;
-    /// last stringified array index
-    mutable std::size_t array_index_last = 0;
-    /// a string representation of the array index
-    mutable string_type array_index_str = "0";
-    /// an empty string (to return a reference for primitive values)
-    string_type empty_str{};
-
-  public:
-    explicit iteration_proxy_value() = default;
-    explicit iteration_proxy_value(IteratorType it, std::size_t array_index_ = 0)
-    noexcept(std::is_nothrow_move_constructible<IteratorType>::value
-             && std::is_nothrow_default_constructible<string_type>::value)
-        : anchor(std::move(it))
-        , array_index(array_index_)
-    {}
-
-    iteration_proxy_value(iteration_proxy_value const&) = default;
-    iteration_proxy_value& operator=(iteration_proxy_value const&) = default;
-    // older GCCs are a bit fussy and require explicit noexcept specifiers on defaulted functions
-    iteration_proxy_value(iteration_proxy_value&&)
-    noexcept(std::is_nothrow_move_constructible<IteratorType>::value
-             && std::is_nothrow_move_constructible<string_type>::value) = default;
-    iteration_proxy_value& operator=(iteration_proxy_value&&)
-    noexcept(std::is_nothrow_move_assignable<IteratorType>::value
-             && std::is_nothrow_move_assignable<string_type>::value) = default;
-    ~iteration_proxy_value() = default;
-
-    /// dereference operator (needed for range-based for)
-    const iteration_proxy_value& operator*() const
-    {
-        return *this;
-    }
-
-    /// increment operator (needed for range-based for)
-    iteration_proxy_value& operator++()
-    {
-        ++anchor;
-        ++array_index;
-
-        return *this;
-    }
-
-    iteration_proxy_value operator++(int)& // NOLINT(cert-dcl21-cpp)
-    {
-        auto tmp = iteration_proxy_value(anchor, array_index);
-        ++anchor;
-        ++array_index;
-        return tmp;
-    }
-
-    /// equality operator (needed for InputIterator)
-    bool operator==(const iteration_proxy_value& o) const
-    {
-        return anchor == o.anchor;
-    }
-
-    /// inequality operator (needed for range-based for)
-    bool operator!=(const iteration_proxy_value& o) const
-    {
-        return anchor != o.anchor;
-    }
-
-    /// return key of the iterator
-    const string_type& key() const
-    {
-        JSON_ASSERT(anchor.m_object != nullptr);
-
-        switch (anchor.m_object->type())
-        {
-            // use integer array index as key
-            case value_t::array:
-            {
-                if (array_index != array_index_last)
-                {
-                    int_to_string( array_index_str, array_index );
-                    array_index_last = array_index;
-                }
-                return array_index_str;
-            }
-
-            // use key from the object
-            case value_t::object:
-                return anchor.key();
-
-            // use an empty key for all primitive types
-            case value_t::null:
-            case value_t::string:
-            case value_t::boolean:
-            case value_t::number_integer:
-            case value_t::number_unsigned:
-            case value_t::number_float:
-            case value_t::binary:
-            case value_t::discarded:
-            default:
-                return empty_str;
-        }
-    }
-
-    /// return value of the iterator
-    typename IteratorType::reference value() const
-    {
-        return anchor.value();
-    }
-};
-
-/// proxy class for the items() function
-template<typename IteratorType> class iteration_proxy
-{
-  private:
-    /// the container to iterate
-    typename IteratorType::pointer container = nullptr;
-
-  public:
-    explicit iteration_proxy() = default;
-
-    /// construct iteration proxy from a container
-    explicit iteration_proxy(typename IteratorType::reference cont) noexcept
-        : container(&cont) {}
-
-    iteration_proxy(iteration_proxy const&) = default;
-    iteration_proxy& operator=(iteration_proxy const&) = default;
-    iteration_proxy(iteration_proxy&&) noexcept = default;
-    iteration_proxy& operator=(iteration_proxy&&) noexcept = default;
-    ~iteration_proxy() = default;
-
-    /// return iterator begin (needed for range-based for)
-    iteration_proxy_value<IteratorType> begin() const noexcept
-    {
-        return iteration_proxy_value<IteratorType>(container->begin());
-    }
-
-    /// return iterator end (needed for range-based for)
-    iteration_proxy_value<IteratorType> end() const noexcept
-    {
-        return iteration_proxy_value<IteratorType>(container->end());
-    }
-};
-
-// Structured Bindings Support
-// For further reference see https://blog.tartanllama.xyz/structured-bindings/
-// And see https://github.com/nlohmann/json/pull/1391
-template<std::size_t N, typename IteratorType, enable_if_t<N == 0, int> = 0>
-auto get(const nlohmann::detail::iteration_proxy_value<IteratorType>& i) -> decltype(i.key())
-{
-    return i.key();
-}
-// Structured Bindings Support
-// For further reference see https://blog.tartanllama.xyz/structured-bindings/
-// And see https://github.com/nlohmann/json/pull/1391
-template<std::size_t N, typename IteratorType, enable_if_t<N == 1, int> = 0>
-auto get(const nlohmann::detail::iteration_proxy_value<IteratorType>& i) -> decltype(i.value())
-{
-    return i.value();
-}
-
-}  // namespace detail
-NLOHMANN_JSON_NAMESPACE_END
-
-// The Addition to the STD Namespace is required to add
-// Structured Bindings Support to the iteration_proxy_value class
-// For further reference see https://blog.tartanllama.xyz/structured-bindings/
-// And see https://github.com/nlohmann/json/pull/1391
-namespace std
-{
-
-#if defined(__clang__)
-    // Fix: https://github.com/nlohmann/json/issues/1401
-    #pragma clang diagnostic push
-    #pragma clang diagnostic ignored "-Wmismatched-tags"
-#endif
-template<typename IteratorType>
-class tuple_size<::nlohmann::detail::iteration_proxy_value<IteratorType>>
-            : public std::integral_constant<std::size_t, 2> {};
-
-template<std::size_t N, typename IteratorType>
-class tuple_element<N, ::nlohmann::detail::iteration_proxy_value<IteratorType >>
-{
-  public:
-    using type = decltype(
-                     get<N>(std::declval <
-                            ::nlohmann::detail::iteration_proxy_value<IteratorType >> ()));
-};
-#if defined(__clang__)
-    #pragma clang diagnostic pop
-#endif
-
-}  // namespace std
-
-#if JSON_HAS_RANGES
-    template <typename IteratorType>
-    inline constexpr bool ::std::ranges::enable_borrowed_range<::nlohmann::detail::iteration_proxy<IteratorType>> = true;
-#endif
-
-// #include <nlohmann/detail/macro_scope.hpp>
-
-// #include <nlohmann/detail/meta/cpp_future.hpp>
-
-// #include <nlohmann/detail/meta/std_fs.hpp>
-
-// #include <nlohmann/detail/meta/type_traits.hpp>
-
-// #include <nlohmann/detail/value_t.hpp>
-
-
-NLOHMANN_JSON_NAMESPACE_BEGIN
-namespace detail
-{
-
-//////////////////
-// constructors //
-//////////////////
-
-/*
- * Note all external_constructor<>::construct functions need to call
- * j.m_value.destroy(j.m_type) to avoid a memory leak in case j contains an
- * allocated value (e.g., a string). See bug issue
- * https://github.com/nlohmann/json/issues/2865 for more information.
- */
-
-template<value_t> struct external_constructor;
-
-template<>
-struct external_constructor<value_t::boolean>
-{
-    template<typename BasicJsonType>
-    static void construct(BasicJsonType& j, typename BasicJsonType::boolean_t b) noexcept
-    {
-        j.m_value.destroy(j.m_type);
-        j.m_type = value_t::boolean;
-        j.m_value = b;
-        j.assert_invariant();
-    }
-};
-
-template<>
-struct external_constructor<value_t::string>
-{
-    template<typename BasicJsonType>
-    static void construct(BasicJsonType& j, const typename BasicJsonType::string_t& s)
-    {
-        j.m_value.destroy(j.m_type);
-        j.m_type = value_t::string;
-        j.m_value = s;
-        j.assert_invariant();
-    }
-
-    template<typename BasicJsonType>
-    static void construct(BasicJsonType& j, typename BasicJsonType::string_t&& s)
-    {
-        j.m_value.destroy(j.m_type);
-        j.m_type = value_t::string;
-        j.m_value = std::move(s);
-        j.assert_invariant();
-    }
-
-    template < typename BasicJsonType, typename CompatibleStringType,
-               enable_if_t < !std::is_same<CompatibleStringType, typename BasicJsonType::string_t>::value,
-                             int > = 0 >
-    static void construct(BasicJsonType& j, const CompatibleStringType& str)
-    {
-        j.m_value.destroy(j.m_type);
-        j.m_type = value_t::string;
-        j.m_value.string = j.template create<typename BasicJsonType::string_t>(str);
-        j.assert_invariant();
-    }
-};
-
-template<>
-struct external_constructor<value_t::binary>
-{
-    template<typename BasicJsonType>
-    static void construct(BasicJsonType& j, const typename BasicJsonType::binary_t& b)
-    {
-        j.m_value.destroy(j.m_type);
-        j.m_type = value_t::binary;
-        j.m_value = typename BasicJsonType::binary_t(b);
-        j.assert_invariant();
-    }
-
-    template<typename BasicJsonType>
-    static void construct(BasicJsonType& j, typename BasicJsonType::binary_t&& b)
-    {
-        j.m_value.destroy(j.m_type);
-        j.m_type = value_t::binary;
-        j.m_value = typename BasicJsonType::binary_t(std::move(b));
-        j.assert_invariant();
-    }
-};
-
-template<>
-struct external_constructor<value_t::number_float>
-{
-    template<typename BasicJsonType>
-    static void construct(BasicJsonType& j, typename BasicJsonType::number_float_t val) noexcept
-    {
-        j.m_value.destroy(j.m_type);
-        j.m_type = value_t::number_float;
-        j.m_value = val;
-        j.assert_invariant();
-    }
-};
-
-template<>
-struct external_constructor<value_t::number_unsigned>
-{
-    template<typename BasicJsonType>
-    static void construct(BasicJsonType& j, typename BasicJsonType::number_unsigned_t val) noexcept
-    {
-        j.m_value.destroy(j.m_type);
-        j.m_type = value_t::number_unsigned;
-        j.m_value = val;
-        j.assert_invariant();
-    }
-};
-
-template<>
-struct external_constructor<value_t::number_integer>
-{
-    template<typename BasicJsonType>
-    static void construct(BasicJsonType& j, typename BasicJsonType::number_integer_t val) noexcept
-    {
-        j.m_value.destroy(j.m_type);
-        j.m_type = value_t::number_integer;
-        j.m_value = val;
-        j.assert_invariant();
-    }
-};
-
-template<>
-struct external_constructor<value_t::array>
-{
-    template<typename BasicJsonType>
-    static void construct(BasicJsonType& j, const typename BasicJsonType::array_t& arr)
-    {
-        j.m_value.destroy(j.m_type);
-        j.m_type = value_t::array;
-        j.m_value = arr;
-        j.set_parents();
-        j.assert_invariant();
-    }
-
-    template<typename BasicJsonType>
-    static void construct(BasicJsonType& j, typename BasicJsonType::array_t&& arr)
-    {
-        j.m_value.destroy(j.m_type);
-        j.m_type = value_t::array;
-        j.m_value = std::move(arr);
-        j.set_parents();
-        j.assert_invariant();
-    }
-
-    template < typename BasicJsonType, typename CompatibleArrayType,
-               enable_if_t < !std::is_same<CompatibleArrayType, typename BasicJsonType::array_t>::value,
-                             int > = 0 >
-    static void construct(BasicJsonType& j, const CompatibleArrayType& arr)
-    {
-        using std::begin;
-        using std::end;
-
-        j.m_value.destroy(j.m_type);
-        j.m_type = value_t::array;
-        j.m_value.array = j.template create<typename BasicJsonType::array_t>(begin(arr), end(arr));
-        j.set_parents();
-        j.assert_invariant();
-    }
-
-    template<typename BasicJsonType>
-    static void construct(BasicJsonType& j, const std::vector<bool>& arr)
-    {
-        j.m_value.destroy(j.m_type);
-        j.m_type = value_t::array;
-        j.m_value = value_t::array;
-        j.m_value.array->reserve(arr.size());
-        for (const bool x : arr)
-        {
-            j.m_value.array->push_back(x);
-            j.set_parent(j.m_value.array->back());
-        }
-        j.assert_invariant();
-    }
-
-    template<typename BasicJsonType, typename T,
-             enable_if_t<std::is_convertible<T, BasicJsonType>::value, int> = 0>
-    static void construct(BasicJsonType& j, const std::valarray<T>& arr)
-    {
-        j.m_value.destroy(j.m_type);
-        j.m_type = value_t::array;
-        j.m_value = value_t::array;
-        j.m_value.array->resize(arr.size());
-        if (arr.size() > 0)
-        {
-            std::copy(std::begin(arr), std::end(arr), j.m_value.array->begin());
-        }
-        j.set_parents();
-        j.assert_invariant();
-    }
-};
-
-template<>
-struct external_constructor<value_t::object>
-{
-    template<typename BasicJsonType>
-    static void construct(BasicJsonType& j, const typename BasicJsonType::object_t& obj)
-    {
-        j.m_value.destroy(j.m_type);
-        j.m_type = value_t::object;
-        j.m_value = obj;
-        j.set_parents();
-        j.assert_invariant();
-    }
-
-    template<typename BasicJsonType>
-    static void construct(BasicJsonType& j, typename BasicJsonType::object_t&& obj)
-    {
-        j.m_value.destroy(j.m_type);
-        j.m_type = value_t::object;
-        j.m_value = std::move(obj);
-        j.set_parents();
-        j.assert_invariant();
-    }
-
-    template < typename BasicJsonType, typename CompatibleObjectType,
-               enable_if_t < !std::is_same<CompatibleObjectType, typename BasicJsonType::object_t>::value, int > = 0 >
-    static void construct(BasicJsonType& j, const CompatibleObjectType& obj)
-    {
-        using std::begin;
-        using std::end;
-
-        j.m_value.destroy(j.m_type);
-        j.m_type = value_t::object;
-        j.m_value.object = j.template create<typename BasicJsonType::object_t>(begin(obj), end(obj));
-        j.set_parents();
-        j.assert_invariant();
-    }
-};
-
-/////////////
-// to_json //
-/////////////
-
-template<typename BasicJsonType, typename T,
-         enable_if_t<std::is_same<T, typename BasicJsonType::boolean_t>::value, int> = 0>
-inline void to_json(BasicJsonType& j, T b) noexcept
-{
-    external_constructor<value_t::boolean>::construct(j, b);
-}
-
-template < typename BasicJsonType, typename BoolRef,
-           enable_if_t <
-               ((std::is_same<std::vector<bool>::reference, BoolRef>::value
-                 && !std::is_same <std::vector<bool>::reference, typename BasicJsonType::boolean_t&>::value)
-                || (std::is_same<std::vector<bool>::const_reference, BoolRef>::value
-                    && !std::is_same <detail::uncvref_t<std::vector<bool>::const_reference>,
-                                      typename BasicJsonType::boolean_t >::value))
-               && std::is_convertible<const BoolRef&, typename BasicJsonType::boolean_t>::value, int > = 0 >
-inline void to_json(BasicJsonType& j, const BoolRef& b) noexcept
-{
-    external_constructor<value_t::boolean>::construct(j, static_cast<typename BasicJsonType::boolean_t>(b));
-}
-
-template<typename BasicJsonType, typename CompatibleString,
-         enable_if_t<std::is_constructible<typename BasicJsonType::string_t, CompatibleString>::value, int> = 0>
-inline void to_json(BasicJsonType& j, const CompatibleString& s)
-{
-    external_constructor<value_t::string>::construct(j, s);
-}
-
-template<typename BasicJsonType>
-inline void to_json(BasicJsonType& j, typename BasicJsonType::string_t&& s)
-{
-    external_constructor<value_t::string>::construct(j, std::move(s));
-}
-
-template<typename BasicJsonType, typename FloatType,
-         enable_if_t<std::is_floating_point<FloatType>::value, int> = 0>
-inline void to_json(BasicJsonType& j, FloatType val) noexcept
-{
-    external_constructor<value_t::number_float>::construct(j, static_cast<typename BasicJsonType::number_float_t>(val));
-}
-
-template<typename BasicJsonType, typename CompatibleNumberUnsignedType,
-         enable_if_t<is_compatible_integer_type<typename BasicJsonType::number_unsigned_t, CompatibleNumberUnsignedType>::value, int> = 0>
-inline void to_json(BasicJsonType& j, CompatibleNumberUnsignedType val) noexcept
-{
-    external_constructor<value_t::number_unsigned>::construct(j, static_cast<typename BasicJsonType::number_unsigned_t>(val));
-}
-
-template<typename BasicJsonType, typename CompatibleNumberIntegerType,
-         enable_if_t<is_compatible_integer_type<typename BasicJsonType::number_integer_t, CompatibleNumberIntegerType>::value, int> = 0>
-inline void to_json(BasicJsonType& j, CompatibleNumberIntegerType val) noexcept
-{
-    external_constructor<value_t::number_integer>::construct(j, static_cast<typename BasicJsonType::number_integer_t>(val));
-}
-
-#if !JSON_DISABLE_ENUM_SERIALIZATION
-template<typename BasicJsonType, typename EnumType,
-         enable_if_t<std::is_enum<EnumType>::value, int> = 0>
-inline void to_json(BasicJsonType& j, EnumType e) noexcept
-{
-    using underlying_type = typename std::underlying_type<EnumType>::type;
-    external_constructor<value_t::number_integer>::construct(j, static_cast<underlying_type>(e));
-}
-#endif  // JSON_DISABLE_ENUM_SERIALIZATION
-
-template<typename BasicJsonType>
-inline void to_json(BasicJsonType& j, const std::vector<bool>& e)
-{
-    external_constructor<value_t::array>::construct(j, e);
-}
-
-template < typename BasicJsonType, typename CompatibleArrayType,
-           enable_if_t < is_compatible_array_type<BasicJsonType,
-                         CompatibleArrayType>::value&&
-                         !is_compatible_object_type<BasicJsonType, CompatibleArrayType>::value&&
-                         !is_compatible_string_type<BasicJsonType, CompatibleArrayType>::value&&
-                         !std::is_same<typename BasicJsonType::binary_t, CompatibleArrayType>::value&&
-                         !is_basic_json<CompatibleArrayType>::value,
-                         int > = 0 >
-inline void to_json(BasicJsonType& j, const CompatibleArrayType& arr)
-{
-    external_constructor<value_t::array>::construct(j, arr);
-}
-
-template<typename BasicJsonType>
-inline void to_json(BasicJsonType& j, const typename BasicJsonType::binary_t& bin)
-{
-    external_constructor<value_t::binary>::construct(j, bin);
-}
-
-template<typename BasicJsonType, typename T,
-         enable_if_t<std::is_convertible<T, BasicJsonType>::value, int> = 0>
-inline void to_json(BasicJsonType& j, const std::valarray<T>& arr)
-{
-    external_constructor<value_t::array>::construct(j, std::move(arr));
-}
-
-template<typename BasicJsonType>
-inline void to_json(BasicJsonType& j, typename BasicJsonType::array_t&& arr)
-{
-    external_constructor<value_t::array>::construct(j, std::move(arr));
-}
-
-template < typename BasicJsonType, typename CompatibleObjectType,
-           enable_if_t < is_compatible_object_type<BasicJsonType, CompatibleObjectType>::value&& !is_basic_json<CompatibleObjectType>::value, int > = 0 >
-inline void to_json(BasicJsonType& j, const CompatibleObjectType& obj)
-{
-    external_constructor<value_t::object>::construct(j, obj);
-}
-
-template<typename BasicJsonType>
-inline void to_json(BasicJsonType& j, typename BasicJsonType::object_t&& obj)
-{
-    external_constructor<value_t::object>::construct(j, std::move(obj));
-}
-
-template <
-    typename BasicJsonType, typename T, std::size_t N,
-    enable_if_t < !std::is_constructible<typename BasicJsonType::string_t,
-                  const T(&)[N]>::value, // NOLINT(cppcoreguidelines-avoid-c-arrays,hicpp-avoid-c-arrays,modernize-avoid-c-arrays)
-                  int > = 0 >
-inline void to_json(BasicJsonType& j, const T(&arr)[N]) // NOLINT(cppcoreguidelines-avoid-c-arrays,hicpp-avoid-c-arrays,modernize-avoid-c-arrays)
-{
-    external_constructor<value_t::array>::construct(j, arr);
-}
-
-template < typename BasicJsonType, typename T1, typename T2, enable_if_t < std::is_constructible<BasicJsonType, T1>::value&& std::is_constructible<BasicJsonType, T2>::value, int > = 0 >
-inline void to_json(BasicJsonType& j, const std::pair<T1, T2>& p)
-{
-    j = { p.first, p.second };
-}
-
-// for https://github.com/nlohmann/json/pull/1134
-template<typename BasicJsonType, typename T,
-         enable_if_t<std::is_same<T, iteration_proxy_value<typename BasicJsonType::iterator>>::value, int> = 0>
-inline void to_json(BasicJsonType& j, const T& b)
-{
-    j = { {b.key(), b.value()} };
-}
-
-template<typename BasicJsonType, typename Tuple, std::size_t... Idx>
-inline void to_json_tuple_impl(BasicJsonType& j, const Tuple& t, index_sequence<Idx...> /*unused*/)
-{
-    j = { std::get<Idx>(t)... };
-}
-
-template<typename BasicJsonType, typename T, enable_if_t<is_constructible_tuple<BasicJsonType, T>::value, int > = 0>
-inline void to_json(BasicJsonType& j, const T& t)
-{
-    to_json_tuple_impl(j, t, make_index_sequence<std::tuple_size<T>::value> {});
-}
-
-#if JSON_HAS_FILESYSTEM || JSON_HAS_EXPERIMENTAL_FILESYSTEM
-template<typename BasicJsonType>
-inline void to_json(BasicJsonType& j, const std_fs::path& p)
-{
-    j = p.string();
-}
-#endif
-
-struct to_json_fn
-{
-    template<typename BasicJsonType, typename T>
-    auto operator()(BasicJsonType& j, T&& val) const noexcept(noexcept(to_json(j, std::forward<T>(val))))
-    -> decltype(to_json(j, std::forward<T>(val)), void())
-    {
-        return to_json(j, std::forward<T>(val));
-    }
-};
-}  // namespace detail
-
-#ifndef JSON_HAS_CPP_17
-/// namespace to hold default `to_json` function
-/// to see why this is required:
-/// http://www.open-std.org/jtc1/sc22/wg21/docs/papers/2015/n4381.html
-namespace // NOLINT(cert-dcl59-cpp,fuchsia-header-anon-namespaces,google-build-namespaces)
-{
-#endif
-JSON_INLINE_VARIABLE constexpr const auto& to_json = // NOLINT(misc-definitions-in-headers)
-    detail::static_const<detail::to_json_fn>::value;
-#ifndef JSON_HAS_CPP_17
-}  // namespace
-#endif
-
-NLOHMANN_JSON_NAMESPACE_END
-
-// #include <nlohmann/detail/meta/identity_tag.hpp>
-
-
-NLOHMANN_JSON_NAMESPACE_BEGIN
-
-/// @sa https://json.nlohmann.me/api/adl_serializer/
-template<typename ValueType, typename>
-struct adl_serializer
-{
-    /// @brief convert a JSON value to any value type
-    /// @sa https://json.nlohmann.me/api/adl_serializer/from_json/
-    template<typename BasicJsonType, typename TargetType = ValueType>
-    static auto from_json(BasicJsonType && j, TargetType& val) noexcept(
-        noexcept(::nlohmann::from_json(std::forward<BasicJsonType>(j), val)))
-    -> decltype(::nlohmann::from_json(std::forward<BasicJsonType>(j), val), void())
-    {
-        ::nlohmann::from_json(std::forward<BasicJsonType>(j), val);
-    }
-
-    /// @brief convert a JSON value to any value type
-    /// @sa https://json.nlohmann.me/api/adl_serializer/from_json/
-    template<typename BasicJsonType, typename TargetType = ValueType>
-    static auto from_json(BasicJsonType && j) noexcept(
-    noexcept(::nlohmann::from_json(std::forward<BasicJsonType>(j), detail::identity_tag<TargetType> {})))
-    -> decltype(::nlohmann::from_json(std::forward<BasicJsonType>(j), detail::identity_tag<TargetType> {}))
-    {
-        return ::nlohmann::from_json(std::forward<BasicJsonType>(j), detail::identity_tag<TargetType> {});
-    }
-
-    /// @brief convert any value type to a JSON value
-    /// @sa https://json.nlohmann.me/api/adl_serializer/to_json/
-    template<typename BasicJsonType, typename TargetType = ValueType>
-    static auto to_json(BasicJsonType& j, TargetType && val) noexcept(
-        noexcept(::nlohmann::to_json(j, std::forward<TargetType>(val))))
-    -> decltype(::nlohmann::to_json(j, std::forward<TargetType>(val)), void())
-    {
-        ::nlohmann::to_json(j, std::forward<TargetType>(val));
-    }
-};
-
-NLOHMANN_JSON_NAMESPACE_END
-
-// #include <nlohmann/byte_container_with_subtype.hpp>
-//     __ _____ _____ _____
-//  __|  |   __|     |   | |  JSON for Modern C++
-// |  |  |__   |  |  | | | |  version 3.11.2
-// |_____|_____|_____|_|___|  https://github.com/nlohmann/json
-//
-// SPDX-FileCopyrightText: 2013-2022 Niels Lohmann <https://nlohmann.me>
-// SPDX-License-Identifier: MIT
-
-
-
-#include <cstdint> // uint8_t, uint64_t
-#include <tuple> // tie
-#include <utility> // move
-
-// #include <nlohmann/detail/abi_macros.hpp>
-
-
-NLOHMANN_JSON_NAMESPACE_BEGIN
-
-/// @brief an internal type for a backed binary type
-/// @sa https://json.nlohmann.me/api/byte_container_with_subtype/
-template<typename BinaryType>
-class byte_container_with_subtype : public BinaryType
-{
-  public:
-    using container_type = BinaryType;
-    using subtype_type = std::uint64_t;
-
-    /// @sa https://json.nlohmann.me/api/byte_container_with_subtype/byte_container_with_subtype/
-    byte_container_with_subtype() noexcept(noexcept(container_type()))
-        : container_type()
-    {}
-
-    /// @sa https://json.nlohmann.me/api/byte_container_with_subtype/byte_container_with_subtype/
-    byte_container_with_subtype(const container_type& b) noexcept(noexcept(container_type(b)))
-        : container_type(b)
-    {}
-
-    /// @sa https://json.nlohmann.me/api/byte_container_with_subtype/byte_container_with_subtype/
-    byte_container_with_subtype(container_type&& b) noexcept(noexcept(container_type(std::move(b))))
-        : container_type(std::move(b))
-    {}
-
-    /// @sa https://json.nlohmann.me/api/byte_container_with_subtype/byte_container_with_subtype/
-    byte_container_with_subtype(const container_type& b, subtype_type subtype_) noexcept(noexcept(container_type(b)))
-        : container_type(b)
-        , m_subtype(subtype_)
-        , m_has_subtype(true)
-    {}
-
-    /// @sa https://json.nlohmann.me/api/byte_container_with_subtype/byte_container_with_subtype/
-    byte_container_with_subtype(container_type&& b, subtype_type subtype_) noexcept(noexcept(container_type(std::move(b))))
-        : container_type(std::move(b))
-        , m_subtype(subtype_)
-        , m_has_subtype(true)
-    {}
-
-    bool operator==(const byte_container_with_subtype& rhs) const
-    {
-        return std::tie(static_cast<const BinaryType&>(*this), m_subtype, m_has_subtype) ==
-               std::tie(static_cast<const BinaryType&>(rhs), rhs.m_subtype, rhs.m_has_subtype);
-    }
-
-    bool operator!=(const byte_container_with_subtype& rhs) const
-    {
-        return !(rhs == *this);
-    }
-
-    /// @brief sets the binary subtype
-    /// @sa https://json.nlohmann.me/api/byte_container_with_subtype/set_subtype/
-    void set_subtype(subtype_type subtype_) noexcept
-    {
-        m_subtype = subtype_;
-        m_has_subtype = true;
-    }
-
-    /// @brief return the binary subtype
-    /// @sa https://json.nlohmann.me/api/byte_container_with_subtype/subtype/
-    constexpr subtype_type subtype() const noexcept
-    {
-        return m_has_subtype ? m_subtype : static_cast<subtype_type>(-1);
-    }
-
-    /// @brief return whether the value has a subtype
-    /// @sa https://json.nlohmann.me/api/byte_container_with_subtype/has_subtype/
-    constexpr bool has_subtype() const noexcept
-    {
-        return m_has_subtype;
-    }
-
-    /// @brief clears the binary subtype
-    /// @sa https://json.nlohmann.me/api/byte_container_with_subtype/clear_subtype/
-    void clear_subtype() noexcept
-    {
-        m_subtype = 0;
-        m_has_subtype = false;
-    }
-
-  private:
-    subtype_type m_subtype = 0;
-    bool m_has_subtype = false;
-};
-
-NLOHMANN_JSON_NAMESPACE_END
-
-// #include <nlohmann/detail/conversions/from_json.hpp>
-
-// #include <nlohmann/detail/conversions/to_json.hpp>
-
-// #include <nlohmann/detail/exceptions.hpp>
-
-// #include <nlohmann/detail/hash.hpp>
-//     __ _____ _____ _____
-//  __|  |   __|     |   | |  JSON for Modern C++
-// |  |  |__   |  |  | | | |  version 3.11.2
-// |_____|_____|_____|_|___|  https://github.com/nlohmann/json
-//
-// SPDX-FileCopyrightText: 2013-2022 Niels Lohmann <https://nlohmann.me>
-// SPDX-License-Identifier: MIT
-
-
-
-#include <cstdint> // uint8_t
-#include <cstddef> // size_t
-#include <functional> // hash
-
-// #include <nlohmann/detail/abi_macros.hpp>
-
-// #include <nlohmann/detail/value_t.hpp>
-
-
-NLOHMANN_JSON_NAMESPACE_BEGIN
-namespace detail
-{
-
-// boost::hash_combine
-inline std::size_t combine(std::size_t seed, std::size_t h) noexcept
-{
-    seed ^= h + 0x9e3779b9 + (seed << 6U) + (seed >> 2U);
-    return seed;
-}
-
-/*!
-@brief hash a JSON value
-
-The hash function tries to rely on std::hash where possible. Furthermore, the
-type of the JSON value is taken into account to have different hash values for
-null, 0, 0U, and false, etc.
-
-@tparam BasicJsonType basic_json specialization
-@param j JSON value to hash
-@return hash value of j
-*/
-template<typename BasicJsonType>
-std::size_t hash(const BasicJsonType& j)
-{
-    using string_t = typename BasicJsonType::string_t;
-    using number_integer_t = typename BasicJsonType::number_integer_t;
-    using number_unsigned_t = typename BasicJsonType::number_unsigned_t;
-    using number_float_t = typename BasicJsonType::number_float_t;
-
-    const auto type = static_cast<std::size_t>(j.type());
-    switch (j.type())
-    {
-        case BasicJsonType::value_t::null:
-        case BasicJsonType::value_t::discarded:
-        {
-            return combine(type, 0);
-        }
-
-        case BasicJsonType::value_t::object:
-        {
-            auto seed = combine(type, j.size());
-            for (const auto& element : j.items())
-            {
-                const auto h = std::hash<string_t> {}(element.key());
-                seed = combine(seed, h);
-                seed = combine(seed, hash(element.value()));
-            }
-            return seed;
-        }
-
-        case BasicJsonType::value_t::array:
-        {
-            auto seed = combine(type, j.size());
-            for (const auto& element : j)
-            {
-                seed = combine(seed, hash(element));
-            }
-            return seed;
-        }
-
-        case BasicJsonType::value_t::string:
-        {
-            const auto h = std::hash<string_t> {}(j.template get_ref<const string_t&>());
-            return combine(type, h);
-        }
-
-        case BasicJsonType::value_t::boolean:
-        {
-            const auto h = std::hash<bool> {}(j.template get<bool>());
-            return combine(type, h);
-        }
-
-        case BasicJsonType::value_t::number_integer:
-        {
-            const auto h = std::hash<number_integer_t> {}(j.template get<number_integer_t>());
-            return combine(type, h);
-        }
-
-        case BasicJsonType::value_t::number_unsigned:
-        {
-            const auto h = std::hash<number_unsigned_t> {}(j.template get<number_unsigned_t>());
-            return combine(type, h);
-        }
-
-        case BasicJsonType::value_t::number_float:
-        {
-            const auto h = std::hash<number_float_t> {}(j.template get<number_float_t>());
-            return combine(type, h);
-        }
-
-        case BasicJsonType::value_t::binary:
-        {
-            auto seed = combine(type, j.get_binary().size());
-            const auto h = std::hash<bool> {}(j.get_binary().has_subtype());
-            seed = combine(seed, h);
-            seed = combine(seed, static_cast<std::size_t>(j.get_binary().subtype()));
-            for (const auto byte : j.get_binary())
-            {
-                seed = combine(seed, std::hash<std::uint8_t> {}(byte));
-            }
-            return seed;
-        }
-
-        default:                   // LCOV_EXCL_LINE
-            JSON_ASSERT(false); // NOLINT(cert-dcl03-c,hicpp-static-assert,misc-static-assert) LCOV_EXCL_LINE
-            return 0;              // LCOV_EXCL_LINE
-    }
-}
-
-}  // namespace detail
-NLOHMANN_JSON_NAMESPACE_END
-
-// #include <nlohmann/detail/input/binary_reader.hpp>
-//     __ _____ _____ _____
-//  __|  |   __|     |   | |  JSON for Modern C++
-// |  |  |__   |  |  | | | |  version 3.11.2
-// |_____|_____|_____|_|___|  https://github.com/nlohmann/json
-//
-// SPDX-FileCopyrightText: 2013-2022 Niels Lohmann <https://nlohmann.me>
-// SPDX-License-Identifier: MIT
-
-
-
-#include <algorithm> // generate_n
-#include <array> // array
-#include <cmath> // ldexp
-#include <cstddef> // size_t
-#include <cstdint> // uint8_t, uint16_t, uint32_t, uint64_t
-#include <cstdio> // snprintf
-#include <cstring> // memcpy
-#include <iterator> // back_inserter
-#include <limits> // numeric_limits
-#include <string> // char_traits, string
-#include <utility> // make_pair, move
-#include <vector> // vector
-
-// #include <nlohmann/detail/exceptions.hpp>
-
-// #include <nlohmann/detail/input/input_adapters.hpp>
-//     __ _____ _____ _____
-//  __|  |   __|     |   | |  JSON for Modern C++
-// |  |  |__   |  |  | | | |  version 3.11.2
-// |_____|_____|_____|_|___|  https://github.com/nlohmann/json
-//
-// SPDX-FileCopyrightText: 2013-2022 Niels Lohmann <https://nlohmann.me>
-// SPDX-License-Identifier: MIT
-
-
-
-#include <array> // array
-#include <cstddef> // size_t
-#include <cstring> // strlen
-#include <iterator> // begin, end, iterator_traits, random_access_iterator_tag, distance, next
-#include <memory> // shared_ptr, make_shared, addressof
-#include <numeric> // accumulate
-#include <string> // string, char_traits
-#include <type_traits> // enable_if, is_base_of, is_pointer, is_integral, remove_pointer
-#include <utility> // pair, declval
-
-#ifndef JSON_NO_IO
-    #include <cstdio>   // FILE *
-    #include <istream>  // istream
-#endif                  // JSON_NO_IO
-
-// #include <nlohmann/detail/iterators/iterator_traits.hpp>
-
-// #include <nlohmann/detail/macro_scope.hpp>
-
-
-NLOHMANN_JSON_NAMESPACE_BEGIN
-namespace detail
-{
-
-/// the supported input formats
-enum class input_format_t { json, cbor, msgpack, ubjson, bson, bjdata };
-
-////////////////////
-// input adapters //
-////////////////////
-
-#ifndef JSON_NO_IO
-/*!
-Input adapter for stdio file access. This adapter read only 1 byte and do not use any
- buffer. This adapter is a very low level adapter.
-*/
-class file_input_adapter
-{
-  public:
-    using char_type = char;
-
-    JSON_HEDLEY_NON_NULL(2)
-    explicit file_input_adapter(std::FILE* f) noexcept
-        : m_file(f)
-    {
-        JSON_ASSERT(m_file != nullptr);
-    }
-
-    // make class move-only
-    file_input_adapter(const file_input_adapter&) = delete;
-    file_input_adapter(file_input_adapter&&) noexcept = default;
-    file_input_adapter& operator=(const file_input_adapter&) = delete;
-    file_input_adapter& operator=(file_input_adapter&&) = delete;
-    ~file_input_adapter() = default;
-
-    std::char_traits<char>::int_type get_character() noexcept
-    {
-        return std::fgetc(m_file);
-    }
-
-  private:
-    /// the file pointer to read from
-    std::FILE* m_file;
-};
-
-
-/*!
-Input adapter for a (caching) istream. Ignores a UFT Byte Order Mark at
-beginning of input. Does not support changing the underlying std::streambuf
-in mid-input. Maintains underlying std::istream and std::streambuf to support
-subsequent use of standard std::istream operations to process any input
-characters following those used in parsing the JSON input.  Clears the
-std::istream flags; any input errors (e.g., EOF) will be detected by the first
-subsequent call for input from the std::istream.
-*/
-class input_stream_adapter
-{
-  public:
-    using char_type = char;
-
-    ~input_stream_adapter()
-    {
-        // clear stream flags; we use underlying streambuf I/O, do not
-        // maintain ifstream flags, except eof
-        if (is != nullptr)
-        {
-            is->clear(is->rdstate() & std::ios::eofbit);
-        }
-    }
-
-    explicit input_stream_adapter(std::istream& i)
-        : is(&i), sb(i.rdbuf())
-    {}
-
-    // delete because of pointer members
-    input_stream_adapter(const input_stream_adapter&) = delete;
-    input_stream_adapter& operator=(input_stream_adapter&) = delete;
-    input_stream_adapter& operator=(input_stream_adapter&&) = delete;
-
-    input_stream_adapter(input_stream_adapter&& rhs) noexcept
-        : is(rhs.is), sb(rhs.sb)
-    {
-        rhs.is = nullptr;
-        rhs.sb = nullptr;
-    }
-
-    // std::istream/std::streambuf use std::char_traits<char>::to_int_type, to
-    // ensure that std::char_traits<char>::eof() and the character 0xFF do not
-    // end up as the same value, e.g. 0xFFFFFFFF.
-    std::char_traits<char>::int_type get_character()
-    {
-        auto res = sb->sbumpc();
-        // set eof manually, as we don't use the istream interface.
-        if (JSON_HEDLEY_UNLIKELY(res == std::char_traits<char>::eof()))
-        {
-            is->clear(is->rdstate() | std::ios::eofbit);
-        }
-        return res;
-    }
-
-  private:
-    /// the associated input stream
-    std::istream* is = nullptr;
-    std::streambuf* sb = nullptr;
-};
-#endif  // JSON_NO_IO
-
-// General-purpose iterator-based adapter. It might not be as fast as
-// theoretically possible for some containers, but it is extremely versatile.
-template<typename IteratorType>
-class iterator_input_adapter
-{
-  public:
-    using char_type = typename std::iterator_traits<IteratorType>::value_type;
-
-    iterator_input_adapter(IteratorType first, IteratorType last)
-        : current(std::move(first)), end(std::move(last))
-    {}
-
-    typename std::char_traits<char_type>::int_type get_character()
-    {
-        if (JSON_HEDLEY_LIKELY(current != end))
-        {
-            auto result = std::char_traits<char_type>::to_int_type(*current);
-            std::advance(current, 1);
-            return result;
-        }
-
-        return std::char_traits<char_type>::eof();
-    }
-
-  private:
-    IteratorType current;
-    IteratorType end;
-
-    template<typename BaseInputAdapter, size_t T>
-    friend struct wide_string_input_helper;
-
-    bool empty() const
-    {
-        return current == end;
-    }
-};
-
-
-template<typename BaseInputAdapter, size_t T>
-struct wide_string_input_helper;
-
-template<typename BaseInputAdapter>
-struct wide_string_input_helper<BaseInputAdapter, 4>
-{
-    // UTF-32
-    static void fill_buffer(BaseInputAdapter& input,
-                            std::array<std::char_traits<char>::int_type, 4>& utf8_bytes,
-                            size_t& utf8_bytes_index,
-                            size_t& utf8_bytes_filled)
-    {
-        utf8_bytes_index = 0;
-
-        if (JSON_HEDLEY_UNLIKELY(input.empty()))
-        {
-            utf8_bytes[0] = std::char_traits<char>::eof();
-            utf8_bytes_filled = 1;
-        }
-        else
-        {
-            // get the current character
-            const auto wc = input.get_character();
-
-            // UTF-32 to UTF-8 encoding
-            if (wc < 0x80)
-            {
-                utf8_bytes[0] = static_cast<std::char_traits<char>::int_type>(wc);
-                utf8_bytes_filled = 1;
-            }
-            else if (wc <= 0x7FF)
-            {
-                utf8_bytes[0] = static_cast<std::char_traits<char>::int_type>(0xC0u | ((static_cast<unsigned int>(wc) >> 6u) & 0x1Fu));
-                utf8_bytes[1] = static_cast<std::char_traits<char>::int_type>(0x80u | (static_cast<unsigned int>(wc) & 0x3Fu));
-                utf8_bytes_filled = 2;
-            }
-            else if (wc <= 0xFFFF)
-            {
-                utf8_bytes[0] = static_cast<std::char_traits<char>::int_type>(0xE0u | ((static_cast<unsigned int>(wc) >> 12u) & 0x0Fu));
-                utf8_bytes[1] = static_cast<std::char_traits<char>::int_type>(0x80u | ((static_cast<unsigned int>(wc) >> 6u) & 0x3Fu));
-                utf8_bytes[2] = static_cast<std::char_traits<char>::int_type>(0x80u | (static_cast<unsigned int>(wc) & 0x3Fu));
-                utf8_bytes_filled = 3;
-            }
-            else if (wc <= 0x10FFFF)
-            {
-                utf8_bytes[0] = static_cast<std::char_traits<char>::int_type>(0xF0u | ((static_cast<unsigned int>(wc) >> 18u) & 0x07u));
-                utf8_bytes[1] = static_cast<std::char_traits<char>::int_type>(0x80u | ((static_cast<unsigned int>(wc) >> 12u) & 0x3Fu));
-                utf8_bytes[2] = static_cast<std::char_traits<char>::int_type>(0x80u | ((static_cast<unsigned int>(wc) >> 6u) & 0x3Fu));
-                utf8_bytes[3] = static_cast<std::char_traits<char>::int_type>(0x80u | (static_cast<unsigned int>(wc) & 0x3Fu));
-                utf8_bytes_filled = 4;
-            }
-            else
-            {
-                // unknown character
-                utf8_bytes[0] = static_cast<std::char_traits<char>::int_type>(wc);
-                utf8_bytes_filled = 1;
-            }
-        }
-    }
-};
-
-template<typename BaseInputAdapter>
-struct wide_string_input_helper<BaseInputAdapter, 2>
-{
-    // UTF-16
-    static void fill_buffer(BaseInputAdapter& input,
-                            std::array<std::char_traits<char>::int_type, 4>& utf8_bytes,
-                            size_t& utf8_bytes_index,
-                            size_t& utf8_bytes_filled)
-    {
-        utf8_bytes_index = 0;
-
-        if (JSON_HEDLEY_UNLIKELY(input.empty()))
-        {
-            utf8_bytes[0] = std::char_traits<char>::eof();
-            utf8_bytes_filled = 1;
-        }
-        else
-        {
-            // get the current character
-            const auto wc = input.get_character();
-
-            // UTF-16 to UTF-8 encoding
-            if (wc < 0x80)
-            {
-                utf8_bytes[0] = static_cast<std::char_traits<char>::int_type>(wc);
-                utf8_bytes_filled = 1;
-            }
-            else if (wc <= 0x7FF)
-            {
-                utf8_bytes[0] = static_cast<std::char_traits<char>::int_type>(0xC0u | ((static_cast<unsigned int>(wc) >> 6u)));
-                utf8_bytes[1] = static_cast<std::char_traits<char>::int_type>(0x80u | (static_cast<unsigned int>(wc) & 0x3Fu));
-                utf8_bytes_filled = 2;
-            }
-            else if (0xD800 > wc || wc >= 0xE000)
-            {
-                utf8_bytes[0] = static_cast<std::char_traits<char>::int_type>(0xE0u | ((static_cast<unsigned int>(wc) >> 12u)));
-                utf8_bytes[1] = static_cast<std::char_traits<char>::int_type>(0x80u | ((static_cast<unsigned int>(wc) >> 6u) & 0x3Fu));
-                utf8_bytes[2] = static_cast<std::char_traits<char>::int_type>(0x80u | (static_cast<unsigned int>(wc) & 0x3Fu));
-                utf8_bytes_filled = 3;
-            }
-            else
-            {
-                if (JSON_HEDLEY_UNLIKELY(!input.empty()))
-                {
-                    const auto wc2 = static_cast<unsigned int>(input.get_character());
-                    const auto charcode = 0x10000u + (((static_cast<unsigned int>(wc) & 0x3FFu) << 10u) | (wc2 & 0x3FFu));
-                    utf8_bytes[0] = static_cast<std::char_traits<char>::int_type>(0xF0u | (charcode >> 18u));
-                    utf8_bytes[1] = static_cast<std::char_traits<char>::int_type>(0x80u | ((charcode >> 12u) & 0x3Fu));
-                    utf8_bytes[2] = static_cast<std::char_traits<char>::int_type>(0x80u | ((charcode >> 6u) & 0x3Fu));
-                    utf8_bytes[3] = static_cast<std::char_traits<char>::int_type>(0x80u | (charcode & 0x3Fu));
-                    utf8_bytes_filled = 4;
-                }
-                else
-                {
-                    utf8_bytes[0] = static_cast<std::char_traits<char>::int_type>(wc);
-                    utf8_bytes_filled = 1;
-                }
-            }
-        }
-    }
-};
-
-// Wraps another input apdater to convert wide character types into individual bytes.
-template<typename BaseInputAdapter, typename WideCharType>
-class wide_string_input_adapter
-{
-  public:
-    using char_type = char;
-
-    wide_string_input_adapter(BaseInputAdapter base)
-        : base_adapter(base) {}
-
-    typename std::char_traits<char>::int_type get_character() noexcept
-    {
-        // check if buffer needs to be filled
-        if (utf8_bytes_index == utf8_bytes_filled)
-        {
-            fill_buffer<sizeof(WideCharType)>();
-
-            JSON_ASSERT(utf8_bytes_filled > 0);
-            JSON_ASSERT(utf8_bytes_index == 0);
-        }
-
-        // use buffer
-        JSON_ASSERT(utf8_bytes_filled > 0);
-        JSON_ASSERT(utf8_bytes_index < utf8_bytes_filled);
-        return utf8_bytes[utf8_bytes_index++];
-    }
-
-  private:
-    BaseInputAdapter base_adapter;
-
-    template<size_t T>
-    void fill_buffer()
-    {
-        wide_string_input_helper<BaseInputAdapter, T>::fill_buffer(base_adapter, utf8_bytes, utf8_bytes_index, utf8_bytes_filled);
-    }
-
-    /// a buffer for UTF-8 bytes
-    std::array<std::char_traits<char>::int_type, 4> utf8_bytes = {{0, 0, 0, 0}};
-
-    /// index to the utf8_codes array for the next valid byte
-    std::size_t utf8_bytes_index = 0;
-    /// number of valid bytes in the utf8_codes array
-    std::size_t utf8_bytes_filled = 0;
-};
-
-
-template<typename IteratorType, typename Enable = void>
-struct iterator_input_adapter_factory
-{
-    using iterator_type = IteratorType;
-    using char_type = typename std::iterator_traits<iterator_type>::value_type;
-    using adapter_type = iterator_input_adapter<iterator_type>;
-
-    static adapter_type create(IteratorType first, IteratorType last)
-    {
-        return adapter_type(std::move(first), std::move(last));
-    }
-};
-
-template<typename T>
-struct is_iterator_of_multibyte
-{
-    using value_type = typename std::iterator_traits<T>::value_type;
-    enum
-    {
-        value = sizeof(value_type) > 1
-    };
-};
-
-template<typename IteratorType>
-struct iterator_input_adapter_factory<IteratorType, enable_if_t<is_iterator_of_multibyte<IteratorType>::value>>
-{
-    using iterator_type = IteratorType;
-    using char_type = typename std::iterator_traits<iterator_type>::value_type;
-    using base_adapter_type = iterator_input_adapter<iterator_type>;
-    using adapter_type = wide_string_input_adapter<base_adapter_type, char_type>;
-
-    static adapter_type create(IteratorType first, IteratorType last)
-    {
-        return adapter_type(base_adapter_type(std::move(first), std::move(last)));
-    }
-};
-
-// General purpose iterator-based input
-template<typename IteratorType>
-typename iterator_input_adapter_factory<IteratorType>::adapter_type input_adapter(IteratorType first, IteratorType last)
-{
-    using factory_type = iterator_input_adapter_factory<IteratorType>;
-    return factory_type::create(first, last);
-}
-
-// Convenience shorthand from container to iterator
-// Enables ADL on begin(container) and end(container)
-// Encloses the using declarations in namespace for not to leak them to outside scope
-
-namespace container_input_adapter_factory_impl
-{
-
-using std::begin;
-using std::end;
-
-template<typename ContainerType, typename Enable = void>
-struct container_input_adapter_factory {};
-
-template<typename ContainerType>
-struct container_input_adapter_factory< ContainerType,
-       void_t<decltype(begin(std::declval<ContainerType>()), end(std::declval<ContainerType>()))>>
-       {
-           using adapter_type = decltype(input_adapter(begin(std::declval<ContainerType>()), end(std::declval<ContainerType>())));
-
-           static adapter_type create(const ContainerType& container)
-{
-    return input_adapter(begin(container), end(container));
-}
-       };
-
-}  // namespace container_input_adapter_factory_impl
-
-template<typename ContainerType>
-typename container_input_adapter_factory_impl::container_input_adapter_factory<ContainerType>::adapter_type input_adapter(const ContainerType& container)
-{
-    return container_input_adapter_factory_impl::container_input_adapter_factory<ContainerType>::create(container);
-}
-
-#ifndef JSON_NO_IO
-// Special cases with fast paths
-inline file_input_adapter input_adapter(std::FILE* file)
-{
-    return file_input_adapter(file);
-}
-
-inline input_stream_adapter input_adapter(std::istream& stream)
-{
-    return input_stream_adapter(stream);
-}
-
-inline input_stream_adapter input_adapter(std::istream&& stream)
-{
-    return input_stream_adapter(stream);
-}
-#endif  // JSON_NO_IO
-
-using contiguous_bytes_input_adapter = decltype(input_adapter(std::declval<const char*>(), std::declval<const char*>()));
-
-// Null-delimited strings, and the like.
-template < typename CharT,
-           typename std::enable_if <
-               std::is_pointer<CharT>::value&&
-               !std::is_array<CharT>::value&&
-               std::is_integral<typename std::remove_pointer<CharT>::type>::value&&
-               sizeof(typename std::remove_pointer<CharT>::type) == 1,
-               int >::type = 0 >
-contiguous_bytes_input_adapter input_adapter(CharT b)
-{
-    auto length = std::strlen(reinterpret_cast<const char*>(b));
-    const auto* ptr = reinterpret_cast<const char*>(b);
-    return input_adapter(ptr, ptr + length);
-}
-
-template<typename T, std::size_t N>
-auto input_adapter(T (&array)[N]) -> decltype(input_adapter(array, array + N)) // NOLINT(cppcoreguidelines-avoid-c-arrays,hicpp-avoid-c-arrays,modernize-avoid-c-arrays)
-{
-    return input_adapter(array, array + N);
-}
-
-// This class only handles inputs of input_buffer_adapter type.
-// It's required so that expressions like {ptr, len} can be implicitly cast
-// to the correct adapter.
-class span_input_adapter
-{
-  public:
-    template < typename CharT,
-               typename std::enable_if <
-                   std::is_pointer<CharT>::value&&
-                   std::is_integral<typename std::remove_pointer<CharT>::type>::value&&
-                   sizeof(typename std::remove_pointer<CharT>::type) == 1,
-                   int >::type = 0 >
-    span_input_adapter(CharT b, std::size_t l)
-        : ia(reinterpret_cast<const char*>(b), reinterpret_cast<const char*>(b) + l) {}
-
-    template<class IteratorType,
-             typename std::enable_if<
-                 std::is_same<typename iterator_traits<IteratorType>::iterator_category, std::random_access_iterator_tag>::value,
-                 int>::type = 0>
-    span_input_adapter(IteratorType first, IteratorType last)
-        : ia(input_adapter(first, last)) {}
-
-    contiguous_bytes_input_adapter&& get()
-    {
-        return std::move(ia); // NOLINT(hicpp-move-const-arg,performance-move-const-arg)
-    }
-
-  private:
-    contiguous_bytes_input_adapter ia;
-};
-
-}  // namespace detail
-NLOHMANN_JSON_NAMESPACE_END
-
-// #include <nlohmann/detail/input/json_sax.hpp>
-//     __ _____ _____ _____
-//  __|  |   __|     |   | |  JSON for Modern C++
-// |  |  |__   |  |  | | | |  version 3.11.2
-// |_____|_____|_____|_|___|  https://github.com/nlohmann/json
-//
-// SPDX-FileCopyrightText: 2013-2022 Niels Lohmann <https://nlohmann.me>
-// SPDX-License-Identifier: MIT
-
-
-
-#include <cstddef>
-#include <string> // string
-#include <utility> // move
-#include <vector> // vector
-
-// #include <nlohmann/detail/exceptions.hpp>
-
-// #include <nlohmann/detail/macro_scope.hpp>
-
-// #include <nlohmann/detail/string_concat.hpp>
-
-
-NLOHMANN_JSON_NAMESPACE_BEGIN
-
-/*!
-@brief SAX interface
-
-This class describes the SAX interface used by @ref nlohmann::json::sax_parse.
-Each function is called in different situations while the input is parsed. The
-boolean return value informs the parser whether to continue processing the
-input.
-*/
-template<typename BasicJsonType>
-struct json_sax
-{
-    using number_integer_t = typename BasicJsonType::number_integer_t;
-    using number_unsigned_t = typename BasicJsonType::number_unsigned_t;
-    using number_float_t = typename BasicJsonType::number_float_t;
-    using string_t = typename BasicJsonType::string_t;
-    using binary_t = typename BasicJsonType::binary_t;
-
-    /*!
-    @brief a null value was read
-    @return whether parsing should proceed
-    */
-    virtual bool null() = 0;
-
-    /*!
-    @brief a boolean value was read
-    @param[in] val  boolean value
-    @return whether parsing should proceed
-    */
-    virtual bool boolean(bool val) = 0;
-
-    /*!
-    @brief an integer number was read
-    @param[in] val  integer value
-    @return whether parsing should proceed
-    */
-    virtual bool number_integer(number_integer_t val) = 0;
-
-    /*!
-    @brief an unsigned integer number was read
-    @param[in] val  unsigned integer value
-    @return whether parsing should proceed
-    */
-    virtual bool number_unsigned(number_unsigned_t val) = 0;
-
-    /*!
-    @brief a floating-point number was read
-    @param[in] val  floating-point value
-    @param[in] s    raw token value
-    @return whether parsing should proceed
-    */
-    virtual bool number_float(number_float_t val, const string_t& s) = 0;
-
-    /*!
-    @brief a string value was read
-    @param[in] val  string value
-    @return whether parsing should proceed
-    @note It is safe to move the passed string value.
-    */
-    virtual bool string(string_t& val) = 0;
-
-    /*!
-    @brief a binary value was read
-    @param[in] val  binary value
-    @return whether parsing should proceed
-    @note It is safe to move the passed binary value.
-    */
-    virtual bool binary(binary_t& val) = 0;
-
-    /*!
-    @brief the beginning of an object was read
-    @param[in] elements  number of object elements or -1 if unknown
-    @return whether parsing should proceed
-    @note binary formats may report the number of elements
-    */
-    virtual bool start_object(std::size_t elements) = 0;
-
-    /*!
-    @brief an object key was read
-    @param[in] val  object key
-    @return whether parsing should proceed
-    @note It is safe to move the passed string.
-    */
-    virtual bool key(string_t& val) = 0;
-
-    /*!
-    @brief the end of an object was read
-    @return whether parsing should proceed
-    */
-    virtual bool end_object() = 0;
-
-    /*!
-    @brief the beginning of an array was read
-    @param[in] elements  number of array elements or -1 if unknown
-    @return whether parsing should proceed
-    @note binary formats may report the number of elements
-    */
-    virtual bool start_array(std::size_t elements) = 0;
-
-    /*!
-    @brief the end of an array was read
-    @return whether parsing should proceed
-    */
-    virtual bool end_array() = 0;
-
-    /*!
-    @brief a parse error occurred
-    @param[in] position    the position in the input where the error occurs
-    @param[in] last_token  the last read token
-    @param[in] ex          an exception object describing the error
-    @return whether parsing should proceed (must return false)
-    */
-    virtual bool parse_error(std::size_t position,
-                             const std::string& last_token,
-                             const detail::exception& ex) = 0;
-
-    json_sax() = default;
-    json_sax(const json_sax&) = default;
-    json_sax(json_sax&&) noexcept = default;
-    json_sax& operator=(const json_sax&) = default;
-    json_sax& operator=(json_sax&&) noexcept = default;
-    virtual ~json_sax() = default;
-};
-
-
-namespace detail
-{
-/*!
-@brief SAX implementation to create a JSON value from SAX events
-
-This class implements the @ref json_sax interface and processes the SAX events
-to create a JSON value which makes it basically a DOM parser. The structure or
-hierarchy of the JSON value is managed by the stack `ref_stack` which contains
-a pointer to the respective array or object for each recursion depth.
-
-After successful parsing, the value that is passed by reference to the
-constructor contains the parsed value.
-
-@tparam BasicJsonType  the JSON type
-*/
-template<typename BasicJsonType>
-class json_sax_dom_parser
-{
-  public:
-    using number_integer_t = typename BasicJsonType::number_integer_t;
-    using number_unsigned_t = typename BasicJsonType::number_unsigned_t;
-    using number_float_t = typename BasicJsonType::number_float_t;
-    using string_t = typename BasicJsonType::string_t;
-    using binary_t = typename BasicJsonType::binary_t;
-
-    /*!
-    @param[in,out] r  reference to a JSON value that is manipulated while
-                       parsing
-    @param[in] allow_exceptions_  whether parse errors yield exceptions
-    */
-    explicit json_sax_dom_parser(BasicJsonType& r, const bool allow_exceptions_ = true)
-        : root(r), allow_exceptions(allow_exceptions_)
-    {}
-
-    // make class move-only
-    json_sax_dom_parser(const json_sax_dom_parser&) = delete;
-    json_sax_dom_parser(json_sax_dom_parser&&) = default; // NOLINT(hicpp-noexcept-move,performance-noexcept-move-constructor)
-    json_sax_dom_parser& operator=(const json_sax_dom_parser&) = delete;
-    json_sax_dom_parser& operator=(json_sax_dom_parser&&) = default; // NOLINT(hicpp-noexcept-move,performance-noexcept-move-constructor)
-    ~json_sax_dom_parser() = default;
-
-    bool null()
-    {
-        handle_value(nullptr);
-        return true;
-    }
-
-    bool boolean(bool val)
-    {
-        handle_value(val);
-        return true;
-    }
-
-    bool number_integer(number_integer_t val)
-    {
-        handle_value(val);
-        return true;
-    }
-
-    bool number_unsigned(number_unsigned_t val)
-    {
-        handle_value(val);
-        return true;
-    }
-
-    bool number_float(number_float_t val, const string_t& /*unused*/)
-    {
-        handle_value(val);
-        return true;
-    }
-
-    bool string(string_t& val)
-    {
-        handle_value(val);
-        return true;
-    }
-
-    bool binary(binary_t& val)
-    {
-        handle_value(std::move(val));
-        return true;
-    }
-
-    bool start_object(std::size_t len)
-    {
-        ref_stack.push_back(handle_value(BasicJsonType::value_t::object));
-
-        if (JSON_HEDLEY_UNLIKELY(len != static_cast<std::size_t>(-1) && len > ref_stack.back()->max_size()))
-        {
-            JSON_THROW(out_of_range::create(408, concat("excessive object size: ", std::to_string(len)), ref_stack.back()));
-        }
-
-        return true;
-    }
-
-    bool key(string_t& val)
-    {
-        JSON_ASSERT(!ref_stack.empty());
-        JSON_ASSERT(ref_stack.back()->is_object());
-
-        // add null at given key and store the reference for later
-        object_element = &(ref_stack.back()->m_value.object->operator[](val));
-        return true;
-    }
-
-    bool end_object()
-    {
-        JSON_ASSERT(!ref_stack.empty());
-        JSON_ASSERT(ref_stack.back()->is_object());
-
-        ref_stack.back()->set_parents();
-        ref_stack.pop_back();
-        return true;
-    }
-
-    bool start_array(std::size_t len)
-    {
-        ref_stack.push_back(handle_value(BasicJsonType::value_t::array));
-
-        if (JSON_HEDLEY_UNLIKELY(len != static_cast<std::size_t>(-1) && len > ref_stack.back()->max_size()))
-        {
-            JSON_THROW(out_of_range::create(408, concat("excessive array size: ", std::to_string(len)), ref_stack.back()));
-        }
-
-        return true;
-    }
-
-    bool end_array()
-    {
-        JSON_ASSERT(!ref_stack.empty());
-        JSON_ASSERT(ref_stack.back()->is_array());
-
-        ref_stack.back()->set_parents();
-        ref_stack.pop_back();
-        return true;
-    }
-
-    template<class Exception>
-    bool parse_error(std::size_t /*unused*/, const std::string& /*unused*/,
-                     const Exception& ex)
-    {
-        errored = true;
-        static_cast<void>(ex);
-        if (allow_exceptions)
-        {
-            JSON_THROW(ex);
-        }
-        return false;
-    }
-
-    constexpr bool is_errored() const
-    {
-        return errored;
-    }
-
-  private:
-    /*!
-    @invariant If the ref stack is empty, then the passed value will be the new
-               root.
-    @invariant If the ref stack contains a value, then it is an array or an
-               object to which we can add elements
-    */
-    template<typename Value>
-    JSON_HEDLEY_RETURNS_NON_NULL
-    BasicJsonType* handle_value(Value&& v)
-    {
-        if (ref_stack.empty())
-        {
-            root = BasicJsonType(std::forward<Value>(v));
-            return &root;
-        }
-
-        JSON_ASSERT(ref_stack.back()->is_array() || ref_stack.back()->is_object());
-
-        if (ref_stack.back()->is_array())
-        {
-            ref_stack.back()->m_value.array->emplace_back(std::forward<Value>(v));
-            return &(ref_stack.back()->m_value.array->back());
-        }
-
-        JSON_ASSERT(ref_stack.back()->is_object());
-        JSON_ASSERT(object_element);
-        *object_element = BasicJsonType(std::forward<Value>(v));
-        return object_element;
-    }
-
-    /// the parsed JSON value
-    BasicJsonType& root;
-    /// stack to model hierarchy of values
-    std::vector<BasicJsonType*> ref_stack {};
-    /// helper to hold the reference for the next object element
-    BasicJsonType* object_element = nullptr;
-    /// whether a syntax error occurred
-    bool errored = false;
-    /// whether to throw exceptions in case of errors
-    const bool allow_exceptions = true;
-};
-
-template<typename BasicJsonType>
-class json_sax_dom_callback_parser
-{
-  public:
-    using number_integer_t = typename BasicJsonType::number_integer_t;
-    using number_unsigned_t = typename BasicJsonType::number_unsigned_t;
-    using number_float_t = typename BasicJsonType::number_float_t;
-    using string_t = typename BasicJsonType::string_t;
-    using binary_t = typename BasicJsonType::binary_t;
-    using parser_callback_t = typename BasicJsonType::parser_callback_t;
-    using parse_event_t = typename BasicJsonType::parse_event_t;
-
-    json_sax_dom_callback_parser(BasicJsonType& r,
-                                 const parser_callback_t cb,
-                                 const bool allow_exceptions_ = true)
-        : root(r), callback(cb), allow_exceptions(allow_exceptions_)
-    {
-        keep_stack.push_back(true);
-    }
-
-    // make class move-only
-    json_sax_dom_callback_parser(const json_sax_dom_callback_parser&) = delete;
-    json_sax_dom_callback_parser(json_sax_dom_callback_parser&&) = default; // NOLINT(hicpp-noexcept-move,performance-noexcept-move-constructor)
-    json_sax_dom_callback_parser& operator=(const json_sax_dom_callback_parser&) = delete;
-    json_sax_dom_callback_parser& operator=(json_sax_dom_callback_parser&&) = default; // NOLINT(hicpp-noexcept-move,performance-noexcept-move-constructor)
-    ~json_sax_dom_callback_parser() = default;
-
-    bool null()
-    {
-        handle_value(nullptr);
-        return true;
-    }
-
-    bool boolean(bool val)
-    {
-        handle_value(val);
-        return true;
-    }
-
-    bool number_integer(number_integer_t val)
-    {
-        handle_value(val);
-        return true;
-    }
-
-    bool number_unsigned(number_unsigned_t val)
-    {
-        handle_value(val);
-        return true;
-    }
-
-    bool number_float(number_float_t val, const string_t& /*unused*/)
-    {
-        handle_value(val);
-        return true;
-    }
-
-    bool string(string_t& val)
-    {
-        handle_value(val);
-        return true;
-    }
-
-    bool binary(binary_t& val)
-    {
-        handle_value(std::move(val));
-        return true;
-    }
-
-    bool start_object(std::size_t len)
-    {
-        // check callback for object start
-        const bool keep = callback(static_cast<int>(ref_stack.size()), parse_event_t::object_start, discarded);
-        keep_stack.push_back(keep);
-
-        auto val = handle_value(BasicJsonType::value_t::object, true);
-        ref_stack.push_back(val.second);
-
-        // check object limit
-        if (ref_stack.back() && JSON_HEDLEY_UNLIKELY(len != static_cast<std::size_t>(-1) && len > ref_stack.back()->max_size()))
-        {
-            JSON_THROW(out_of_range::create(408, concat("excessive object size: ", std::to_string(len)), ref_stack.back()));
-        }
-
-        return true;
-    }
-
-    bool key(string_t& val)
-    {
-        BasicJsonType k = BasicJsonType(val);
-
-        // check callback for key
-        const bool keep = callback(static_cast<int>(ref_stack.size()), parse_event_t::key, k);
-        key_keep_stack.push_back(keep);
-
-        // add discarded value at given key and store the reference for later
-        if (keep && ref_stack.back())
-        {
-            object_element = &(ref_stack.back()->m_value.object->operator[](val) = discarded);
-        }
-
-        return true;
-    }
-
-    bool end_object()
-    {
-        if (ref_stack.back())
-        {
-            if (!callback(static_cast<int>(ref_stack.size()) - 1, parse_event_t::object_end, *ref_stack.back()))
-            {
-                // discard object
-                *ref_stack.back() = discarded;
-            }
-            else
-            {
-                ref_stack.back()->set_parents();
-            }
-        }
-
-        JSON_ASSERT(!ref_stack.empty());
-        JSON_ASSERT(!keep_stack.empty());
-        ref_stack.pop_back();
-        keep_stack.pop_back();
-
-        if (!ref_stack.empty() && ref_stack.back() && ref_stack.back()->is_structured())
-        {
-            // remove discarded value
-            for (auto it = ref_stack.back()->begin(); it != ref_stack.back()->end(); ++it)
-            {
-                if (it->is_discarded())
-                {
-                    ref_stack.back()->erase(it);
-                    break;
-                }
-            }
-        }
-
-        return true;
-    }
-
-    bool start_array(std::size_t len)
-    {
-        const bool keep = callback(static_cast<int>(ref_stack.size()), parse_event_t::array_start, discarded);
-        keep_stack.push_back(keep);
-
-        auto val = handle_value(BasicJsonType::value_t::array, true);
-        ref_stack.push_back(val.second);
-
-        // check array limit
-        if (ref_stack.back() && JSON_HEDLEY_UNLIKELY(len != static_cast<std::size_t>(-1) && len > ref_stack.back()->max_size()))
-        {
-            JSON_THROW(out_of_range::create(408, concat("excessive array size: ", std::to_string(len)), ref_stack.back()));
-        }
-
-        return true;
-    }
-
-    bool end_array()
-    {
-        bool keep = true;
-
-        if (ref_stack.back())
-        {
-            keep = callback(static_cast<int>(ref_stack.size()) - 1, parse_event_t::array_end, *ref_stack.back());
-            if (keep)
-            {
-                ref_stack.back()->set_parents();
-            }
-            else
-            {
-                // discard array
-                *ref_stack.back() = discarded;
-            }
-        }
-
-        JSON_ASSERT(!ref_stack.empty());
-        JSON_ASSERT(!keep_stack.empty());
-        ref_stack.pop_back();
-        keep_stack.pop_back();
-
-        // remove discarded value
-        if (!keep && !ref_stack.empty() && ref_stack.back()->is_array())
-        {
-            ref_stack.back()->m_value.array->pop_back();
-        }
-
-        return true;
-    }
-
-    template<class Exception>
-    bool parse_error(std::size_t /*unused*/, const std::string& /*unused*/,
-                     const Exception& ex)
-    {
-        errored = true;
-        static_cast<void>(ex);
-        if (allow_exceptions)
-        {
-            JSON_THROW(ex);
-        }
-        return false;
-    }
-
-    constexpr bool is_errored() const
-    {
-        return errored;
-    }
-
-  private:
-    /*!
-    @param[in] v  value to add to the JSON value we build during parsing
-    @param[in] skip_callback  whether we should skip calling the callback
-               function; this is required after start_array() and
-               start_object() SAX events, because otherwise we would call the
-               callback function with an empty array or object, respectively.
-
-    @invariant If the ref stack is empty, then the passed value will be the new
-               root.
-    @invariant If the ref stack contains a value, then it is an array or an
-               object to which we can add elements
-
-    @return pair of boolean (whether value should be kept) and pointer (to the
-            passed value in the ref_stack hierarchy; nullptr if not kept)
-    */
-    template<typename Value>
-    std::pair<bool, BasicJsonType*> handle_value(Value&& v, const bool skip_callback = false)
-    {
-        JSON_ASSERT(!keep_stack.empty());
-
-        // do not handle this value if we know it would be added to a discarded
-        // container
-        if (!keep_stack.back())
-        {
-            return {false, nullptr};
-        }
-
-        // create value
-        auto value = BasicJsonType(std::forward<Value>(v));
-
-        // check callback
-        const bool keep = skip_callback || callback(static_cast<int>(ref_stack.size()), parse_event_t::value, value);
-
-        // do not handle this value if we just learnt it shall be discarded
-        if (!keep)
-        {
-            return {false, nullptr};
-        }
-
-        if (ref_stack.empty())
-        {
-            root = std::move(value);
-            return {true, &root};
-        }
-
-        // skip this value if we already decided to skip the parent
-        // (https://github.com/nlohmann/json/issues/971#issuecomment-413678360)
-        if (!ref_stack.back())
-        {
-            return {false, nullptr};
-        }
-
-        // we now only expect arrays and objects
-        JSON_ASSERT(ref_stack.back()->is_array() || ref_stack.back()->is_object());
-
-        // array
-        if (ref_stack.back()->is_array())
-        {
-            ref_stack.back()->m_value.array->emplace_back(std::move(value));
-            return {true, &(ref_stack.back()->m_value.array->back())};
-        }
-
-        // object
-        JSON_ASSERT(ref_stack.back()->is_object());
-        // check if we should store an element for the current key
-        JSON_ASSERT(!key_keep_stack.empty());
-        const bool store_element = key_keep_stack.back();
-        key_keep_stack.pop_back();
-
-        if (!store_element)
-        {
-            return {false, nullptr};
-        }
-
-        JSON_ASSERT(object_element);
-        *object_element = std::move(value);
-        return {true, object_element};
-    }
-
-    /// the parsed JSON value
-    BasicJsonType& root;
-    /// stack to model hierarchy of values
-    std::vector<BasicJsonType*> ref_stack {};
-    /// stack to manage which values to keep
-    std::vector<bool> keep_stack {};
-    /// stack to manage which object keys to keep
-    std::vector<bool> key_keep_stack {};
-    /// helper to hold the reference for the next object element
-    BasicJsonType* object_element = nullptr;
-    /// whether a syntax error occurred
-    bool errored = false;
-    /// callback function
-    const parser_callback_t callback = nullptr;
-    /// whether to throw exceptions in case of errors
-    const bool allow_exceptions = true;
-    /// a discarded value for the callback
-    BasicJsonType discarded = BasicJsonType::value_t::discarded;
-};
-
-template<typename BasicJsonType>
-class json_sax_acceptor
-{
-  public:
-    using number_integer_t = typename BasicJsonType::number_integer_t;
-    using number_unsigned_t = typename BasicJsonType::number_unsigned_t;
-    using number_float_t = typename BasicJsonType::number_float_t;
-    using string_t = typename BasicJsonType::string_t;
-    using binary_t = typename BasicJsonType::binary_t;
-
-    bool null()
-    {
-        return true;
-    }
-
-    bool boolean(bool /*unused*/)
-    {
-        return true;
-    }
-
-    bool number_integer(number_integer_t /*unused*/)
-    {
-        return true;
-    }
-
-    bool number_unsigned(number_unsigned_t /*unused*/)
-    {
-        return true;
-    }
-
-    bool number_float(number_float_t /*unused*/, const string_t& /*unused*/)
-    {
-        return true;
-    }
-
-    bool string(string_t& /*unused*/)
-    {
-        return true;
-    }
-
-    bool binary(binary_t& /*unused*/)
-    {
-        return true;
-    }
-
-    bool start_object(std::size_t /*unused*/ = static_cast<std::size_t>(-1))
-    {
-        return true;
-    }
-
-    bool key(string_t& /*unused*/)
-    {
-        return true;
-    }
-
-    bool end_object()
-    {
-        return true;
-    }
-
-    bool start_array(std::size_t /*unused*/ = static_cast<std::size_t>(-1))
-    {
-        return true;
-    }
-
-    bool end_array()
-    {
-        return true;
-    }
-
-    bool parse_error(std::size_t /*unused*/, const std::string& /*unused*/, const detail::exception& /*unused*/)
-    {
-        return false;
-    }
-};
-
-}  // namespace detail
-NLOHMANN_JSON_NAMESPACE_END
-
-// #include <nlohmann/detail/input/lexer.hpp>
-//     __ _____ _____ _____
-//  __|  |   __|     |   | |  JSON for Modern C++
-// |  |  |__   |  |  | | | |  version 3.11.2
-// |_____|_____|_____|_|___|  https://github.com/nlohmann/json
-//
-// SPDX-FileCopyrightText: 2013-2022 Niels Lohmann <https://nlohmann.me>
-// SPDX-License-Identifier: MIT
-
-
-
-#include <array> // array
-#include <clocale> // localeconv
-#include <cstddef> // size_t
-#include <cstdio> // snprintf
-#include <cstdlib> // strtof, strtod, strtold, strtoll, strtoull
-#include <initializer_list> // initializer_list
-#include <string> // char_traits, string
-#include <utility> // move
-#include <vector> // vector
-
-// #include <nlohmann/detail/input/input_adapters.hpp>
-
-// #include <nlohmann/detail/input/position_t.hpp>
-
-// #include <nlohmann/detail/macro_scope.hpp>
-
-
-NLOHMANN_JSON_NAMESPACE_BEGIN
-namespace detail
-{
-
-///////////
-// lexer //
-///////////
-
-template<typename BasicJsonType>
-class lexer_base
-{
-  public:
-    /// token types for the parser
-    enum class token_type
-    {
-        uninitialized,    ///< indicating the scanner is uninitialized
-        literal_true,     ///< the `true` literal
-        literal_false,    ///< the `false` literal
-        literal_null,     ///< the `null` literal
-        value_string,     ///< a string -- use get_string() for actual value
-        value_unsigned,   ///< an unsigned integer -- use get_number_unsigned() for actual value
-        value_integer,    ///< a signed integer -- use get_number_integer() for actual value
-        value_float,      ///< an floating point number -- use get_number_float() for actual value
-        begin_array,      ///< the character for array begin `[`
-        begin_object,     ///< the character for object begin `{`
-        end_array,        ///< the character for array end `]`
-        end_object,       ///< the character for object end `}`
-        name_separator,   ///< the name separator `:`
-        value_separator,  ///< the value separator `,`
-        parse_error,      ///< indicating a parse error
-        end_of_input,     ///< indicating the end of the input buffer
-        literal_or_value  ///< a literal or the begin of a value (only for diagnostics)
-    };
-
-    /// return name of values of type token_type (only used for errors)
-    JSON_HEDLEY_RETURNS_NON_NULL
-    JSON_HEDLEY_CONST
-    static const char* token_type_name(const token_type t) noexcept
-    {
-        switch (t)
-        {
-            case token_type::uninitialized:
-                return "<uninitialized>";
-            case token_type::literal_true:
-                return "true literal";
-            case token_type::literal_false:
-                return "false literal";
-            case token_type::literal_null:
-                return "null literal";
-            case token_type::value_string:
-                return "string literal";
-            case token_type::value_unsigned:
-            case token_type::value_integer:
-            case token_type::value_float:
-                return "number literal";
-            case token_type::begin_array:
-                return "'['";
-            case token_type::begin_object:
-                return "'{'";
-            case token_type::end_array:
-                return "']'";
-            case token_type::end_object:
-                return "'}'";
-            case token_type::name_separator:
-                return "':'";
-            case token_type::value_separator:
-                return "','";
-            case token_type::parse_error:
-                return "<parse error>";
-            case token_type::end_of_input:
-                return "end of input";
-            case token_type::literal_or_value:
-                return "'[', '{', or a literal";
-            // LCOV_EXCL_START
-            default: // catch non-enum values
-                return "unknown token";
-                // LCOV_EXCL_STOP
-        }
-    }
-};
-/*!
-@brief lexical analysis
-
-This class organizes the lexical analysis during JSON deserialization.
-*/
-template<typename BasicJsonType, typename InputAdapterType>
-class lexer : public lexer_base<BasicJsonType>
-{
-    using number_integer_t = typename BasicJsonType::number_integer_t;
-    using number_unsigned_t = typename BasicJsonType::number_unsigned_t;
-    using number_float_t = typename BasicJsonType::number_float_t;
-    using string_t = typename BasicJsonType::string_t;
-    using char_type = typename InputAdapterType::char_type;
-    using char_int_type = typename std::char_traits<char_type>::int_type;
-
-  public:
-    using token_type = typename lexer_base<BasicJsonType>::token_type;
-
-    explicit lexer(InputAdapterType&& adapter, bool ignore_comments_ = false) noexcept
-        : ia(std::move(adapter))
-        , ignore_comments(ignore_comments_)
-        , decimal_point_char(static_cast<char_int_type>(get_decimal_point()))
-    {}
-
-    // delete because of pointer members
-    lexer(const lexer&) = delete;
-    lexer(lexer&&) = default; // NOLINT(hicpp-noexcept-move,performance-noexcept-move-constructor)
-    lexer& operator=(lexer&) = delete;
-    lexer& operator=(lexer&&) = default; // NOLINT(hicpp-noexcept-move,performance-noexcept-move-constructor)
-    ~lexer() = default;
-
-  private:
-    /////////////////////
-    // locales
-    /////////////////////
-
-    /// return the locale-dependent decimal point
-    JSON_HEDLEY_PURE
-    static char get_decimal_point() noexcept
-    {
-        const auto* loc = localeconv();
-        JSON_ASSERT(loc != nullptr);
-        return (loc->decimal_point == nullptr) ? '.' : *(loc->decimal_point);
-    }
-
-    /////////////////////
-    // scan functions
-    /////////////////////
-
-    /*!
-    @brief get codepoint from 4 hex characters following `\u`
-
-    For input "\u c1 c2 c3 c4" the codepoint is:
-      (c1 * 0x1000) + (c2 * 0x0100) + (c3 * 0x0010) + c4
-    = (c1 << 12) + (c2 << 8) + (c3 << 4) + (c4 << 0)
-
-    Furthermore, the possible characters '0'..'9', 'A'..'F', and 'a'..'f'
-    must be converted to the integers 0x0..0x9, 0xA..0xF, 0xA..0xF, resp. The
-    conversion is done by subtracting the offset (0x30, 0x37, and 0x57)
-    between the ASCII value of the character and the desired integer value.
-
-    @return codepoint (0x0000..0xFFFF) or -1 in case of an error (e.g. EOF or
-            non-hex character)
-    */
-    int get_codepoint()
-    {
-        // this function only makes sense after reading `\u`
-        JSON_ASSERT(current == 'u');
-        int codepoint = 0;
-
-        const auto factors = { 12u, 8u, 4u, 0u };
-        for (const auto factor : factors)
-        {
-            get();
-
-            if (current >= '0' && current <= '9')
-            {
-                codepoint += static_cast<int>((static_cast<unsigned int>(current) - 0x30u) << factor);
-            }
-            else if (current >= 'A' && current <= 'F')
-            {
-                codepoint += static_cast<int>((static_cast<unsigned int>(current) - 0x37u) << factor);
-            }
-            else if (current >= 'a' && current <= 'f')
-            {
-                codepoint += static_cast<int>((static_cast<unsigned int>(current) - 0x57u) << factor);
-            }
-            else
-            {
-                return -1;
-            }
-        }
-
-        JSON_ASSERT(0x0000 <= codepoint && codepoint <= 0xFFFF);
-        return codepoint;
-    }
-
-    /*!
-    @brief check if the next byte(s) are inside a given range
-
-    Adds the current byte and, for each passed range, reads a new byte and
-    checks if it is inside the range. If a violation was detected, set up an
-    error message and return false. Otherwise, return true.
-
-    @param[in] ranges  list of integers; interpreted as list of pairs of
-                       inclusive lower and upper bound, respectively
-
-    @pre The passed list @a ranges must have 2, 4, or 6 elements; that is,
-         1, 2, or 3 pairs. This precondition is enforced by an assertion.
-
-    @return true if and only if no range violation was detected
-    */
-    bool next_byte_in_range(std::initializer_list<char_int_type> ranges)
-    {
-        JSON_ASSERT(ranges.size() == 2 || ranges.size() == 4 || ranges.size() == 6);
-        add(current);
-
-        for (auto range = ranges.begin(); range != ranges.end(); ++range)
-        {
-            get();
-            if (JSON_HEDLEY_LIKELY(*range <= current && current <= *(++range)))
-            {
-                add(current);
-            }
-            else
-            {
-                error_message = "invalid string: ill-formed UTF-8 byte";
-                return false;
-            }
-        }
-
-        return true;
-    }
-
-    /*!
-    @brief scan a string literal
-
-    This function scans a string according to Sect. 7 of RFC 8259. While
-    scanning, bytes are escaped and copied into buffer token_buffer. Then the
-    function returns successfully, token_buffer is *not* null-terminated (as it
-    may contain \0 bytes), and token_buffer.size() is the number of bytes in the
-    string.
-
-    @return token_type::value_string if string could be successfully scanned,
-            token_type::parse_error otherwise
-
-    @note In case of errors, variable error_message contains a textual
-          description.
-    */
-    token_type scan_string()
-    {
-        // reset token_buffer (ignore opening quote)
-        reset();
-
-        // we entered the function by reading an open quote
-        JSON_ASSERT(current == '\"');
-
-        while (true)
-        {
-            // get next character
-            switch (get())
-            {
-                // end of file while parsing string
-                case std::char_traits<char_type>::eof():
-                {
-                    error_message = "invalid string: missing closing quote";
-                    return token_type::parse_error;
-                }
-
-                // closing quote
-                case '\"':
-                {
-                    return token_type::value_string;
-                }
-
-                // escapes
-                case '\\':
-                {
-                    switch (get())
-                    {
-                        // quotation mark
-                        case '\"':
-                            add('\"');
-                            break;
-                        // reverse solidus
-                        case '\\':
-                            add('\\');
-                            break;
-                        // solidus
-                        case '/':
-                            add('/');
-                            break;
-                        // backspace
-                        case 'b':
-                            add('\b');
-                            break;
-                        // form feed
-                        case 'f':
-                            add('\f');
-                            break;
-                        // line feed
-                        case 'n':
-                            add('\n');
-                            break;
-                        // carriage return
-                        case 'r':
-                            add('\r');
-                            break;
-                        // tab
-                        case 't':
-                            add('\t');
-                            break;
-
-                        // unicode escapes
-                        case 'u':
-                        {
-                            const int codepoint1 = get_codepoint();
-                            int codepoint = codepoint1; // start with codepoint1
-
-                            if (JSON_HEDLEY_UNLIKELY(codepoint1 == -1))
-                            {
-                                error_message = "invalid string: '\\u' must be followed by 4 hex digits";
-                                return token_type::parse_error;
-                            }
-
-                            // check if code point is a high surrogate
-                            if (0xD800 <= codepoint1 && codepoint1 <= 0xDBFF)
-                            {
-                                // expect next \uxxxx entry
-                                if (JSON_HEDLEY_LIKELY(get() == '\\' && get() == 'u'))
-                                {
-                                    const int codepoint2 = get_codepoint();
-
-                                    if (JSON_HEDLEY_UNLIKELY(codepoint2 == -1))
-                                    {
-                                        error_message = "invalid string: '\\u' must be followed by 4 hex digits";
-                                        return token_type::parse_error;
-                                    }
-
-                                    // check if codepoint2 is a low surrogate
-                                    if (JSON_HEDLEY_LIKELY(0xDC00 <= codepoint2 && codepoint2 <= 0xDFFF))
-                                    {
-                                        // overwrite codepoint
-                                        codepoint = static_cast<int>(
-                                                        // high surrogate occupies the most significant 22 bits
-                                                        (static_cast<unsigned int>(codepoint1) << 10u)
-                                                        // low surrogate occupies the least significant 15 bits
-                                                        + static_cast<unsigned int>(codepoint2)
-                                                        // there is still the 0xD800, 0xDC00 and 0x10000 noise
-                                                        // in the result, so we have to subtract with:
-                                                        // (0xD800 << 10) + DC00 - 0x10000 = 0x35FDC00
-                                                        - 0x35FDC00u);
-                                    }
-                                    else
-                                    {
-                                        error_message = "invalid string: surrogate U+D800..U+DBFF must be followed by U+DC00..U+DFFF";
-                                        return token_type::parse_error;
-                                    }
-                                }
-                                else
-                                {
-                                    error_message = "invalid string: surrogate U+D800..U+DBFF must be followed by U+DC00..U+DFFF";
-                                    return token_type::parse_error;
-                                }
-                            }
-                            else
-                            {
-                                if (JSON_HEDLEY_UNLIKELY(0xDC00 <= codepoint1 && codepoint1 <= 0xDFFF))
-                                {
-                                    error_message = "invalid string: surrogate U+DC00..U+DFFF must follow U+D800..U+DBFF";
-                                    return token_type::parse_error;
-                                }
-                            }
-
-                            // result of the above calculation yields a proper codepoint
-                            JSON_ASSERT(0x00 <= codepoint && codepoint <= 0x10FFFF);
-
-                            // translate codepoint into bytes
-                            if (codepoint < 0x80)
-                            {
-                                // 1-byte characters: 0xxxxxxx (ASCII)
-                                add(static_cast<char_int_type>(codepoint));
-                            }
-                            else if (codepoint <= 0x7FF)
-                            {
-                                // 2-byte characters: 110xxxxx 10xxxxxx
-                                add(static_cast<char_int_type>(0xC0u | (static_cast<unsigned int>(codepoint) >> 6u)));
-                                add(static_cast<char_int_type>(0x80u | (static_cast<unsigned int>(codepoint) & 0x3Fu)));
-                            }
-                            else if (codepoint <= 0xFFFF)
-                            {
-                                // 3-byte characters: 1110xxxx 10xxxxxx 10xxxxxx
-                                add(static_cast<char_int_type>(0xE0u | (static_cast<unsigned int>(codepoint) >> 12u)));
-                                add(static_cast<char_int_type>(0x80u | ((static_cast<unsigned int>(codepoint) >> 6u) & 0x3Fu)));
-                                add(static_cast<char_int_type>(0x80u | (static_cast<unsigned int>(codepoint) & 0x3Fu)));
-                            }
-                            else
-                            {
-                                // 4-byte characters: 11110xxx 10xxxxxx 10xxxxxx 10xxxxxx
-                                add(static_cast<char_int_type>(0xF0u | (static_cast<unsigned int>(codepoint) >> 18u)));
-                                add(static_cast<char_int_type>(0x80u | ((static_cast<unsigned int>(codepoint) >> 12u) & 0x3Fu)));
-                                add(static_cast<char_int_type>(0x80u | ((static_cast<unsigned int>(codepoint) >> 6u) & 0x3Fu)));
-                                add(static_cast<char_int_type>(0x80u | (static_cast<unsigned int>(codepoint) & 0x3Fu)));
-                            }
-
-                            break;
-                        }
-
-                        // other characters after escape
-                        default:
-                            error_message = "invalid string: forbidden character after backslash";
-                            return token_type::parse_error;
-                    }
-
-                    break;
-                }
-
-                // invalid control characters
-                case 0x00:
-                {
-                    error_message = "invalid string: control character U+0000 (NUL) must be escaped to \\u0000";
-                    return token_type::parse_error;
-                }
-
-                case 0x01:
-                {
-                    error_message = "invalid string: control character U+0001 (SOH) must be escaped to \\u0001";
-                    return token_type::parse_error;
-                }
-
-                case 0x02:
-                {
-                    error_message = "invalid string: control character U+0002 (STX) must be escaped to \\u0002";
-                    return token_type::parse_error;
-                }
-
-                case 0x03:
-                {
-                    error_message = "invalid string: control character U+0003 (ETX) must be escaped to \\u0003";
-                    return token_type::parse_error;
-                }
-
-                case 0x04:
-                {
-                    error_message = "invalid string: control character U+0004 (EOT) must be escaped to \\u0004";
-                    return token_type::parse_error;
-                }
-
-                case 0x05:
-                {
-                    error_message = "invalid string: control character U+0005 (ENQ) must be escaped to \\u0005";
-                    return token_type::parse_error;
-                }
-
-                case 0x06:
-                {
-                    error_message = "invalid string: control character U+0006 (ACK) must be escaped to \\u0006";
-                    return token_type::parse_error;
-                }
-
-                case 0x07:
-                {
-                    error_message = "invalid string: control character U+0007 (BEL) must be escaped to \\u0007";
-                    return token_type::parse_error;
-                }
-
-                case 0x08:
-                {
-                    error_message = "invalid string: control character U+0008 (BS) must be escaped to \\u0008 or \\b";
-                    return token_type::parse_error;
-                }
-
-                case 0x09:
-                {
-                    error_message = "invalid string: control character U+0009 (HT) must be escaped to \\u0009 or \\t";
-                    return token_type::parse_error;
-                }
-
-                case 0x0A:
-                {
-                    error_message = "invalid string: control character U+000A (LF) must be escaped to \\u000A or \\n";
-                    return token_type::parse_error;
-                }
-
-                case 0x0B:
-                {
-                    error_message = "invalid string: control character U+000B (VT) must be escaped to \\u000B";
-                    return token_type::parse_error;
-                }
-
-                case 0x0C:
-                {
-                    error_message = "invalid string: control character U+000C (FF) must be escaped to \\u000C or \\f";
-                    return token_type::parse_error;
-                }
-
-                case 0x0D:
-                {
-                    error_message = "invalid string: control character U+000D (CR) must be escaped to \\u000D or \\r";
-                    return token_type::parse_error;
-                }
-
-                case 0x0E:
-                {
-                    error_message = "invalid string: control character U+000E (SO) must be escaped to \\u000E";
-                    return token_type::parse_error;
-                }
-
-                case 0x0F:
-                {
-                    error_message = "invalid string: control character U+000F (SI) must be escaped to \\u000F";
-                    return token_type::parse_error;
-                }
-
-                case 0x10:
-                {
-                    error_message = "invalid string: control character U+0010 (DLE) must be escaped to \\u0010";
-                    return token_type::parse_error;
-                }
-
-                case 0x11:
-                {
-                    error_message = "invalid string: control character U+0011 (DC1) must be escaped to \\u0011";
-                    return token_type::parse_error;
-                }
-
-                case 0x12:
-                {
-                    error_message = "invalid string: control character U+0012 (DC2) must be escaped to \\u0012";
-                    return token_type::parse_error;
-                }
-
-                case 0x13:
-                {
-                    error_message = "invalid string: control character U+0013 (DC3) must be escaped to \\u0013";
-                    return token_type::parse_error;
-                }
-
-                case 0x14:
-                {
-                    error_message = "invalid string: control character U+0014 (DC4) must be escaped to \\u0014";
-                    return token_type::parse_error;
-                }
-
-                case 0x15:
-                {
-                    error_message = "invalid string: control character U+0015 (NAK) must be escaped to \\u0015";
-                    return token_type::parse_error;
-                }
-
-                case 0x16:
-                {
-                    error_message = "invalid string: control character U+0016 (SYN) must be escaped to \\u0016";
-                    return token_type::parse_error;
-                }
-
-                case 0x17:
-                {
-                    error_message = "invalid string: control character U+0017 (ETB) must be escaped to \\u0017";
-                    return token_type::parse_error;
-                }
-
-                case 0x18:
-                {
-                    error_message = "invalid string: control character U+0018 (CAN) must be escaped to \\u0018";
-                    return token_type::parse_error;
-                }
-
-                case 0x19:
-                {
-                    error_message = "invalid string: control character U+0019 (EM) must be escaped to \\u0019";
-                    return token_type::parse_error;
-                }
-
-                case 0x1A:
-                {
-                    error_message = "invalid string: control character U+001A (SUB) must be escaped to \\u001A";
-                    return token_type::parse_error;
-                }
-
-                case 0x1B:
-                {
-                    error_message = "invalid string: control character U+001B (ESC) must be escaped to \\u001B";
-                    return token_type::parse_error;
-                }
-
-                case 0x1C:
-                {
-                    error_message = "invalid string: control character U+001C (FS) must be escaped to \\u001C";
-                    return token_type::parse_error;
-                }
-
-                case 0x1D:
-                {
-                    error_message = "invalid string: control character U+001D (GS) must be escaped to \\u001D";
-                    return token_type::parse_error;
-                }
-
-                case 0x1E:
-                {
-                    error_message = "invalid string: control character U+001E (RS) must be escaped to \\u001E";
-                    return token_type::parse_error;
-                }
-
-                case 0x1F:
-                {
-                    error_message = "invalid string: control character U+001F (US) must be escaped to \\u001F";
-                    return token_type::parse_error;
-                }
-
-                // U+0020..U+007F (except U+0022 (quote) and U+005C (backspace))
-                case 0x20:
-                case 0x21:
-                case 0x23:
-                case 0x24:
-                case 0x25:
-                case 0x26:
-                case 0x27:
-                case 0x28:
-                case 0x29:
-                case 0x2A:
-                case 0x2B:
-                case 0x2C:
-                case 0x2D:
-                case 0x2E:
-                case 0x2F:
-                case 0x30:
-                case 0x31:
-                case 0x32:
-                case 0x33:
-                case 0x34:
-                case 0x35:
-                case 0x36:
-                case 0x37:
-                case 0x38:
-                case 0x39:
-                case 0x3A:
-                case 0x3B:
-                case 0x3C:
-                case 0x3D:
-                case 0x3E:
-                case 0x3F:
-                case 0x40:
-                case 0x41:
-                case 0x42:
-                case 0x43:
-                case 0x44:
-                case 0x45:
-                case 0x46:
-                case 0x47:
-                case 0x48:
-                case 0x49:
-                case 0x4A:
-                case 0x4B:
-                case 0x4C:
-                case 0x4D:
-                case 0x4E:
-                case 0x4F:
-                case 0x50:
-                case 0x51:
-                case 0x52:
-                case 0x53:
-                case 0x54:
-                case 0x55:
-                case 0x56:
-                case 0x57:
-                case 0x58:
-                case 0x59:
-                case 0x5A:
-                case 0x5B:
-                case 0x5D:
-                case 0x5E:
-                case 0x5F:
-                case 0x60:
-                case 0x61:
-                case 0x62:
-                case 0x63:
-                case 0x64:
-                case 0x65:
-                case 0x66:
-                case 0x67:
-                case 0x68:
-                case 0x69:
-                case 0x6A:
-                case 0x6B:
-                case 0x6C:
-                case 0x6D:
-                case 0x6E:
-                case 0x6F:
-                case 0x70:
-                case 0x71:
-                case 0x72:
-                case 0x73:
-                case 0x74:
-                case 0x75:
-                case 0x76:
-                case 0x77:
-                case 0x78:
-                case 0x79:
-                case 0x7A:
-                case 0x7B:
-                case 0x7C:
-                case 0x7D:
-                case 0x7E:
-                case 0x7F:
-                {
-                    add(current);
-                    break;
-                }
-
-                // U+0080..U+07FF: bytes C2..DF 80..BF
-                case 0xC2:
-                case 0xC3:
-                case 0xC4:
-                case 0xC5:
-                case 0xC6:
-                case 0xC7:
-                case 0xC8:
-                case 0xC9:
-                case 0xCA:
-                case 0xCB:
-                case 0xCC:
-                case 0xCD:
-                case 0xCE:
-                case 0xCF:
-                case 0xD0:
-                case 0xD1:
-                case 0xD2:
-                case 0xD3:
-                case 0xD4:
-                case 0xD5:
-                case 0xD6:
-                case 0xD7:
-                case 0xD8:
-                case 0xD9:
-                case 0xDA:
-                case 0xDB:
-                case 0xDC:
-                case 0xDD:
-                case 0xDE:
-                case 0xDF:
-                {
-                    if (JSON_HEDLEY_UNLIKELY(!next_byte_in_range({0x80, 0xBF})))
-                    {
-                        return token_type::parse_error;
-                    }
-                    break;
-                }
-
-                // U+0800..U+0FFF: bytes E0 A0..BF 80..BF
-                case 0xE0:
-                {
-                    if (JSON_HEDLEY_UNLIKELY(!(next_byte_in_range({0xA0, 0xBF, 0x80, 0xBF}))))
-                    {
-                        return token_type::parse_error;
-                    }
-                    break;
-                }
-
-                // U+1000..U+CFFF: bytes E1..EC 80..BF 80..BF
-                // U+E000..U+FFFF: bytes EE..EF 80..BF 80..BF
-                case 0xE1:
-                case 0xE2:
-                case 0xE3:
-                case 0xE4:
-                case 0xE5:
-                case 0xE6:
-                case 0xE7:
-                case 0xE8:
-                case 0xE9:
-                case 0xEA:
-                case 0xEB:
-                case 0xEC:
-                case 0xEE:
-                case 0xEF:
-                {
-                    if (JSON_HEDLEY_UNLIKELY(!(next_byte_in_range({0x80, 0xBF, 0x80, 0xBF}))))
-                    {
-                        return token_type::parse_error;
-                    }
-                    break;
-                }
-
-                // U+D000..U+D7FF: bytes ED 80..9F 80..BF
-                case 0xED:
-                {
-                    if (JSON_HEDLEY_UNLIKELY(!(next_byte_in_range({0x80, 0x9F, 0x80, 0xBF}))))
-                    {
-                        return token_type::parse_error;
-                    }
-                    break;
-                }
-
-                // U+10000..U+3FFFF F0 90..BF 80..BF 80..BF
-                case 0xF0:
-                {
-                    if (JSON_HEDLEY_UNLIKELY(!(next_byte_in_range({0x90, 0xBF, 0x80, 0xBF, 0x80, 0xBF}))))
-                    {
-                        return token_type::parse_error;
-                    }
-                    break;
-                }
-
-                // U+40000..U+FFFFF F1..F3 80..BF 80..BF 80..BF
-                case 0xF1:
-                case 0xF2:
-                case 0xF3:
-                {
-                    if (JSON_HEDLEY_UNLIKELY(!(next_byte_in_range({0x80, 0xBF, 0x80, 0xBF, 0x80, 0xBF}))))
-                    {
-                        return token_type::parse_error;
-                    }
-                    break;
-                }
-
-                // U+100000..U+10FFFF F4 80..8F 80..BF 80..BF
-                case 0xF4:
-                {
-                    if (JSON_HEDLEY_UNLIKELY(!(next_byte_in_range({0x80, 0x8F, 0x80, 0xBF, 0x80, 0xBF}))))
-                    {
-                        return token_type::parse_error;
-                    }
-                    break;
-                }
-
-                // remaining bytes (80..C1 and F5..FF) are ill-formed
-                default:
-                {
-                    error_message = "invalid string: ill-formed UTF-8 byte";
-                    return token_type::parse_error;
-                }
-            }
-        }
-    }
-
-    /*!
-     * @brief scan a comment
-     * @return whether comment could be scanned successfully
-     */
-    bool scan_comment()
-    {
-        switch (get())
-        {
-            // single-line comments skip input until a newline or EOF is read
-            case '/':
-            {
-                while (true)
-                {
-                    switch (get())
-                    {
-                        case '\n':
-                        case '\r':
-                        case std::char_traits<char_type>::eof():
-                        case '\0':
-                            return true;
-
-                        default:
-                            break;
-                    }
-                }
-            }
-
-            // multi-line comments skip input until */ is read
-            case '*':
-            {
-                while (true)
-                {
-                    switch (get())
-                    {
-                        case std::char_traits<char_type>::eof():
-                        case '\0':
-                        {
-                            error_message = "invalid comment; missing closing '*/'";
-                            return false;
-                        }
-
-                        case '*':
-                        {
-                            switch (get())
-                            {
-                                case '/':
-                                    return true;
-
-                                default:
-                                {
-                                    unget();
-                                    continue;
-                                }
-                            }
-                        }
-
-                        default:
-                            continue;
-                    }
-                }
-            }
-
-            // unexpected character after reading '/'
-            default:
-            {
-                error_message = "invalid comment; expecting '/' or '*' after '/'";
-                return false;
-            }
-        }
-    }
-
-    JSON_HEDLEY_NON_NULL(2)
-    static void strtof(float& f, const char* str, char** endptr) noexcept
-    {
-        f = std::strtof(str, endptr);
-    }
-
-    JSON_HEDLEY_NON_NULL(2)
-    static void strtof(double& f, const char* str, char** endptr) noexcept
-    {
-        f = std::strtod(str, endptr);
-    }
-
-    JSON_HEDLEY_NON_NULL(2)
-    static void strtof(long double& f, const char* str, char** endptr) noexcept
-    {
-        f = std::strtold(str, endptr);
-    }
-
-    /*!
-    @brief scan a number literal
-
-    This function scans a string according to Sect. 6 of RFC 8259.
-
-    The function is realized with a deterministic finite state machine derived
-    from the grammar described in RFC 8259. Starting in state "init", the
-    input is read and used to determined the next state. Only state "done"
-    accepts the number. State "error" is a trap state to model errors. In the
-    table below, "anything" means any character but the ones listed before.
-
-    state    | 0        | 1-9      | e E      | +       | -       | .        | anything
-    ---------|----------|----------|----------|---------|---------|----------|-----------
-    init     | zero     | any1     | [error]  | [error] | minus   | [error]  | [error]
-    minus    | zero     | any1     | [error]  | [error] | [error] | [error]  | [error]
-    zero     | done     | done     | exponent | done    | done    | decimal1 | done
-    any1     | any1     | any1     | exponent | done    | done    | decimal1 | done
-    decimal1 | decimal2 | decimal2 | [error]  | [error] | [error] | [error]  | [error]
-    decimal2 | decimal2 | decimal2 | exponent | done    | done    | done     | done
-    exponent | any2     | any2     | [error]  | sign    | sign    | [error]  | [error]
-    sign     | any2     | any2     | [error]  | [error] | [error] | [error]  | [error]
-    any2     | any2     | any2     | done     | done    | done    | done     | done
-
-    The state machine is realized with one label per state (prefixed with
-    "scan_number_") and `goto` statements between them. The state machine
-    contains cycles, but any cycle can be left when EOF is read. Therefore,
-    the function is guaranteed to terminate.
-
-    During scanning, the read bytes are stored in token_buffer. This string is
-    then converted to a signed integer, an unsigned integer, or a
-    floating-point number.
-
-    @return token_type::value_unsigned, token_type::value_integer, or
-            token_type::value_float if number could be successfully scanned,
-            token_type::parse_error otherwise
-
-    @note The scanner is independent of the current locale. Internally, the
-          locale's decimal point is used instead of `.` to work with the
-          locale-dependent converters.
-    */
-    token_type scan_number()  // lgtm [cpp/use-of-goto]
-    {
-        // reset token_buffer to store the number's bytes
-        reset();
-
-        // the type of the parsed number; initially set to unsigned; will be
-        // changed if minus sign, decimal point or exponent is read
-        token_type number_type = token_type::value_unsigned;
-
-        // state (init): we just found out we need to scan a number
-        switch (current)
-        {
-            case '-':
-            {
-                add(current);
-                goto scan_number_minus;
-            }
-
-            case '0':
-            {
-                add(current);
-                goto scan_number_zero;
-            }
-
-            case '1':
-            case '2':
-            case '3':
-            case '4':
-            case '5':
-            case '6':
-            case '7':
-            case '8':
-            case '9':
-            {
-                add(current);
-                goto scan_number_any1;
-            }
-
-            // all other characters are rejected outside scan_number()
-            default:            // LCOV_EXCL_LINE
-                JSON_ASSERT(false); // NOLINT(cert-dcl03-c,hicpp-static-assert,misc-static-assert) LCOV_EXCL_LINE
-        }
-
-scan_number_minus:
-        // state: we just parsed a leading minus sign
-        number_type = token_type::value_integer;
-        switch (get())
-        {
-            case '0':
-            {
-                add(current);
-                goto scan_number_zero;
-            }
-
-            case '1':
-            case '2':
-            case '3':
-            case '4':
-            case '5':
-            case '6':
-            case '7':
-            case '8':
-            case '9':
-            {
-                add(current);
-                goto scan_number_any1;
-            }
-
-            default:
-            {
-                error_message = "invalid number; expected digit after '-'";
-                return token_type::parse_error;
-            }
-        }
-
-scan_number_zero:
-        // state: we just parse a zero (maybe with a leading minus sign)
-        switch (get())
-        {
-            case '.':
-            {
-                add(decimal_point_char);
-                goto scan_number_decimal1;
-            }
-
-            case 'e':
-            case 'E':
-            {
-                add(current);
-                goto scan_number_exponent;
-            }
-
-            default:
-                goto scan_number_done;
-        }
-
-scan_number_any1:
-        // state: we just parsed a number 0-9 (maybe with a leading minus sign)
-        switch (get())
-        {
-            case '0':
-            case '1':
-            case '2':
-            case '3':
-            case '4':
-            case '5':
-            case '6':
-            case '7':
-            case '8':
-            case '9':
-            {
-                add(current);
-                goto scan_number_any1;
-            }
-
-            case '.':
-            {
-                add(decimal_point_char);
-                goto scan_number_decimal1;
-            }
-
-            case 'e':
-            case 'E':
-            {
-                add(current);
-                goto scan_number_exponent;
-            }
-
-            default:
-                goto scan_number_done;
-        }
-
-scan_number_decimal1:
-        // state: we just parsed a decimal point
-        number_type = token_type::value_float;
-        switch (get())
-        {
-            case '0':
-            case '1':
-            case '2':
-            case '3':
-            case '4':
-            case '5':
-            case '6':
-            case '7':
-            case '8':
-            case '9':
-            {
-                add(current);
-                goto scan_number_decimal2;
-            }
-
-            default:
-            {
-                error_message = "invalid number; expected digit after '.'";
-                return token_type::parse_error;
-            }
-        }
-
-scan_number_decimal2:
-        // we just parsed at least one number after a decimal point
-        switch (get())
-        {
-            case '0':
-            case '1':
-            case '2':
-            case '3':
-            case '4':
-            case '5':
-            case '6':
-            case '7':
-            case '8':
-            case '9':
-            {
-                add(current);
-                goto scan_number_decimal2;
-            }
-
-            case 'e':
-            case 'E':
-            {
-                add(current);
-                goto scan_number_exponent;
-            }
-
-            default:
-                goto scan_number_done;
-        }
-
-scan_number_exponent:
-        // we just parsed an exponent
-        number_type = token_type::value_float;
-        switch (get())
-        {
-            case '+':
-            case '-':
-            {
-                add(current);
-                goto scan_number_sign;
-            }
-
-            case '0':
-            case '1':
-            case '2':
-            case '3':
-            case '4':
-            case '5':
-            case '6':
-            case '7':
-            case '8':
-            case '9':
-            {
-                add(current);
-                goto scan_number_any2;
-            }
-
-            default:
-            {
-                error_message =
-                    "invalid number; expected '+', '-', or digit after exponent";
-                return token_type::parse_error;
-            }
-        }
-
-scan_number_sign:
-        // we just parsed an exponent sign
-        switch (get())
-        {
-            case '0':
-            case '1':
-            case '2':
-            case '3':
-            case '4':
-            case '5':
-            case '6':
-            case '7':
-            case '8':
-            case '9':
-            {
-                add(current);
-                goto scan_number_any2;
-            }
-
-            default:
-            {
-                error_message = "invalid number; expected digit after exponent sign";
-                return token_type::parse_error;
-            }
-        }
-
-scan_number_any2:
-        // we just parsed a number after the exponent or exponent sign
-        switch (get())
-        {
-            case '0':
-            case '1':
-            case '2':
-            case '3':
-            case '4':
-            case '5':
-            case '6':
-            case '7':
-            case '8':
-            case '9':
-            {
-                add(current);
-                goto scan_number_any2;
-            }
-
-            default:
-                goto scan_number_done;
-        }
-
-scan_number_done:
-        // unget the character after the number (we only read it to know that
-        // we are done scanning a number)
-        unget();
-
-        char* endptr = nullptr; // NOLINT(cppcoreguidelines-pro-type-vararg,hicpp-vararg)
-        errno = 0;
-
-        // try to parse integers first and fall back to floats
-        if (number_type == token_type::value_unsigned)
-        {
-            const auto x = std::strtoull(token_buffer.data(), &endptr, 10);
-
-            // we checked the number format before
-            JSON_ASSERT(endptr == token_buffer.data() + token_buffer.size());
-
-            if (errno == 0)
-            {
-                value_unsigned = static_cast<number_unsigned_t>(x);
-                if (value_unsigned == x)
-                {
-                    return token_type::value_unsigned;
-                }
-            }
-        }
-        else if (number_type == token_type::value_integer)
-        {
-            const auto x = std::strtoll(token_buffer.data(), &endptr, 10);
-
-            // we checked the number format before
-            JSON_ASSERT(endptr == token_buffer.data() + token_buffer.size());
-
-            if (errno == 0)
-            {
-                value_integer = static_cast<number_integer_t>(x);
-                if (value_integer == x)
-                {
-                    return token_type::value_integer;
-                }
-            }
-        }
-
-        // this code is reached if we parse a floating-point number or if an
-        // integer conversion above failed
-        strtof(value_float, token_buffer.data(), &endptr);
-
-        // we checked the number format before
-        JSON_ASSERT(endptr == token_buffer.data() + token_buffer.size());
-
-        return token_type::value_float;
-    }
-
-    /*!
-    @param[in] literal_text  the literal text to expect
-    @param[in] length        the length of the passed literal text
-    @param[in] return_type   the token type to return on success
-    */
-    JSON_HEDLEY_NON_NULL(2)
-    token_type scan_literal(const char_type* literal_text, const std::size_t length,
-                            token_type return_type)
-    {
-        JSON_ASSERT(std::char_traits<char_type>::to_char_type(current) == literal_text[0]);
-        for (std::size_t i = 1; i < length; ++i)
-        {
-            if (JSON_HEDLEY_UNLIKELY(std::char_traits<char_type>::to_char_type(get()) != literal_text[i]))
-            {
-                error_message = "invalid literal";
-                return token_type::parse_error;
-            }
-        }
-        return return_type;
-    }
-
-    /////////////////////
-    // input management
-    /////////////////////
-
-    /// reset token_buffer; current character is beginning of token
-    void reset() noexcept
-    {
-        token_buffer.clear();
-        token_string.clear();
-        token_string.push_back(std::char_traits<char_type>::to_char_type(current));
-    }
-
-    /*
-    @brief get next character from the input
-
-    This function provides the interface to the used input adapter. It does
-    not throw in case the input reached EOF, but returns a
-    `std::char_traits<char>::eof()` in that case.  Stores the scanned characters
-    for use in error messages.
-
-    @return character read from the input
-    */
-    char_int_type get()
-    {
-        ++position.chars_read_total;
-        ++position.chars_read_current_line;
-
-        if (next_unget)
-        {
-            // just reset the next_unget variable and work with current
-            next_unget = false;
-        }
-        else
-        {
-            current = ia.get_character();
-        }
-
-        if (JSON_HEDLEY_LIKELY(current != std::char_traits<char_type>::eof()))
-        {
-            token_string.push_back(std::char_traits<char_type>::to_char_type(current));
-        }
-
-        if (current == '\n')
-        {
-            ++position.lines_read;
-            position.chars_read_current_line = 0;
-        }
-
-        return current;
-    }
-
-    /*!
-    @brief unget current character (read it again on next get)
-
-    We implement unget by setting variable next_unget to true. The input is not
-    changed - we just simulate ungetting by modifying chars_read_total,
-    chars_read_current_line, and token_string. The next call to get() will
-    behave as if the unget character is read again.
-    */
-    void unget()
-    {
-        next_unget = true;
-
-        --position.chars_read_total;
-
-        // in case we "unget" a newline, we have to also decrement the lines_read
-        if (position.chars_read_current_line == 0)
-        {
-            if (position.lines_read > 0)
-            {
-                --position.lines_read;
-            }
-        }
-        else
-        {
-            --position.chars_read_current_line;
-        }
-
-        if (JSON_HEDLEY_LIKELY(current != std::char_traits<char_type>::eof()))
-        {
-            JSON_ASSERT(!token_string.empty());
-            token_string.pop_back();
-        }
-    }
-
-    /// add a character to token_buffer
-    void add(char_int_type c)
-    {
-        token_buffer.push_back(static_cast<typename string_t::value_type>(c));
-    }
-
-  public:
-    /////////////////////
-    // value getters
-    /////////////////////
-
-    /// return integer value
-    constexpr number_integer_t get_number_integer() const noexcept
-    {
-        return value_integer;
-    }
-
-    /// return unsigned integer value
-    constexpr number_unsigned_t get_number_unsigned() const noexcept
-    {
-        return value_unsigned;
-    }
-
-    /// return floating-point value
-    constexpr number_float_t get_number_float() const noexcept
-    {
-        return value_float;
-    }
-
-    /// return current string value (implicitly resets the token; useful only once)
-    string_t& get_string()
-    {
-        return token_buffer;
-    }
-
-    /////////////////////
-    // diagnostics
-    /////////////////////
-
-    /// return position of last read token
-    constexpr position_t get_position() const noexcept
-    {
-        return position;
-    }
-
-    /// return the last read token (for errors only).  Will never contain EOF
-    /// (an arbitrary value that is not a valid char value, often -1), because
-    /// 255 may legitimately occur.  May contain NUL, which should be escaped.
-    std::string get_token_string() const
-    {
-        // escape control characters
-        std::string result;
-        for (const auto c : token_string)
-        {
-            if (static_cast<unsigned char>(c) <= '\x1F')
-            {
-                // escape control characters
-                std::array<char, 9> cs{{}};
-                static_cast<void>((std::snprintf)(cs.data(), cs.size(), "<U+%.4X>", static_cast<unsigned char>(c))); // NOLINT(cppcoreguidelines-pro-type-vararg,hicpp-vararg)
-                result += cs.data();
-            }
-            else
-            {
-                // add character as is
-                result.push_back(static_cast<std::string::value_type>(c));
-            }
-        }
-
-        return result;
-    }
-
-    /// return syntax error message
-    JSON_HEDLEY_RETURNS_NON_NULL
-    constexpr const char* get_error_message() const noexcept
-    {
-        return error_message;
-    }
-
-    /////////////////////
-    // actual scanner
-    /////////////////////
-
-    /*!
-    @brief skip the UTF-8 byte order mark
-    @return true iff there is no BOM or the correct BOM has been skipped
-    */
-    bool skip_bom()
-    {
-        if (get() == 0xEF)
-        {
-            // check if we completely parse the BOM
-            return get() == 0xBB && get() == 0xBF;
-        }
-
-        // the first character is not the beginning of the BOM; unget it to
-        // process is later
-        unget();
-        return true;
-    }
-
-    void skip_whitespace()
-    {
-        do
-        {
-            get();
-        }
-        while (current == ' ' || current == '\t' || current == '\n' || current == '\r');
-    }
-
-    token_type scan()
-    {
-        // initially, skip the BOM
-        if (position.chars_read_total == 0 && !skip_bom())
-        {
-            error_message = "invalid BOM; must be 0xEF 0xBB 0xBF if given";
-            return token_type::parse_error;
-        }
-
-        // read next character and ignore whitespace
-        skip_whitespace();
-
-        // ignore comments
-        while (ignore_comments && current == '/')
-        {
-            if (!scan_comment())
-            {
-                return token_type::parse_error;
-            }
-
-            // skip following whitespace
-            skip_whitespace();
-        }
-
-        switch (current)
-        {
-            // structural characters
-            case '[':
-                return token_type::begin_array;
-            case ']':
-                return token_type::end_array;
-            case '{':
-                return token_type::begin_object;
-            case '}':
-                return token_type::end_object;
-            case ':':
-                return token_type::name_separator;
-            case ',':
-                return token_type::value_separator;
-
-            // literals
-            case 't':
-            {
-                std::array<char_type, 4> true_literal = {{static_cast<char_type>('t'), static_cast<char_type>('r'), static_cast<char_type>('u'), static_cast<char_type>('e')}};
-                return scan_literal(true_literal.data(), true_literal.size(), token_type::literal_true);
-            }
-            case 'f':
-            {
-                std::array<char_type, 5> false_literal = {{static_cast<char_type>('f'), static_cast<char_type>('a'), static_cast<char_type>('l'), static_cast<char_type>('s'), static_cast<char_type>('e')}};
-                return scan_literal(false_literal.data(), false_literal.size(), token_type::literal_false);
-            }
-            case 'n':
-            {
-                std::array<char_type, 4> null_literal = {{static_cast<char_type>('n'), static_cast<char_type>('u'), static_cast<char_type>('l'), static_cast<char_type>('l')}};
-                return scan_literal(null_literal.data(), null_literal.size(), token_type::literal_null);
-            }
-
-            // string
-            case '\"':
-                return scan_string();
-
-            // number
-            case '-':
-            case '0':
-            case '1':
-            case '2':
-            case '3':
-            case '4':
-            case '5':
-            case '6':
-            case '7':
-            case '8':
-            case '9':
-                return scan_number();
-
-            // end of input (the null byte is needed when parsing from
-            // string literals)
-            case '\0':
-            case std::char_traits<char_type>::eof():
-                return token_type::end_of_input;
-
-            // error
-            default:
-                error_message = "invalid literal";
-                return token_type::parse_error;
-        }
-    }
-
-  private:
-    /// input adapter
-    InputAdapterType ia;
-
-    /// whether comments should be ignored (true) or signaled as errors (false)
-    const bool ignore_comments = false;
-
-    /// the current character
-    char_int_type current = std::char_traits<char_type>::eof();
-
-    /// whether the next get() call should just return current
-    bool next_unget = false;
-
-    /// the start position of the current token
-    position_t position {};
-
-    /// raw input token string (for error messages)
-    std::vector<char_type> token_string {};
-
-    /// buffer for variable-length tokens (numbers, strings)
-    string_t token_buffer {};
-
-    /// a description of occurred lexer errors
-    const char* error_message = "";
-
-    // number values
-    number_integer_t value_integer = 0;
-    number_unsigned_t value_unsigned = 0;
-    number_float_t value_float = 0;
-
-    /// the decimal point
-    const char_int_type decimal_point_char = '.';
-};
-
-}  // namespace detail
-NLOHMANN_JSON_NAMESPACE_END
-
-// #include <nlohmann/detail/macro_scope.hpp>
-
-// #include <nlohmann/detail/meta/is_sax.hpp>
-//     __ _____ _____ _____
-//  __|  |   __|     |   | |  JSON for Modern C++
-// |  |  |__   |  |  | | | |  version 3.11.2
-// |_____|_____|_____|_|___|  https://github.com/nlohmann/json
-//
-// SPDX-FileCopyrightText: 2013-2022 Niels Lohmann <https://nlohmann.me>
-// SPDX-License-Identifier: MIT
-
-
-
-#include <cstdint> // size_t
-#include <utility> // declval
-#include <string> // string
-
-// #include <nlohmann/detail/abi_macros.hpp>
-
-// #include <nlohmann/detail/meta/detected.hpp>
-
-// #include <nlohmann/detail/meta/type_traits.hpp>
-
-
-NLOHMANN_JSON_NAMESPACE_BEGIN
-namespace detail
-{
-
-template<typename T>
-using null_function_t = decltype(std::declval<T&>().null());
-
-template<typename T>
-using boolean_function_t =
-    decltype(std::declval<T&>().boolean(std::declval<bool>()));
-
-template<typename T, typename Integer>
-using number_integer_function_t =
-    decltype(std::declval<T&>().number_integer(std::declval<Integer>()));
-
-template<typename T, typename Unsigned>
-using number_unsigned_function_t =
-    decltype(std::declval<T&>().number_unsigned(std::declval<Unsigned>()));
-
-template<typename T, typename Float, typename String>
-using number_float_function_t = decltype(std::declval<T&>().number_float(
-                                    std::declval<Float>(), std::declval<const String&>()));
-
-template<typename T, typename String>
-using string_function_t =
-    decltype(std::declval<T&>().string(std::declval<String&>()));
-
-template<typename T, typename Binary>
-using binary_function_t =
-    decltype(std::declval<T&>().binary(std::declval<Binary&>()));
-
-template<typename T>
-using start_object_function_t =
-    decltype(std::declval<T&>().start_object(std::declval<std::size_t>()));
-
-template<typename T, typename String>
-using key_function_t =
-    decltype(std::declval<T&>().key(std::declval<String&>()));
-
-template<typename T>
-using end_object_function_t = decltype(std::declval<T&>().end_object());
-
-template<typename T>
-using start_array_function_t =
-    decltype(std::declval<T&>().start_array(std::declval<std::size_t>()));
-
-template<typename T>
-using end_array_function_t = decltype(std::declval<T&>().end_array());
-
-template<typename T, typename Exception>
-using parse_error_function_t = decltype(std::declval<T&>().parse_error(
-        std::declval<std::size_t>(), std::declval<const std::string&>(),
-        std::declval<const Exception&>()));
-
-template<typename SAX, typename BasicJsonType>
-struct is_sax
-{
-  private:
-    static_assert(is_basic_json<BasicJsonType>::value,
-                  "BasicJsonType must be of type basic_json<...>");
-
-    using number_integer_t = typename BasicJsonType::number_integer_t;
-    using number_unsigned_t = typename BasicJsonType::number_unsigned_t;
-    using number_float_t = typename BasicJsonType::number_float_t;
-    using string_t = typename BasicJsonType::string_t;
-    using binary_t = typename BasicJsonType::binary_t;
-    using exception_t = typename BasicJsonType::exception;
-
-  public:
-    static constexpr bool value =
-        is_detected_exact<bool, null_function_t, SAX>::value &&
-        is_detected_exact<bool, boolean_function_t, SAX>::value &&
-        is_detected_exact<bool, number_integer_function_t, SAX, number_integer_t>::value &&
-        is_detected_exact<bool, number_unsigned_function_t, SAX, number_unsigned_t>::value &&
-        is_detected_exact<bool, number_float_function_t, SAX, number_float_t, string_t>::value &&
-        is_detected_exact<bool, string_function_t, SAX, string_t>::value &&
-        is_detected_exact<bool, binary_function_t, SAX, binary_t>::value &&
-        is_detected_exact<bool, start_object_function_t, SAX>::value &&
-        is_detected_exact<bool, key_function_t, SAX, string_t>::value &&
-        is_detected_exact<bool, end_object_function_t, SAX>::value &&
-        is_detected_exact<bool, start_array_function_t, SAX>::value &&
-        is_detected_exact<bool, end_array_function_t, SAX>::value &&
-        is_detected_exact<bool, parse_error_function_t, SAX, exception_t>::value;
-};
-
-template<typename SAX, typename BasicJsonType>
-struct is_sax_static_asserts
-{
-  private:
-    static_assert(is_basic_json<BasicJsonType>::value,
-                  "BasicJsonType must be of type basic_json<...>");
-
-    using number_integer_t = typename BasicJsonType::number_integer_t;
-    using number_unsigned_t = typename BasicJsonType::number_unsigned_t;
-    using number_float_t = typename BasicJsonType::number_float_t;
-    using string_t = typename BasicJsonType::string_t;
-    using binary_t = typename BasicJsonType::binary_t;
-    using exception_t = typename BasicJsonType::exception;
-
-  public:
-    static_assert(is_detected_exact<bool, null_function_t, SAX>::value,
-                  "Missing/invalid function: bool null()");
-    static_assert(is_detected_exact<bool, boolean_function_t, SAX>::value,
-                  "Missing/invalid function: bool boolean(bool)");
-    static_assert(is_detected_exact<bool, boolean_function_t, SAX>::value,
-                  "Missing/invalid function: bool boolean(bool)");
-    static_assert(
-        is_detected_exact<bool, number_integer_function_t, SAX,
-        number_integer_t>::value,
-        "Missing/invalid function: bool number_integer(number_integer_t)");
-    static_assert(
-        is_detected_exact<bool, number_unsigned_function_t, SAX,
-        number_unsigned_t>::value,
-        "Missing/invalid function: bool number_unsigned(number_unsigned_t)");
-    static_assert(is_detected_exact<bool, number_float_function_t, SAX,
-                  number_float_t, string_t>::value,
-                  "Missing/invalid function: bool number_float(number_float_t, const string_t&)");
-    static_assert(
-        is_detected_exact<bool, string_function_t, SAX, string_t>::value,
-        "Missing/invalid function: bool string(string_t&)");
-    static_assert(
-        is_detected_exact<bool, binary_function_t, SAX, binary_t>::value,
-        "Missing/invalid function: bool binary(binary_t&)");
-    static_assert(is_detected_exact<bool, start_object_function_t, SAX>::value,
-                  "Missing/invalid function: bool start_object(std::size_t)");
-    static_assert(is_detected_exact<bool, key_function_t, SAX, string_t>::value,
-                  "Missing/invalid function: bool key(string_t&)");
-    static_assert(is_detected_exact<bool, end_object_function_t, SAX>::value,
-                  "Missing/invalid function: bool end_object()");
-    static_assert(is_detected_exact<bool, start_array_function_t, SAX>::value,
-                  "Missing/invalid function: bool start_array(std::size_t)");
-    static_assert(is_detected_exact<bool, end_array_function_t, SAX>::value,
-                  "Missing/invalid function: bool end_array()");
-    static_assert(
-        is_detected_exact<bool, parse_error_function_t, SAX, exception_t>::value,
-        "Missing/invalid function: bool parse_error(std::size_t, const "
-        "std::string&, const exception&)");
-};
-
-}  // namespace detail
-NLOHMANN_JSON_NAMESPACE_END
-
-// #include <nlohmann/detail/meta/type_traits.hpp>
-
-// #include <nlohmann/detail/string_concat.hpp>
-
-// #include <nlohmann/detail/value_t.hpp>
-
-
-NLOHMANN_JSON_NAMESPACE_BEGIN
-namespace detail
-{
-
-/// how to treat CBOR tags
-enum class cbor_tag_handler_t
-{
-    error,   ///< throw a parse_error exception in case of a tag
-    ignore,  ///< ignore tags
-    store    ///< store tags as binary type
-};
-
-/*!
-@brief determine system byte order
-
-@return true if and only if system's byte order is little endian
-
-@note from https://stackoverflow.com/a/1001328/266378
-*/
-static inline bool little_endianness(int num = 1) noexcept
-{
-    return *reinterpret_cast<char*>(&num) == 1;
-}
-
-
-///////////////////
-// binary reader //
-///////////////////
-
-/*!
-@brief deserialization of CBOR, MessagePack, and UBJSON values
-*/
-template<typename BasicJsonType, typename InputAdapterType, typename SAX = json_sax_dom_parser<BasicJsonType>>
-class binary_reader
-{
-    using number_integer_t = typename BasicJsonType::number_integer_t;
-    using number_unsigned_t = typename BasicJsonType::number_unsigned_t;
-    using number_float_t = typename BasicJsonType::number_float_t;
-    using string_t = typename BasicJsonType::string_t;
-    using binary_t = typename BasicJsonType::binary_t;
-    using json_sax_t = SAX;
-    using char_type = typename InputAdapterType::char_type;
-    using char_int_type = typename std::char_traits<char_type>::int_type;
-
-  public:
-    /*!
-    @brief create a binary reader
-
-    @param[in] adapter  input adapter to read from
-    */
-    explicit binary_reader(InputAdapterType&& adapter, const input_format_t format = input_format_t::json) noexcept : ia(std::move(adapter)), input_format(format)
-    {
-        (void)detail::is_sax_static_asserts<SAX, BasicJsonType> {};
-    }
-
-    // make class move-only
-    binary_reader(const binary_reader&) = delete;
-    binary_reader(binary_reader&&) = default; // NOLINT(hicpp-noexcept-move,performance-noexcept-move-constructor)
-    binary_reader& operator=(const binary_reader&) = delete;
-    binary_reader& operator=(binary_reader&&) = default; // NOLINT(hicpp-noexcept-move,performance-noexcept-move-constructor)
-    ~binary_reader() = default;
-
-    /*!
-    @param[in] format  the binary format to parse
-    @param[in] sax_    a SAX event processor
-    @param[in] strict  whether to expect the input to be consumed completed
-    @param[in] tag_handler  how to treat CBOR tags
-
-    @return whether parsing was successful
-    */
-    JSON_HEDLEY_NON_NULL(3)
-    bool sax_parse(const input_format_t format,
-                   json_sax_t* sax_,
-                   const bool strict = true,
-                   const cbor_tag_handler_t tag_handler = cbor_tag_handler_t::error)
-    {
-        sax = sax_;
-        bool result = false;
-
-        switch (format)
-        {
-            case input_format_t::bson:
-                result = parse_bson_internal();
-                break;
-
-            case input_format_t::cbor:
-                result = parse_cbor_internal(true, tag_handler);
-                break;
-
-            case input_format_t::msgpack:
-                result = parse_msgpack_internal();
-                break;
-
-            case input_format_t::ubjson:
-            case input_format_t::bjdata:
-                result = parse_ubjson_internal();
-                break;
-
-            case input_format_t::json: // LCOV_EXCL_LINE
-            default:            // LCOV_EXCL_LINE
-                JSON_ASSERT(false); // NOLINT(cert-dcl03-c,hicpp-static-assert,misc-static-assert) LCOV_EXCL_LINE
-        }
-
-        // strict mode: next byte must be EOF
-        if (result && strict)
-        {
-            if (input_format == input_format_t::ubjson || input_format == input_format_t::bjdata)
-            {
-                get_ignore_noop();
-            }
-            else
-            {
-                get();
-            }
-
-            if (JSON_HEDLEY_UNLIKELY(current != std::char_traits<char_type>::eof()))
-            {
-                return sax->parse_error(chars_read, get_token_string(), parse_error::create(110, chars_read,
-                                        exception_message(input_format, concat("expected end of input; last byte: 0x", get_token_string()), "value"), nullptr));
-            }
-        }
-
-        return result;
-    }
-
-  private:
-    //////////
-    // BSON //
-    //////////
-
-    /*!
-    @brief Reads in a BSON-object and passes it to the SAX-parser.
-    @return whether a valid BSON-value was passed to the SAX parser
-    */
-    bool parse_bson_internal()
-    {
-        std::int32_t document_size{};
-        get_number<std::int32_t, true>(input_format_t::bson, document_size);
-
-        if (JSON_HEDLEY_UNLIKELY(!sax->start_object(static_cast<std::size_t>(-1))))
-        {
-            return false;
-        }
-
-        if (JSON_HEDLEY_UNLIKELY(!parse_bson_element_list(/*is_array*/false)))
-        {
-            return false;
-        }
-
-        return sax->end_object();
-    }
-
-    /*!
-    @brief Parses a C-style string from the BSON input.
-    @param[in,out] result  A reference to the string variable where the read
-                            string is to be stored.
-    @return `true` if the \x00-byte indicating the end of the string was
-             encountered before the EOF; false` indicates an unexpected EOF.
-    */
-    bool get_bson_cstr(string_t& result)
-    {
-        auto out = std::back_inserter(result);
-        while (true)
-        {
-            get();
-            if (JSON_HEDLEY_UNLIKELY(!unexpect_eof(input_format_t::bson, "cstring")))
-            {
-                return false;
-            }
-            if (current == 0x00)
-            {
-                return true;
-            }
-            *out++ = static_cast<typename string_t::value_type>(current);
-        }
-    }
-
-    /*!
-    @brief Parses a zero-terminated string of length @a len from the BSON
-           input.
-    @param[in] len  The length (including the zero-byte at the end) of the
-                    string to be read.
-    @param[in,out] result  A reference to the string variable where the read
-                            string is to be stored.
-    @tparam NumberType The type of the length @a len
-    @pre len >= 1
-    @return `true` if the string was successfully parsed
-    */
-    template<typename NumberType>
-    bool get_bson_string(const NumberType len, string_t& result)
-    {
-        if (JSON_HEDLEY_UNLIKELY(len < 1))
-        {
-            auto last_token = get_token_string();
-            return sax->parse_error(chars_read, last_token, parse_error::create(112, chars_read,
-                                    exception_message(input_format_t::bson, concat("string length must be at least 1, is ", std::to_string(len)), "string"), nullptr));
-        }
-
-        return get_string(input_format_t::bson, len - static_cast<NumberType>(1), result) && get() != std::char_traits<char_type>::eof();
-    }
-
-    /*!
-    @brief Parses a byte array input of length @a len from the BSON input.
-    @param[in] len  The length of the byte array to be read.
-    @param[in,out] result  A reference to the binary variable where the read
-                            array is to be stored.
-    @tparam NumberType The type of the length @a len
-    @pre len >= 0
-    @return `true` if the byte array was successfully parsed
-    */
-    template<typename NumberType>
-    bool get_bson_binary(const NumberType len, binary_t& result)
-    {
-        if (JSON_HEDLEY_UNLIKELY(len < 0))
-        {
-            auto last_token = get_token_string();
-            return sax->parse_error(chars_read, last_token, parse_error::create(112, chars_read,
-                                    exception_message(input_format_t::bson, concat("byte array length cannot be negative, is ", std::to_string(len)), "binary"), nullptr));
-        }
-
-        // All BSON binary values have a subtype
-        std::uint8_t subtype{};
-        get_number<std::uint8_t>(input_format_t::bson, subtype);
-        result.set_subtype(subtype);
-
-        return get_binary(input_format_t::bson, len, result);
-    }
-
-    /*!
-    @brief Read a BSON document element of the given @a element_type.
-    @param[in] element_type The BSON element type, c.f. http://bsonspec.org/spec.html
-    @param[in] element_type_parse_position The position in the input stream,
-               where the `element_type` was read.
-    @warning Not all BSON element types are supported yet. An unsupported
-             @a element_type will give rise to a parse_error.114:
-             Unsupported BSON record type 0x...
-    @return whether a valid BSON-object/array was passed to the SAX parser
-    */
-    bool parse_bson_element_internal(const char_int_type element_type,
-                                     const std::size_t element_type_parse_position)
-    {
-        switch (element_type)
-        {
-            case 0x01: // double
-            {
-                double number{};
-                return get_number<double, true>(input_format_t::bson, number) && sax->number_float(static_cast<number_float_t>(number), "");
-            }
-
-            case 0x02: // string
-            {
-                std::int32_t len{};
-                string_t value;
-                return get_number<std::int32_t, true>(input_format_t::bson, len) && get_bson_string(len, value) && sax->string(value);
-            }
-
-            case 0x03: // object
-            {
-                return parse_bson_internal();
-            }
-
-            case 0x04: // array
-            {
-                return parse_bson_array();
-            }
-
-            case 0x05: // binary
-            {
-                std::int32_t len{};
-                binary_t value;
-                return get_number<std::int32_t, true>(input_format_t::bson, len) && get_bson_binary(len, value) && sax->binary(value);
-            }
-
-            case 0x08: // boolean
-            {
-                return sax->boolean(get() != 0);
-            }
-
-            case 0x0A: // null
-            {
-                return sax->null();
-            }
-
-            case 0x10: // int32
-            {
-                std::int32_t value{};
-                return get_number<std::int32_t, true>(input_format_t::bson, value) && sax->number_integer(value);
-            }
-
-            case 0x12: // int64
-            {
-                std::int64_t value{};
-                return get_number<std::int64_t, true>(input_format_t::bson, value) && sax->number_integer(value);
-            }
-
-            default: // anything else not supported (yet)
-            {
-                std::array<char, 3> cr{{}};
-                static_cast<void>((std::snprintf)(cr.data(), cr.size(), "%.2hhX", static_cast<unsigned char>(element_type))); // NOLINT(cppcoreguidelines-pro-type-vararg,hicpp-vararg)
-                std::string cr_str{cr.data()};
-                return sax->parse_error(element_type_parse_position, cr_str,
-                                        parse_error::create(114, element_type_parse_position, concat("Unsupported BSON record type 0x", cr_str), nullptr));
-            }
-        }
-    }
-
-    /*!
-    @brief Read a BSON element list (as specified in the BSON-spec)
-
-    The same binary layout is used for objects and arrays, hence it must be
-    indicated with the argument @a is_array which one is expected
-    (true --> array, false --> object).
-
-    @param[in] is_array Determines if the element list being read is to be
-                        treated as an object (@a is_array == false), or as an
-                        array (@a is_array == true).
-    @return whether a valid BSON-object/array was passed to the SAX parser
-    */
-    bool parse_bson_element_list(const bool is_array)
-    {
-        string_t key;
-
-        while (auto element_type = get())
-        {
-            if (JSON_HEDLEY_UNLIKELY(!unexpect_eof(input_format_t::bson, "element list")))
-            {
-                return false;
-            }
-
-            const std::size_t element_type_parse_position = chars_read;
-            if (JSON_HEDLEY_UNLIKELY(!get_bson_cstr(key)))
-            {
-                return false;
-            }
-
-            if (!is_array && !sax->key(key))
-            {
-                return false;
-            }
-
-            if (JSON_HEDLEY_UNLIKELY(!parse_bson_element_internal(element_type, element_type_parse_position)))
-            {
-                return false;
-            }
-
-            // get_bson_cstr only appends
-            key.clear();
-        }
-
-        return true;
-    }
-
-    /*!
-    @brief Reads an array from the BSON input and passes it to the SAX-parser.
-    @return whether a valid BSON-array was passed to the SAX parser
-    */
-    bool parse_bson_array()
-    {
-        std::int32_t document_size{};
-        get_number<std::int32_t, true>(input_format_t::bson, document_size);
-
-        if (JSON_HEDLEY_UNLIKELY(!sax->start_array(static_cast<std::size_t>(-1))))
-        {
-            return false;
-        }
-
-        if (JSON_HEDLEY_UNLIKELY(!parse_bson_element_list(/*is_array*/true)))
-        {
-            return false;
-        }
-
-        return sax->end_array();
-    }
-
-    //////////
-    // CBOR //
-    //////////
-
-    /*!
-    @param[in] get_char  whether a new character should be retrieved from the
-                         input (true) or whether the last read character should
-                         be considered instead (false)
-    @param[in] tag_handler how CBOR tags should be treated
-
-    @return whether a valid CBOR value was passed to the SAX parser
-    */
-    bool parse_cbor_internal(const bool get_char,
-                             const cbor_tag_handler_t tag_handler)
-    {
-        switch (get_char ? get() : current)
-        {
-            // EOF
-            case std::char_traits<char_type>::eof():
-                return unexpect_eof(input_format_t::cbor, "value");
-
-            // Integer 0x00..0x17 (0..23)
-            case 0x00:
-            case 0x01:
-            case 0x02:
-            case 0x03:
-            case 0x04:
-            case 0x05:
-            case 0x06:
-            case 0x07:
-            case 0x08:
-            case 0x09:
-            case 0x0A:
-            case 0x0B:
-            case 0x0C:
-            case 0x0D:
-            case 0x0E:
-            case 0x0F:
-            case 0x10:
-            case 0x11:
-            case 0x12:
-            case 0x13:
-            case 0x14:
-            case 0x15:
-            case 0x16:
-            case 0x17:
-                return sax->number_unsigned(static_cast<number_unsigned_t>(current));
-
-            case 0x18: // Unsigned integer (one-byte uint8_t follows)
-            {
-                std::uint8_t number{};
-                return get_number(input_format_t::cbor, number) && sax->number_unsigned(number);
-            }
-
-            case 0x19: // Unsigned integer (two-byte uint16_t follows)
-            {
-                std::uint16_t number{};
-                return get_number(input_format_t::cbor, number) && sax->number_unsigned(number);
-            }
-
-            case 0x1A: // Unsigned integer (four-byte uint32_t follows)
-            {
-                std::uint32_t number{};
-                return get_number(input_format_t::cbor, number) && sax->number_unsigned(number);
-            }
-
-            case 0x1B: // Unsigned integer (eight-byte uint64_t follows)
-            {
-                std::uint64_t number{};
-                return get_number(input_format_t::cbor, number) && sax->number_unsigned(number);
-            }
-
-            // Negative integer -1-0x00..-1-0x17 (-1..-24)
-            case 0x20:
-            case 0x21:
-            case 0x22:
-            case 0x23:
-            case 0x24:
-            case 0x25:
-            case 0x26:
-            case 0x27:
-            case 0x28:
-            case 0x29:
-            case 0x2A:
-            case 0x2B:
-            case 0x2C:
-            case 0x2D:
-            case 0x2E:
-            case 0x2F:
-            case 0x30:
-            case 0x31:
-            case 0x32:
-            case 0x33:
-            case 0x34:
-            case 0x35:
-            case 0x36:
-            case 0x37:
-                return sax->number_integer(static_cast<std::int8_t>(0x20 - 1 - current));
-
-            case 0x38: // Negative integer (one-byte uint8_t follows)
-            {
-                std::uint8_t number{};
-                return get_number(input_format_t::cbor, number) && sax->number_integer(static_cast<number_integer_t>(-1) - number);
-            }
-
-            case 0x39: // Negative integer -1-n (two-byte uint16_t follows)
-            {
-                std::uint16_t number{};
-                return get_number(input_format_t::cbor, number) && sax->number_integer(static_cast<number_integer_t>(-1) - number);
-            }
-
-            case 0x3A: // Negative integer -1-n (four-byte uint32_t follows)
-            {
-                std::uint32_t number{};
-                return get_number(input_format_t::cbor, number) && sax->number_integer(static_cast<number_integer_t>(-1) - number);
-            }
-
-            case 0x3B: // Negative integer -1-n (eight-byte uint64_t follows)
-            {
-                std::uint64_t number{};
-                return get_number(input_format_t::cbor, number) && sax->number_integer(static_cast<number_integer_t>(-1)
-                        - static_cast<number_integer_t>(number));
-            }
-
-            // Binary data (0x00..0x17 bytes follow)
-            case 0x40:
-            case 0x41:
-            case 0x42:
-            case 0x43:
-            case 0x44:
-            case 0x45:
-            case 0x46:
-            case 0x47:
-            case 0x48:
-            case 0x49:
-            case 0x4A:
-            case 0x4B:
-            case 0x4C:
-            case 0x4D:
-            case 0x4E:
-            case 0x4F:
-            case 0x50:
-            case 0x51:
-            case 0x52:
-            case 0x53:
-            case 0x54:
-            case 0x55:
-            case 0x56:
-            case 0x57:
-            case 0x58: // Binary data (one-byte uint8_t for n follows)
-            case 0x59: // Binary data (two-byte uint16_t for n follow)
-            case 0x5A: // Binary data (four-byte uint32_t for n follow)
-            case 0x5B: // Binary data (eight-byte uint64_t for n follow)
-            case 0x5F: // Binary data (indefinite length)
-            {
-                binary_t b;
-                return get_cbor_binary(b) && sax->binary(b);
-            }
-
-            // UTF-8 string (0x00..0x17 bytes follow)
-            case 0x60:
-            case 0x61:
-            case 0x62:
-            case 0x63:
-            case 0x64:
-            case 0x65:
-            case 0x66:
-            case 0x67:
-            case 0x68:
-            case 0x69:
-            case 0x6A:
-            case 0x6B:
-            case 0x6C:
-            case 0x6D:
-            case 0x6E:
-            case 0x6F:
-            case 0x70:
-            case 0x71:
-            case 0x72:
-            case 0x73:
-            case 0x74:
-            case 0x75:
-            case 0x76:
-            case 0x77:
-            case 0x78: // UTF-8 string (one-byte uint8_t for n follows)
-            case 0x79: // UTF-8 string (two-byte uint16_t for n follow)
-            case 0x7A: // UTF-8 string (four-byte uint32_t for n follow)
-            case 0x7B: // UTF-8 string (eight-byte uint64_t for n follow)
-            case 0x7F: // UTF-8 string (indefinite length)
-            {
-                string_t s;
-                return get_cbor_string(s) && sax->string(s);
-            }
-
-            // array (0x00..0x17 data items follow)
-            case 0x80:
-            case 0x81:
-            case 0x82:
-            case 0x83:
-            case 0x84:
-            case 0x85:
-            case 0x86:
-            case 0x87:
-            case 0x88:
-            case 0x89:
-            case 0x8A:
-            case 0x8B:
-            case 0x8C:
-            case 0x8D:
-            case 0x8E:
-            case 0x8F:
-            case 0x90:
-            case 0x91:
-            case 0x92:
-            case 0x93:
-            case 0x94:
-            case 0x95:
-            case 0x96:
-            case 0x97:
-                return get_cbor_array(
-                           conditional_static_cast<std::size_t>(static_cast<unsigned int>(current) & 0x1Fu), tag_handler);
-
-            case 0x98: // array (one-byte uint8_t for n follows)
-            {
-                std::uint8_t len{};
-                return get_number(input_format_t::cbor, len) && get_cbor_array(static_cast<std::size_t>(len), tag_handler);
-            }
-
-            case 0x99: // array (two-byte uint16_t for n follow)
-            {
-                std::uint16_t len{};
-                return get_number(input_format_t::cbor, len) && get_cbor_array(static_cast<std::size_t>(len), tag_handler);
-            }
-
-            case 0x9A: // array (four-byte uint32_t for n follow)
-            {
-                std::uint32_t len{};
-                return get_number(input_format_t::cbor, len) && get_cbor_array(conditional_static_cast<std::size_t>(len), tag_handler);
-            }
-
-            case 0x9B: // array (eight-byte uint64_t for n follow)
-            {
-                std::uint64_t len{};
-                return get_number(input_format_t::cbor, len) && get_cbor_array(conditional_static_cast<std::size_t>(len), tag_handler);
-            }
-
-            case 0x9F: // array (indefinite length)
-                return get_cbor_array(static_cast<std::size_t>(-1), tag_handler);
-
-            // map (0x00..0x17 pairs of data items follow)
-            case 0xA0:
-            case 0xA1:
-            case 0xA2:
-            case 0xA3:
-            case 0xA4:
-            case 0xA5:
-            case 0xA6:
-            case 0xA7:
-            case 0xA8:
-            case 0xA9:
-            case 0xAA:
-            case 0xAB:
-            case 0xAC:
-            case 0xAD:
-            case 0xAE:
-            case 0xAF:
-            case 0xB0:
-            case 0xB1:
-            case 0xB2:
-            case 0xB3:
-            case 0xB4:
-            case 0xB5:
-            case 0xB6:
-            case 0xB7:
-                return get_cbor_object(conditional_static_cast<std::size_t>(static_cast<unsigned int>(current) & 0x1Fu), tag_handler);
-
-            case 0xB8: // map (one-byte uint8_t for n follows)
-            {
-                std::uint8_t len{};
-                return get_number(input_format_t::cbor, len) && get_cbor_object(static_cast<std::size_t>(len), tag_handler);
-            }
-
-            case 0xB9: // map (two-byte uint16_t for n follow)
-            {
-                std::uint16_t len{};
-                return get_number(input_format_t::cbor, len) && get_cbor_object(static_cast<std::size_t>(len), tag_handler);
-            }
-
-            case 0xBA: // map (four-byte uint32_t for n follow)
-            {
-                std::uint32_t len{};
-                return get_number(input_format_t::cbor, len) && get_cbor_object(conditional_static_cast<std::size_t>(len), tag_handler);
-            }
-
-            case 0xBB: // map (eight-byte uint64_t for n follow)
-            {
-                std::uint64_t len{};
-                return get_number(input_format_t::cbor, len) && get_cbor_object(conditional_static_cast<std::size_t>(len), tag_handler);
-            }
-
-            case 0xBF: // map (indefinite length)
-                return get_cbor_object(static_cast<std::size_t>(-1), tag_handler);
-
-            case 0xC6: // tagged item
-            case 0xC7:
-            case 0xC8:
-            case 0xC9:
-            case 0xCA:
-            case 0xCB:
-            case 0xCC:
-            case 0xCD:
-            case 0xCE:
-            case 0xCF:
-            case 0xD0:
-            case 0xD1:
-            case 0xD2:
-            case 0xD3:
-            case 0xD4:
-            case 0xD8: // tagged item (1 bytes follow)
-            case 0xD9: // tagged item (2 bytes follow)
-            case 0xDA: // tagged item (4 bytes follow)
-            case 0xDB: // tagged item (8 bytes follow)
-            {
-                switch (tag_handler)
-                {
-                    case cbor_tag_handler_t::error:
-                    {
-                        auto last_token = get_token_string();
-                        return sax->parse_error(chars_read, last_token, parse_error::create(112, chars_read,
-                                                exception_message(input_format_t::cbor, concat("invalid byte: 0x", last_token), "value"), nullptr));
-                    }
-
-                    case cbor_tag_handler_t::ignore:
-                    {
-                        // ignore binary subtype
-                        switch (current)
-                        {
-                            case 0xD8:
-                            {
-                                std::uint8_t subtype_to_ignore{};
-                                get_number(input_format_t::cbor, subtype_to_ignore);
-                                break;
-                            }
-                            case 0xD9:
-                            {
-                                std::uint16_t subtype_to_ignore{};
-                                get_number(input_format_t::cbor, subtype_to_ignore);
-                                break;
-                            }
-                            case 0xDA:
-                            {
-                                std::uint32_t subtype_to_ignore{};
-                                get_number(input_format_t::cbor, subtype_to_ignore);
-                                break;
-                            }
-                            case 0xDB:
-                            {
-                                std::uint64_t subtype_to_ignore{};
-                                get_number(input_format_t::cbor, subtype_to_ignore);
-                                break;
-                            }
-                            default:
-                                break;
-                        }
-                        return parse_cbor_internal(true, tag_handler);
-                    }
-
-                    case cbor_tag_handler_t::store:
-                    {
-                        binary_t b;
-                        // use binary subtype and store in binary container
-                        switch (current)
-                        {
-                            case 0xD8:
-                            {
-                                std::uint8_t subtype{};
-                                get_number(input_format_t::cbor, subtype);
-                                b.set_subtype(detail::conditional_static_cast<typename binary_t::subtype_type>(subtype));
-                                break;
-                            }
-                            case 0xD9:
-                            {
-                                std::uint16_t subtype{};
-                                get_number(input_format_t::cbor, subtype);
-                                b.set_subtype(detail::conditional_static_cast<typename binary_t::subtype_type>(subtype));
-                                break;
-                            }
-                            case 0xDA:
-                            {
-                                std::uint32_t subtype{};
-                                get_number(input_format_t::cbor, subtype);
-                                b.set_subtype(detail::conditional_static_cast<typename binary_t::subtype_type>(subtype));
-                                break;
-                            }
-                            case 0xDB:
-                            {
-                                std::uint64_t subtype{};
-                                get_number(input_format_t::cbor, subtype);
-                                b.set_subtype(detail::conditional_static_cast<typename binary_t::subtype_type>(subtype));
-                                break;
-                            }
-                            default:
-                                return parse_cbor_internal(true, tag_handler);
-                        }
-                        get();
-                        return get_cbor_binary(b) && sax->binary(b);
-                    }
-
-                    default:                 // LCOV_EXCL_LINE
-                        JSON_ASSERT(false); // NOLINT(cert-dcl03-c,hicpp-static-assert,misc-static-assert) LCOV_EXCL_LINE
-                        return false;        // LCOV_EXCL_LINE
-                }
-            }
-
-            case 0xF4: // false
-                return sax->boolean(false);
-
-            case 0xF5: // true
-                return sax->boolean(true);
-
-            case 0xF6: // null
-                return sax->null();
-
-            case 0xF9: // Half-Precision Float (two-byte IEEE 754)
-            {
-                const auto byte1_raw = get();
-                if (JSON_HEDLEY_UNLIKELY(!unexpect_eof(input_format_t::cbor, "number")))
-                {
-                    return false;
-                }
-                const auto byte2_raw = get();
-                if (JSON_HEDLEY_UNLIKELY(!unexpect_eof(input_format_t::cbor, "number")))
-                {
-                    return false;
-                }
-
-                const auto byte1 = static_cast<unsigned char>(byte1_raw);
-                const auto byte2 = static_cast<unsigned char>(byte2_raw);
-
-                // code from RFC 7049, Appendix D, Figure 3:
-                // As half-precision floating-point numbers were only added
-                // to IEEE 754 in 2008, today's programming platforms often
-                // still only have limited support for them. It is very
-                // easy to include at least decoding support for them even
-                // without such support. An example of a small decoder for
-                // half-precision floating-point numbers in the C language
-                // is shown in Fig. 3.
-                const auto half = static_cast<unsigned int>((byte1 << 8u) + byte2);
-                const double val = [&half]
-                {
-                    const int exp = (half >> 10u) & 0x1Fu;
-                    const unsigned int mant = half & 0x3FFu;
-                    JSON_ASSERT(0 <= exp&& exp <= 32);
-                    JSON_ASSERT(mant <= 1024);
-                    switch (exp)
-                    {
-                        case 0:
-                            return std::ldexp(mant, -24);
-                        case 31:
-                            return (mant == 0)
-                            ? std::numeric_limits<double>::infinity()
-                            : std::numeric_limits<double>::quiet_NaN();
-                        default:
-                            return std::ldexp(mant + 1024, exp - 25);
-                    }
-                }();
-                return sax->number_float((half & 0x8000u) != 0
-                                         ? static_cast<number_float_t>(-val)
-                                         : static_cast<number_float_t>(val), "");
-            }
-
-            case 0xFA: // Single-Precision Float (four-byte IEEE 754)
-            {
-                float number{};
-                return get_number(input_format_t::cbor, number) && sax->number_float(static_cast<number_float_t>(number), "");
-            }
-
-            case 0xFB: // Double-Precision Float (eight-byte IEEE 754)
-            {
-                double number{};
-                return get_number(input_format_t::cbor, number) && sax->number_float(static_cast<number_float_t>(number), "");
-            }
-
-            default: // anything else (0xFF is handled inside the other types)
-            {
-                auto last_token = get_token_string();
-                return sax->parse_error(chars_read, last_token, parse_error::create(112, chars_read,
-                                        exception_message(input_format_t::cbor, concat("invalid byte: 0x", last_token), "value"), nullptr));
-            }
-        }
-    }
-
-    /*!
-    @brief reads a CBOR string
-
-    This function first reads starting bytes to determine the expected
-    string length and then copies this number of bytes into a string.
-    Additionally, CBOR's strings with indefinite lengths are supported.
-
-    @param[out] result  created string
-
-    @return whether string creation completed
-    */
-    bool get_cbor_string(string_t& result)
-    {
-        if (JSON_HEDLEY_UNLIKELY(!unexpect_eof(input_format_t::cbor, "string")))
-        {
-            return false;
-        }
-
-        switch (current)
-        {
-            // UTF-8 string (0x00..0x17 bytes follow)
-            case 0x60:
-            case 0x61:
-            case 0x62:
-            case 0x63:
-            case 0x64:
-            case 0x65:
-            case 0x66:
-            case 0x67:
-            case 0x68:
-            case 0x69:
-            case 0x6A:
-            case 0x6B:
-            case 0x6C:
-            case 0x6D:
-            case 0x6E:
-            case 0x6F:
-            case 0x70:
-            case 0x71:
-            case 0x72:
-            case 0x73:
-            case 0x74:
-            case 0x75:
-            case 0x76:
-            case 0x77:
-            {
-                return get_string(input_format_t::cbor, static_cast<unsigned int>(current) & 0x1Fu, result);
-            }
-
-            case 0x78: // UTF-8 string (one-byte uint8_t for n follows)
-            {
-                std::uint8_t len{};
-                return get_number(input_format_t::cbor, len) && get_string(input_format_t::cbor, len, result);
-            }
-
-            case 0x79: // UTF-8 string (two-byte uint16_t for n follow)
-            {
-                std::uint16_t len{};
-                return get_number(input_format_t::cbor, len) && get_string(input_format_t::cbor, len, result);
-            }
-
-            case 0x7A: // UTF-8 string (four-byte uint32_t for n follow)
-            {
-                std::uint32_t len{};
-                return get_number(input_format_t::cbor, len) && get_string(input_format_t::cbor, len, result);
-            }
-
-            case 0x7B: // UTF-8 string (eight-byte uint64_t for n follow)
-            {
-                std::uint64_t len{};
-                return get_number(input_format_t::cbor, len) && get_string(input_format_t::cbor, len, result);
-            }
-
-            case 0x7F: // UTF-8 string (indefinite length)
-            {
-                while (get() != 0xFF)
-                {
-                    string_t chunk;
-                    if (!get_cbor_string(chunk))
-                    {
-                        return false;
-                    }
-                    result.append(chunk);
-                }
-                return true;
-            }
-
-            default:
-            {
-                auto last_token = get_token_string();
-                return sax->parse_error(chars_read, last_token, parse_error::create(113, chars_read,
-                                        exception_message(input_format_t::cbor, concat("expected length specification (0x60-0x7B) or indefinite string type (0x7F); last byte: 0x", last_token), "string"), nullptr));
-            }
-        }
-    }
-
-    /*!
-    @brief reads a CBOR byte array
-
-    This function first reads starting bytes to determine the expected
-    byte array length and then copies this number of bytes into the byte array.
-    Additionally, CBOR's byte arrays with indefinite lengths are supported.
-
-    @param[out] result  created byte array
-
-    @return whether byte array creation completed
-    */
-    bool get_cbor_binary(binary_t& result)
-    {
-        if (JSON_HEDLEY_UNLIKELY(!unexpect_eof(input_format_t::cbor, "binary")))
-        {
-            return false;
-        }
-
-        switch (current)
-        {
-            // Binary data (0x00..0x17 bytes follow)
-            case 0x40:
-            case 0x41:
-            case 0x42:
-            case 0x43:
-            case 0x44:
-            case 0x45:
-            case 0x46:
-            case 0x47:
-            case 0x48:
-            case 0x49:
-            case 0x4A:
-            case 0x4B:
-            case 0x4C:
-            case 0x4D:
-            case 0x4E:
-            case 0x4F:
-            case 0x50:
-            case 0x51:
-            case 0x52:
-            case 0x53:
-            case 0x54:
-            case 0x55:
-            case 0x56:
-            case 0x57:
-            {
-                return get_binary(input_format_t::cbor, static_cast<unsigned int>(current) & 0x1Fu, result);
-            }
-
-            case 0x58: // Binary data (one-byte uint8_t for n follows)
-            {
-                std::uint8_t len{};
-                return get_number(input_format_t::cbor, len) &&
-                       get_binary(input_format_t::cbor, len, result);
-            }
-
-            case 0x59: // Binary data (two-byte uint16_t for n follow)
-            {
-                std::uint16_t len{};
-                return get_number(input_format_t::cbor, len) &&
-                       get_binary(input_format_t::cbor, len, result);
-            }
-
-            case 0x5A: // Binary data (four-byte uint32_t for n follow)
-            {
-                std::uint32_t len{};
-                return get_number(input_format_t::cbor, len) &&
-                       get_binary(input_format_t::cbor, len, result);
-            }
-
-            case 0x5B: // Binary data (eight-byte uint64_t for n follow)
-            {
-                std::uint64_t len{};
-                return get_number(input_format_t::cbor, len) &&
-                       get_binary(input_format_t::cbor, len, result);
-            }
-
-            case 0x5F: // Binary data (indefinite length)
-            {
-                while (get() != 0xFF)
-                {
-                    binary_t chunk;
-                    if (!get_cbor_binary(chunk))
-                    {
-                        return false;
-                    }
-                    result.insert(result.end(), chunk.begin(), chunk.end());
-                }
-                return true;
-            }
-
-            default:
-            {
-                auto last_token = get_token_string();
-                return sax->parse_error(chars_read, last_token, parse_error::create(113, chars_read,
-                                        exception_message(input_format_t::cbor, concat("expected length specification (0x40-0x5B) or indefinite binary array type (0x5F); last byte: 0x", last_token), "binary"), nullptr));
-            }
-        }
-    }
-
-    /*!
-    @param[in] len  the length of the array or static_cast<std::size_t>(-1) for an
-                    array of indefinite size
-    @param[in] tag_handler how CBOR tags should be treated
-    @return whether array creation completed
-    */
-    bool get_cbor_array(const std::size_t len,
-                        const cbor_tag_handler_t tag_handler)
-    {
-        if (JSON_HEDLEY_UNLIKELY(!sax->start_array(len)))
-        {
-            return false;
-        }
-
-        if (len != static_cast<std::size_t>(-1))
-        {
-            for (std::size_t i = 0; i < len; ++i)
-            {
-                if (JSON_HEDLEY_UNLIKELY(!parse_cbor_internal(true, tag_handler)))
-                {
-                    return false;
-                }
-            }
-        }
-        else
-        {
-            while (get() != 0xFF)
-            {
-                if (JSON_HEDLEY_UNLIKELY(!parse_cbor_internal(false, tag_handler)))
-                {
-                    return false;
-                }
-            }
-        }
-
-        return sax->end_array();
-    }
-
-    /*!
-    @param[in] len  the length of the object or static_cast<std::size_t>(-1) for an
-                    object of indefinite size
-    @param[in] tag_handler how CBOR tags should be treated
-    @return whether object creation completed
-    */
-    bool get_cbor_object(const std::size_t len,
-                         const cbor_tag_handler_t tag_handler)
-    {
-        if (JSON_HEDLEY_UNLIKELY(!sax->start_object(len)))
-        {
-            return false;
-        }
-
-        if (len != 0)
-        {
-            string_t key;
-            if (len != static_cast<std::size_t>(-1))
-            {
-                for (std::size_t i = 0; i < len; ++i)
-                {
-                    get();
-                    if (JSON_HEDLEY_UNLIKELY(!get_cbor_string(key) || !sax->key(key)))
-                    {
-                        return false;
-                    }
-
-                    if (JSON_HEDLEY_UNLIKELY(!parse_cbor_internal(true, tag_handler)))
-                    {
-                        return false;
-                    }
-                    key.clear();
-                }
-            }
-            else
-            {
-                while (get() != 0xFF)
-                {
-                    if (JSON_HEDLEY_UNLIKELY(!get_cbor_string(key) || !sax->key(key)))
-                    {
-                        return false;
-                    }
-
-                    if (JSON_HEDLEY_UNLIKELY(!parse_cbor_internal(true, tag_handler)))
-                    {
-                        return false;
-                    }
-                    key.clear();
-                }
-            }
-        }
-
-        return sax->end_object();
-    }
-
-    /////////////
-    // MsgPack //
-    /////////////
-
-    /*!
-    @return whether a valid MessagePack value was passed to the SAX parser
-    */
-    bool parse_msgpack_internal()
-    {
-        switch (get())
-        {
-            // EOF
-            case std::char_traits<char_type>::eof():
-                return unexpect_eof(input_format_t::msgpack, "value");
-
-            // positive fixint
-            case 0x00:
-            case 0x01:
-            case 0x02:
-            case 0x03:
-            case 0x04:
-            case 0x05:
-            case 0x06:
-            case 0x07:
-            case 0x08:
-            case 0x09:
-            case 0x0A:
-            case 0x0B:
-            case 0x0C:
-            case 0x0D:
-            case 0x0E:
-            case 0x0F:
-            case 0x10:
-            case 0x11:
-            case 0x12:
-            case 0x13:
-            case 0x14:
-            case 0x15:
-            case 0x16:
-            case 0x17:
-            case 0x18:
-            case 0x19:
-            case 0x1A:
-            case 0x1B:
-            case 0x1C:
-            case 0x1D:
-            case 0x1E:
-            case 0x1F:
-            case 0x20:
-            case 0x21:
-            case 0x22:
-            case 0x23:
-            case 0x24:
-            case 0x25:
-            case 0x26:
-            case 0x27:
-            case 0x28:
-            case 0x29:
-            case 0x2A:
-            case 0x2B:
-            case 0x2C:
-            case 0x2D:
-            case 0x2E:
-            case 0x2F:
-            case 0x30:
-            case 0x31:
-            case 0x32:
-            case 0x33:
-            case 0x34:
-            case 0x35:
-            case 0x36:
-            case 0x37:
-            case 0x38:
-            case 0x39:
-            case 0x3A:
-            case 0x3B:
-            case 0x3C:
-            case 0x3D:
-            case 0x3E:
-            case 0x3F:
-            case 0x40:
-            case 0x41:
-            case 0x42:
-            case 0x43:
-            case 0x44:
-            case 0x45:
-            case 0x46:
-            case 0x47:
-            case 0x48:
-            case 0x49:
-            case 0x4A:
-            case 0x4B:
-            case 0x4C:
-            case 0x4D:
-            case 0x4E:
-            case 0x4F:
-            case 0x50:
-            case 0x51:
-            case 0x52:
-            case 0x53:
-            case 0x54:
-            case 0x55:
-            case 0x56:
-            case 0x57:
-            case 0x58:
-            case 0x59:
-            case 0x5A:
-            case 0x5B:
-            case 0x5C:
-            case 0x5D:
-            case 0x5E:
-            case 0x5F:
-            case 0x60:
-            case 0x61:
-            case 0x62:
-            case 0x63:
-            case 0x64:
-            case 0x65:
-            case 0x66:
-            case 0x67:
-            case 0x68:
-            case 0x69:
-            case 0x6A:
-            case 0x6B:
-            case 0x6C:
-            case 0x6D:
-            case 0x6E:
-            case 0x6F:
-            case 0x70:
-            case 0x71:
-            case 0x72:
-            case 0x73:
-            case 0x74:
-            case 0x75:
-            case 0x76:
-            case 0x77:
-            case 0x78:
-            case 0x79:
-            case 0x7A:
-            case 0x7B:
-            case 0x7C:
-            case 0x7D:
-            case 0x7E:
-            case 0x7F:
-                return sax->number_unsigned(static_cast<number_unsigned_t>(current));
-
-            // fixmap
-            case 0x80:
-            case 0x81:
-            case 0x82:
-            case 0x83:
-            case 0x84:
-            case 0x85:
-            case 0x86:
-            case 0x87:
-            case 0x88:
-            case 0x89:
-            case 0x8A:
-            case 0x8B:
-            case 0x8C:
-            case 0x8D:
-            case 0x8E:
-            case 0x8F:
-                return get_msgpack_object(conditional_static_cast<std::size_t>(static_cast<unsigned int>(current) & 0x0Fu));
-
-            // fixarray
-            case 0x90:
-            case 0x91:
-            case 0x92:
-            case 0x93:
-            case 0x94:
-            case 0x95:
-            case 0x96:
-            case 0x97:
-            case 0x98:
-            case 0x99:
-            case 0x9A:
-            case 0x9B:
-            case 0x9C:
-            case 0x9D:
-            case 0x9E:
-            case 0x9F:
-                return get_msgpack_array(conditional_static_cast<std::size_t>(static_cast<unsigned int>(current) & 0x0Fu));
-
-            // fixstr
-            case 0xA0:
-            case 0xA1:
-            case 0xA2:
-            case 0xA3:
-            case 0xA4:
-            case 0xA5:
-            case 0xA6:
-            case 0xA7:
-            case 0xA8:
-            case 0xA9:
-            case 0xAA:
-            case 0xAB:
-            case 0xAC:
-            case 0xAD:
-            case 0xAE:
-            case 0xAF:
-            case 0xB0:
-            case 0xB1:
-            case 0xB2:
-            case 0xB3:
-            case 0xB4:
-            case 0xB5:
-            case 0xB6:
-            case 0xB7:
-            case 0xB8:
-            case 0xB9:
-            case 0xBA:
-            case 0xBB:
-            case 0xBC:
-            case 0xBD:
-            case 0xBE:
-            case 0xBF:
-            case 0xD9: // str 8
-            case 0xDA: // str 16
-            case 0xDB: // str 32
-            {
-                string_t s;
-                return get_msgpack_string(s) && sax->string(s);
-            }
-
-            case 0xC0: // nil
-                return sax->null();
-
-            case 0xC2: // false
-                return sax->boolean(false);
-
-            case 0xC3: // true
-                return sax->boolean(true);
-
-            case 0xC4: // bin 8
-            case 0xC5: // bin 16
-            case 0xC6: // bin 32
-            case 0xC7: // ext 8
-            case 0xC8: // ext 16
-            case 0xC9: // ext 32
-            case 0xD4: // fixext 1
-            case 0xD5: // fixext 2
-            case 0xD6: // fixext 4
-            case 0xD7: // fixext 8
-            case 0xD8: // fixext 16
-            {
-                binary_t b;
-                return get_msgpack_binary(b) && sax->binary(b);
-            }
-
-            case 0xCA: // float 32
-            {
-                float number{};
-                return get_number(input_format_t::msgpack, number) && sax->number_float(static_cast<number_float_t>(number), "");
-            }
-
-            case 0xCB: // float 64
-            {
-                double number{};
-                return get_number(input_format_t::msgpack, number) && sax->number_float(static_cast<number_float_t>(number), "");
-            }
-
-            case 0xCC: // uint 8
-            {
-                std::uint8_t number{};
-                return get_number(input_format_t::msgpack, number) && sax->number_unsigned(number);
-            }
-
-            case 0xCD: // uint 16
-            {
-                std::uint16_t number{};
-                return get_number(input_format_t::msgpack, number) && sax->number_unsigned(number);
-            }
-
-            case 0xCE: // uint 32
-            {
-                std::uint32_t number{};
-                return get_number(input_format_t::msgpack, number) && sax->number_unsigned(number);
-            }
-
-            case 0xCF: // uint 64
-            {
-                std::uint64_t number{};
-                return get_number(input_format_t::msgpack, number) && sax->number_unsigned(number);
-            }
-
-            case 0xD0: // int 8
-            {
-                std::int8_t number{};
-                return get_number(input_format_t::msgpack, number) && sax->number_integer(number);
-            }
-
-            case 0xD1: // int 16
-            {
-                std::int16_t number{};
-                return get_number(input_format_t::msgpack, number) && sax->number_integer(number);
-            }
-
-            case 0xD2: // int 32
-            {
-                std::int32_t number{};
-                return get_number(input_format_t::msgpack, number) && sax->number_integer(number);
-            }
-
-            case 0xD3: // int 64
-            {
-                std::int64_t number{};
-                return get_number(input_format_t::msgpack, number) && sax->number_integer(number);
-            }
-
-            case 0xDC: // array 16
-            {
-                std::uint16_t len{};
-                return get_number(input_format_t::msgpack, len) && get_msgpack_array(static_cast<std::size_t>(len));
-            }
-
-            case 0xDD: // array 32
-            {
-                std::uint32_t len{};
-                return get_number(input_format_t::msgpack, len) && get_msgpack_array(conditional_static_cast<std::size_t>(len));
-            }
-
-            case 0xDE: // map 16
-            {
-                std::uint16_t len{};
-                return get_number(input_format_t::msgpack, len) && get_msgpack_object(static_cast<std::size_t>(len));
-            }
-
-            case 0xDF: // map 32
-            {
-                std::uint32_t len{};
-                return get_number(input_format_t::msgpack, len) && get_msgpack_object(conditional_static_cast<std::size_t>(len));
-            }
-
-            // negative fixint
-            case 0xE0:
-            case 0xE1:
-            case 0xE2:
-            case 0xE3:
-            case 0xE4:
-            case 0xE5:
-            case 0xE6:
-            case 0xE7:
-            case 0xE8:
-            case 0xE9:
-            case 0xEA:
-            case 0xEB:
-            case 0xEC:
-            case 0xED:
-            case 0xEE:
-            case 0xEF:
-            case 0xF0:
-            case 0xF1:
-            case 0xF2:
-            case 0xF3:
-            case 0xF4:
-            case 0xF5:
-            case 0xF6:
-            case 0xF7:
-            case 0xF8:
-            case 0xF9:
-            case 0xFA:
-            case 0xFB:
-            case 0xFC:
-            case 0xFD:
-            case 0xFE:
-            case 0xFF:
-                return sax->number_integer(static_cast<std::int8_t>(current));
-
-            default: // anything else
-            {
-                auto last_token = get_token_string();
-                return sax->parse_error(chars_read, last_token, parse_error::create(112, chars_read,
-                                        exception_message(input_format_t::msgpack, concat("invalid byte: 0x", last_token), "value"), nullptr));
-            }
-        }
-    }
-
-    /*!
-    @brief reads a MessagePack string
-
-    This function first reads starting bytes to determine the expected
-    string length and then copies this number of bytes into a string.
-
-    @param[out] result  created string
-
-    @return whether string creation completed
-    */
-    bool get_msgpack_string(string_t& result)
-    {
-        if (JSON_HEDLEY_UNLIKELY(!unexpect_eof(input_format_t::msgpack, "string")))
-        {
-            return false;
-        }
-
-        switch (current)
-        {
-            // fixstr
-            case 0xA0:
-            case 0xA1:
-            case 0xA2:
-            case 0xA3:
-            case 0xA4:
-            case 0xA5:
-            case 0xA6:
-            case 0xA7:
-            case 0xA8:
-            case 0xA9:
-            case 0xAA:
-            case 0xAB:
-            case 0xAC:
-            case 0xAD:
-            case 0xAE:
-            case 0xAF:
-            case 0xB0:
-            case 0xB1:
-            case 0xB2:
-            case 0xB3:
-            case 0xB4:
-            case 0xB5:
-            case 0xB6:
-            case 0xB7:
-            case 0xB8:
-            case 0xB9:
-            case 0xBA:
-            case 0xBB:
-            case 0xBC:
-            case 0xBD:
-            case 0xBE:
-            case 0xBF:
-            {
-                return get_string(input_format_t::msgpack, static_cast<unsigned int>(current) & 0x1Fu, result);
-            }
-
-            case 0xD9: // str 8
-            {
-                std::uint8_t len{};
-                return get_number(input_format_t::msgpack, len) && get_string(input_format_t::msgpack, len, result);
-            }
-
-            case 0xDA: // str 16
-            {
-                std::uint16_t len{};
-                return get_number(input_format_t::msgpack, len) && get_string(input_format_t::msgpack, len, result);
-            }
-
-            case 0xDB: // str 32
-            {
-                std::uint32_t len{};
-                return get_number(input_format_t::msgpack, len) && get_string(input_format_t::msgpack, len, result);
-            }
-
-            default:
-            {
-                auto last_token = get_token_string();
-                return sax->parse_error(chars_read, last_token, parse_error::create(113, chars_read,
-                                        exception_message(input_format_t::msgpack, concat("expected length specification (0xA0-0xBF, 0xD9-0xDB); last byte: 0x", last_token), "string"), nullptr));
-            }
-        }
-    }
-
-    /*!
-    @brief reads a MessagePack byte array
-
-    This function first reads starting bytes to determine the expected
-    byte array length and then copies this number of bytes into a byte array.
-
-    @param[out] result  created byte array
-
-    @return whether byte array creation completed
-    */
-    bool get_msgpack_binary(binary_t& result)
-    {
-        // helper function to set the subtype
-        auto assign_and_return_true = [&result](std::int8_t subtype)
-        {
-            result.set_subtype(static_cast<std::uint8_t>(subtype));
-            return true;
-        };
-
-        switch (current)
-        {
-            case 0xC4: // bin 8
-            {
-                std::uint8_t len{};
-                return get_number(input_format_t::msgpack, len) &&
-                       get_binary(input_format_t::msgpack, len, result);
-            }
-
-            case 0xC5: // bin 16
-            {
-                std::uint16_t len{};
-                return get_number(input_format_t::msgpack, len) &&
-                       get_binary(input_format_t::msgpack, len, result);
-            }
-
-            case 0xC6: // bin 32
-            {
-                std::uint32_t len{};
-                return get_number(input_format_t::msgpack, len) &&
-                       get_binary(input_format_t::msgpack, len, result);
-            }
-
-            case 0xC7: // ext 8
-            {
-                std::uint8_t len{};
-                std::int8_t subtype{};
-                return get_number(input_format_t::msgpack, len) &&
-                       get_number(input_format_t::msgpack, subtype) &&
-                       get_binary(input_format_t::msgpack, len, result) &&
-                       assign_and_return_true(subtype);
-            }
-
-            case 0xC8: // ext 16
-            {
-                std::uint16_t len{};
-                std::int8_t subtype{};
-                return get_number(input_format_t::msgpack, len) &&
-                       get_number(input_format_t::msgpack, subtype) &&
-                       get_binary(input_format_t::msgpack, len, result) &&
-                       assign_and_return_true(subtype);
-            }
-
-            case 0xC9: // ext 32
-            {
-                std::uint32_t len{};
-                std::int8_t subtype{};
-                return get_number(input_format_t::msgpack, len) &&
-                       get_number(input_format_t::msgpack, subtype) &&
-                       get_binary(input_format_t::msgpack, len, result) &&
-                       assign_and_return_true(subtype);
-            }
-
-            case 0xD4: // fixext 1
-            {
-                std::int8_t subtype{};
-                return get_number(input_format_t::msgpack, subtype) &&
-                       get_binary(input_format_t::msgpack, 1, result) &&
-                       assign_and_return_true(subtype);
-            }
-
-            case 0xD5: // fixext 2
-            {
-                std::int8_t subtype{};
-                return get_number(input_format_t::msgpack, subtype) &&
-                       get_binary(input_format_t::msgpack, 2, result) &&
-                       assign_and_return_true(subtype);
-            }
-
-            case 0xD6: // fixext 4
-            {
-                std::int8_t subtype{};
-                return get_number(input_format_t::msgpack, subtype) &&
-                       get_binary(input_format_t::msgpack, 4, result) &&
-                       assign_and_return_true(subtype);
-            }
-
-            case 0xD7: // fixext 8
-            {
-                std::int8_t subtype{};
-                return get_number(input_format_t::msgpack, subtype) &&
-                       get_binary(input_format_t::msgpack, 8, result) &&
-                       assign_and_return_true(subtype);
-            }
-
-            case 0xD8: // fixext 16
-            {
-                std::int8_t subtype{};
-                return get_number(input_format_t::msgpack, subtype) &&
-                       get_binary(input_format_t::msgpack, 16, result) &&
-                       assign_and_return_true(subtype);
-            }
-
-            default:           // LCOV_EXCL_LINE
-                return false;  // LCOV_EXCL_LINE
-        }
-    }
-
-    /*!
-    @param[in] len  the length of the array
-    @return whether array creation completed
-    */
-    bool get_msgpack_array(const std::size_t len)
-    {
-        if (JSON_HEDLEY_UNLIKELY(!sax->start_array(len)))
-        {
-            return false;
-        }
-
-        for (std::size_t i = 0; i < len; ++i)
-        {
-            if (JSON_HEDLEY_UNLIKELY(!parse_msgpack_internal()))
-            {
-                return false;
-            }
-        }
-
-        return sax->end_array();
-    }
-
-    /*!
-    @param[in] len  the length of the object
-    @return whether object creation completed
-    */
-    bool get_msgpack_object(const std::size_t len)
-    {
-        if (JSON_HEDLEY_UNLIKELY(!sax->start_object(len)))
-        {
-            return false;
-        }
-
-        string_t key;
-        for (std::size_t i = 0; i < len; ++i)
-        {
-            get();
-            if (JSON_HEDLEY_UNLIKELY(!get_msgpack_string(key) || !sax->key(key)))
-            {
-                return false;
-            }
-
-            if (JSON_HEDLEY_UNLIKELY(!parse_msgpack_internal()))
-            {
-                return false;
-            }
-            key.clear();
-        }
-
-        return sax->end_object();
-    }
-
-    ////////////
-    // UBJSON //
-    ////////////
-
-    /*!
-    @param[in] get_char  whether a new character should be retrieved from the
-                         input (true, default) or whether the last read
-                         character should be considered instead
-
-    @return whether a valid UBJSON value was passed to the SAX parser
-    */
-    bool parse_ubjson_internal(const bool get_char = true)
-    {
-        return get_ubjson_value(get_char ? get_ignore_noop() : current);
-    }
-
-    /*!
-    @brief reads a UBJSON string
-
-    This function is either called after reading the 'S' byte explicitly
-    indicating a string, or in case of an object key where the 'S' byte can be
-    left out.
-
-    @param[out] result   created string
-    @param[in] get_char  whether a new character should be retrieved from the
-                         input (true, default) or whether the last read
-                         character should be considered instead
-
-    @return whether string creation completed
-    */
-    bool get_ubjson_string(string_t& result, const bool get_char = true)
-    {
-        if (get_char)
-        {
-            get();  // TODO(niels): may we ignore N here?
-        }
-
-        if (JSON_HEDLEY_UNLIKELY(!unexpect_eof(input_format, "value")))
-        {
-            return false;
-        }
-
-        switch (current)
-        {
-            case 'U':
-            {
-                std::uint8_t len{};
-                return get_number(input_format, len) && get_string(input_format, len, result);
-            }
-
-            case 'i':
-            {
-                std::int8_t len{};
-                return get_number(input_format, len) && get_string(input_format, len, result);
-            }
-
-            case 'I':
-            {
-                std::int16_t len{};
-                return get_number(input_format, len) && get_string(input_format, len, result);
-            }
-
-            case 'l':
-            {
-                std::int32_t len{};
-                return get_number(input_format, len) && get_string(input_format, len, result);
-            }
-
-            case 'L':
-            {
-                std::int64_t len{};
-                return get_number(input_format, len) && get_string(input_format, len, result);
-            }
-
-            case 'u':
-            {
-                if (input_format != input_format_t::bjdata)
-                {
-                    break;
-                }
-                std::uint16_t len{};
-                return get_number(input_format, len) && get_string(input_format, len, result);
-            }
-
-            case 'm':
-            {
-                if (input_format != input_format_t::bjdata)
-                {
-                    break;
-                }
-                std::uint32_t len{};
-                return get_number(input_format, len) && get_string(input_format, len, result);
-            }
-
-            case 'M':
-            {
-                if (input_format != input_format_t::bjdata)
-                {
-                    break;
-                }
-                std::uint64_t len{};
-                return get_number(input_format, len) && get_string(input_format, len, result);
-            }
-
-            default:
-                break;
-        }
-        auto last_token = get_token_string();
-        std::string message;
-
-        if (input_format != input_format_t::bjdata)
-        {
-            message = "expected length type specification (U, i, I, l, L); last byte: 0x" + last_token;
-        }
-        else
-        {
-            message = "expected length type specification (U, i, u, I, m, l, M, L); last byte: 0x" + last_token;
-        }
-        return sax->parse_error(chars_read, last_token, parse_error::create(113, chars_read, exception_message(input_format, message, "string"), nullptr));
-    }
-
-    /*!
-    @param[out] dim  an integer vector storing the ND array dimensions
-    @return whether reading ND array size vector is successful
-    */
-    bool get_ubjson_ndarray_size(std::vector<size_t>& dim)
-    {
-        std::pair<std::size_t, char_int_type> size_and_type;
-        size_t dimlen = 0;
-        bool no_ndarray = true;
-
-        if (JSON_HEDLEY_UNLIKELY(!get_ubjson_size_type(size_and_type, no_ndarray)))
-        {
-            return false;
-        }
-
-        if (size_and_type.first != npos)
-        {
-            if (size_and_type.second != 0)
-            {
-                if (size_and_type.second != 'N')
-                {
-                    for (std::size_t i = 0; i < size_and_type.first; ++i)
-                    {
-                        if (JSON_HEDLEY_UNLIKELY(!get_ubjson_size_value(dimlen, no_ndarray, size_and_type.second)))
-                        {
-                            return false;
-                        }
-                        dim.push_back(dimlen);
-                    }
-                }
-            }
-            else
-            {
-                for (std::size_t i = 0; i < size_and_type.first; ++i)
-                {
-                    if (JSON_HEDLEY_UNLIKELY(!get_ubjson_size_value(dimlen, no_ndarray)))
-                    {
-                        return false;
-                    }
-                    dim.push_back(dimlen);
-                }
-            }
-        }
-        else
-        {
-            while (current != ']')
-            {
-                if (JSON_HEDLEY_UNLIKELY(!get_ubjson_size_value(dimlen, no_ndarray, current)))
-                {
-                    return false;
-                }
-                dim.push_back(dimlen);
-                get_ignore_noop();
-            }
-        }
-        return true;
-    }
-
-    /*!
-    @param[out] result  determined size
-    @param[in,out] is_ndarray  for input, `true` means already inside an ndarray vector
-                               or ndarray dimension is not allowed; `false` means ndarray
-                               is allowed; for output, `true` means an ndarray is found;
-                               is_ndarray can only return `true` when its initial value
-                               is `false`
-    @param[in] prefix  type marker if already read, otherwise set to 0
-
-    @return whether size determination completed
-    */
-    bool get_ubjson_size_value(std::size_t& result, bool& is_ndarray, char_int_type prefix = 0)
-    {
-        if (prefix == 0)
-        {
-            prefix = get_ignore_noop();
-        }
-
-        switch (prefix)
-        {
-            case 'U':
-            {
-                std::uint8_t number{};
-                if (JSON_HEDLEY_UNLIKELY(!get_number(input_format, number)))
-                {
-                    return false;
-                }
-                result = static_cast<std::size_t>(number);
-                return true;
-            }
-
-            case 'i':
-            {
-                std::int8_t number{};
-                if (JSON_HEDLEY_UNLIKELY(!get_number(input_format, number)))
-                {
-                    return false;
-                }
-                if (number < 0)
-                {
-                    return sax->parse_error(chars_read, get_token_string(), parse_error::create(113, chars_read,
-                                            exception_message(input_format, "count in an optimized container must be positive", "size"), nullptr));
-                }
-                result = static_cast<std::size_t>(number); // NOLINT(bugprone-signed-char-misuse,cert-str34-c): number is not a char
-                return true;
-            }
-
-            case 'I':
-            {
-                std::int16_t number{};
-                if (JSON_HEDLEY_UNLIKELY(!get_number(input_format, number)))
-                {
-                    return false;
-                }
-                if (number < 0)
-                {
-                    return sax->parse_error(chars_read, get_token_string(), parse_error::create(113, chars_read,
-                                            exception_message(input_format, "count in an optimized container must be positive", "size"), nullptr));
-                }
-                result = static_cast<std::size_t>(number);
-                return true;
-            }
-
-            case 'l':
-            {
-                std::int32_t number{};
-                if (JSON_HEDLEY_UNLIKELY(!get_number(input_format, number)))
-                {
-                    return false;
-                }
-                if (number < 0)
-                {
-                    return sax->parse_error(chars_read, get_token_string(), parse_error::create(113, chars_read,
-                                            exception_message(input_format, "count in an optimized container must be positive", "size"), nullptr));
-                }
-                result = static_cast<std::size_t>(number);
-                return true;
-            }
-
-            case 'L':
-            {
-                std::int64_t number{};
-                if (JSON_HEDLEY_UNLIKELY(!get_number(input_format, number)))
-                {
-                    return false;
-                }
-                if (number < 0)
-                {
-                    return sax->parse_error(chars_read, get_token_string(), parse_error::create(113, chars_read,
-                                            exception_message(input_format, "count in an optimized container must be positive", "size"), nullptr));
-                }
-                if (!value_in_range_of<std::size_t>(number))
-                {
-                    return sax->parse_error(chars_read, get_token_string(), out_of_range::create(408,
-                                            exception_message(input_format, "integer value overflow", "size"), nullptr));
-                }
-                result = static_cast<std::size_t>(number);
-                return true;
-            }
-
-            case 'u':
-            {
-                if (input_format != input_format_t::bjdata)
-                {
-                    break;
-                }
-                std::uint16_t number{};
-                if (JSON_HEDLEY_UNLIKELY(!get_number(input_format, number)))
-                {
-                    return false;
-                }
-                result = static_cast<std::size_t>(number);
-                return true;
-            }
-
-            case 'm':
-            {
-                if (input_format != input_format_t::bjdata)
-                {
-                    break;
-                }
-                std::uint32_t number{};
-                if (JSON_HEDLEY_UNLIKELY(!get_number(input_format, number)))
-                {
-                    return false;
-                }
-                result = conditional_static_cast<std::size_t>(number);
-                return true;
-            }
-
-            case 'M':
-            {
-                if (input_format != input_format_t::bjdata)
-                {
-                    break;
-                }
-                std::uint64_t number{};
-                if (JSON_HEDLEY_UNLIKELY(!get_number(input_format, number)))
-                {
-                    return false;
-                }
-                if (!value_in_range_of<std::size_t>(number))
-                {
-                    return sax->parse_error(chars_read, get_token_string(), out_of_range::create(408,
-                                            exception_message(input_format, "integer value overflow", "size"), nullptr));
-                }
-                result = detail::conditional_static_cast<std::size_t>(number);
-                return true;
-            }
-
-            case '[':
-            {
-                if (input_format != input_format_t::bjdata)
-                {
-                    break;
-                }
-                if (is_ndarray) // ndarray dimensional vector can only contain integers, and can not embed another array
-                {
-                    return sax->parse_error(chars_read, get_token_string(), parse_error::create(113, chars_read, exception_message(input_format, "ndarray dimentional vector is not allowed", "size"), nullptr));
-                }
-                std::vector<size_t> dim;
-                if (JSON_HEDLEY_UNLIKELY(!get_ubjson_ndarray_size(dim)))
-                {
-                    return false;
-                }
-                if (dim.size() == 1 || (dim.size() == 2 && dim.at(0) == 1)) // return normal array size if 1D row vector
-                {
-                    result = dim.at(dim.size() - 1);
-                    return true;
-                }
-                if (!dim.empty())  // if ndarray, convert to an object in JData annotated array format
-                {
-                    for (auto i : dim) // test if any dimension in an ndarray is 0, if so, return a 1D empty container
-                    {
-                        if ( i == 0 )
-                        {
-                            result = 0;
-                            return true;
-                        }
-                    }
-
-                    string_t key = "_ArraySize_";
-                    if (JSON_HEDLEY_UNLIKELY(!sax->start_object(3) || !sax->key(key) || !sax->start_array(dim.size())))
-                    {
-                        return false;
-                    }
-                    result = 1;
-                    for (auto i : dim)
-                    {
-                        result *= i;
-                        if (result == 0 || result == npos) // because dim elements shall not have zeros, result = 0 means overflow happened; it also can't be npos as it is used to initialize size in get_ubjson_size_type()
-                        {
-                            return sax->parse_error(chars_read, get_token_string(), out_of_range::create(408, exception_message(input_format, "excessive ndarray size caused overflow", "size"), nullptr));
-                        }
-                        if (JSON_HEDLEY_UNLIKELY(!sax->number_unsigned(static_cast<number_unsigned_t>(i))))
-                        {
-                            return false;
-                        }
-                    }
-                    is_ndarray = true;
-                    return sax->end_array();
-                }
-                result = 0;
-                return true;
-            }
-
-            default:
-                break;
-        }
-        auto last_token = get_token_string();
-        std::string message;
-
-        if (input_format != input_format_t::bjdata)
-        {
-            message = "expected length type specification (U, i, I, l, L) after '#'; last byte: 0x" + last_token;
-        }
-        else
-        {
-            message = "expected length type specification (U, i, u, I, m, l, M, L) after '#'; last byte: 0x" + last_token;
-        }
-        return sax->parse_error(chars_read, last_token, parse_error::create(113, chars_read, exception_message(input_format, message, "size"), nullptr));
-    }
-
-    /*!
-    @brief determine the type and size for a container
-
-    In the optimized UBJSON format, a type and a size can be provided to allow
-    for a more compact representation.
-
-    @param[out] result  pair of the size and the type
-    @param[in] inside_ndarray  whether the parser is parsing an ND array dimensional vector
-
-    @return whether pair creation completed
-    */
-    bool get_ubjson_size_type(std::pair<std::size_t, char_int_type>& result, bool inside_ndarray = false)
-    {
-        result.first = npos; // size
-        result.second = 0; // type
-        bool is_ndarray = false;
-
-        get_ignore_noop();
-
-        if (current == '$')
-        {
-            result.second = get();  // must not ignore 'N', because 'N' maybe the type
-            if (input_format == input_format_t::bjdata
-                    && JSON_HEDLEY_UNLIKELY(std::binary_search(bjd_optimized_type_markers.begin(), bjd_optimized_type_markers.end(), result.second)))
-            {
-                auto last_token = get_token_string();
-                return sax->parse_error(chars_read, last_token, parse_error::create(112, chars_read,
-                                        exception_message(input_format, concat("marker 0x", last_token, " is not a permitted optimized array type"), "type"), nullptr));
-            }
-
-            if (JSON_HEDLEY_UNLIKELY(!unexpect_eof(input_format, "type")))
-            {
-                return false;
-            }
-
-            get_ignore_noop();
-            if (JSON_HEDLEY_UNLIKELY(current != '#'))
-            {
-                if (JSON_HEDLEY_UNLIKELY(!unexpect_eof(input_format, "value")))
-                {
-                    return false;
-                }
-                auto last_token = get_token_string();
-                return sax->parse_error(chars_read, last_token, parse_error::create(112, chars_read,
-                                        exception_message(input_format, concat("expected '#' after type information; last byte: 0x", last_token), "size"), nullptr));
-            }
-
-            bool is_error = get_ubjson_size_value(result.first, is_ndarray);
-            if (input_format == input_format_t::bjdata && is_ndarray)
-            {
-                if (inside_ndarray)
-                {
-                    return sax->parse_error(chars_read, get_token_string(), parse_error::create(112, chars_read,
-                                            exception_message(input_format, "ndarray can not be recursive", "size"), nullptr));
-                }
-                result.second |= (1 << 8); // use bit 8 to indicate ndarray, all UBJSON and BJData markers should be ASCII letters
-            }
-            return is_error;
-        }
-
-        if (current == '#')
-        {
-            bool is_error = get_ubjson_size_value(result.first, is_ndarray);
-            if (input_format == input_format_t::bjdata && is_ndarray)
-            {
-                return sax->parse_error(chars_read, get_token_string(), parse_error::create(112, chars_read,
-                                        exception_message(input_format, "ndarray requires both type and size", "size"), nullptr));
-            }
-            return is_error;
-        }
-
-        return true;
-    }
-
-    /*!
-    @param prefix  the previously read or set type prefix
-    @return whether value creation completed
-    */
-    bool get_ubjson_value(const char_int_type prefix)
-    {
-        switch (prefix)
-        {
-            case std::char_traits<char_type>::eof():  // EOF
-                return unexpect_eof(input_format, "value");
-
-            case 'T':  // true
-                return sax->boolean(true);
-            case 'F':  // false
-                return sax->boolean(false);
-
-            case 'Z':  // null
-                return sax->null();
-
-            case 'U':
-            {
-                std::uint8_t number{};
-                return get_number(input_format, number) && sax->number_unsigned(number);
-            }
-
-            case 'i':
-            {
-                std::int8_t number{};
-                return get_number(input_format, number) && sax->number_integer(number);
-            }
-
-            case 'I':
-            {
-                std::int16_t number{};
-                return get_number(input_format, number) && sax->number_integer(number);
-            }
-
-            case 'l':
-            {
-                std::int32_t number{};
-                return get_number(input_format, number) && sax->number_integer(number);
-            }
-
-            case 'L':
-            {
-                std::int64_t number{};
-                return get_number(input_format, number) && sax->number_integer(number);
-            }
-
-            case 'u':
-            {
-                if (input_format != input_format_t::bjdata)
-                {
-                    break;
-                }
-                std::uint16_t number{};
-                return get_number(input_format, number) && sax->number_unsigned(number);
-            }
-
-            case 'm':
-            {
-                if (input_format != input_format_t::bjdata)
-                {
-                    break;
-                }
-                std::uint32_t number{};
-                return get_number(input_format, number) && sax->number_unsigned(number);
-            }
-
-            case 'M':
-            {
-                if (input_format != input_format_t::bjdata)
-                {
-                    break;
-                }
-                std::uint64_t number{};
-                return get_number(input_format, number) && sax->number_unsigned(number);
-            }
-
-            case 'h':
-            {
-                if (input_format != input_format_t::bjdata)
-                {
-                    break;
-                }
-                const auto byte1_raw = get();
-                if (JSON_HEDLEY_UNLIKELY(!unexpect_eof(input_format, "number")))
-                {
-                    return false;
-                }
-                const auto byte2_raw = get();
-                if (JSON_HEDLEY_UNLIKELY(!unexpect_eof(input_format, "number")))
-                {
-                    return false;
-                }
-
-                const auto byte1 = static_cast<unsigned char>(byte1_raw);
-                const auto byte2 = static_cast<unsigned char>(byte2_raw);
-
-                // code from RFC 7049, Appendix D, Figure 3:
-                // As half-precision floating-point numbers were only added
-                // to IEEE 754 in 2008, today's programming platforms often
-                // still only have limited support for them. It is very
-                // easy to include at least decoding support for them even
-                // without such support. An example of a small decoder for
-                // half-precision floating-point numbers in the C language
-                // is shown in Fig. 3.
-                const auto half = static_cast<unsigned int>((byte2 << 8u) + byte1);
-                const double val = [&half]
-                {
-                    const int exp = (half >> 10u) & 0x1Fu;
-                    const unsigned int mant = half & 0x3FFu;
-                    JSON_ASSERT(0 <= exp&& exp <= 32);
-                    JSON_ASSERT(mant <= 1024);
-                    switch (exp)
-                    {
-                        case 0:
-                            return std::ldexp(mant, -24);
-                        case 31:
-                            return (mant == 0)
-                            ? std::numeric_limits<double>::infinity()
-                            : std::numeric_limits<double>::quiet_NaN();
-                        default:
-                            return std::ldexp(mant + 1024, exp - 25);
-                    }
-                }();
-                return sax->number_float((half & 0x8000u) != 0
-                                         ? static_cast<number_float_t>(-val)
-                                         : static_cast<number_float_t>(val), "");
-            }
-
-            case 'd':
-            {
-                float number{};
-                return get_number(input_format, number) && sax->number_float(static_cast<number_float_t>(number), "");
-            }
-
-            case 'D':
-            {
-                double number{};
-                return get_number(input_format, number) && sax->number_float(static_cast<number_float_t>(number), "");
-            }
-
-            case 'H':
-            {
-                return get_ubjson_high_precision_number();
-            }
-
-            case 'C':  // char
-            {
-                get();
-                if (JSON_HEDLEY_UNLIKELY(!unexpect_eof(input_format, "char")))
-                {
-                    return false;
-                }
-                if (JSON_HEDLEY_UNLIKELY(current > 127))
-                {
-                    auto last_token = get_token_string();
-                    return sax->parse_error(chars_read, last_token, parse_error::create(113, chars_read,
-                                            exception_message(input_format, concat("byte after 'C' must be in range 0x00..0x7F; last byte: 0x", last_token), "char"), nullptr));
-                }
-                string_t s(1, static_cast<typename string_t::value_type>(current));
-                return sax->string(s);
-            }
-
-            case 'S':  // string
-            {
-                string_t s;
-                return get_ubjson_string(s) && sax->string(s);
-            }
-
-            case '[':  // array
-                return get_ubjson_array();
-
-            case '{':  // object
-                return get_ubjson_object();
-
-            default: // anything else
-                break;
-        }
-        auto last_token = get_token_string();
-        return sax->parse_error(chars_read, last_token, parse_error::create(112, chars_read, exception_message(input_format, "invalid byte: 0x" + last_token, "value"), nullptr));
-    }
-
-    /*!
-    @return whether array creation completed
-    */
-    bool get_ubjson_array()
-    {
-        std::pair<std::size_t, char_int_type> size_and_type;
-        if (JSON_HEDLEY_UNLIKELY(!get_ubjson_size_type(size_and_type)))
-        {
-            return false;
-        }
-
-        // if bit-8 of size_and_type.second is set to 1, encode bjdata ndarray as an object in JData annotated array format (https://github.com/NeuroJSON/jdata):
-        // {"_ArrayType_" : "typeid", "_ArraySize_" : [n1, n2, ...], "_ArrayData_" : [v1, v2, ...]}
-
-        if (input_format == input_format_t::bjdata && size_and_type.first != npos && (size_and_type.second & (1 << 8)) != 0)
-        {
-            size_and_type.second &= ~(static_cast<char_int_type>(1) << 8);  // use bit 8 to indicate ndarray, here we remove the bit to restore the type marker
-            auto it = std::lower_bound(bjd_types_map.begin(), bjd_types_map.end(), size_and_type.second, [](const bjd_type & p, char_int_type t)
-            {
-                return p.first < t;
-            });
-            string_t key = "_ArrayType_";
-            if (JSON_HEDLEY_UNLIKELY(it == bjd_types_map.end() || it->first != size_and_type.second))
-            {
-                auto last_token = get_token_string();
-                return sax->parse_error(chars_read, last_token, parse_error::create(112, chars_read,
-                                        exception_message(input_format, "invalid byte: 0x" + last_token, "type"), nullptr));
-            }
-
-            string_t type = it->second; // sax->string() takes a reference
-            if (JSON_HEDLEY_UNLIKELY(!sax->key(key) || !sax->string(type)))
-            {
-                return false;
-            }
-
-            if (size_and_type.second == 'C')
-            {
-                size_and_type.second = 'U';
-            }
-
-            key = "_ArrayData_";
-            if (JSON_HEDLEY_UNLIKELY(!sax->key(key) || !sax->start_array(size_and_type.first) ))
-            {
-                return false;
-            }
-
-            for (std::size_t i = 0; i < size_and_type.first; ++i)
-            {
-                if (JSON_HEDLEY_UNLIKELY(!get_ubjson_value(size_and_type.second)))
-                {
-                    return false;
-                }
-            }
-
-            return (sax->end_array() && sax->end_object());
-        }
-
-        if (size_and_type.first != npos)
-        {
-            if (JSON_HEDLEY_UNLIKELY(!sax->start_array(size_and_type.first)))
-            {
-                return false;
-            }
-
-            if (size_and_type.second != 0)
-            {
-                if (size_and_type.second != 'N')
-                {
-                    for (std::size_t i = 0; i < size_and_type.first; ++i)
-                    {
-                        if (JSON_HEDLEY_UNLIKELY(!get_ubjson_value(size_and_type.second)))
-                        {
-                            return false;
-                        }
-                    }
-                }
-            }
-            else
-            {
-                for (std::size_t i = 0; i < size_and_type.first; ++i)
-                {
-                    if (JSON_HEDLEY_UNLIKELY(!parse_ubjson_internal()))
-                    {
-                        return false;
-                    }
-                }
-            }
-        }
-        else
-        {
-            if (JSON_HEDLEY_UNLIKELY(!sax->start_array(static_cast<std::size_t>(-1))))
-            {
-                return false;
-            }
-
-            while (current != ']')
-            {
-                if (JSON_HEDLEY_UNLIKELY(!parse_ubjson_internal(false)))
-                {
-                    return false;
-                }
-                get_ignore_noop();
-            }
-        }
-
-        return sax->end_array();
-    }
-
-    /*!
-    @return whether object creation completed
-    */
-    bool get_ubjson_object()
-    {
-        std::pair<std::size_t, char_int_type> size_and_type;
-        if (JSON_HEDLEY_UNLIKELY(!get_ubjson_size_type(size_and_type)))
-        {
-            return false;
-        }
-
-        // do not accept ND-array size in objects in BJData
-        if (input_format == input_format_t::bjdata && size_and_type.first != npos && (size_and_type.second & (1 << 8)) != 0)
-        {
-            auto last_token = get_token_string();
-            return sax->parse_error(chars_read, last_token, parse_error::create(112, chars_read,
-                                    exception_message(input_format, "BJData object does not support ND-array size in optimized format", "object"), nullptr));
-        }
-
-        string_t key;
-        if (size_and_type.first != npos)
-        {
-            if (JSON_HEDLEY_UNLIKELY(!sax->start_object(size_and_type.first)))
-            {
-                return false;
-            }
-
-            if (size_and_type.second != 0)
-            {
-                for (std::size_t i = 0; i < size_and_type.first; ++i)
-                {
-                    if (JSON_HEDLEY_UNLIKELY(!get_ubjson_string(key) || !sax->key(key)))
-                    {
-                        return false;
-                    }
-                    if (JSON_HEDLEY_UNLIKELY(!get_ubjson_value(size_and_type.second)))
-                    {
-                        return false;
-                    }
-                    key.clear();
-                }
-            }
-            else
-            {
-                for (std::size_t i = 0; i < size_and_type.first; ++i)
-                {
-                    if (JSON_HEDLEY_UNLIKELY(!get_ubjson_string(key) || !sax->key(key)))
-                    {
-                        return false;
-                    }
-                    if (JSON_HEDLEY_UNLIKELY(!parse_ubjson_internal()))
-                    {
-                        return false;
-                    }
-                    key.clear();
-                }
-            }
-        }
-        else
-        {
-            if (JSON_HEDLEY_UNLIKELY(!sax->start_object(static_cast<std::size_t>(-1))))
-            {
-                return false;
-            }
-
-            while (current != '}')
-            {
-                if (JSON_HEDLEY_UNLIKELY(!get_ubjson_string(key, false) || !sax->key(key)))
-                {
-                    return false;
-                }
-                if (JSON_HEDLEY_UNLIKELY(!parse_ubjson_internal()))
-                {
-                    return false;
-                }
-                get_ignore_noop();
-                key.clear();
-            }
-        }
-
-        return sax->end_object();
-    }
-
-    // Note, no reader for UBJSON binary types is implemented because they do
-    // not exist
-
-    bool get_ubjson_high_precision_number()
-    {
-        // get size of following number string
-        std::size_t size{};
-        bool no_ndarray = true;
-        auto res = get_ubjson_size_value(size, no_ndarray);
-        if (JSON_HEDLEY_UNLIKELY(!res))
-        {
-            return res;
-        }
-
-        // get number string
-        std::vector<char> number_vector;
-        for (std::size_t i = 0; i < size; ++i)
-        {
-            get();
-            if (JSON_HEDLEY_UNLIKELY(!unexpect_eof(input_format, "number")))
-            {
-                return false;
-            }
-            number_vector.push_back(static_cast<char>(current));
-        }
-
-        // parse number string
-        using ia_type = decltype(detail::input_adapter(number_vector));
-        auto number_lexer = detail::lexer<BasicJsonType, ia_type>(detail::input_adapter(number_vector), false);
-        const auto result_number = number_lexer.scan();
-        const auto number_string = number_lexer.get_token_string();
-        const auto result_remainder = number_lexer.scan();
-
-        using token_type = typename detail::lexer_base<BasicJsonType>::token_type;
-
-        if (JSON_HEDLEY_UNLIKELY(result_remainder != token_type::end_of_input))
-        {
-            return sax->parse_error(chars_read, number_string, parse_error::create(115, chars_read,
-                                    exception_message(input_format, concat("invalid number text: ", number_lexer.get_token_string()), "high-precision number"), nullptr));
-        }
-
-        switch (result_number)
-        {
-            case token_type::value_integer:
-                return sax->number_integer(number_lexer.get_number_integer());
-            case token_type::value_unsigned:
-                return sax->number_unsigned(number_lexer.get_number_unsigned());
-            case token_type::value_float:
-                return sax->number_float(number_lexer.get_number_float(), std::move(number_string));
-            case token_type::uninitialized:
-            case token_type::literal_true:
-            case token_type::literal_false:
-            case token_type::literal_null:
-            case token_type::value_string:
-            case token_type::begin_array:
-            case token_type::begin_object:
-            case token_type::end_array:
-            case token_type::end_object:
-            case token_type::name_separator:
-            case token_type::value_separator:
-            case token_type::parse_error:
-            case token_type::end_of_input:
-            case token_type::literal_or_value:
-            default:
-                return sax->parse_error(chars_read, number_string, parse_error::create(115, chars_read,
-                                        exception_message(input_format, concat("invalid number text: ", number_lexer.get_token_string()), "high-precision number"), nullptr));
-        }
-    }
-
-    ///////////////////////
-    // Utility functions //
-    ///////////////////////
-
-    /*!
-    @brief get next character from the input
-
-    This function provides the interface to the used input adapter. It does
-    not throw in case the input reached EOF, but returns a -'ve valued
-    `std::char_traits<char_type>::eof()` in that case.
-
-    @return character read from the input
-    */
-    char_int_type get()
-    {
-        ++chars_read;
-        return current = ia.get_character();
-    }
-
-    /*!
-    @return character read from the input after ignoring all 'N' entries
-    */
-    char_int_type get_ignore_noop()
-    {
-        do
-        {
-            get();
-        }
-        while (current == 'N');
-
-        return current;
-    }
-
-    /*
-    @brief read a number from the input
-
-    @tparam NumberType the type of the number
-    @param[in] format   the current format (for diagnostics)
-    @param[out] result  number of type @a NumberType
-
-    @return whether conversion completed
-
-    @note This function needs to respect the system's endianness, because
-          bytes in CBOR, MessagePack, and UBJSON are stored in network order
-          (big endian) and therefore need reordering on little endian systems.
-          On the other hand, BSON and BJData use little endian and should reorder
-          on big endian systems.
-    */
-    template<typename NumberType, bool InputIsLittleEndian = false>
-    bool get_number(const input_format_t format, NumberType& result)
-    {
-        // step 1: read input into array with system's byte order
-        std::array<std::uint8_t, sizeof(NumberType)> vec{};
-        for (std::size_t i = 0; i < sizeof(NumberType); ++i)
-        {
-            get();
-            if (JSON_HEDLEY_UNLIKELY(!unexpect_eof(format, "number")))
-            {
-                return false;
-            }
-
-            // reverse byte order prior to conversion if necessary
-            if (is_little_endian != (InputIsLittleEndian || format == input_format_t::bjdata))
-            {
-                vec[sizeof(NumberType) - i - 1] = static_cast<std::uint8_t>(current);
-            }
-            else
-            {
-                vec[i] = static_cast<std::uint8_t>(current); // LCOV_EXCL_LINE
-            }
-        }
-
-        // step 2: convert array into number of type T and return
-        std::memcpy(&result, vec.data(), sizeof(NumberType));
-        return true;
-    }
-
-    /*!
-    @brief create a string by reading characters from the input
-
-    @tparam NumberType the type of the number
-    @param[in] format the current format (for diagnostics)
-    @param[in] len number of characters to read
-    @param[out] result string created by reading @a len bytes
-
-    @return whether string creation completed
-
-    @note We can not reserve @a len bytes for the result, because @a len
-          may be too large. Usually, @ref unexpect_eof() detects the end of
-          the input before we run out of string memory.
-    */
-    template<typename NumberType>
-    bool get_string(const input_format_t format,
-                    const NumberType len,
-                    string_t& result)
-    {
-        bool success = true;
-        for (NumberType i = 0; i < len; i++)
-        {
-            get();
-            if (JSON_HEDLEY_UNLIKELY(!unexpect_eof(format, "string")))
-            {
-                success = false;
-                break;
-            }
-            result.push_back(static_cast<typename string_t::value_type>(current));
-        }
-        return success;
-    }
-
-    /*!
-    @brief create a byte array by reading bytes from the input
-
-    @tparam NumberType the type of the number
-    @param[in] format the current format (for diagnostics)
-    @param[in] len number of bytes to read
-    @param[out] result byte array created by reading @a len bytes
-
-    @return whether byte array creation completed
-
-    @note We can not reserve @a len bytes for the result, because @a len
-          may be too large. Usually, @ref unexpect_eof() detects the end of
-          the input before we run out of memory.
-    */
-    template<typename NumberType>
-    bool get_binary(const input_format_t format,
-                    const NumberType len,
-                    binary_t& result)
-    {
-        bool success = true;
-        for (NumberType i = 0; i < len; i++)
-        {
-            get();
-            if (JSON_HEDLEY_UNLIKELY(!unexpect_eof(format, "binary")))
-            {
-                success = false;
-                break;
-            }
-            result.push_back(static_cast<std::uint8_t>(current));
-        }
-        return success;
-    }
-
-    /*!
-    @param[in] format   the current format (for diagnostics)
-    @param[in] context  further context information (for diagnostics)
-    @return whether the last read character is not EOF
-    */
-    JSON_HEDLEY_NON_NULL(3)
-    bool unexpect_eof(const input_format_t format, const char* context) const
-    {
-        if (JSON_HEDLEY_UNLIKELY(current == std::char_traits<char_type>::eof()))
-        {
-            return sax->parse_error(chars_read, "<end of file>",
-                                    parse_error::create(110, chars_read, exception_message(format, "unexpected end of input", context), nullptr));
-        }
-        return true;
-    }
-
-    /*!
-    @return a string representation of the last read byte
-    */
-    std::string get_token_string() const
-    {
-        std::array<char, 3> cr{{}};
-        static_cast<void>((std::snprintf)(cr.data(), cr.size(), "%.2hhX", static_cast<unsigned char>(current))); // NOLINT(cppcoreguidelines-pro-type-vararg,hicpp-vararg)
-        return std::string{cr.data()};
-    }
-
-    /*!
-    @param[in] format   the current format
-    @param[in] detail   a detailed error message
-    @param[in] context  further context information
-    @return a message string to use in the parse_error exceptions
-    */
-    std::string exception_message(const input_format_t format,
-                                  const std::string& detail,
-                                  const std::string& context) const
-    {
-        std::string error_msg = "syntax error while parsing ";
-
-        switch (format)
-        {
-            case input_format_t::cbor:
-                error_msg += "CBOR";
-                break;
-
-            case input_format_t::msgpack:
-                error_msg += "MessagePack";
-                break;
-
-            case input_format_t::ubjson:
-                error_msg += "UBJSON";
-                break;
-
-            case input_format_t::bson:
-                error_msg += "BSON";
-                break;
-
-            case input_format_t::bjdata:
-                error_msg += "BJData";
-                break;
-
-            case input_format_t::json: // LCOV_EXCL_LINE
-            default:            // LCOV_EXCL_LINE
-                JSON_ASSERT(false); // NOLINT(cert-dcl03-c,hicpp-static-assert,misc-static-assert) LCOV_EXCL_LINE
-        }
-
-        return concat(error_msg, ' ', context, ": ", detail);
-    }
-
-  private:
-    static JSON_INLINE_VARIABLE constexpr std::size_t npos = static_cast<std::size_t>(-1);
-
-    /// input adapter
-    InputAdapterType ia;
-
-    /// the current character
-    char_int_type current = std::char_traits<char_type>::eof();
-
-    /// the number of characters read
-    std::size_t chars_read = 0;
-
-    /// whether we can assume little endianness
-    const bool is_little_endian = little_endianness();
-
-    /// input format
-    const input_format_t input_format = input_format_t::json;
-
-    /// the SAX parser
-    json_sax_t* sax = nullptr;
-
-    // excluded markers in bjdata optimized type
-#define JSON_BINARY_READER_MAKE_BJD_OPTIMIZED_TYPE_MARKERS_ \
-    make_array<char_int_type>('F', 'H', 'N', 'S', 'T', 'Z', '[', '{')
-
-#define JSON_BINARY_READER_MAKE_BJD_TYPES_MAP_ \
-    make_array<bjd_type>(                      \
-    bjd_type{'C', "char"},                     \
-    bjd_type{'D', "double"},                   \
-    bjd_type{'I', "int16"},                    \
-    bjd_type{'L', "int64"},                    \
-    bjd_type{'M', "uint64"},                   \
-    bjd_type{'U', "uint8"},                    \
-    bjd_type{'d', "single"},                   \
-    bjd_type{'i', "int8"},                     \
-    bjd_type{'l', "int32"},                    \
-    bjd_type{'m', "uint32"},                   \
-    bjd_type{'u', "uint16"})
-
-  JSON_PRIVATE_UNLESS_TESTED:
-    // lookup tables
-    // NOLINTNEXTLINE(cppcoreguidelines-non-private-member-variables-in-classes)
-    const decltype(JSON_BINARY_READER_MAKE_BJD_OPTIMIZED_TYPE_MARKERS_) bjd_optimized_type_markers =
-        JSON_BINARY_READER_MAKE_BJD_OPTIMIZED_TYPE_MARKERS_;
-
-    using bjd_type = std::pair<char_int_type, string_t>;
-    // NOLINTNEXTLINE(cppcoreguidelines-non-private-member-variables-in-classes)
-    const decltype(JSON_BINARY_READER_MAKE_BJD_TYPES_MAP_) bjd_types_map =
-        JSON_BINARY_READER_MAKE_BJD_TYPES_MAP_;
-
-#undef JSON_BINARY_READER_MAKE_BJD_OPTIMIZED_TYPE_MARKERS_
-#undef JSON_BINARY_READER_MAKE_BJD_TYPES_MAP_
-};
-
-#ifndef JSON_HAS_CPP_17
-    template<typename BasicJsonType, typename InputAdapterType, typename SAX>
-    constexpr std::size_t binary_reader<BasicJsonType, InputAdapterType, SAX>::npos;
-#endif
-
-}  // namespace detail
-NLOHMANN_JSON_NAMESPACE_END
-
-// #include <nlohmann/detail/input/input_adapters.hpp>
-
-// #include <nlohmann/detail/input/lexer.hpp>
-
-// #include <nlohmann/detail/input/parser.hpp>
-//     __ _____ _____ _____
-//  __|  |   __|     |   | |  JSON for Modern C++
-// |  |  |__   |  |  | | | |  version 3.11.2
-// |_____|_____|_____|_|___|  https://github.com/nlohmann/json
-//
-// SPDX-FileCopyrightText: 2013-2022 Niels Lohmann <https://nlohmann.me>
-// SPDX-License-Identifier: MIT
-
-
-
-#include <cmath> // isfinite
-#include <cstdint> // uint8_t
-#include <functional> // function
-#include <string> // string
-#include <utility> // move
-#include <vector> // vector
-
-// #include <nlohmann/detail/exceptions.hpp>
-
-// #include <nlohmann/detail/input/input_adapters.hpp>
-
-// #include <nlohmann/detail/input/json_sax.hpp>
-
-// #include <nlohmann/detail/input/lexer.hpp>
-
-// #include <nlohmann/detail/macro_scope.hpp>
-
-// #include <nlohmann/detail/meta/is_sax.hpp>
-
-// #include <nlohmann/detail/string_concat.hpp>
-
-// #include <nlohmann/detail/value_t.hpp>
-
-
-NLOHMANN_JSON_NAMESPACE_BEGIN
-namespace detail
-{
-////////////
-// parser //
-////////////
-
-enum class parse_event_t : std::uint8_t
-{
-    /// the parser read `{` and started to process a JSON object
-    object_start,
-    /// the parser read `}` and finished processing a JSON object
-    object_end,
-    /// the parser read `[` and started to process a JSON array
-    array_start,
-    /// the parser read `]` and finished processing a JSON array
-    array_end,
-    /// the parser read a key of a value in an object
-    key,
-    /// the parser finished reading a JSON value
-    value
-};
-
-template<typename BasicJsonType>
-using parser_callback_t =
-    std::function<bool(int /*depth*/, parse_event_t /*event*/, BasicJsonType& /*parsed*/)>;
-
-/*!
-@brief syntax analysis
-
-This class implements a recursive descent parser.
-*/
-template<typename BasicJsonType, typename InputAdapterType>
-class parser
-{
-    using number_integer_t = typename BasicJsonType::number_integer_t;
-    using number_unsigned_t = typename BasicJsonType::number_unsigned_t;
-    using number_float_t = typename BasicJsonType::number_float_t;
-    using string_t = typename BasicJsonType::string_t;
-    using lexer_t = lexer<BasicJsonType, InputAdapterType>;
-    using token_type = typename lexer_t::token_type;
-
-  public:
-    /// a parser reading from an input adapter
-    explicit parser(InputAdapterType&& adapter,
-                    const parser_callback_t<BasicJsonType> cb = nullptr,
-                    const bool allow_exceptions_ = true,
-                    const bool skip_comments = false)
-        : callback(cb)
-        , m_lexer(std::move(adapter), skip_comments)
-        , allow_exceptions(allow_exceptions_)
-    {
-        // read first token
-        get_token();
-    }
-
-    /*!
-    @brief public parser interface
-
-    @param[in] strict      whether to expect the last token to be EOF
-    @param[in,out] result  parsed JSON value
-
-    @throw parse_error.101 in case of an unexpected token
-    @throw parse_error.102 if to_unicode fails or surrogate error
-    @throw parse_error.103 if to_unicode fails
-    */
-    void parse(const bool strict, BasicJsonType& result)
-    {
-        if (callback)
-        {
-            json_sax_dom_callback_parser<BasicJsonType> sdp(result, callback, allow_exceptions);
-            sax_parse_internal(&sdp);
-
-            // in strict mode, input must be completely read
-            if (strict && (get_token() != token_type::end_of_input))
-            {
-                sdp.parse_error(m_lexer.get_position(),
-                                m_lexer.get_token_string(),
-                                parse_error::create(101, m_lexer.get_position(),
-                                                    exception_message(token_type::end_of_input, "value"), nullptr));
-            }
-
-            // in case of an error, return discarded value
-            if (sdp.is_errored())
-            {
-                result = value_t::discarded;
-                return;
-            }
-
-            // set top-level value to null if it was discarded by the callback
-            // function
-            if (result.is_discarded())
-            {
-                result = nullptr;
-            }
-        }
-        else
-        {
-            json_sax_dom_parser<BasicJsonType> sdp(result, allow_exceptions);
-            sax_parse_internal(&sdp);
-
-            // in strict mode, input must be completely read
-            if (strict && (get_token() != token_type::end_of_input))
-            {
-                sdp.parse_error(m_lexer.get_position(),
-                                m_lexer.get_token_string(),
-                                parse_error::create(101, m_lexer.get_position(), exception_message(token_type::end_of_input, "value"), nullptr));
-            }
-
-            // in case of an error, return discarded value
-            if (sdp.is_errored())
-            {
-                result = value_t::discarded;
-                return;
-            }
-        }
-
-        result.assert_invariant();
-    }
-
-    /*!
-    @brief public accept interface
-
-    @param[in] strict  whether to expect the last token to be EOF
-    @return whether the input is a proper JSON text
-    */
-    bool accept(const bool strict = true)
-    {
-        json_sax_acceptor<BasicJsonType> sax_acceptor;
-        return sax_parse(&sax_acceptor, strict);
-    }
-
-    template<typename SAX>
-    JSON_HEDLEY_NON_NULL(2)
-    bool sax_parse(SAX* sax, const bool strict = true)
-    {
-        (void)detail::is_sax_static_asserts<SAX, BasicJsonType> {};
-        const bool result = sax_parse_internal(sax);
-
-        // strict mode: next byte must be EOF
-        if (result && strict && (get_token() != token_type::end_of_input))
-        {
-            return sax->parse_error(m_lexer.get_position(),
-                                    m_lexer.get_token_string(),
-                                    parse_error::create(101, m_lexer.get_position(), exception_message(token_type::end_of_input, "value"), nullptr));
-        }
-
-        return result;
-    }
-
-  private:
-    template<typename SAX>
-    JSON_HEDLEY_NON_NULL(2)
-    bool sax_parse_internal(SAX* sax)
-    {
-        // stack to remember the hierarchy of structured values we are parsing
-        // true = array; false = object
-        std::vector<bool> states;
-        // value to avoid a goto (see comment where set to true)
-        bool skip_to_state_evaluation = false;
-
-        while (true)
-        {
-            if (!skip_to_state_evaluation)
-            {
-                // invariant: get_token() was called before each iteration
-                switch (last_token)
-                {
-                    case token_type::begin_object:
-                    {
-                        if (JSON_HEDLEY_UNLIKELY(!sax->start_object(static_cast<std::size_t>(-1))))
-                        {
-                            return false;
-                        }
-
-                        // closing } -> we are done
-                        if (get_token() == token_type::end_object)
-                        {
-                            if (JSON_HEDLEY_UNLIKELY(!sax->end_object()))
-                            {
-                                return false;
-                            }
-                            break;
-                        }
-
-                        // parse key
-                        if (JSON_HEDLEY_UNLIKELY(last_token != token_type::value_string))
-                        {
-                            return sax->parse_error(m_lexer.get_position(),
-                                                    m_lexer.get_token_string(),
-                                                    parse_error::create(101, m_lexer.get_position(), exception_message(token_type::value_string, "object key"), nullptr));
-                        }
-                        if (JSON_HEDLEY_UNLIKELY(!sax->key(m_lexer.get_string())))
-                        {
-                            return false;
-                        }
-
-                        // parse separator (:)
-                        if (JSON_HEDLEY_UNLIKELY(get_token() != token_type::name_separator))
-                        {
-                            return sax->parse_error(m_lexer.get_position(),
-                                                    m_lexer.get_token_string(),
-                                                    parse_error::create(101, m_lexer.get_position(), exception_message(token_type::name_separator, "object separator"), nullptr));
-                        }
-
-                        // remember we are now inside an object
-                        states.push_back(false);
-
-                        // parse values
-                        get_token();
-                        continue;
-                    }
-
-                    case token_type::begin_array:
-                    {
-                        if (JSON_HEDLEY_UNLIKELY(!sax->start_array(static_cast<std::size_t>(-1))))
-                        {
-                            return false;
-                        }
-
-                        // closing ] -> we are done
-                        if (get_token() == token_type::end_array)
-                        {
-                            if (JSON_HEDLEY_UNLIKELY(!sax->end_array()))
-                            {
-                                return false;
-                            }
-                            break;
-                        }
-
-                        // remember we are now inside an array
-                        states.push_back(true);
-
-                        // parse values (no need to call get_token)
-                        continue;
-                    }
-
-                    case token_type::value_float:
-                    {
-                        const auto res = m_lexer.get_number_float();
-
-                        if (JSON_HEDLEY_UNLIKELY(!std::isfinite(res)))
-                        {
-                            return sax->parse_error(m_lexer.get_position(),
-                                                    m_lexer.get_token_string(),
-                                                    out_of_range::create(406, concat("number overflow parsing '", m_lexer.get_token_string(), '\''), nullptr));
-                        }
-
-                        if (JSON_HEDLEY_UNLIKELY(!sax->number_float(res, m_lexer.get_string())))
-                        {
-                            return false;
-                        }
-
-                        break;
-                    }
-
-                    case token_type::literal_false:
-                    {
-                        if (JSON_HEDLEY_UNLIKELY(!sax->boolean(false)))
-                        {
-                            return false;
-                        }
-                        break;
-                    }
-
-                    case token_type::literal_null:
-                    {
-                        if (JSON_HEDLEY_UNLIKELY(!sax->null()))
-                        {
-                            return false;
-                        }
-                        break;
-                    }
-
-                    case token_type::literal_true:
-                    {
-                        if (JSON_HEDLEY_UNLIKELY(!sax->boolean(true)))
-                        {
-                            return false;
-                        }
-                        break;
-                    }
-
-                    case token_type::value_integer:
-                    {
-                        if (JSON_HEDLEY_UNLIKELY(!sax->number_integer(m_lexer.get_number_integer())))
-                        {
-                            return false;
-                        }
-                        break;
-                    }
-
-                    case token_type::value_string:
-                    {
-                        if (JSON_HEDLEY_UNLIKELY(!sax->string(m_lexer.get_string())))
-                        {
-                            return false;
-                        }
-                        break;
-                    }
-
-                    case token_type::value_unsigned:
-                    {
-                        if (JSON_HEDLEY_UNLIKELY(!sax->number_unsigned(m_lexer.get_number_unsigned())))
-                        {
-                            return false;
-                        }
-                        break;
-                    }
-
-                    case token_type::parse_error:
-                    {
-                        // using "uninitialized" to avoid "expected" message
-                        return sax->parse_error(m_lexer.get_position(),
-                                                m_lexer.get_token_string(),
-                                                parse_error::create(101, m_lexer.get_position(), exception_message(token_type::uninitialized, "value"), nullptr));
-                    }
-
-                    case token_type::uninitialized:
-                    case token_type::end_array:
-                    case token_type::end_object:
-                    case token_type::name_separator:
-                    case token_type::value_separator:
-                    case token_type::end_of_input:
-                    case token_type::literal_or_value:
-                    default: // the last token was unexpected
-                    {
-                        return sax->parse_error(m_lexer.get_position(),
-                                                m_lexer.get_token_string(),
-                                                parse_error::create(101, m_lexer.get_position(), exception_message(token_type::literal_or_value, "value"), nullptr));
-                    }
-                }
-            }
-            else
-            {
-                skip_to_state_evaluation = false;
-            }
-
-            // we reached this line after we successfully parsed a value
-            if (states.empty())
-            {
-                // empty stack: we reached the end of the hierarchy: done
-                return true;
-            }
-
-            if (states.back())  // array
-            {
-                // comma -> next value
-                if (get_token() == token_type::value_separator)
-                {
-                    // parse a new value
-                    get_token();
-                    continue;
-                }
-
-                // closing ]
-                if (JSON_HEDLEY_LIKELY(last_token == token_type::end_array))
-                {
-                    if (JSON_HEDLEY_UNLIKELY(!sax->end_array()))
-                    {
-                        return false;
-                    }
-
-                    // We are done with this array. Before we can parse a
-                    // new value, we need to evaluate the new state first.
-                    // By setting skip_to_state_evaluation to false, we
-                    // are effectively jumping to the beginning of this if.
-                    JSON_ASSERT(!states.empty());
-                    states.pop_back();
-                    skip_to_state_evaluation = true;
-                    continue;
-                }
-
-                return sax->parse_error(m_lexer.get_position(),
-                                        m_lexer.get_token_string(),
-                                        parse_error::create(101, m_lexer.get_position(), exception_message(token_type::end_array, "array"), nullptr));
-            }
-
-            // states.back() is false -> object
-
-            // comma -> next value
-            if (get_token() == token_type::value_separator)
-            {
-                // parse key
-                if (JSON_HEDLEY_UNLIKELY(get_token() != token_type::value_string))
-                {
-                    return sax->parse_error(m_lexer.get_position(),
-                                            m_lexer.get_token_string(),
-                                            parse_error::create(101, m_lexer.get_position(), exception_message(token_type::value_string, "object key"), nullptr));
-                }
-
-                if (JSON_HEDLEY_UNLIKELY(!sax->key(m_lexer.get_string())))
-                {
-                    return false;
-                }
-
-                // parse separator (:)
-                if (JSON_HEDLEY_UNLIKELY(get_token() != token_type::name_separator))
-                {
-                    return sax->parse_error(m_lexer.get_position(),
-                                            m_lexer.get_token_string(),
-                                            parse_error::create(101, m_lexer.get_position(), exception_message(token_type::name_separator, "object separator"), nullptr));
-                }
-
-                // parse values
-                get_token();
-                continue;
-            }
-
-            // closing }
-            if (JSON_HEDLEY_LIKELY(last_token == token_type::end_object))
-            {
-                if (JSON_HEDLEY_UNLIKELY(!sax->end_object()))
-                {
-                    return false;
-                }
-
-                // We are done with this object. Before we can parse a
-                // new value, we need to evaluate the new state first.
-                // By setting skip_to_state_evaluation to false, we
-                // are effectively jumping to the beginning of this if.
-                JSON_ASSERT(!states.empty());
-                states.pop_back();
-                skip_to_state_evaluation = true;
-                continue;
-            }
-
-            return sax->parse_error(m_lexer.get_position(),
-                                    m_lexer.get_token_string(),
-                                    parse_error::create(101, m_lexer.get_position(), exception_message(token_type::end_object, "object"), nullptr));
-        }
-    }
-
-    /// get next token from lexer
-    token_type get_token()
-    {
-        return last_token = m_lexer.scan();
-    }
-
-    std::string exception_message(const token_type expected, const std::string& context)
-    {
-        std::string error_msg = "syntax error ";
-
-        if (!context.empty())
-        {
-            error_msg += concat("while parsing ", context, ' ');
-        }
-
-        error_msg += "- ";
-
-        if (last_token == token_type::parse_error)
-        {
-            error_msg += concat(m_lexer.get_error_message(), "; last read: '",
-                                m_lexer.get_token_string(), '\'');
-        }
-        else
-        {
-            error_msg += concat("unexpected ", lexer_t::token_type_name(last_token));
-        }
-
-        if (expected != token_type::uninitialized)
-        {
-            error_msg += concat("; expected ", lexer_t::token_type_name(expected));
-        }
-
-        return error_msg;
-    }
-
-  private:
-    /// callback function
-    const parser_callback_t<BasicJsonType> callback = nullptr;
-    /// the type of the last read token
-    token_type last_token = token_type::uninitialized;
-    /// the lexer
-    lexer_t m_lexer;
-    /// whether to throw exceptions in case of errors
-    const bool allow_exceptions = true;
-};
-
-}  // namespace detail
-NLOHMANN_JSON_NAMESPACE_END
-
-// #include <nlohmann/detail/iterators/internal_iterator.hpp>
-//     __ _____ _____ _____
-//  __|  |   __|     |   | |  JSON for Modern C++
-// |  |  |__   |  |  | | | |  version 3.11.2
-// |_____|_____|_____|_|___|  https://github.com/nlohmann/json
-//
-// SPDX-FileCopyrightText: 2013-2022 Niels Lohmann <https://nlohmann.me>
-// SPDX-License-Identifier: MIT
-
-
-
-// #include <nlohmann/detail/abi_macros.hpp>
-
-// #include <nlohmann/detail/iterators/primitive_iterator.hpp>
-//     __ _____ _____ _____
-//  __|  |   __|     |   | |  JSON for Modern C++
-// |  |  |__   |  |  | | | |  version 3.11.2
-// |_____|_____|_____|_|___|  https://github.com/nlohmann/json
-//
-// SPDX-FileCopyrightText: 2013-2022 Niels Lohmann <https://nlohmann.me>
-// SPDX-License-Identifier: MIT
-
-
-
-#include <cstddef> // ptrdiff_t
-#include <limits>  // numeric_limits
-
-// #include <nlohmann/detail/macro_scope.hpp>
-
-
-NLOHMANN_JSON_NAMESPACE_BEGIN
-namespace detail
-{
-
-/*
-@brief an iterator for primitive JSON types
-
-This class models an iterator for primitive JSON types (boolean, number,
-string). It's only purpose is to allow the iterator/const_iterator classes
-to "iterate" over primitive values. Internally, the iterator is modeled by
-a `difference_type` variable. Value begin_value (`0`) models the begin,
-end_value (`1`) models past the end.
-*/
-class primitive_iterator_t
-{
-  private:
-    using difference_type = std::ptrdiff_t;
-    static constexpr difference_type begin_value = 0;
-    static constexpr difference_type end_value = begin_value + 1;
-
-  JSON_PRIVATE_UNLESS_TESTED:
-    /// iterator as signed integer type
-    difference_type m_it = (std::numeric_limits<std::ptrdiff_t>::min)();
-
-  public:
-    constexpr difference_type get_value() const noexcept
-    {
-        return m_it;
-    }
-
-    /// set iterator to a defined beginning
-    void set_begin() noexcept
-    {
-        m_it = begin_value;
-    }
-
-    /// set iterator to a defined past the end
-    void set_end() noexcept
-    {
-        m_it = end_value;
-    }
-
-    /// return whether the iterator can be dereferenced
-    constexpr bool is_begin() const noexcept
-    {
-        return m_it == begin_value;
-    }
-
-    /// return whether the iterator is at end
-    constexpr bool is_end() const noexcept
-    {
-        return m_it == end_value;
-    }
-
-    friend constexpr bool operator==(primitive_iterator_t lhs, primitive_iterator_t rhs) noexcept
-    {
-        return lhs.m_it == rhs.m_it;
-    }
-
-    friend constexpr bool operator<(primitive_iterator_t lhs, primitive_iterator_t rhs) noexcept
-    {
-        return lhs.m_it < rhs.m_it;
-    }
-
-    primitive_iterator_t operator+(difference_type n) noexcept
-    {
-        auto result = *this;
-        result += n;
-        return result;
-    }
-
-    friend constexpr difference_type operator-(primitive_iterator_t lhs, primitive_iterator_t rhs) noexcept
-    {
-        return lhs.m_it - rhs.m_it;
-    }
-
-    primitive_iterator_t& operator++() noexcept
-    {
-        ++m_it;
-        return *this;
-    }
-
-    primitive_iterator_t operator++(int)& noexcept // NOLINT(cert-dcl21-cpp)
-    {
-        auto result = *this;
-        ++m_it;
-        return result;
-    }
-
-    primitive_iterator_t& operator--() noexcept
-    {
-        --m_it;
-        return *this;
-    }
-
-    primitive_iterator_t operator--(int)& noexcept // NOLINT(cert-dcl21-cpp)
-    {
-        auto result = *this;
-        --m_it;
-        return result;
-    }
-
-    primitive_iterator_t& operator+=(difference_type n) noexcept
-    {
-        m_it += n;
-        return *this;
-    }
-
-    primitive_iterator_t& operator-=(difference_type n) noexcept
-    {
-        m_it -= n;
-        return *this;
-    }
-};
-
-}  // namespace detail
-NLOHMANN_JSON_NAMESPACE_END
-
-
-NLOHMANN_JSON_NAMESPACE_BEGIN
-namespace detail
-{
-
-/*!
-@brief an iterator value
-
-@note This structure could easily be a union, but MSVC currently does not allow
-unions members with complex constructors, see https://github.com/nlohmann/json/pull/105.
-*/
-template<typename BasicJsonType> struct internal_iterator
-{
-    /// iterator for JSON objects
-    typename BasicJsonType::object_t::iterator object_iterator {};
-    /// iterator for JSON arrays
-    typename BasicJsonType::array_t::iterator array_iterator {};
-    /// generic iterator for all other types
-    primitive_iterator_t primitive_iterator {};
-};
-
-}  // namespace detail
-NLOHMANN_JSON_NAMESPACE_END
-
-// #include <nlohmann/detail/iterators/iter_impl.hpp>
-//     __ _____ _____ _____
-//  __|  |   __|     |   | |  JSON for Modern C++
-// |  |  |__   |  |  | | | |  version 3.11.2
-// |_____|_____|_____|_|___|  https://github.com/nlohmann/json
-//
-// SPDX-FileCopyrightText: 2013-2022 Niels Lohmann <https://nlohmann.me>
-// SPDX-License-Identifier: MIT
-
-
-
-#include <iterator> // iterator, random_access_iterator_tag, bidirectional_iterator_tag, advance, next
-#include <type_traits> // conditional, is_const, remove_const
-
-// #include <nlohmann/detail/exceptions.hpp>
-
-// #include <nlohmann/detail/iterators/internal_iterator.hpp>
-
-// #include <nlohmann/detail/iterators/primitive_iterator.hpp>
-
-// #include <nlohmann/detail/macro_scope.hpp>
-
-// #include <nlohmann/detail/meta/cpp_future.hpp>
-
-// #include <nlohmann/detail/meta/type_traits.hpp>
-
-// #include <nlohmann/detail/value_t.hpp>
-
-
-NLOHMANN_JSON_NAMESPACE_BEGIN
-namespace detail
-{
-
-// forward declare, to be able to friend it later on
-template<typename IteratorType> class iteration_proxy;
-template<typename IteratorType> class iteration_proxy_value;
-
-/*!
-@brief a template for a bidirectional iterator for the @ref basic_json class
-This class implements a both iterators (iterator and const_iterator) for the
-@ref basic_json class.
-@note An iterator is called *initialized* when a pointer to a JSON value has
-      been set (e.g., by a constructor or a copy assignment). If the iterator is
-      default-constructed, it is *uninitialized* and most methods are undefined.
-      **The library uses assertions to detect calls on uninitialized iterators.**
-@requirement The class satisfies the following concept requirements:
--
-[BidirectionalIterator](https://en.cppreference.com/w/cpp/named_req/BidirectionalIterator):
-  The iterator that can be moved can be moved in both directions (i.e.
-  incremented and decremented).
-@since version 1.0.0, simplified in version 2.0.9, change to bidirectional
-       iterators in version 3.0.0 (see https://github.com/nlohmann/json/issues/593)
-*/
-template<typename BasicJsonType>
-class iter_impl // NOLINT(cppcoreguidelines-special-member-functions,hicpp-special-member-functions)
-{
-    /// the iterator with BasicJsonType of different const-ness
-    using other_iter_impl = iter_impl<typename std::conditional<std::is_const<BasicJsonType>::value, typename std::remove_const<BasicJsonType>::type, const BasicJsonType>::type>;
-    /// allow basic_json to access private members
-    friend other_iter_impl;
-    friend BasicJsonType;
-    friend iteration_proxy<iter_impl>;
-    friend iteration_proxy_value<iter_impl>;
-
-    using object_t = typename BasicJsonType::object_t;
-    using array_t = typename BasicJsonType::array_t;
-    // make sure BasicJsonType is basic_json or const basic_json
-    static_assert(is_basic_json<typename std::remove_const<BasicJsonType>::type>::value,
-                  "iter_impl only accepts (const) basic_json");
-    // superficial check for the LegacyBidirectionalIterator named requirement
-    static_assert(std::is_base_of<std::bidirectional_iterator_tag, std::bidirectional_iterator_tag>::value
-                  &&  std::is_base_of<std::bidirectional_iterator_tag, typename std::iterator_traits<typename array_t::iterator>::iterator_category>::value,
-                  "basic_json iterator assumes array and object type iterators satisfy the LegacyBidirectionalIterator named requirement.");
-
-  public:
-    /// The std::iterator class template (used as a base class to provide typedefs) is deprecated in C++17.
-    /// The C++ Standard has never required user-defined iterators to derive from std::iterator.
-    /// A user-defined iterator should provide publicly accessible typedefs named
-    /// iterator_category, value_type, difference_type, pointer, and reference.
-    /// Note that value_type is required to be non-const, even for constant iterators.
-    using iterator_category = std::bidirectional_iterator_tag;
-
-    /// the type of the values when the iterator is dereferenced
-    using value_type = typename BasicJsonType::value_type;
-    /// a type to represent differences between iterators
-    using difference_type = typename BasicJsonType::difference_type;
-    /// defines a pointer to the type iterated over (value_type)
-    using pointer = typename std::conditional<std::is_const<BasicJsonType>::value,
-          typename BasicJsonType::const_pointer,
-          typename BasicJsonType::pointer>::type;
-    /// defines a reference to the type iterated over (value_type)
-    using reference =
-        typename std::conditional<std::is_const<BasicJsonType>::value,
-        typename BasicJsonType::const_reference,
-        typename BasicJsonType::reference>::type;
-
-    iter_impl() = default;
-    ~iter_impl() = default;
-    iter_impl(iter_impl&&) noexcept = default;
-    iter_impl& operator=(iter_impl&&) noexcept = default;
-
-    /*!
-    @brief constructor for a given JSON instance
-    @param[in] object  pointer to a JSON object for this iterator
-    @pre object != nullptr
-    @post The iterator is initialized; i.e. `m_object != nullptr`.
-    */
-    explicit iter_impl(pointer object) noexcept : m_object(object)
-    {
-        JSON_ASSERT(m_object != nullptr);
-
-        switch (m_object->m_type)
-        {
-            case value_t::object:
-            {
-                m_it.object_iterator = typename object_t::iterator();
-                break;
-            }
-
-            case value_t::array:
-            {
-                m_it.array_iterator = typename array_t::iterator();
-                break;
-            }
-
-            case value_t::null:
-            case value_t::string:
-            case value_t::boolean:
-            case value_t::number_integer:
-            case value_t::number_unsigned:
-            case value_t::number_float:
-            case value_t::binary:
-            case value_t::discarded:
-            default:
-            {
-                m_it.primitive_iterator = primitive_iterator_t();
-                break;
-            }
-        }
-    }
-
-    /*!
-    @note The conventional copy constructor and copy assignment are implicitly
-          defined. Combined with the following converting constructor and
-          assignment, they support: (1) copy from iterator to iterator, (2)
-          copy from const iterator to const iterator, and (3) conversion from
-          iterator to const iterator. However conversion from const iterator
-          to iterator is not defined.
-    */
-
-    /*!
-    @brief const copy constructor
-    @param[in] other const iterator to copy from
-    @note This copy constructor had to be defined explicitly to circumvent a bug
-          occurring on msvc v19.0 compiler (VS 2015) debug build. For more
-          information refer to: https://github.com/nlohmann/json/issues/1608
-    */
-    iter_impl(const iter_impl<const BasicJsonType>& other) noexcept
-        : m_object(other.m_object), m_it(other.m_it)
-    {}
-
-    /*!
-    @brief converting assignment
-    @param[in] other const iterator to copy from
-    @return const/non-const iterator
-    @note It is not checked whether @a other is initialized.
-    */
-    iter_impl& operator=(const iter_impl<const BasicJsonType>& other) noexcept
-    {
-        if (&other != this)
-        {
-            m_object = other.m_object;
-            m_it = other.m_it;
-        }
-        return *this;
-    }
-
-    /*!
-    @brief converting constructor
-    @param[in] other  non-const iterator to copy from
-    @note It is not checked whether @a other is initialized.
-    */
-    iter_impl(const iter_impl<typename std::remove_const<BasicJsonType>::type>& other) noexcept
-        : m_object(other.m_object), m_it(other.m_it)
-    {}
-
-    /*!
-    @brief converting assignment
-    @param[in] other  non-const iterator to copy from
-    @return const/non-const iterator
-    @note It is not checked whether @a other is initialized.
-    */
-    iter_impl& operator=(const iter_impl<typename std::remove_const<BasicJsonType>::type>& other) noexcept // NOLINT(cert-oop54-cpp)
-    {
-        m_object = other.m_object;
-        m_it = other.m_it;
-        return *this;
-    }
-
-  JSON_PRIVATE_UNLESS_TESTED:
-    /*!
-    @brief set the iterator to the first value
-    @pre The iterator is initialized; i.e. `m_object != nullptr`.
-    */
-    void set_begin() noexcept
-    {
-        JSON_ASSERT(m_object != nullptr);
-
-        switch (m_object->m_type)
-        {
-            case value_t::object:
-            {
-                m_it.object_iterator = m_object->m_value.object->begin();
-                break;
-            }
-
-            case value_t::array:
-            {
-                m_it.array_iterator = m_object->m_value.array->begin();
-                break;
-            }
-
-            case value_t::null:
-            {
-                // set to end so begin()==end() is true: null is empty
-                m_it.primitive_iterator.set_end();
-                break;
-            }
-
-            case value_t::string:
-            case value_t::boolean:
-            case value_t::number_integer:
-            case value_t::number_unsigned:
-            case value_t::number_float:
-            case value_t::binary:
-            case value_t::discarded:
-            default:
-            {
-                m_it.primitive_iterator.set_begin();
-                break;
-            }
-        }
-    }
-
-    /*!
-    @brief set the iterator past the last value
-    @pre The iterator is initialized; i.e. `m_object != nullptr`.
-    */
-    void set_end() noexcept
-    {
-        JSON_ASSERT(m_object != nullptr);
-
-        switch (m_object->m_type)
-        {
-            case value_t::object:
-            {
-                m_it.object_iterator = m_object->m_value.object->end();
-                break;
-            }
-
-            case value_t::array:
-            {
-                m_it.array_iterator = m_object->m_value.array->end();
-                break;
-            }
-
-            case value_t::null:
-            case value_t::string:
-            case value_t::boolean:
-            case value_t::number_integer:
-            case value_t::number_unsigned:
-            case value_t::number_float:
-            case value_t::binary:
-            case value_t::discarded:
-            default:
-            {
-                m_it.primitive_iterator.set_end();
-                break;
-            }
-        }
-    }
-
-  public:
-    /*!
-    @brief return a reference to the value pointed to by the iterator
-    @pre The iterator is initialized; i.e. `m_object != nullptr`.
-    */
-    reference operator*() const
-    {
-        JSON_ASSERT(m_object != nullptr);
-
-        switch (m_object->m_type)
-        {
-            case value_t::object:
-            {
-                JSON_ASSERT(m_it.object_iterator != m_object->m_value.object->end());
-                return m_it.object_iterator->second;
-            }
-
-            case value_t::array:
-            {
-                JSON_ASSERT(m_it.array_iterator != m_object->m_value.array->end());
-                return *m_it.array_iterator;
-            }
-
-            case value_t::null:
-                JSON_THROW(invalid_iterator::create(214, "cannot get value", m_object));
-
-            case value_t::string:
-            case value_t::boolean:
-            case value_t::number_integer:
-            case value_t::number_unsigned:
-            case value_t::number_float:
-            case value_t::binary:
-            case value_t::discarded:
-            default:
-            {
-                if (JSON_HEDLEY_LIKELY(m_it.primitive_iterator.is_begin()))
-                {
-                    return *m_object;
-                }
-
-                JSON_THROW(invalid_iterator::create(214, "cannot get value", m_object));
-            }
-        }
-    }
-
-    /*!
-    @brief dereference the iterator
-    @pre The iterator is initialized; i.e. `m_object != nullptr`.
-    */
-    pointer operator->() const
-    {
-        JSON_ASSERT(m_object != nullptr);
-
-        switch (m_object->m_type)
-        {
-            case value_t::object:
-            {
-                JSON_ASSERT(m_it.object_iterator != m_object->m_value.object->end());
-                return &(m_it.object_iterator->second);
-            }
-
-            case value_t::array:
-            {
-                JSON_ASSERT(m_it.array_iterator != m_object->m_value.array->end());
-                return &*m_it.array_iterator;
-            }
-
-            case value_t::null:
-            case value_t::string:
-            case value_t::boolean:
-            case value_t::number_integer:
-            case value_t::number_unsigned:
-            case value_t::number_float:
-            case value_t::binary:
-            case value_t::discarded:
-            default:
-            {
-                if (JSON_HEDLEY_LIKELY(m_it.primitive_iterator.is_begin()))
-                {
-                    return m_object;
-                }
-
-                JSON_THROW(invalid_iterator::create(214, "cannot get value", m_object));
-            }
-        }
-    }
-
-    /*!
-    @brief post-increment (it++)
-    @pre The iterator is initialized; i.e. `m_object != nullptr`.
-    */
-    iter_impl operator++(int)& // NOLINT(cert-dcl21-cpp)
-    {
-        auto result = *this;
-        ++(*this);
-        return result;
-    }
-
-    /*!
-    @brief pre-increment (++it)
-    @pre The iterator is initialized; i.e. `m_object != nullptr`.
-    */
-    iter_impl& operator++()
-    {
-        JSON_ASSERT(m_object != nullptr);
-
-        switch (m_object->m_type)
-        {
-            case value_t::object:
-            {
-                std::advance(m_it.object_iterator, 1);
-                break;
-            }
-
-            case value_t::array:
-            {
-                std::advance(m_it.array_iterator, 1);
-                break;
-            }
-
-            case value_t::null:
-            case value_t::string:
-            case value_t::boolean:
-            case value_t::number_integer:
-            case value_t::number_unsigned:
-            case value_t::number_float:
-            case value_t::binary:
-            case value_t::discarded:
-            default:
-            {
-                ++m_it.primitive_iterator;
-                break;
-            }
-        }
-
-        return *this;
-    }
-
-    /*!
-    @brief post-decrement (it--)
-    @pre The iterator is initialized; i.e. `m_object != nullptr`.
-    */
-    iter_impl operator--(int)& // NOLINT(cert-dcl21-cpp)
-    {
-        auto result = *this;
-        --(*this);
-        return result;
-    }
-
-    /*!
-    @brief pre-decrement (--it)
-    @pre The iterator is initialized; i.e. `m_object != nullptr`.
-    */
-    iter_impl& operator--()
-    {
-        JSON_ASSERT(m_object != nullptr);
-
-        switch (m_object->m_type)
-        {
-            case value_t::object:
-            {
-                std::advance(m_it.object_iterator, -1);
-                break;
-            }
-
-            case value_t::array:
-            {
-                std::advance(m_it.array_iterator, -1);
-                break;
-            }
-
-            case value_t::null:
-            case value_t::string:
-            case value_t::boolean:
-            case value_t::number_integer:
-            case value_t::number_unsigned:
-            case value_t::number_float:
-            case value_t::binary:
-            case value_t::discarded:
-            default:
-            {
-                --m_it.primitive_iterator;
-                break;
-            }
-        }
-
-        return *this;
-    }
-
-    /*!
-    @brief comparison: equal
-    @pre The iterator is initialized; i.e. `m_object != nullptr`.
-    */
-    template < typename IterImpl, detail::enable_if_t < (std::is_same<IterImpl, iter_impl>::value || std::is_same<IterImpl, other_iter_impl>::value), std::nullptr_t > = nullptr >
-    bool operator==(const IterImpl& other) const
-    {
-        // if objects are not the same, the comparison is undefined
-        if (JSON_HEDLEY_UNLIKELY(m_object != other.m_object))
-        {
-            JSON_THROW(invalid_iterator::create(212, "cannot compare iterators of different containers", m_object));
-        }
-
-        JSON_ASSERT(m_object != nullptr);
-
-        switch (m_object->m_type)
-        {
-            case value_t::object:
-                return (m_it.object_iterator == other.m_it.object_iterator);
-
-            case value_t::array:
-                return (m_it.array_iterator == other.m_it.array_iterator);
-
-            case value_t::null:
-            case value_t::string:
-            case value_t::boolean:
-            case value_t::number_integer:
-            case value_t::number_unsigned:
-            case value_t::number_float:
-            case value_t::binary:
-            case value_t::discarded:
-            default:
-                return (m_it.primitive_iterator == other.m_it.primitive_iterator);
-        }
-    }
-
-    /*!
-    @brief comparison: not equal
-    @pre The iterator is initialized; i.e. `m_object != nullptr`.
-    */
-    template < typename IterImpl, detail::enable_if_t < (std::is_same<IterImpl, iter_impl>::value || std::is_same<IterImpl, other_iter_impl>::value), std::nullptr_t > = nullptr >
-    bool operator!=(const IterImpl& other) const
-    {
-        return !operator==(other);
-    }
-
-    /*!
-    @brief comparison: smaller
-    @pre The iterator is initialized; i.e. `m_object != nullptr`.
-    */
-    bool operator<(const iter_impl& other) const
-    {
-        // if objects are not the same, the comparison is undefined
-        if (JSON_HEDLEY_UNLIKELY(m_object != other.m_object))
-        {
-            JSON_THROW(invalid_iterator::create(212, "cannot compare iterators of different containers", m_object));
-        }
-
-        JSON_ASSERT(m_object != nullptr);
-
-        switch (m_object->m_type)
-        {
-            case value_t::object:
-                JSON_THROW(invalid_iterator::create(213, "cannot compare order of object iterators", m_object));
-
-            case value_t::array:
-                return (m_it.array_iterator < other.m_it.array_iterator);
-
-            case value_t::null:
-            case value_t::string:
-            case value_t::boolean:
-            case value_t::number_integer:
-            case value_t::number_unsigned:
-            case value_t::number_float:
-            case value_t::binary:
-            case value_t::discarded:
-            default:
-                return (m_it.primitive_iterator < other.m_it.primitive_iterator);
-        }
-    }
-
-    /*!
-    @brief comparison: less than or equal
-    @pre The iterator is initialized; i.e. `m_object != nullptr`.
-    */
-    bool operator<=(const iter_impl& other) const
-    {
-        return !other.operator < (*this);
-    }
-
-    /*!
-    @brief comparison: greater than
-    @pre The iterator is initialized; i.e. `m_object != nullptr`.
-    */
-    bool operator>(const iter_impl& other) const
-    {
-        return !operator<=(other);
-    }
-
-    /*!
-    @brief comparison: greater than or equal
-    @pre The iterator is initialized; i.e. `m_object != nullptr`.
-    */
-    bool operator>=(const iter_impl& other) const
-    {
-        return !operator<(other);
-    }
-
-    /*!
-    @brief add to iterator
-    @pre The iterator is initialized; i.e. `m_object != nullptr`.
-    */
-    iter_impl& operator+=(difference_type i)
-    {
-        JSON_ASSERT(m_object != nullptr);
-
-        switch (m_object->m_type)
-        {
-            case value_t::object:
-                JSON_THROW(invalid_iterator::create(209, "cannot use offsets with object iterators", m_object));
-
-            case value_t::array:
-            {
-                std::advance(m_it.array_iterator, i);
-                break;
-            }
-
-            case value_t::null:
-            case value_t::string:
-            case value_t::boolean:
-            case value_t::number_integer:
-            case value_t::number_unsigned:
-            case value_t::number_float:
-            case value_t::binary:
-            case value_t::discarded:
-            default:
-            {
-                m_it.primitive_iterator += i;
-                break;
-            }
-        }
-
-        return *this;
-    }
-
-    /*!
-    @brief subtract from iterator
-    @pre The iterator is initialized; i.e. `m_object != nullptr`.
-    */
-    iter_impl& operator-=(difference_type i)
-    {
-        return operator+=(-i);
-    }
-
-    /*!
-    @brief add to iterator
-    @pre The iterator is initialized; i.e. `m_object != nullptr`.
-    */
-    iter_impl operator+(difference_type i) const
-    {
-        auto result = *this;
-        result += i;
-        return result;
-    }
-
-    /*!
-    @brief addition of distance and iterator
-    @pre The iterator is initialized; i.e. `m_object != nullptr`.
-    */
-    friend iter_impl operator+(difference_type i, const iter_impl& it)
-    {
-        auto result = it;
-        result += i;
-        return result;
-    }
-
-    /*!
-    @brief subtract from iterator
-    @pre The iterator is initialized; i.e. `m_object != nullptr`.
-    */
-    iter_impl operator-(difference_type i) const
-    {
-        auto result = *this;
-        result -= i;
-        return result;
-    }
-
-    /*!
-    @brief return difference
-    @pre The iterator is initialized; i.e. `m_object != nullptr`.
-    */
-    difference_type operator-(const iter_impl& other) const
-    {
-        JSON_ASSERT(m_object != nullptr);
-
-        switch (m_object->m_type)
-        {
-            case value_t::object:
-                JSON_THROW(invalid_iterator::create(209, "cannot use offsets with object iterators", m_object));
-
-            case value_t::array:
-                return m_it.array_iterator - other.m_it.array_iterator;
-
-            case value_t::null:
-            case value_t::string:
-            case value_t::boolean:
-            case value_t::number_integer:
-            case value_t::number_unsigned:
-            case value_t::number_float:
-            case value_t::binary:
-            case value_t::discarded:
-            default:
-                return m_it.primitive_iterator - other.m_it.primitive_iterator;
-        }
-    }
-
-    /*!
-    @brief access to successor
-    @pre The iterator is initialized; i.e. `m_object != nullptr`.
-    */
-    reference operator[](difference_type n) const
-    {
-        JSON_ASSERT(m_object != nullptr);
-
-        switch (m_object->m_type)
-        {
-            case value_t::object:
-                JSON_THROW(invalid_iterator::create(208, "cannot use operator[] for object iterators", m_object));
-
-            case value_t::array:
-                return *std::next(m_it.array_iterator, n);
-
-            case value_t::null:
-                JSON_THROW(invalid_iterator::create(214, "cannot get value", m_object));
-
-            case value_t::string:
-            case value_t::boolean:
-            case value_t::number_integer:
-            case value_t::number_unsigned:
-            case value_t::number_float:
-            case value_t::binary:
-            case value_t::discarded:
-            default:
-            {
-                if (JSON_HEDLEY_LIKELY(m_it.primitive_iterator.get_value() == -n))
-                {
-                    return *m_object;
-                }
-
-                JSON_THROW(invalid_iterator::create(214, "cannot get value", m_object));
-            }
-        }
-    }
-
-    /*!
-    @brief return the key of an object iterator
-    @pre The iterator is initialized; i.e. `m_object != nullptr`.
-    */
-    const typename object_t::key_type& key() const
-    {
-        JSON_ASSERT(m_object != nullptr);
-
-        if (JSON_HEDLEY_LIKELY(m_object->is_object()))
-        {
-            return m_it.object_iterator->first;
-        }
-
-        JSON_THROW(invalid_iterator::create(207, "cannot use key() for non-object iterators", m_object));
-    }
-
-    /*!
-    @brief return the value of an iterator
-    @pre The iterator is initialized; i.e. `m_object != nullptr`.
-    */
-    reference value() const
-    {
-        return operator*();
-    }
-
-  JSON_PRIVATE_UNLESS_TESTED:
-    /// associated JSON instance
-    pointer m_object = nullptr;
-    /// the actual iterator of the associated instance
-    internal_iterator<typename std::remove_const<BasicJsonType>::type> m_it {};
-};
-
-}  // namespace detail
-NLOHMANN_JSON_NAMESPACE_END
-
-// #include <nlohmann/detail/iterators/iteration_proxy.hpp>
-
-// #include <nlohmann/detail/iterators/json_reverse_iterator.hpp>
-//     __ _____ _____ _____
-//  __|  |   __|     |   | |  JSON for Modern C++
-// |  |  |__   |  |  | | | |  version 3.11.2
-// |_____|_____|_____|_|___|  https://github.com/nlohmann/json
-//
-// SPDX-FileCopyrightText: 2013-2022 Niels Lohmann <https://nlohmann.me>
-// SPDX-License-Identifier: MIT
-
-
-
-#include <cstddef> // ptrdiff_t
-#include <iterator> // reverse_iterator
-#include <utility> // declval
-
-// #include <nlohmann/detail/abi_macros.hpp>
-
-
-NLOHMANN_JSON_NAMESPACE_BEGIN
-namespace detail
-{
-
-//////////////////////
-// reverse_iterator //
-//////////////////////
-
-/*!
-@brief a template for a reverse iterator class
-
-@tparam Base the base iterator type to reverse. Valid types are @ref
-iterator (to create @ref reverse_iterator) and @ref const_iterator (to
-create @ref const_reverse_iterator).
-
-@requirement The class satisfies the following concept requirements:
--
-[BidirectionalIterator](https://en.cppreference.com/w/cpp/named_req/BidirectionalIterator):
-  The iterator that can be moved can be moved in both directions (i.e.
-  incremented and decremented).
-- [OutputIterator](https://en.cppreference.com/w/cpp/named_req/OutputIterator):
-  It is possible to write to the pointed-to element (only if @a Base is
-  @ref iterator).
-
-@since version 1.0.0
-*/
-template<typename Base>
-class json_reverse_iterator : public std::reverse_iterator<Base>
-{
-  public:
-    using difference_type = std::ptrdiff_t;
-    /// shortcut to the reverse iterator adapter
-    using base_iterator = std::reverse_iterator<Base>;
-    /// the reference type for the pointed-to element
-    using reference = typename Base::reference;
-
-    /// create reverse iterator from iterator
-    explicit json_reverse_iterator(const typename base_iterator::iterator_type& it) noexcept
-        : base_iterator(it) {}
-
-    /// create reverse iterator from base class
-    explicit json_reverse_iterator(const base_iterator& it) noexcept : base_iterator(it) {}
-
-    /// post-increment (it++)
-    json_reverse_iterator operator++(int)& // NOLINT(cert-dcl21-cpp)
-    {
-        return static_cast<json_reverse_iterator>(base_iterator::operator++(1));
-    }
-
-    /// pre-increment (++it)
-    json_reverse_iterator& operator++()
-    {
-        return static_cast<json_reverse_iterator&>(base_iterator::operator++());
-    }
-
-    /// post-decrement (it--)
-    json_reverse_iterator operator--(int)& // NOLINT(cert-dcl21-cpp)
-    {
-        return static_cast<json_reverse_iterator>(base_iterator::operator--(1));
-    }
-
-    /// pre-decrement (--it)
-    json_reverse_iterator& operator--()
-    {
-        return static_cast<json_reverse_iterator&>(base_iterator::operator--());
-    }
-
-    /// add to iterator
-    json_reverse_iterator& operator+=(difference_type i)
-    {
-        return static_cast<json_reverse_iterator&>(base_iterator::operator+=(i));
-    }
-
-    /// add to iterator
-    json_reverse_iterator operator+(difference_type i) const
-    {
-        return static_cast<json_reverse_iterator>(base_iterator::operator+(i));
-    }
-
-    /// subtract from iterator
-    json_reverse_iterator operator-(difference_type i) const
-    {
-        return static_cast<json_reverse_iterator>(base_iterator::operator-(i));
-    }
-
-    /// return difference
-    difference_type operator-(const json_reverse_iterator& other) const
-    {
-        return base_iterator(*this) - base_iterator(other);
-    }
-
-    /// access to successor
-    reference operator[](difference_type n) const
-    {
-        return *(this->operator+(n));
-    }
-
-    /// return the key of an object iterator
-    auto key() const -> decltype(std::declval<Base>().key())
-    {
-        auto it = --this->base();
-        return it.key();
-    }
-
-    /// return the value of an iterator
-    reference value() const
-    {
-        auto it = --this->base();
-        return it.operator * ();
-    }
-};
-
-}  // namespace detail
-NLOHMANN_JSON_NAMESPACE_END
-
-// #include <nlohmann/detail/iterators/primitive_iterator.hpp>
-
-// #include <nlohmann/detail/json_pointer.hpp>
-//     __ _____ _____ _____
-//  __|  |   __|     |   | |  JSON for Modern C++
-// |  |  |__   |  |  | | | |  version 3.11.2
-// |_____|_____|_____|_|___|  https://github.com/nlohmann/json
-//
-// SPDX-FileCopyrightText: 2013-2022 Niels Lohmann <https://nlohmann.me>
-// SPDX-License-Identifier: MIT
-
-
-
-#include <algorithm> // all_of
-#include <cctype> // isdigit
-#include <cerrno> // errno, ERANGE
-#include <cstdlib> // strtoull
-#ifndef JSON_NO_IO
-    #include <iosfwd> // ostream
-#endif  // JSON_NO_IO
-#include <limits> // max
-#include <numeric> // accumulate
-#include <string> // string
-#include <utility> // move
-#include <vector> // vector
-
-// #include <nlohmann/detail/exceptions.hpp>
-
-// #include <nlohmann/detail/macro_scope.hpp>
-
-// #include <nlohmann/detail/string_concat.hpp>
-
-// #include <nlohmann/detail/string_escape.hpp>
-
-// #include <nlohmann/detail/value_t.hpp>
-
-
-NLOHMANN_JSON_NAMESPACE_BEGIN
-
-/// @brief JSON Pointer defines a string syntax for identifying a specific value within a JSON document
-/// @sa https://json.nlohmann.me/api/json_pointer/
-template<typename RefStringType>
-class json_pointer
-{
-    // allow basic_json to access private members
-    NLOHMANN_BASIC_JSON_TPL_DECLARATION
-    friend class basic_json;
-
-    template<typename>
-    friend class json_pointer;
-
-    template<typename T>
-    struct string_t_helper
-    {
-        using type = T;
-    };
-
-    NLOHMANN_BASIC_JSON_TPL_DECLARATION
-    struct string_t_helper<NLOHMANN_BASIC_JSON_TPL>
-    {
-        using type = StringType;
-    };
-
-  public:
-    // for backwards compatibility accept BasicJsonType
-    using string_t = typename string_t_helper<RefStringType>::type;
-
-    /// @brief create JSON pointer
-    /// @sa https://json.nlohmann.me/api/json_pointer/json_pointer/
-    explicit json_pointer(const string_t& s = "")
-        : reference_tokens(split(s))
-    {}
-
-    /// @brief return a string representation of the JSON pointer
-    /// @sa https://json.nlohmann.me/api/json_pointer/to_string/
-    string_t to_string() const
-    {
-        return std::accumulate(reference_tokens.begin(), reference_tokens.end(),
-                               string_t{},
-                               [](const string_t& a, const string_t& b)
-        {
-            return detail::concat(a, '/', detail::escape(b));
-        });
-    }
-
-    /// @brief return a string representation of the JSON pointer
-    /// @sa https://json.nlohmann.me/api/json_pointer/operator_string/
-    JSON_HEDLEY_DEPRECATED_FOR(3.11.0, to_string())
-    operator string_t() const
-    {
-        return to_string();
-    }
-
-#ifndef JSON_NO_IO
-    /// @brief write string representation of the JSON pointer to stream
-    /// @sa https://json.nlohmann.me/api/basic_json/operator_ltlt/
-    friend std::ostream& operator<<(std::ostream& o, const json_pointer& ptr)
-    {
-        o << ptr.to_string();
-        return o;
-    }
-#endif
-
-    /// @brief append another JSON pointer at the end of this JSON pointer
-    /// @sa https://json.nlohmann.me/api/json_pointer/operator_slasheq/
-    json_pointer& operator/=(const json_pointer& ptr)
-    {
-        reference_tokens.insert(reference_tokens.end(),
-                                ptr.reference_tokens.begin(),
-                                ptr.reference_tokens.end());
-        return *this;
-    }
-
-    /// @brief append an unescaped reference token at the end of this JSON pointer
-    /// @sa https://json.nlohmann.me/api/json_pointer/operator_slasheq/
-    json_pointer& operator/=(string_t token)
-    {
-        push_back(std::move(token));
-        return *this;
-    }
-
-    /// @brief append an array index at the end of this JSON pointer
-    /// @sa https://json.nlohmann.me/api/json_pointer/operator_slasheq/
-    json_pointer& operator/=(std::size_t array_idx)
-    {
-        return *this /= std::to_string(array_idx);
-    }
-
-    /// @brief create a new JSON pointer by appending the right JSON pointer at the end of the left JSON pointer
-    /// @sa https://json.nlohmann.me/api/json_pointer/operator_slash/
-    friend json_pointer operator/(const json_pointer& lhs,
-                                  const json_pointer& rhs)
-    {
-        return json_pointer(lhs) /= rhs;
-    }
-
-    /// @brief create a new JSON pointer by appending the unescaped token at the end of the JSON pointer
-    /// @sa https://json.nlohmann.me/api/json_pointer/operator_slash/
-    friend json_pointer operator/(const json_pointer& lhs, string_t token) // NOLINT(performance-unnecessary-value-param)
-    {
-        return json_pointer(lhs) /= std::move(token);
-    }
-
-    /// @brief create a new JSON pointer by appending the array-index-token at the end of the JSON pointer
-    /// @sa https://json.nlohmann.me/api/json_pointer/operator_slash/
-    friend json_pointer operator/(const json_pointer& lhs, std::size_t array_idx)
-    {
-        return json_pointer(lhs) /= array_idx;
-    }
-
-    /// @brief returns the parent of this JSON pointer
-    /// @sa https://json.nlohmann.me/api/json_pointer/parent_pointer/
-    json_pointer parent_pointer() const
-    {
-        if (empty())
-        {
-            return *this;
-        }
-
-        json_pointer res = *this;
-        res.pop_back();
-        return res;
-    }
-
-    /// @brief remove last reference token
-    /// @sa https://json.nlohmann.me/api/json_pointer/pop_back/
-    void pop_back()
-    {
-        if (JSON_HEDLEY_UNLIKELY(empty()))
-        {
-            JSON_THROW(detail::out_of_range::create(405, "JSON pointer has no parent", nullptr));
-        }
-
-        reference_tokens.pop_back();
-    }
-
-    /// @brief return last reference token
-    /// @sa https://json.nlohmann.me/api/json_pointer/back/
-    const string_t& back() const
-    {
-        if (JSON_HEDLEY_UNLIKELY(empty()))
-        {
-            JSON_THROW(detail::out_of_range::create(405, "JSON pointer has no parent", nullptr));
-        }
-
-        return reference_tokens.back();
-    }
-
-    /// @brief append an unescaped token at the end of the reference pointer
-    /// @sa https://json.nlohmann.me/api/json_pointer/push_back/
-    void push_back(const string_t& token)
-    {
-        reference_tokens.push_back(token);
-    }
-
-    /// @brief append an unescaped token at the end of the reference pointer
-    /// @sa https://json.nlohmann.me/api/json_pointer/push_back/
-    void push_back(string_t&& token)
-    {
-        reference_tokens.push_back(std::move(token));
-    }
-
-    /// @brief return whether pointer points to the root document
-    /// @sa https://json.nlohmann.me/api/json_pointer/empty/
-    bool empty() const noexcept
-    {
-        return reference_tokens.empty();
-    }
-
-  private:
-    /*!
-    @param[in] s  reference token to be converted into an array index
-
-    @return integer representation of @a s
-
-    @throw parse_error.106  if an array index begins with '0'
-    @throw parse_error.109  if an array index begins not with a digit
-    @throw out_of_range.404 if string @a s could not be converted to an integer
-    @throw out_of_range.410 if an array index exceeds size_type
-    */
-    template<typename BasicJsonType>
-    static typename BasicJsonType::size_type array_index(const string_t& s)
-    {
-        using size_type = typename BasicJsonType::size_type;
-
-        // error condition (cf. RFC 6901, Sect. 4)
-        if (JSON_HEDLEY_UNLIKELY(s.size() > 1 && s[0] == '0'))
-        {
-            JSON_THROW(detail::parse_error::create(106, 0, detail::concat("array index '", s, "' must not begin with '0'"), nullptr));
-        }
-
-        // error condition (cf. RFC 6901, Sect. 4)
-        if (JSON_HEDLEY_UNLIKELY(s.size() > 1 && !(s[0] >= '1' && s[0] <= '9')))
-        {
-            JSON_THROW(detail::parse_error::create(109, 0, detail::concat("array index '", s, "' is not a number"), nullptr));
-        }
-
-        const char* p = s.c_str();
-        char* p_end = nullptr;
-        errno = 0; // strtoull doesn't reset errno
-        unsigned long long res = std::strtoull(p, &p_end, 10); // NOLINT(runtime/int)
-        if (p == p_end // invalid input or empty string
-                || errno == ERANGE // out of range
-                || JSON_HEDLEY_UNLIKELY(static_cast<std::size_t>(p_end - p) != s.size())) // incomplete read
-        {
-            JSON_THROW(detail::out_of_range::create(404, detail::concat("unresolved reference token '", s, "'"), nullptr));
-        }
-
-        // only triggered on special platforms (like 32bit), see also
-        // https://github.com/nlohmann/json/pull/2203
-        if (res >= static_cast<unsigned long long>((std::numeric_limits<size_type>::max)()))  // NOLINT(runtime/int)
-        {
-            JSON_THROW(detail::out_of_range::create(410, detail::concat("array index ", s, " exceeds size_type"), nullptr));   // LCOV_EXCL_LINE
-        }
-
-        return static_cast<size_type>(res);
-    }
-
-  JSON_PRIVATE_UNLESS_TESTED:
-    json_pointer top() const
-    {
-        if (JSON_HEDLEY_UNLIKELY(empty()))
-        {
-            JSON_THROW(detail::out_of_range::create(405, "JSON pointer has no parent", nullptr));
-        }
-
-        json_pointer result = *this;
-        result.reference_tokens = {reference_tokens[0]};
-        return result;
-    }
-
-  private:
-    /*!
-    @brief create and return a reference to the pointed to value
-
-    @complexity Linear in the number of reference tokens.
-
-    @throw parse_error.109 if array index is not a number
-    @throw type_error.313 if value cannot be unflattened
-    */
-    template<typename BasicJsonType>
-    BasicJsonType& get_and_create(BasicJsonType& j) const
-    {
-        auto* result = &j;
-
-        // in case no reference tokens exist, return a reference to the JSON value
-        // j which will be overwritten by a primitive value
-        for (const auto& reference_token : reference_tokens)
-        {
-            switch (result->type())
-            {
-                case detail::value_t::null:
-                {
-                    if (reference_token == "0")
-                    {
-                        // start a new array if reference token is 0
-                        result = &result->operator[](0);
-                    }
-                    else
-                    {
-                        // start a new object otherwise
-                        result = &result->operator[](reference_token);
-                    }
-                    break;
-                }
-
-                case detail::value_t::object:
-                {
-                    // create an entry in the object
-                    result = &result->operator[](reference_token);
-                    break;
-                }
-
-                case detail::value_t::array:
-                {
-                    // create an entry in the array
-                    result = &result->operator[](array_index<BasicJsonType>(reference_token));
-                    break;
-                }
-
-                /*
-                The following code is only reached if there exists a reference
-                token _and_ the current value is primitive. In this case, we have
-                an error situation, because primitive values may only occur as
-                single value; that is, with an empty list of reference tokens.
-                */
-                case detail::value_t::string:
-                case detail::value_t::boolean:
-                case detail::value_t::number_integer:
-                case detail::value_t::number_unsigned:
-                case detail::value_t::number_float:
-                case detail::value_t::binary:
-                case detail::value_t::discarded:
-                default:
-                    JSON_THROW(detail::type_error::create(313, "invalid value to unflatten", &j));
-            }
-        }
-
-        return *result;
-    }
-
-    /*!
-    @brief return a reference to the pointed to value
-
-    @note This version does not throw if a value is not present, but tries to
-          create nested values instead. For instance, calling this function
-          with pointer `"/this/that"` on a null value is equivalent to calling
-          `operator[]("this").operator[]("that")` on that value, effectively
-          changing the null value to an object.
-
-    @param[in] ptr  a JSON value
-
-    @return reference to the JSON value pointed to by the JSON pointer
-
-    @complexity Linear in the length of the JSON pointer.
-
-    @throw parse_error.106   if an array index begins with '0'
-    @throw parse_error.109   if an array index was not a number
-    @throw out_of_range.404  if the JSON pointer can not be resolved
-    */
-    template<typename BasicJsonType>
-    BasicJsonType& get_unchecked(BasicJsonType* ptr) const
-    {
-        for (const auto& reference_token : reference_tokens)
-        {
-            // convert null values to arrays or objects before continuing
-            if (ptr->is_null())
-            {
-                // check if reference token is a number
-                const bool nums =
-                    std::all_of(reference_token.begin(), reference_token.end(),
-                                [](const unsigned char x)
-                {
-                    return std::isdigit(x);
-                });
-
-                // change value to array for numbers or "-" or to object otherwise
-                *ptr = (nums || reference_token == "-")
-                       ? detail::value_t::array
-                       : detail::value_t::object;
-            }
-
-            switch (ptr->type())
-            {
-                case detail::value_t::object:
-                {
-                    // use unchecked object access
-                    ptr = &ptr->operator[](reference_token);
-                    break;
-                }
-
-                case detail::value_t::array:
-                {
-                    if (reference_token == "-")
-                    {
-                        // explicitly treat "-" as index beyond the end
-                        ptr = &ptr->operator[](ptr->m_value.array->size());
-                    }
-                    else
-                    {
-                        // convert array index to number; unchecked access
-                        ptr = &ptr->operator[](array_index<BasicJsonType>(reference_token));
-                    }
-                    break;
-                }
-
-                case detail::value_t::null:
-                case detail::value_t::string:
-                case detail::value_t::boolean:
-                case detail::value_t::number_integer:
-                case detail::value_t::number_unsigned:
-                case detail::value_t::number_float:
-                case detail::value_t::binary:
-                case detail::value_t::discarded:
-                default:
-                    JSON_THROW(detail::out_of_range::create(404, detail::concat("unresolved reference token '", reference_token, "'"), ptr));
-            }
-        }
-
-        return *ptr;
-    }
-
-    /*!
-    @throw parse_error.106   if an array index begins with '0'
-    @throw parse_error.109   if an array index was not a number
-    @throw out_of_range.402  if the array index '-' is used
-    @throw out_of_range.404  if the JSON pointer can not be resolved
-    */
-    template<typename BasicJsonType>
-    BasicJsonType& get_checked(BasicJsonType* ptr) const
-    {
-        for (const auto& reference_token : reference_tokens)
-        {
-            switch (ptr->type())
-            {
-                case detail::value_t::object:
-                {
-                    // note: at performs range check
-                    ptr = &ptr->at(reference_token);
-                    break;
-                }
-
-                case detail::value_t::array:
-                {
-                    if (JSON_HEDLEY_UNLIKELY(reference_token == "-"))
-                    {
-                        // "-" always fails the range check
-                        JSON_THROW(detail::out_of_range::create(402, detail::concat(
-                                "array index '-' (", std::to_string(ptr->m_value.array->size()),
-                                ") is out of range"), ptr));
-                    }
-
-                    // note: at performs range check
-                    ptr = &ptr->at(array_index<BasicJsonType>(reference_token));
-                    break;
-                }
-
-                case detail::value_t::null:
-                case detail::value_t::string:
-                case detail::value_t::boolean:
-                case detail::value_t::number_integer:
-                case detail::value_t::number_unsigned:
-                case detail::value_t::number_float:
-                case detail::value_t::binary:
-                case detail::value_t::discarded:
-                default:
-                    JSON_THROW(detail::out_of_range::create(404, detail::concat("unresolved reference token '", reference_token, "'"), ptr));
-            }
-        }
-
-        return *ptr;
-    }
-
-    /*!
-    @brief return a const reference to the pointed to value
-
-    @param[in] ptr  a JSON value
-
-    @return const reference to the JSON value pointed to by the JSON
-    pointer
-
-    @throw parse_error.106   if an array index begins with '0'
-    @throw parse_error.109   if an array index was not a number
-    @throw out_of_range.402  if the array index '-' is used
-    @throw out_of_range.404  if the JSON pointer can not be resolved
-    */
-    template<typename BasicJsonType>
-    const BasicJsonType& get_unchecked(const BasicJsonType* ptr) const
-    {
-        for (const auto& reference_token : reference_tokens)
-        {
-            switch (ptr->type())
-            {
-                case detail::value_t::object:
-                {
-                    // use unchecked object access
-                    ptr = &ptr->operator[](reference_token);
-                    break;
-                }
-
-                case detail::value_t::array:
-                {
-                    if (JSON_HEDLEY_UNLIKELY(reference_token == "-"))
-                    {
-                        // "-" cannot be used for const access
-                        JSON_THROW(detail::out_of_range::create(402, detail::concat("array index '-' (", std::to_string(ptr->m_value.array->size()), ") is out of range"), ptr));
-                    }
-
-                    // use unchecked array access
-                    ptr = &ptr->operator[](array_index<BasicJsonType>(reference_token));
-                    break;
-                }
-
-                case detail::value_t::null:
-                case detail::value_t::string:
-                case detail::value_t::boolean:
-                case detail::value_t::number_integer:
-                case detail::value_t::number_unsigned:
-                case detail::value_t::number_float:
-                case detail::value_t::binary:
-                case detail::value_t::discarded:
-                default:
-                    JSON_THROW(detail::out_of_range::create(404, detail::concat("unresolved reference token '", reference_token, "'"), ptr));
-            }
-        }
-
-        return *ptr;
-    }
-
-    /*!
-    @throw parse_error.106   if an array index begins with '0'
-    @throw parse_error.109   if an array index was not a number
-    @throw out_of_range.402  if the array index '-' is used
-    @throw out_of_range.404  if the JSON pointer can not be resolved
-    */
-    template<typename BasicJsonType>
-    const BasicJsonType& get_checked(const BasicJsonType* ptr) const
-    {
-        for (const auto& reference_token : reference_tokens)
-        {
-            switch (ptr->type())
-            {
-                case detail::value_t::object:
-                {
-                    // note: at performs range check
-                    ptr = &ptr->at(reference_token);
-                    break;
-                }
-
-                case detail::value_t::array:
-                {
-                    if (JSON_HEDLEY_UNLIKELY(reference_token == "-"))
-                    {
-                        // "-" always fails the range check
-                        JSON_THROW(detail::out_of_range::create(402, detail::concat(
-                                "array index '-' (", std::to_string(ptr->m_value.array->size()),
-                                ") is out of range"), ptr));
-                    }
-
-                    // note: at performs range check
-                    ptr = &ptr->at(array_index<BasicJsonType>(reference_token));
-                    break;
-                }
-
-                case detail::value_t::null:
-                case detail::value_t::string:
-                case detail::value_t::boolean:
-                case detail::value_t::number_integer:
-                case detail::value_t::number_unsigned:
-                case detail::value_t::number_float:
-                case detail::value_t::binary:
-                case detail::value_t::discarded:
-                default:
-                    JSON_THROW(detail::out_of_range::create(404, detail::concat("unresolved reference token '", reference_token, "'"), ptr));
-            }
-        }
-
-        return *ptr;
-    }
-
-    /*!
-    @throw parse_error.106   if an array index begins with '0'
-    @throw parse_error.109   if an array index was not a number
-    */
-    template<typename BasicJsonType>
-    bool contains(const BasicJsonType* ptr) const
-    {
-        for (const auto& reference_token : reference_tokens)
-        {
-            switch (ptr->type())
-            {
-                case detail::value_t::object:
-                {
-                    if (!ptr->contains(reference_token))
-                    {
-                        // we did not find the key in the object
-                        return false;
-                    }
-
-                    ptr = &ptr->operator[](reference_token);
-                    break;
-                }
-
-                case detail::value_t::array:
-                {
-                    if (JSON_HEDLEY_UNLIKELY(reference_token == "-"))
-                    {
-                        // "-" always fails the range check
-                        return false;
-                    }
-                    if (JSON_HEDLEY_UNLIKELY(reference_token.size() == 1 && !("0" <= reference_token && reference_token <= "9")))
-                    {
-                        // invalid char
-                        return false;
-                    }
-                    if (JSON_HEDLEY_UNLIKELY(reference_token.size() > 1))
-                    {
-                        if (JSON_HEDLEY_UNLIKELY(!('1' <= reference_token[0] && reference_token[0] <= '9')))
-                        {
-                            // first char should be between '1' and '9'
-                            return false;
-                        }
-                        for (std::size_t i = 1; i < reference_token.size(); i++)
-                        {
-                            if (JSON_HEDLEY_UNLIKELY(!('0' <= reference_token[i] && reference_token[i] <= '9')))
-                            {
-                                // other char should be between '0' and '9'
-                                return false;
-                            }
-                        }
-                    }
-
-                    const auto idx = array_index<BasicJsonType>(reference_token);
-                    if (idx >= ptr->size())
-                    {
-                        // index out of range
-                        return false;
-                    }
-
-                    ptr = &ptr->operator[](idx);
-                    break;
-                }
-
-                case detail::value_t::null:
-                case detail::value_t::string:
-                case detail::value_t::boolean:
-                case detail::value_t::number_integer:
-                case detail::value_t::number_unsigned:
-                case detail::value_t::number_float:
-                case detail::value_t::binary:
-                case detail::value_t::discarded:
-                default:
-                {
-                    // we do not expect primitive values if there is still a
-                    // reference token to process
-                    return false;
-                }
-            }
-        }
-
-        // no reference token left means we found a primitive value
-        return true;
-    }
-
-    /*!
-    @brief split the string input to reference tokens
-
-    @note This function is only called by the json_pointer constructor.
-          All exceptions below are documented there.
-
-    @throw parse_error.107  if the pointer is not empty or begins with '/'
-    @throw parse_error.108  if character '~' is not followed by '0' or '1'
-    */
-    static std::vector<string_t> split(const string_t& reference_string)
-    {
-        std::vector<string_t> result;
-
-        // special case: empty reference string -> no reference tokens
-        if (reference_string.empty())
-        {
-            return result;
-        }
-
-        // check if nonempty reference string begins with slash
-        if (JSON_HEDLEY_UNLIKELY(reference_string[0] != '/'))
-        {
-            JSON_THROW(detail::parse_error::create(107, 1, detail::concat("JSON pointer must be empty or begin with '/' - was: '", reference_string, "'"), nullptr));
-        }
-
-        // extract the reference tokens:
-        // - slash: position of the last read slash (or end of string)
-        // - start: position after the previous slash
-        for (
-            // search for the first slash after the first character
-            std::size_t slash = reference_string.find_first_of('/', 1),
-            // set the beginning of the first reference token
-            start = 1;
-            // we can stop if start == 0 (if slash == string_t::npos)
-            start != 0;
-            // set the beginning of the next reference token
-            // (will eventually be 0 if slash == string_t::npos)
-            start = (slash == string_t::npos) ? 0 : slash + 1,
-            // find next slash
-            slash = reference_string.find_first_of('/', start))
-        {
-            // use the text between the beginning of the reference token
-            // (start) and the last slash (slash).
-            auto reference_token = reference_string.substr(start, slash - start);
-
-            // check reference tokens are properly escaped
-            for (std::size_t pos = reference_token.find_first_of('~');
-                    pos != string_t::npos;
-                    pos = reference_token.find_first_of('~', pos + 1))
-            {
-                JSON_ASSERT(reference_token[pos] == '~');
-
-                // ~ must be followed by 0 or 1
-                if (JSON_HEDLEY_UNLIKELY(pos == reference_token.size() - 1 ||
-                                         (reference_token[pos + 1] != '0' &&
-                                          reference_token[pos + 1] != '1')))
-                {
-                    JSON_THROW(detail::parse_error::create(108, 0, "escape character '~' must be followed with '0' or '1'", nullptr));
-                }
-            }
-
-            // finally, store the reference token
-            detail::unescape(reference_token);
-            result.push_back(reference_token);
-        }
-
-        return result;
-    }
-
-  private:
-    /*!
-    @param[in] reference_string  the reference string to the current value
-    @param[in] value             the value to consider
-    @param[in,out] result        the result object to insert values to
-
-    @note Empty objects or arrays are flattened to `null`.
-    */
-    template<typename BasicJsonType>
-    static void flatten(const string_t& reference_string,
-                        const BasicJsonType& value,
-                        BasicJsonType& result)
-    {
-        switch (value.type())
-        {
-            case detail::value_t::array:
-            {
-                if (value.m_value.array->empty())
-                {
-                    // flatten empty array as null
-                    result[reference_string] = nullptr;
-                }
-                else
-                {
-                    // iterate array and use index as reference string
-                    for (std::size_t i = 0; i < value.m_value.array->size(); ++i)
-                    {
-                        flatten(detail::concat(reference_string, '/', std::to_string(i)),
-                                value.m_value.array->operator[](i), result);
-                    }
-                }
-                break;
-            }
-
-            case detail::value_t::object:
-            {
-                if (value.m_value.object->empty())
-                {
-                    // flatten empty object as null
-                    result[reference_string] = nullptr;
-                }
-                else
-                {
-                    // iterate object and use keys as reference string
-                    for (const auto& element : *value.m_value.object)
-                    {
-                        flatten(detail::concat(reference_string, '/', detail::escape(element.first)), element.second, result);
-                    }
-                }
-                break;
-            }
-
-            case detail::value_t::null:
-            case detail::value_t::string:
-            case detail::value_t::boolean:
-            case detail::value_t::number_integer:
-            case detail::value_t::number_unsigned:
-            case detail::value_t::number_float:
-            case detail::value_t::binary:
-            case detail::value_t::discarded:
-            default:
-            {
-                // add primitive value with its reference string
-                result[reference_string] = value;
-                break;
-            }
-        }
-    }
-
-    /*!
-    @param[in] value  flattened JSON
-
-    @return unflattened JSON
-
-    @throw parse_error.109 if array index is not a number
-    @throw type_error.314  if value is not an object
-    @throw type_error.315  if object values are not primitive
-    @throw type_error.313  if value cannot be unflattened
-    */
-    template<typename BasicJsonType>
-    static BasicJsonType
-    unflatten(const BasicJsonType& value)
-    {
-        if (JSON_HEDLEY_UNLIKELY(!value.is_object()))
-        {
-            JSON_THROW(detail::type_error::create(314, "only objects can be unflattened", &value));
-        }
-
-        BasicJsonType result;
-
-        // iterate the JSON object values
-        for (const auto& element : *value.m_value.object)
-        {
-            if (JSON_HEDLEY_UNLIKELY(!element.second.is_primitive()))
-            {
-                JSON_THROW(detail::type_error::create(315, "values in object must be primitive", &element.second));
-            }
-
-            // assign value to reference pointed to by JSON pointer; Note that if
-            // the JSON pointer is "" (i.e., points to the whole value), function
-            // get_and_create returns a reference to result itself. An assignment
-            // will then create a primitive value.
-            json_pointer(element.first).get_and_create(result) = element.second;
-        }
-
-        return result;
-    }
-
-    // can't use conversion operator because of ambiguity
-    json_pointer<string_t> convert() const&
-    {
-        json_pointer<string_t> result;
-        result.reference_tokens = reference_tokens;
-        return result;
-    }
-
-    json_pointer<string_t> convert()&&
-    {
-        json_pointer<string_t> result;
-        result.reference_tokens = std::move(reference_tokens);
-        return result;
-    }
-
-  public:
-#if JSON_HAS_THREE_WAY_COMPARISON
-    /// @brief compares two JSON pointers for equality
-    /// @sa https://json.nlohmann.me/api/json_pointer/operator_eq/
-    template<typename RefStringTypeRhs>
-    bool operator==(const json_pointer<RefStringTypeRhs>& rhs) const noexcept
-    {
-        return reference_tokens == rhs.reference_tokens;
-    }
-
-    /// @brief compares JSON pointer and string for equality
-    /// @sa https://json.nlohmann.me/api/json_pointer/operator_eq/
-    JSON_HEDLEY_DEPRECATED_FOR(3.11.2, operator==(json_pointer))
-    bool operator==(const string_t& rhs) const
-    {
-        return *this == json_pointer(rhs);
-    }
-
-    /// @brief 3-way compares two JSON pointers
-    template<typename RefStringTypeRhs>
-    std::strong_ordering operator<=>(const json_pointer<RefStringTypeRhs>& rhs) const noexcept // *NOPAD*
-    {
-        return  reference_tokens <=> rhs.reference_tokens; // *NOPAD*
-    }
-#else
-    /// @brief compares two JSON pointers for equality
-    /// @sa https://json.nlohmann.me/api/json_pointer/operator_eq/
-    template<typename RefStringTypeLhs, typename RefStringTypeRhs>
-    // NOLINTNEXTLINE(readability-redundant-declaration)
-    friend bool operator==(const json_pointer<RefStringTypeLhs>& lhs,
-                           const json_pointer<RefStringTypeRhs>& rhs) noexcept;
-
-    /// @brief compares JSON pointer and string for equality
-    /// @sa https://json.nlohmann.me/api/json_pointer/operator_eq/
-    template<typename RefStringTypeLhs, typename StringType>
-    // NOLINTNEXTLINE(readability-redundant-declaration)
-    friend bool operator==(const json_pointer<RefStringTypeLhs>& lhs,
-                           const StringType& rhs);
-
-    /// @brief compares string and JSON pointer for equality
-    /// @sa https://json.nlohmann.me/api/json_pointer/operator_eq/
-    template<typename RefStringTypeRhs, typename StringType>
-    // NOLINTNEXTLINE(readability-redundant-declaration)
-    friend bool operator==(const StringType& lhs,
-                           const json_pointer<RefStringTypeRhs>& rhs);
-
-    /// @brief compares two JSON pointers for inequality
-    /// @sa https://json.nlohmann.me/api/json_pointer/operator_ne/
-    template<typename RefStringTypeLhs, typename RefStringTypeRhs>
-    // NOLINTNEXTLINE(readability-redundant-declaration)
-    friend bool operator!=(const json_pointer<RefStringTypeLhs>& lhs,
-                           const json_pointer<RefStringTypeRhs>& rhs) noexcept;
-
-    /// @brief compares JSON pointer and string for inequality
-    /// @sa https://json.nlohmann.me/api/json_pointer/operator_ne/
-    template<typename RefStringTypeLhs, typename StringType>
-    // NOLINTNEXTLINE(readability-redundant-declaration)
-    friend bool operator!=(const json_pointer<RefStringTypeLhs>& lhs,
-                           const StringType& rhs);
-
-    /// @brief compares string and JSON pointer for inequality
-    /// @sa https://json.nlohmann.me/api/json_pointer/operator_ne/
-    template<typename RefStringTypeRhs, typename StringType>
-    // NOLINTNEXTLINE(readability-redundant-declaration)
-    friend bool operator!=(const StringType& lhs,
-                           const json_pointer<RefStringTypeRhs>& rhs);
-
-    /// @brief compares two JSON pointer for less-than
-    template<typename RefStringTypeLhs, typename RefStringTypeRhs>
-    // NOLINTNEXTLINE(readability-redundant-declaration)
-    friend bool operator<(const json_pointer<RefStringTypeLhs>& lhs,
-                          const json_pointer<RefStringTypeRhs>& rhs) noexcept;
-#endif
-
-  private:
-    /// the reference tokens
-    std::vector<string_t> reference_tokens;
-};
-
-#if !JSON_HAS_THREE_WAY_COMPARISON
-// functions cannot be defined inside class due to ODR violations
-template<typename RefStringTypeLhs, typename RefStringTypeRhs>
-inline bool operator==(const json_pointer<RefStringTypeLhs>& lhs,
-                       const json_pointer<RefStringTypeRhs>& rhs) noexcept
-{
-    return lhs.reference_tokens == rhs.reference_tokens;
-}
-
-template<typename RefStringTypeLhs,
-         typename StringType = typename json_pointer<RefStringTypeLhs>::string_t>
-JSON_HEDLEY_DEPRECATED_FOR(3.11.2, operator==(json_pointer, json_pointer))
-inline bool operator==(const json_pointer<RefStringTypeLhs>& lhs,
-                       const StringType& rhs)
-{
-    return lhs == json_pointer<RefStringTypeLhs>(rhs);
-}
-
-template<typename RefStringTypeRhs,
-         typename StringType = typename json_pointer<RefStringTypeRhs>::string_t>
-JSON_HEDLEY_DEPRECATED_FOR(3.11.2, operator==(json_pointer, json_pointer))
-inline bool operator==(const StringType& lhs,
-                       const json_pointer<RefStringTypeRhs>& rhs)
-{
-    return json_pointer<RefStringTypeRhs>(lhs) == rhs;
-}
-
-template<typename RefStringTypeLhs, typename RefStringTypeRhs>
-inline bool operator!=(const json_pointer<RefStringTypeLhs>& lhs,
-                       const json_pointer<RefStringTypeRhs>& rhs) noexcept
-{
-    return !(lhs == rhs);
-}
-
-template<typename RefStringTypeLhs,
-         typename StringType = typename json_pointer<RefStringTypeLhs>::string_t>
-JSON_HEDLEY_DEPRECATED_FOR(3.11.2, operator!=(json_pointer, json_pointer))
-inline bool operator!=(const json_pointer<RefStringTypeLhs>& lhs,
-                       const StringType& rhs)
-{
-    return !(lhs == rhs);
-}
-
-template<typename RefStringTypeRhs,
-         typename StringType = typename json_pointer<RefStringTypeRhs>::string_t>
-JSON_HEDLEY_DEPRECATED_FOR(3.11.2, operator!=(json_pointer, json_pointer))
-inline bool operator!=(const StringType& lhs,
-                       const json_pointer<RefStringTypeRhs>& rhs)
-{
-    return !(lhs == rhs);
-}
-
-template<typename RefStringTypeLhs, typename RefStringTypeRhs>
-inline bool operator<(const json_pointer<RefStringTypeLhs>& lhs,
-                      const json_pointer<RefStringTypeRhs>& rhs) noexcept
-{
-    return lhs.reference_tokens < rhs.reference_tokens;
-}
-#endif
-
-NLOHMANN_JSON_NAMESPACE_END
-
-// #include <nlohmann/detail/json_ref.hpp>
-//     __ _____ _____ _____
-//  __|  |   __|     |   | |  JSON for Modern C++
-// |  |  |__   |  |  | | | |  version 3.11.2
-// |_____|_____|_____|_|___|  https://github.com/nlohmann/json
-//
-// SPDX-FileCopyrightText: 2013-2022 Niels Lohmann <https://nlohmann.me>
-// SPDX-License-Identifier: MIT
-
-
-
-#include <initializer_list>
-#include <utility>
-
-// #include <nlohmann/detail/abi_macros.hpp>
-
-// #include <nlohmann/detail/meta/type_traits.hpp>
-
-
-NLOHMANN_JSON_NAMESPACE_BEGIN
-namespace detail
-{
-
-template<typename BasicJsonType>
-class json_ref
-{
-  public:
-    using value_type = BasicJsonType;
-
-    json_ref(value_type&& value)
-        : owned_value(std::move(value))
-    {}
-
-    json_ref(const value_type& value)
-        : value_ref(&value)
-    {}
-
-    json_ref(std::initializer_list<json_ref> init)
-        : owned_value(init)
-    {}
-
-    template <
-        class... Args,
-        enable_if_t<std::is_constructible<value_type, Args...>::value, int> = 0 >
-    json_ref(Args && ... args)
-        : owned_value(std::forward<Args>(args)...)
-    {}
-
-    // class should be movable only
-    json_ref(json_ref&&) noexcept = default;
-    json_ref(const json_ref&) = delete;
-    json_ref& operator=(const json_ref&) = delete;
-    json_ref& operator=(json_ref&&) = delete;
-    ~json_ref() = default;
-
-    value_type moved_or_copied() const
-    {
-        if (value_ref == nullptr)
-        {
-            return std::move(owned_value);
-        }
-        return *value_ref;
-    }
-
-    value_type const& operator*() const
-    {
-        return value_ref ? *value_ref : owned_value;
-    }
-
-    value_type const* operator->() const
-    {
-        return &** this;
-    }
-
-  private:
-    mutable value_type owned_value = nullptr;
-    value_type const* value_ref = nullptr;
-};
-
-}  // namespace detail
-NLOHMANN_JSON_NAMESPACE_END
-
-// #include <nlohmann/detail/macro_scope.hpp>
-
-// #include <nlohmann/detail/string_concat.hpp>
-
-// #include <nlohmann/detail/string_escape.hpp>
-
-// #include <nlohmann/detail/meta/cpp_future.hpp>
-
-// #include <nlohmann/detail/meta/type_traits.hpp>
-
-// #include <nlohmann/detail/output/binary_writer.hpp>
-//     __ _____ _____ _____
-//  __|  |   __|     |   | |  JSON for Modern C++
-// |  |  |__   |  |  | | | |  version 3.11.2
-// |_____|_____|_____|_|___|  https://github.com/nlohmann/json
-//
-// SPDX-FileCopyrightText: 2013-2022 Niels Lohmann <https://nlohmann.me>
-// SPDX-License-Identifier: MIT
-
-
-
-#include <algorithm> // reverse
-#include <array> // array
-#include <map> // map
-#include <cmath> // isnan, isinf
-#include <cstdint> // uint8_t, uint16_t, uint32_t, uint64_t
-#include <cstring> // memcpy
-#include <limits> // numeric_limits
-#include <string> // string
-#include <utility> // move
-#include <vector> // vector
-
-// #include <nlohmann/detail/input/binary_reader.hpp>
-
-// #include <nlohmann/detail/macro_scope.hpp>
-
-// #include <nlohmann/detail/output/output_adapters.hpp>
-//     __ _____ _____ _____
-//  __|  |   __|     |   | |  JSON for Modern C++
-// |  |  |__   |  |  | | | |  version 3.11.2
-// |_____|_____|_____|_|___|  https://github.com/nlohmann/json
-//
-// SPDX-FileCopyrightText: 2013-2022 Niels Lohmann <https://nlohmann.me>
-// SPDX-License-Identifier: MIT
-
-
-
-#include <algorithm> // copy
-#include <cstddef> // size_t
-#include <iterator> // back_inserter
-#include <memory> // shared_ptr, make_shared
-#include <string> // basic_string
-#include <vector> // vector
-
-#ifndef JSON_NO_IO
-    #include <ios>      // streamsize
-    #include <ostream>  // basic_ostream
-#endif  // JSON_NO_IO
-
-// #include <nlohmann/detail/macro_scope.hpp>
-
-
-NLOHMANN_JSON_NAMESPACE_BEGIN
-namespace detail
-{
-
-/// abstract output adapter interface
-template<typename CharType> struct output_adapter_protocol
-{
-    virtual void write_character(CharType c) = 0;
-    virtual void write_characters(const CharType* s, std::size_t length) = 0;
-    virtual ~output_adapter_protocol() = default;
-
-    output_adapter_protocol() = default;
-    output_adapter_protocol(const output_adapter_protocol&) = default;
-    output_adapter_protocol(output_adapter_protocol&&) noexcept = default;
-    output_adapter_protocol& operator=(const output_adapter_protocol&) = default;
-    output_adapter_protocol& operator=(output_adapter_protocol&&) noexcept = default;
-};
-
-/// a type to simplify interfaces
-template<typename CharType>
-using output_adapter_t = std::shared_ptr<output_adapter_protocol<CharType>>;
-
-/// output adapter for byte vectors
-template<typename CharType, typename AllocatorType = std::allocator<CharType>>
-class output_vector_adapter : public output_adapter_protocol<CharType>
-{
-  public:
-    explicit output_vector_adapter(std::vector<CharType, AllocatorType>& vec) noexcept
-        : v(vec)
-    {}
-
-    void write_character(CharType c) override
-    {
-        v.push_back(c);
-    }
-
-    JSON_HEDLEY_NON_NULL(2)
-    void write_characters(const CharType* s, std::size_t length) override
-    {
-        v.insert(v.end(), s, s + length);
-    }
-
-  private:
-    std::vector<CharType, AllocatorType>& v;
-};
-
-#ifndef JSON_NO_IO
-/// output adapter for output streams
-template<typename CharType>
-class output_stream_adapter : public output_adapter_protocol<CharType>
-{
-  public:
-    explicit output_stream_adapter(std::basic_ostream<CharType>& s) noexcept
-        : stream(s)
-    {}
-
-    void write_character(CharType c) override
-    {
-        stream.put(c);
-    }
-
-    JSON_HEDLEY_NON_NULL(2)
-    void write_characters(const CharType* s, std::size_t length) override
-    {
-        stream.write(s, static_cast<std::streamsize>(length));
-    }
-
-  private:
-    std::basic_ostream<CharType>& stream;
-};
-#endif  // JSON_NO_IO
-
-/// output adapter for basic_string
-template<typename CharType, typename StringType = std::basic_string<CharType>>
-class output_string_adapter : public output_adapter_protocol<CharType>
-{
-  public:
-    explicit output_string_adapter(StringType& s) noexcept
-        : str(s)
-    {}
-
-    void write_character(CharType c) override
-    {
-        str.push_back(c);
-    }
-
-    JSON_HEDLEY_NON_NULL(2)
-    void write_characters(const CharType* s, std::size_t length) override
-    {
-        str.append(s, length);
-    }
-
-  private:
-    StringType& str;
-};
-
-template<typename CharType, typename StringType = std::basic_string<CharType>>
-class output_adapter
-{
-  public:
-    template<typename AllocatorType = std::allocator<CharType>>
-    output_adapter(std::vector<CharType, AllocatorType>& vec)
-        : oa(std::make_shared<output_vector_adapter<CharType, AllocatorType>>(vec)) {}
-
-#ifndef JSON_NO_IO
-    output_adapter(std::basic_ostream<CharType>& s)
-        : oa(std::make_shared<output_stream_adapter<CharType>>(s)) {}
-#endif  // JSON_NO_IO
-
-    output_adapter(StringType& s)
-        : oa(std::make_shared<output_string_adapter<CharType, StringType>>(s)) {}
-
-    operator output_adapter_t<CharType>()
-    {
-        return oa;
-    }
-
-  private:
-    output_adapter_t<CharType> oa = nullptr;
-};
-
-}  // namespace detail
-NLOHMANN_JSON_NAMESPACE_END
-
-// #include <nlohmann/detail/string_concat.hpp>
-
-
-NLOHMANN_JSON_NAMESPACE_BEGIN
-namespace detail
-{
-
-///////////////////
-// binary writer //
-///////////////////
-
-/*!
-@brief serialization to CBOR and MessagePack values
-*/
-template<typename BasicJsonType, typename CharType>
-class binary_writer
-{
-    using string_t = typename BasicJsonType::string_t;
-    using binary_t = typename BasicJsonType::binary_t;
-    using number_float_t = typename BasicJsonType::number_float_t;
-
-  public:
-    /*!
-    @brief create a binary writer
-
-    @param[in] adapter  output adapter to write to
-    */
-    explicit binary_writer(output_adapter_t<CharType> adapter) : oa(std::move(adapter))
-    {
-        JSON_ASSERT(oa);
-    }
-
-    /*!
-    @param[in] j  JSON value to serialize
-    @pre       j.type() == value_t::object
-    */
-    void write_bson(const BasicJsonType& j)
-    {
-        switch (j.type())
-        {
-            case value_t::object:
-            {
-                write_bson_object(*j.m_value.object);
-                break;
-            }
-
-            case value_t::null:
-            case value_t::array:
-            case value_t::string:
-            case value_t::boolean:
-            case value_t::number_integer:
-            case value_t::number_unsigned:
-            case value_t::number_float:
-            case value_t::binary:
-            case value_t::discarded:
-            default:
-            {
-                JSON_THROW(type_error::create(317, concat("to serialize to BSON, top-level type must be object, but is ", j.type_name()), &j));
-            }
-        }
-    }
-
-    /*!
-    @param[in] j  JSON value to serialize
-    */
-    void write_cbor(const BasicJsonType& j)
-    {
-        switch (j.type())
-        {
-            case value_t::null:
-            {
-                oa->write_character(to_char_type(0xF6));
-                break;
-            }
-
-            case value_t::boolean:
-            {
-                oa->write_character(j.m_value.boolean
-                                    ? to_char_type(0xF5)
-                                    : to_char_type(0xF4));
-                break;
-            }
-
-            case value_t::number_integer:
-            {
-                if (j.m_value.number_integer >= 0)
-                {
-                    // CBOR does not differentiate between positive signed
-                    // integers and unsigned integers. Therefore, we used the
-                    // code from the value_t::number_unsigned case here.
-                    if (j.m_value.number_integer <= 0x17)
-                    {
-                        write_number(static_cast<std::uint8_t>(j.m_value.number_integer));
-                    }
-                    else if (j.m_value.number_integer <= (std::numeric_limits<std::uint8_t>::max)())
-                    {
-                        oa->write_character(to_char_type(0x18));
-                        write_number(static_cast<std::uint8_t>(j.m_value.number_integer));
-                    }
-                    else if (j.m_value.number_integer <= (std::numeric_limits<std::uint16_t>::max)())
-                    {
-                        oa->write_character(to_char_type(0x19));
-                        write_number(static_cast<std::uint16_t>(j.m_value.number_integer));
-                    }
-                    else if (j.m_value.number_integer <= (std::numeric_limits<std::uint32_t>::max)())
-                    {
-                        oa->write_character(to_char_type(0x1A));
-                        write_number(static_cast<std::uint32_t>(j.m_value.number_integer));
-                    }
-                    else
-                    {
-                        oa->write_character(to_char_type(0x1B));
-                        write_number(static_cast<std::uint64_t>(j.m_value.number_integer));
-                    }
-                }
-                else
-                {
-                    // The conversions below encode the sign in the first
-                    // byte, and the value is converted to a positive number.
-                    const auto positive_number = -1 - j.m_value.number_integer;
-                    if (j.m_value.number_integer >= -24)
-                    {
-                        write_number(static_cast<std::uint8_t>(0x20 + positive_number));
-                    }
-                    else if (positive_number <= (std::numeric_limits<std::uint8_t>::max)())
-                    {
-                        oa->write_character(to_char_type(0x38));
-                        write_number(static_cast<std::uint8_t>(positive_number));
-                    }
-                    else if (positive_number <= (std::numeric_limits<std::uint16_t>::max)())
-                    {
-                        oa->write_character(to_char_type(0x39));
-                        write_number(static_cast<std::uint16_t>(positive_number));
-                    }
-                    else if (positive_number <= (std::numeric_limits<std::uint32_t>::max)())
-                    {
-                        oa->write_character(to_char_type(0x3A));
-                        write_number(static_cast<std::uint32_t>(positive_number));
-                    }
-                    else
-                    {
-                        oa->write_character(to_char_type(0x3B));
-                        write_number(static_cast<std::uint64_t>(positive_number));
-                    }
-                }
-                break;
-            }
-
-            case value_t::number_unsigned:
-            {
-                if (j.m_value.number_unsigned <= 0x17)
-                {
-                    write_number(static_cast<std::uint8_t>(j.m_value.number_unsigned));
-                }
-                else if (j.m_value.number_unsigned <= (std::numeric_limits<std::uint8_t>::max)())
-                {
-                    oa->write_character(to_char_type(0x18));
-                    write_number(static_cast<std::uint8_t>(j.m_value.number_unsigned));
-                }
-                else if (j.m_value.number_unsigned <= (std::numeric_limits<std::uint16_t>::max)())
-                {
-                    oa->write_character(to_char_type(0x19));
-                    write_number(static_cast<std::uint16_t>(j.m_value.number_unsigned));
-                }
-                else if (j.m_value.number_unsigned <= (std::numeric_limits<std::uint32_t>::max)())
-                {
-                    oa->write_character(to_char_type(0x1A));
-                    write_number(static_cast<std::uint32_t>(j.m_value.number_unsigned));
-                }
-                else
-                {
-                    oa->write_character(to_char_type(0x1B));
-                    write_number(static_cast<std::uint64_t>(j.m_value.number_unsigned));
-                }
-                break;
-            }
-
-            case value_t::number_float:
-            {
-                if (std::isnan(j.m_value.number_float))
-                {
-                    // NaN is 0xf97e00 in CBOR
-                    oa->write_character(to_char_type(0xF9));
-                    oa->write_character(to_char_type(0x7E));
-                    oa->write_character(to_char_type(0x00));
-                }
-                else if (std::isinf(j.m_value.number_float))
-                {
-                    // Infinity is 0xf97c00, -Infinity is 0xf9fc00
-                    oa->write_character(to_char_type(0xf9));
-                    oa->write_character(j.m_value.number_float > 0 ? to_char_type(0x7C) : to_char_type(0xFC));
-                    oa->write_character(to_char_type(0x00));
-                }
-                else
-                {
-                    write_compact_float(j.m_value.number_float, detail::input_format_t::cbor);
-                }
-                break;
-            }
-
-            case value_t::string:
-            {
-                // step 1: write control byte and the string length
-                const auto N = j.m_value.string->size();
-                if (N <= 0x17)
-                {
-                    write_number(static_cast<std::uint8_t>(0x60 + N));
-                }
-                else if (N <= (std::numeric_limits<std::uint8_t>::max)())
-                {
-                    oa->write_character(to_char_type(0x78));
-                    write_number(static_cast<std::uint8_t>(N));
-                }
-                else if (N <= (std::numeric_limits<std::uint16_t>::max)())
-                {
-                    oa->write_character(to_char_type(0x79));
-                    write_number(static_cast<std::uint16_t>(N));
-                }
-                else if (N <= (std::numeric_limits<std::uint32_t>::max)())
-                {
-                    oa->write_character(to_char_type(0x7A));
-                    write_number(static_cast<std::uint32_t>(N));
-                }
-                // LCOV_EXCL_START
-                else if (N <= (std::numeric_limits<std::uint64_t>::max)())
-                {
-                    oa->write_character(to_char_type(0x7B));
-                    write_number(static_cast<std::uint64_t>(N));
-                }
-                // LCOV_EXCL_STOP
-
-                // step 2: write the string
-                oa->write_characters(
-                    reinterpret_cast<const CharType*>(j.m_value.string->c_str()),
-                    j.m_value.string->size());
-                break;
-            }
-
-            case value_t::array:
-            {
-                // step 1: write control byte and the array size
-                const auto N = j.m_value.array->size();
-                if (N <= 0x17)
-                {
-                    write_number(static_cast<std::uint8_t>(0x80 + N));
-                }
-                else if (N <= (std::numeric_limits<std::uint8_t>::max)())
-                {
-                    oa->write_character(to_char_type(0x98));
-                    write_number(static_cast<std::uint8_t>(N));
-                }
-                else if (N <= (std::numeric_limits<std::uint16_t>::max)())
-                {
-                    oa->write_character(to_char_type(0x99));
-                    write_number(static_cast<std::uint16_t>(N));
-                }
-                else if (N <= (std::numeric_limits<std::uint32_t>::max)())
-                {
-                    oa->write_character(to_char_type(0x9A));
-                    write_number(static_cast<std::uint32_t>(N));
-                }
-                // LCOV_EXCL_START
-                else if (N <= (std::numeric_limits<std::uint64_t>::max)())
-                {
-                    oa->write_character(to_char_type(0x9B));
-                    write_number(static_cast<std::uint64_t>(N));
-                }
-                // LCOV_EXCL_STOP
-
-                // step 2: write each element
-                for (const auto& el : *j.m_value.array)
-                {
-                    write_cbor(el);
-                }
-                break;
-            }
-
-            case value_t::binary:
-            {
-                if (j.m_value.binary->has_subtype())
-                {
-                    if (j.m_value.binary->subtype() <= (std::numeric_limits<std::uint8_t>::max)())
-                    {
-                        write_number(static_cast<std::uint8_t>(0xd8));
-                        write_number(static_cast<std::uint8_t>(j.m_value.binary->subtype()));
-                    }
-                    else if (j.m_value.binary->subtype() <= (std::numeric_limits<std::uint16_t>::max)())
-                    {
-                        write_number(static_cast<std::uint8_t>(0xd9));
-                        write_number(static_cast<std::uint16_t>(j.m_value.binary->subtype()));
-                    }
-                    else if (j.m_value.binary->subtype() <= (std::numeric_limits<std::uint32_t>::max)())
-                    {
-                        write_number(static_cast<std::uint8_t>(0xda));
-                        write_number(static_cast<std::uint32_t>(j.m_value.binary->subtype()));
-                    }
-                    else if (j.m_value.binary->subtype() <= (std::numeric_limits<std::uint64_t>::max)())
-                    {
-                        write_number(static_cast<std::uint8_t>(0xdb));
-                        write_number(static_cast<std::uint64_t>(j.m_value.binary->subtype()));
-                    }
-                }
-
-                // step 1: write control byte and the binary array size
-                const auto N = j.m_value.binary->size();
-                if (N <= 0x17)
-                {
-                    write_number(static_cast<std::uint8_t>(0x40 + N));
-                }
-                else if (N <= (std::numeric_limits<std::uint8_t>::max)())
-                {
-                    oa->write_character(to_char_type(0x58));
-                    write_number(static_cast<std::uint8_t>(N));
-                }
-                else if (N <= (std::numeric_limits<std::uint16_t>::max)())
-                {
-                    oa->write_character(to_char_type(0x59));
-                    write_number(static_cast<std::uint16_t>(N));
-                }
-                else if (N <= (std::numeric_limits<std::uint32_t>::max)())
-                {
-                    oa->write_character(to_char_type(0x5A));
-                    write_number(static_cast<std::uint32_t>(N));
-                }
-                // LCOV_EXCL_START
-                else if (N <= (std::numeric_limits<std::uint64_t>::max)())
-                {
-                    oa->write_character(to_char_type(0x5B));
-                    write_number(static_cast<std::uint64_t>(N));
-                }
-                // LCOV_EXCL_STOP
-
-                // step 2: write each element
-                oa->write_characters(
-                    reinterpret_cast<const CharType*>(j.m_value.binary->data()),
-                    N);
-
-                break;
-            }
-
-            case value_t::object:
-            {
-                // step 1: write control byte and the object size
-                const auto N = j.m_value.object->size();
-                if (N <= 0x17)
-                {
-                    write_number(static_cast<std::uint8_t>(0xA0 + N));
-                }
-                else if (N <= (std::numeric_limits<std::uint8_t>::max)())
-                {
-                    oa->write_character(to_char_type(0xB8));
-                    write_number(static_cast<std::uint8_t>(N));
-                }
-                else if (N <= (std::numeric_limits<std::uint16_t>::max)())
-                {
-                    oa->write_character(to_char_type(0xB9));
-                    write_number(static_cast<std::uint16_t>(N));
-                }
-                else if (N <= (std::numeric_limits<std::uint32_t>::max)())
-                {
-                    oa->write_character(to_char_type(0xBA));
-                    write_number(static_cast<std::uint32_t>(N));
-                }
-                // LCOV_EXCL_START
-                else if (N <= (std::numeric_limits<std::uint64_t>::max)())
-                {
-                    oa->write_character(to_char_type(0xBB));
-                    write_number(static_cast<std::uint64_t>(N));
-                }
-                // LCOV_EXCL_STOP
-
-                // step 2: write each element
-                for (const auto& el : *j.m_value.object)
-                {
-                    write_cbor(el.first);
-                    write_cbor(el.second);
-                }
-                break;
-            }
-
-            case value_t::discarded:
-            default:
-                break;
-        }
-    }
-
-    /*!
-    @param[in] j  JSON value to serialize
-    */
-    void write_msgpack(const BasicJsonType& j)
-    {
-        switch (j.type())
-        {
-            case value_t::null: // nil
-            {
-                oa->write_character(to_char_type(0xC0));
-                break;
-            }
-
-            case value_t::boolean: // true and false
-            {
-                oa->write_character(j.m_value.boolean
-                                    ? to_char_type(0xC3)
-                                    : to_char_type(0xC2));
-                break;
-            }
-
-            case value_t::number_integer:
-            {
-                if (j.m_value.number_integer >= 0)
-                {
-                    // MessagePack does not differentiate between positive
-                    // signed integers and unsigned integers. Therefore, we used
-                    // the code from the value_t::number_unsigned case here.
-                    if (j.m_value.number_unsigned < 128)
-                    {
-                        // positive fixnum
-                        write_number(static_cast<std::uint8_t>(j.m_value.number_integer));
-                    }
-                    else if (j.m_value.number_unsigned <= (std::numeric_limits<std::uint8_t>::max)())
-                    {
-                        // uint 8
-                        oa->write_character(to_char_type(0xCC));
-                        write_number(static_cast<std::uint8_t>(j.m_value.number_integer));
-                    }
-                    else if (j.m_value.number_unsigned <= (std::numeric_limits<std::uint16_t>::max)())
-                    {
-                        // uint 16
-                        oa->write_character(to_char_type(0xCD));
-                        write_number(static_cast<std::uint16_t>(j.m_value.number_integer));
-                    }
-                    else if (j.m_value.number_unsigned <= (std::numeric_limits<std::uint32_t>::max)())
-                    {
-                        // uint 32
-                        oa->write_character(to_char_type(0xCE));
-                        write_number(static_cast<std::uint32_t>(j.m_value.number_integer));
-                    }
-                    else if (j.m_value.number_unsigned <= (std::numeric_limits<std::uint64_t>::max)())
-                    {
-                        // uint 64
-                        oa->write_character(to_char_type(0xCF));
-                        write_number(static_cast<std::uint64_t>(j.m_value.number_integer));
-                    }
-                }
-                else
-                {
-                    if (j.m_value.number_integer >= -32)
-                    {
-                        // negative fixnum
-                        write_number(static_cast<std::int8_t>(j.m_value.number_integer));
-                    }
-                    else if (j.m_value.number_integer >= (std::numeric_limits<std::int8_t>::min)() &&
-                             j.m_value.number_integer <= (std::numeric_limits<std::int8_t>::max)())
-                    {
-                        // int 8
-                        oa->write_character(to_char_type(0xD0));
-                        write_number(static_cast<std::int8_t>(j.m_value.number_integer));
-                    }
-                    else if (j.m_value.number_integer >= (std::numeric_limits<std::int16_t>::min)() &&
-                             j.m_value.number_integer <= (std::numeric_limits<std::int16_t>::max)())
-                    {
-                        // int 16
-                        oa->write_character(to_char_type(0xD1));
-                        write_number(static_cast<std::int16_t>(j.m_value.number_integer));
-                    }
-                    else if (j.m_value.number_integer >= (std::numeric_limits<std::int32_t>::min)() &&
-                             j.m_value.number_integer <= (std::numeric_limits<std::int32_t>::max)())
-                    {
-                        // int 32
-                        oa->write_character(to_char_type(0xD2));
-                        write_number(static_cast<std::int32_t>(j.m_value.number_integer));
-                    }
-                    else if (j.m_value.number_integer >= (std::numeric_limits<std::int64_t>::min)() &&
-                             j.m_value.number_integer <= (std::numeric_limits<std::int64_t>::max)())
-                    {
-                        // int 64
-                        oa->write_character(to_char_type(0xD3));
-                        write_number(static_cast<std::int64_t>(j.m_value.number_integer));
-                    }
-                }
-                break;
-            }
-
-            case value_t::number_unsigned:
-            {
-                if (j.m_value.number_unsigned < 128)
-                {
-                    // positive fixnum
-                    write_number(static_cast<std::uint8_t>(j.m_value.number_integer));
-                }
-                else if (j.m_value.number_unsigned <= (std::numeric_limits<std::uint8_t>::max)())
-                {
-                    // uint 8
-                    oa->write_character(to_char_type(0xCC));
-                    write_number(static_cast<std::uint8_t>(j.m_value.number_integer));
-                }
-                else if (j.m_value.number_unsigned <= (std::numeric_limits<std::uint16_t>::max)())
-                {
-                    // uint 16
-                    oa->write_character(to_char_type(0xCD));
-                    write_number(static_cast<std::uint16_t>(j.m_value.number_integer));
-                }
-                else if (j.m_value.number_unsigned <= (std::numeric_limits<std::uint32_t>::max)())
-                {
-                    // uint 32
-                    oa->write_character(to_char_type(0xCE));
-                    write_number(static_cast<std::uint32_t>(j.m_value.number_integer));
-                }
-                else if (j.m_value.number_unsigned <= (std::numeric_limits<std::uint64_t>::max)())
-                {
-                    // uint 64
-                    oa->write_character(to_char_type(0xCF));
-                    write_number(static_cast<std::uint64_t>(j.m_value.number_integer));
-                }
-                break;
-            }
-
-            case value_t::number_float:
-            {
-                write_compact_float(j.m_value.number_float, detail::input_format_t::msgpack);
-                break;
-            }
-
-            case value_t::string:
-            {
-                // step 1: write control byte and the string length
-                const auto N = j.m_value.string->size();
-                if (N <= 31)
-                {
-                    // fixstr
-                    write_number(static_cast<std::uint8_t>(0xA0 | N));
-                }
-                else if (N <= (std::numeric_limits<std::uint8_t>::max)())
-                {
-                    // str 8
-                    oa->write_character(to_char_type(0xD9));
-                    write_number(static_cast<std::uint8_t>(N));
-                }
-                else if (N <= (std::numeric_limits<std::uint16_t>::max)())
-                {
-                    // str 16
-                    oa->write_character(to_char_type(0xDA));
-                    write_number(static_cast<std::uint16_t>(N));
-                }
-                else if (N <= (std::numeric_limits<std::uint32_t>::max)())
-                {
-                    // str 32
-                    oa->write_character(to_char_type(0xDB));
-                    write_number(static_cast<std::uint32_t>(N));
-                }
-
-                // step 2: write the string
-                oa->write_characters(
-                    reinterpret_cast<const CharType*>(j.m_value.string->c_str()),
-                    j.m_value.string->size());
-                break;
-            }
-
-            case value_t::array:
-            {
-                // step 1: write control byte and the array size
-                const auto N = j.m_value.array->size();
-                if (N <= 15)
-                {
-                    // fixarray
-                    write_number(static_cast<std::uint8_t>(0x90 | N));
-                }
-                else if (N <= (std::numeric_limits<std::uint16_t>::max)())
-                {
-                    // array 16
-                    oa->write_character(to_char_type(0xDC));
-                    write_number(static_cast<std::uint16_t>(N));
-                }
-                else if (N <= (std::numeric_limits<std::uint32_t>::max)())
-                {
-                    // array 32
-                    oa->write_character(to_char_type(0xDD));
-                    write_number(static_cast<std::uint32_t>(N));
-                }
-
-                // step 2: write each element
-                for (const auto& el : *j.m_value.array)
-                {
-                    write_msgpack(el);
-                }
-                break;
-            }
-
-            case value_t::binary:
-            {
-                // step 0: determine if the binary type has a set subtype to
-                // determine whether or not to use the ext or fixext types
-                const bool use_ext = j.m_value.binary->has_subtype();
-
-                // step 1: write control byte and the byte string length
-                const auto N = j.m_value.binary->size();
-                if (N <= (std::numeric_limits<std::uint8_t>::max)())
-                {
-                    std::uint8_t output_type{};
-                    bool fixed = true;
-                    if (use_ext)
-                    {
-                        switch (N)
-                        {
-                            case 1:
-                                output_type = 0xD4; // fixext 1
-                                break;
-                            case 2:
-                                output_type = 0xD5; // fixext 2
-                                break;
-                            case 4:
-                                output_type = 0xD6; // fixext 4
-                                break;
-                            case 8:
-                                output_type = 0xD7; // fixext 8
-                                break;
-                            case 16:
-                                output_type = 0xD8; // fixext 16
-                                break;
-                            default:
-                                output_type = 0xC7; // ext 8
-                                fixed = false;
-                                break;
-                        }
-
-                    }
-                    else
-                    {
-                        output_type = 0xC4; // bin 8
-                        fixed = false;
-                    }
-
-                    oa->write_character(to_char_type(output_type));
-                    if (!fixed)
-                    {
-                        write_number(static_cast<std::uint8_t>(N));
-                    }
-                }
-                else if (N <= (std::numeric_limits<std::uint16_t>::max)())
-                {
-                    std::uint8_t output_type = use_ext
-                                               ? 0xC8 // ext 16
-                                               : 0xC5; // bin 16
-
-                    oa->write_character(to_char_type(output_type));
-                    write_number(static_cast<std::uint16_t>(N));
-                }
-                else if (N <= (std::numeric_limits<std::uint32_t>::max)())
-                {
-                    std::uint8_t output_type = use_ext
-                                               ? 0xC9 // ext 32
-                                               : 0xC6; // bin 32
-
-                    oa->write_character(to_char_type(output_type));
-                    write_number(static_cast<std::uint32_t>(N));
-                }
-
-                // step 1.5: if this is an ext type, write the subtype
-                if (use_ext)
-                {
-                    write_number(static_cast<std::int8_t>(j.m_value.binary->subtype()));
-                }
-
-                // step 2: write the byte string
-                oa->write_characters(
-                    reinterpret_cast<const CharType*>(j.m_value.binary->data()),
-                    N);
-
-                break;
-            }
-
-            case value_t::object:
-            {
-                // step 1: write control byte and the object size
-                const auto N = j.m_value.object->size();
-                if (N <= 15)
-                {
-                    // fixmap
-                    write_number(static_cast<std::uint8_t>(0x80 | (N & 0xF)));
-                }
-                else if (N <= (std::numeric_limits<std::uint16_t>::max)())
-                {
-                    // map 16
-                    oa->write_character(to_char_type(0xDE));
-                    write_number(static_cast<std::uint16_t>(N));
-                }
-                else if (N <= (std::numeric_limits<std::uint32_t>::max)())
-                {
-                    // map 32
-                    oa->write_character(to_char_type(0xDF));
-                    write_number(static_cast<std::uint32_t>(N));
-                }
-
-                // step 2: write each element
-                for (const auto& el : *j.m_value.object)
-                {
-                    write_msgpack(el.first);
-                    write_msgpack(el.second);
-                }
-                break;
-            }
-
-            case value_t::discarded:
-            default:
-                break;
-        }
-    }
-
-    /*!
-    @param[in] j  JSON value to serialize
-    @param[in] use_count   whether to use '#' prefixes (optimized format)
-    @param[in] use_type    whether to use '$' prefixes (optimized format)
-    @param[in] add_prefix  whether prefixes need to be used for this value
-    @param[in] use_bjdata  whether write in BJData format, default is false
-    */
-    void write_ubjson(const BasicJsonType& j, const bool use_count,
-                      const bool use_type, const bool add_prefix = true,
-                      const bool use_bjdata = false)
-    {
-        switch (j.type())
-        {
-            case value_t::null:
-            {
-                if (add_prefix)
-                {
-                    oa->write_character(to_char_type('Z'));
-                }
-                break;
-            }
-
-            case value_t::boolean:
-            {
-                if (add_prefix)
-                {
-                    oa->write_character(j.m_value.boolean
-                                        ? to_char_type('T')
-                                        : to_char_type('F'));
-                }
-                break;
-            }
-
-            case value_t::number_integer:
-            {
-                write_number_with_ubjson_prefix(j.m_value.number_integer, add_prefix, use_bjdata);
-                break;
-            }
-
-            case value_t::number_unsigned:
-            {
-                write_number_with_ubjson_prefix(j.m_value.number_unsigned, add_prefix, use_bjdata);
-                break;
-            }
-
-            case value_t::number_float:
-            {
-                write_number_with_ubjson_prefix(j.m_value.number_float, add_prefix, use_bjdata);
-                break;
-            }
-
-            case value_t::string:
-            {
-                if (add_prefix)
-                {
-                    oa->write_character(to_char_type('S'));
-                }
-                write_number_with_ubjson_prefix(j.m_value.string->size(), true, use_bjdata);
-                oa->write_characters(
-                    reinterpret_cast<const CharType*>(j.m_value.string->c_str()),
-                    j.m_value.string->size());
-                break;
-            }
-
-            case value_t::array:
-            {
-                if (add_prefix)
-                {
-                    oa->write_character(to_char_type('['));
-                }
-
-                bool prefix_required = true;
-                if (use_type && !j.m_value.array->empty())
-                {
-                    JSON_ASSERT(use_count);
-                    const CharType first_prefix = ubjson_prefix(j.front(), use_bjdata);
-                    const bool same_prefix = std::all_of(j.begin() + 1, j.end(),
-                                                         [this, first_prefix, use_bjdata](const BasicJsonType & v)
-                    {
-                        return ubjson_prefix(v, use_bjdata) == first_prefix;
-                    });
-
-                    std::vector<CharType> bjdx = {'[', '{', 'S', 'H', 'T', 'F', 'N', 'Z'}; // excluded markers in bjdata optimized type
-
-                    if (same_prefix && !(use_bjdata && std::find(bjdx.begin(), bjdx.end(), first_prefix) != bjdx.end()))
-                    {
-                        prefix_required = false;
-                        oa->write_character(to_char_type('$'));
-                        oa->write_character(first_prefix);
-                    }
-                }
-
-                if (use_count)
-                {
-                    oa->write_character(to_char_type('#'));
-                    write_number_with_ubjson_prefix(j.m_value.array->size(), true, use_bjdata);
-                }
-
-                for (const auto& el : *j.m_value.array)
-                {
-                    write_ubjson(el, use_count, use_type, prefix_required, use_bjdata);
-                }
-
-                if (!use_count)
-                {
-                    oa->write_character(to_char_type(']'));
-                }
-
-                break;
-            }
-
-            case value_t::binary:
-            {
-                if (add_prefix)
-                {
-                    oa->write_character(to_char_type('['));
-                }
-
-                if (use_type && !j.m_value.binary->empty())
-                {
-                    JSON_ASSERT(use_count);
-                    oa->write_character(to_char_type('$'));
-                    oa->write_character('U');
-                }
-
-                if (use_count)
-                {
-                    oa->write_character(to_char_type('#'));
-                    write_number_with_ubjson_prefix(j.m_value.binary->size(), true, use_bjdata);
-                }
-
-                if (use_type)
-                {
-                    oa->write_characters(
-                        reinterpret_cast<const CharType*>(j.m_value.binary->data()),
-                        j.m_value.binary->size());
-                }
-                else
-                {
-                    for (size_t i = 0; i < j.m_value.binary->size(); ++i)
-                    {
-                        oa->write_character(to_char_type('U'));
-                        oa->write_character(j.m_value.binary->data()[i]);
-                    }
-                }
-
-                if (!use_count)
-                {
-                    oa->write_character(to_char_type(']'));
-                }
-
-                break;
-            }
-
-            case value_t::object:
-            {
-                if (use_bjdata && j.m_value.object->size() == 3 && j.m_value.object->find("_ArrayType_") != j.m_value.object->end() && j.m_value.object->find("_ArraySize_") != j.m_value.object->end() && j.m_value.object->find("_ArrayData_") != j.m_value.object->end())
-                {
-                    if (!write_bjdata_ndarray(*j.m_value.object, use_count, use_type))  // decode bjdata ndarray in the JData format (https://github.com/NeuroJSON/jdata)
-                    {
-                        break;
-                    }
-                }
-
-                if (add_prefix)
-                {
-                    oa->write_character(to_char_type('{'));
-                }
-
-                bool prefix_required = true;
-                if (use_type && !j.m_value.object->empty())
-                {
-                    JSON_ASSERT(use_count);
-                    const CharType first_prefix = ubjson_prefix(j.front(), use_bjdata);
-                    const bool same_prefix = std::all_of(j.begin(), j.end(),
-                                                         [this, first_prefix, use_bjdata](const BasicJsonType & v)
-                    {
-                        return ubjson_prefix(v, use_bjdata) == first_prefix;
-                    });
-
-                    std::vector<CharType> bjdx = {'[', '{', 'S', 'H', 'T', 'F', 'N', 'Z'}; // excluded markers in bjdata optimized type
-
-                    if (same_prefix && !(use_bjdata && std::find(bjdx.begin(), bjdx.end(), first_prefix) != bjdx.end()))
-                    {
-                        prefix_required = false;
-                        oa->write_character(to_char_type('$'));
-                        oa->write_character(first_prefix);
-                    }
-                }
-
-                if (use_count)
-                {
-                    oa->write_character(to_char_type('#'));
-                    write_number_with_ubjson_prefix(j.m_value.object->size(), true, use_bjdata);
-                }
-
-                for (const auto& el : *j.m_value.object)
-                {
-                    write_number_with_ubjson_prefix(el.first.size(), true, use_bjdata);
-                    oa->write_characters(
-                        reinterpret_cast<const CharType*>(el.first.c_str()),
-                        el.first.size());
-                    write_ubjson(el.second, use_count, use_type, prefix_required, use_bjdata);
-                }
-
-                if (!use_count)
-                {
-                    oa->write_character(to_char_type('}'));
-                }
-
-                break;
-            }
-
-            case value_t::discarded:
-            default:
-                break;
-        }
-    }
-
-  private:
-    //////////
-    // BSON //
-    //////////
-
-    /*!
-    @return The size of a BSON document entry header, including the id marker
-            and the entry name size (and its null-terminator).
-    */
-    static std::size_t calc_bson_entry_header_size(const string_t& name, const BasicJsonType& j)
-    {
-        const auto it = name.find(static_cast<typename string_t::value_type>(0));
-        if (JSON_HEDLEY_UNLIKELY(it != BasicJsonType::string_t::npos))
-        {
-            JSON_THROW(out_of_range::create(409, concat("BSON key cannot contain code point U+0000 (at byte ", std::to_string(it), ")"), &j));
-            static_cast<void>(j);
-        }
-
-        return /*id*/ 1ul + name.size() + /*zero-terminator*/1u;
-    }
-
-    /*!
-    @brief Writes the given @a element_type and @a name to the output adapter
-    */
-    void write_bson_entry_header(const string_t& name,
-                                 const std::uint8_t element_type)
-    {
-        oa->write_character(to_char_type(element_type)); // boolean
-        oa->write_characters(
-            reinterpret_cast<const CharType*>(name.c_str()),
-            name.size() + 1u);
-    }
-
-    /*!
-    @brief Writes a BSON element with key @a name and boolean value @a value
-    */
-    void write_bson_boolean(const string_t& name,
-                            const bool value)
-    {
-        write_bson_entry_header(name, 0x08);
-        oa->write_character(value ? to_char_type(0x01) : to_char_type(0x00));
-    }
-
-    /*!
-    @brief Writes a BSON element with key @a name and double value @a value
-    */
-    void write_bson_double(const string_t& name,
-                           const double value)
-    {
-        write_bson_entry_header(name, 0x01);
-        write_number<double>(value, true);
-    }
-
-    /*!
-    @return The size of the BSON-encoded string in @a value
-    */
-    static std::size_t calc_bson_string_size(const string_t& value)
-    {
-        return sizeof(std::int32_t) + value.size() + 1ul;
-    }
-
-    /*!
-    @brief Writes a BSON element with key @a name and string value @a value
-    */
-    void write_bson_string(const string_t& name,
-                           const string_t& value)
-    {
-        write_bson_entry_header(name, 0x02);
-
-        write_number<std::int32_t>(static_cast<std::int32_t>(value.size() + 1ul), true);
-        oa->write_characters(
-            reinterpret_cast<const CharType*>(value.c_str()),
-            value.size() + 1);
-    }
-
-    /*!
-    @brief Writes a BSON element with key @a name and null value
-    */
-    void write_bson_null(const string_t& name)
-    {
-        write_bson_entry_header(name, 0x0A);
-    }
-
-    /*!
-    @return The size of the BSON-encoded integer @a value
-    */
-    static std::size_t calc_bson_integer_size(const std::int64_t value)
-    {
-        return (std::numeric_limits<std::int32_t>::min)() <= value && value <= (std::numeric_limits<std::int32_t>::max)()
-               ? sizeof(std::int32_t)
-               : sizeof(std::int64_t);
-    }
-
-    /*!
-    @brief Writes a BSON element with key @a name and integer @a value
-    */
-    void write_bson_integer(const string_t& name,
-                            const std::int64_t value)
-    {
-        if ((std::numeric_limits<std::int32_t>::min)() <= value && value <= (std::numeric_limits<std::int32_t>::max)())
-        {
-            write_bson_entry_header(name, 0x10); // int32
-            write_number<std::int32_t>(static_cast<std::int32_t>(value), true);
-        }
-        else
-        {
-            write_bson_entry_header(name, 0x12); // int64
-            write_number<std::int64_t>(static_cast<std::int64_t>(value), true);
-        }
-    }
-
-    /*!
-    @return The size of the BSON-encoded unsigned integer in @a j
-    */
-    static constexpr std::size_t calc_bson_unsigned_size(const std::uint64_t value) noexcept
-    {
-        return (value <= static_cast<std::uint64_t>((std::numeric_limits<std::int32_t>::max)()))
-               ? sizeof(std::int32_t)
-               : sizeof(std::int64_t);
-    }
-
-    /*!
-    @brief Writes a BSON element with key @a name and unsigned @a value
-    */
-    void write_bson_unsigned(const string_t& name,
-                             const BasicJsonType& j)
-    {
-        if (j.m_value.number_unsigned <= static_cast<std::uint64_t>((std::numeric_limits<std::int32_t>::max)()))
-        {
-            write_bson_entry_header(name, 0x10 /* int32 */);
-            write_number<std::int32_t>(static_cast<std::int32_t>(j.m_value.number_unsigned), true);
-        }
-        else if (j.m_value.number_unsigned <= static_cast<std::uint64_t>((std::numeric_limits<std::int64_t>::max)()))
-        {
-            write_bson_entry_header(name, 0x12 /* int64 */);
-            write_number<std::int64_t>(static_cast<std::int64_t>(j.m_value.number_unsigned), true);
-        }
-        else
-        {
-            JSON_THROW(out_of_range::create(407, concat("integer number ", std::to_string(j.m_value.number_unsigned), " cannot be represented by BSON as it does not fit int64"), &j));
-        }
-    }
-
-    /*!
-    @brief Writes a BSON element with key @a name and object @a value
-    */
-    void write_bson_object_entry(const string_t& name,
-                                 const typename BasicJsonType::object_t& value)
-    {
-        write_bson_entry_header(name, 0x03); // object
-        write_bson_object(value);
-    }
-
-    /*!
-    @return The size of the BSON-encoded array @a value
-    */
-    static std::size_t calc_bson_array_size(const typename BasicJsonType::array_t& value)
-    {
-        std::size_t array_index = 0ul;
-
-        const std::size_t embedded_document_size = std::accumulate(std::begin(value), std::end(value), static_cast<std::size_t>(0), [&array_index](std::size_t result, const typename BasicJsonType::array_t::value_type & el)
-        {
-            return result + calc_bson_element_size(std::to_string(array_index++), el);
-        });
-
-        return sizeof(std::int32_t) + embedded_document_size + 1ul;
-    }
-
-    /*!
-    @return The size of the BSON-encoded binary array @a value
-    */
-    static std::size_t calc_bson_binary_size(const typename BasicJsonType::binary_t& value)
-    {
-        return sizeof(std::int32_t) + value.size() + 1ul;
-    }
-
-    /*!
-    @brief Writes a BSON element with key @a name and array @a value
-    */
-    void write_bson_array(const string_t& name,
-                          const typename BasicJsonType::array_t& value)
-    {
-        write_bson_entry_header(name, 0x04); // array
-        write_number<std::int32_t>(static_cast<std::int32_t>(calc_bson_array_size(value)), true);
-
-        std::size_t array_index = 0ul;
-
-        for (const auto& el : value)
-        {
-            write_bson_element(std::to_string(array_index++), el);
-        }
-
-        oa->write_character(to_char_type(0x00));
-    }
-
-    /*!
-    @brief Writes a BSON element with key @a name and binary value @a value
-    */
-    void write_bson_binary(const string_t& name,
-                           const binary_t& value)
-    {
-        write_bson_entry_header(name, 0x05);
-
-        write_number<std::int32_t>(static_cast<std::int32_t>(value.size()), true);
-        write_number(value.has_subtype() ? static_cast<std::uint8_t>(value.subtype()) : static_cast<std::uint8_t>(0x00));
-
-        oa->write_characters(reinterpret_cast<const CharType*>(value.data()), value.size());
-    }
-
-    /*!
-    @brief Calculates the size necessary to serialize the JSON value @a j with its @a name
-    @return The calculated size for the BSON document entry for @a j with the given @a name.
-    */
-    static std::size_t calc_bson_element_size(const string_t& name,
-            const BasicJsonType& j)
-    {
-        const auto header_size = calc_bson_entry_header_size(name, j);
-        switch (j.type())
-        {
-            case value_t::object:
-                return header_size + calc_bson_object_size(*j.m_value.object);
-
-            case value_t::array:
-                return header_size + calc_bson_array_size(*j.m_value.array);
-
-            case value_t::binary:
-                return header_size + calc_bson_binary_size(*j.m_value.binary);
-
-            case value_t::boolean:
-                return header_size + 1ul;
-
-            case value_t::number_float:
-                return header_size + 8ul;
-
-            case value_t::number_integer:
-                return header_size + calc_bson_integer_size(j.m_value.number_integer);
-
-            case value_t::number_unsigned:
-                return header_size + calc_bson_unsigned_size(j.m_value.number_unsigned);
-
-            case value_t::string:
-                return header_size + calc_bson_string_size(*j.m_value.string);
-
-            case value_t::null:
-                return header_size + 0ul;
-
-            // LCOV_EXCL_START
-            case value_t::discarded:
-            default:
-                JSON_ASSERT(false); // NOLINT(cert-dcl03-c,hicpp-static-assert,misc-static-assert)
-                return 0ul;
-                // LCOV_EXCL_STOP
-        }
-    }
-
-    /*!
-    @brief Serializes the JSON value @a j to BSON and associates it with the
-           key @a name.
-    @param name The name to associate with the JSON entity @a j within the
-                current BSON document
-    */
-    void write_bson_element(const string_t& name,
-                            const BasicJsonType& j)
-    {
-        switch (j.type())
-        {
-            case value_t::object:
-                return write_bson_object_entry(name, *j.m_value.object);
-
-            case value_t::array:
-                return write_bson_array(name, *j.m_value.array);
-
-            case value_t::binary:
-                return write_bson_binary(name, *j.m_value.binary);
-
-            case value_t::boolean:
-                return write_bson_boolean(name, j.m_value.boolean);
-
-            case value_t::number_float:
-                return write_bson_double(name, j.m_value.number_float);
-
-            case value_t::number_integer:
-                return write_bson_integer(name, j.m_value.number_integer);
-
-            case value_t::number_unsigned:
-                return write_bson_unsigned(name, j);
-
-            case value_t::string:
-                return write_bson_string(name, *j.m_value.string);
-
-            case value_t::null:
-                return write_bson_null(name);
-
-            // LCOV_EXCL_START
-            case value_t::discarded:
-            default:
-                JSON_ASSERT(false); // NOLINT(cert-dcl03-c,hicpp-static-assert,misc-static-assert)
-                return;
-                // LCOV_EXCL_STOP
-        }
-    }
-
-    /*!
-    @brief Calculates the size of the BSON serialization of the given
-           JSON-object @a j.
-    @param[in] value  JSON value to serialize
-    @pre       value.type() == value_t::object
-    */
-    static std::size_t calc_bson_object_size(const typename BasicJsonType::object_t& value)
-    {
-        std::size_t document_size = std::accumulate(value.begin(), value.end(), static_cast<std::size_t>(0),
-                                    [](size_t result, const typename BasicJsonType::object_t::value_type & el)
-        {
-            return result += calc_bson_element_size(el.first, el.second);
-        });
-
-        return sizeof(std::int32_t) + document_size + 1ul;
-    }
-
-    /*!
-    @param[in] value  JSON value to serialize
-    @pre       value.type() == value_t::object
-    */
-    void write_bson_object(const typename BasicJsonType::object_t& value)
-    {
-        write_number<std::int32_t>(static_cast<std::int32_t>(calc_bson_object_size(value)), true);
-
-        for (const auto& el : value)
-        {
-            write_bson_element(el.first, el.second);
-        }
-
-        oa->write_character(to_char_type(0x00));
-    }
-
-    //////////
-    // CBOR //
-    //////////
-
-    static constexpr CharType get_cbor_float_prefix(float /*unused*/)
-    {
-        return to_char_type(0xFA);  // Single-Precision Float
-    }
-
-    static constexpr CharType get_cbor_float_prefix(double /*unused*/)
-    {
-        return to_char_type(0xFB);  // Double-Precision Float
-    }
-
-    /////////////
-    // MsgPack //
-    /////////////
-
-    static constexpr CharType get_msgpack_float_prefix(float /*unused*/)
-    {
-        return to_char_type(0xCA);  // float 32
-    }
-
-    static constexpr CharType get_msgpack_float_prefix(double /*unused*/)
-    {
-        return to_char_type(0xCB);  // float 64
-    }
-
-    ////////////
-    // UBJSON //
-    ////////////
-
-    // UBJSON: write number (floating point)
-    template<typename NumberType, typename std::enable_if<
-                 std::is_floating_point<NumberType>::value, int>::type = 0>
-    void write_number_with_ubjson_prefix(const NumberType n,
-                                         const bool add_prefix,
-                                         const bool use_bjdata)
-    {
-        if (add_prefix)
-        {
-            oa->write_character(get_ubjson_float_prefix(n));
-        }
-        write_number(n, use_bjdata);
-    }
-
-    // UBJSON: write number (unsigned integer)
-    template<typename NumberType, typename std::enable_if<
-                 std::is_unsigned<NumberType>::value, int>::type = 0>
-    void write_number_with_ubjson_prefix(const NumberType n,
-                                         const bool add_prefix,
-                                         const bool use_bjdata)
-    {
-        if (n <= static_cast<std::uint64_t>((std::numeric_limits<std::int8_t>::max)()))
-        {
-            if (add_prefix)
-            {
-                oa->write_character(to_char_type('i'));  // int8
-            }
-            write_number(static_cast<std::uint8_t>(n), use_bjdata);
-        }
-        else if (n <= (std::numeric_limits<std::uint8_t>::max)())
-        {
-            if (add_prefix)
-            {
-                oa->write_character(to_char_type('U'));  // uint8
-            }
-            write_number(static_cast<std::uint8_t>(n), use_bjdata);
-        }
-        else if (n <= static_cast<std::uint64_t>((std::numeric_limits<std::int16_t>::max)()))
-        {
-            if (add_prefix)
-            {
-                oa->write_character(to_char_type('I'));  // int16
-            }
-            write_number(static_cast<std::int16_t>(n), use_bjdata);
-        }
-        else if (use_bjdata && n <= static_cast<uint64_t>((std::numeric_limits<uint16_t>::max)()))
-        {
-            if (add_prefix)
-            {
-                oa->write_character(to_char_type('u'));  // uint16 - bjdata only
-            }
-            write_number(static_cast<std::uint16_t>(n), use_bjdata);
-        }
-        else if (n <= static_cast<std::uint64_t>((std::numeric_limits<std::int32_t>::max)()))
-        {
-            if (add_prefix)
-            {
-                oa->write_character(to_char_type('l'));  // int32
-            }
-            write_number(static_cast<std::int32_t>(n), use_bjdata);
-        }
-        else if (use_bjdata && n <= static_cast<uint64_t>((std::numeric_limits<uint32_t>::max)()))
-        {
-            if (add_prefix)
-            {
-                oa->write_character(to_char_type('m'));  // uint32 - bjdata only
-            }
-            write_number(static_cast<std::uint32_t>(n), use_bjdata);
-        }
-        else if (n <= static_cast<std::uint64_t>((std::numeric_limits<std::int64_t>::max)()))
-        {
-            if (add_prefix)
-            {
-                oa->write_character(to_char_type('L'));  // int64
-            }
-            write_number(static_cast<std::int64_t>(n), use_bjdata);
-        }
-        else if (use_bjdata && n <= (std::numeric_limits<uint64_t>::max)())
-        {
-            if (add_prefix)
-            {
-                oa->write_character(to_char_type('M'));  // uint64 - bjdata only
-            }
-            write_number(static_cast<std::uint64_t>(n), use_bjdata);
-        }
-        else
-        {
-            if (add_prefix)
-            {
-                oa->write_character(to_char_type('H'));  // high-precision number
-            }
-
-            const auto number = BasicJsonType(n).dump();
-            write_number_with_ubjson_prefix(number.size(), true, use_bjdata);
-            for (std::size_t i = 0; i < number.size(); ++i)
-            {
-                oa->write_character(to_char_type(static_cast<std::uint8_t>(number[i])));
-            }
-        }
-    }
-
-    // UBJSON: write number (signed integer)
-    template < typename NumberType, typename std::enable_if <
-                   std::is_signed<NumberType>::value&&
-                   !std::is_floating_point<NumberType>::value, int >::type = 0 >
-    void write_number_with_ubjson_prefix(const NumberType n,
-                                         const bool add_prefix,
-                                         const bool use_bjdata)
-    {
-        if ((std::numeric_limits<std::int8_t>::min)() <= n && n <= (std::numeric_limits<std::int8_t>::max)())
-        {
-            if (add_prefix)
-            {
-                oa->write_character(to_char_type('i'));  // int8
-            }
-            write_number(static_cast<std::int8_t>(n), use_bjdata);
-        }
-        else if (static_cast<std::int64_t>((std::numeric_limits<std::uint8_t>::min)()) <= n && n <= static_cast<std::int64_t>((std::numeric_limits<std::uint8_t>::max)()))
-        {
-            if (add_prefix)
-            {
-                oa->write_character(to_char_type('U'));  // uint8
-            }
-            write_number(static_cast<std::uint8_t>(n), use_bjdata);
-        }
-        else if ((std::numeric_limits<std::int16_t>::min)() <= n && n <= (std::numeric_limits<std::int16_t>::max)())
-        {
-            if (add_prefix)
-            {
-                oa->write_character(to_char_type('I'));  // int16
-            }
-            write_number(static_cast<std::int16_t>(n), use_bjdata);
-        }
-        else if (use_bjdata && (static_cast<std::int64_t>((std::numeric_limits<std::uint16_t>::min)()) <= n && n <= static_cast<std::int64_t>((std::numeric_limits<std::uint16_t>::max)())))
-        {
-            if (add_prefix)
-            {
-                oa->write_character(to_char_type('u'));  // uint16 - bjdata only
-            }
-            write_number(static_cast<uint16_t>(n), use_bjdata);
-        }
-        else if ((std::numeric_limits<std::int32_t>::min)() <= n && n <= (std::numeric_limits<std::int32_t>::max)())
-        {
-            if (add_prefix)
-            {
-                oa->write_character(to_char_type('l'));  // int32
-            }
-            write_number(static_cast<std::int32_t>(n), use_bjdata);
-        }
-        else if (use_bjdata && (static_cast<std::int64_t>((std::numeric_limits<std::uint32_t>::min)()) <= n && n <= static_cast<std::int64_t>((std::numeric_limits<std::uint32_t>::max)())))
-        {
-            if (add_prefix)
-            {
-                oa->write_character(to_char_type('m'));  // uint32 - bjdata only
-            }
-            write_number(static_cast<uint32_t>(n), use_bjdata);
-        }
-        else if ((std::numeric_limits<std::int64_t>::min)() <= n && n <= (std::numeric_limits<std::int64_t>::max)())
-        {
-            if (add_prefix)
-            {
-                oa->write_character(to_char_type('L'));  // int64
-            }
-            write_number(static_cast<std::int64_t>(n), use_bjdata);
-        }
-        // LCOV_EXCL_START
-        else
-        {
-            if (add_prefix)
-            {
-                oa->write_character(to_char_type('H'));  // high-precision number
-            }
-
-            const auto number = BasicJsonType(n).dump();
-            write_number_with_ubjson_prefix(number.size(), true, use_bjdata);
-            for (std::size_t i = 0; i < number.size(); ++i)
-            {
-                oa->write_character(to_char_type(static_cast<std::uint8_t>(number[i])));
-            }
-        }
-        // LCOV_EXCL_STOP
-    }
-
-    /*!
-    @brief determine the type prefix of container values
-    */
-    CharType ubjson_prefix(const BasicJsonType& j, const bool use_bjdata) const noexcept
-    {
-        switch (j.type())
-        {
-            case value_t::null:
-                return 'Z';
-
-            case value_t::boolean:
-                return j.m_value.boolean ? 'T' : 'F';
-
-            case value_t::number_integer:
-            {
-                if ((std::numeric_limits<std::int8_t>::min)() <= j.m_value.number_integer && j.m_value.number_integer <= (std::numeric_limits<std::int8_t>::max)())
-                {
-                    return 'i';
-                }
-                if ((std::numeric_limits<std::uint8_t>::min)() <= j.m_value.number_integer && j.m_value.number_integer <= (std::numeric_limits<std::uint8_t>::max)())
-                {
-                    return 'U';
-                }
-                if ((std::numeric_limits<std::int16_t>::min)() <= j.m_value.number_integer && j.m_value.number_integer <= (std::numeric_limits<std::int16_t>::max)())
-                {
-                    return 'I';
-                }
-                if (use_bjdata && ((std::numeric_limits<std::uint16_t>::min)() <= j.m_value.number_integer && j.m_value.number_integer <= (std::numeric_limits<std::uint16_t>::max)()))
-                {
-                    return 'u';
-                }
-                if ((std::numeric_limits<std::int32_t>::min)() <= j.m_value.number_integer && j.m_value.number_integer <= (std::numeric_limits<std::int32_t>::max)())
-                {
-                    return 'l';
-                }
-                if (use_bjdata && ((std::numeric_limits<std::uint32_t>::min)() <= j.m_value.number_integer && j.m_value.number_integer <= (std::numeric_limits<std::uint32_t>::max)()))
-                {
-                    return 'm';
-                }
-                if ((std::numeric_limits<std::int64_t>::min)() <= j.m_value.number_integer && j.m_value.number_integer <= (std::numeric_limits<std::int64_t>::max)())
-                {
-                    return 'L';
-                }
-                // anything else is treated as high-precision number
-                return 'H'; // LCOV_EXCL_LINE
-            }
-
-            case value_t::number_unsigned:
-            {
-                if (j.m_value.number_unsigned <= static_cast<std::uint64_t>((std::numeric_limits<std::int8_t>::max)()))
-                {
-                    return 'i';
-                }
-                if (j.m_value.number_unsigned <= static_cast<std::uint64_t>((std::numeric_limits<std::uint8_t>::max)()))
-                {
-                    return 'U';
-                }
-                if (j.m_value.number_unsigned <= static_cast<std::uint64_t>((std::numeric_limits<std::int16_t>::max)()))
-                {
-                    return 'I';
-                }
-                if (use_bjdata && j.m_value.number_unsigned <= static_cast<std::uint64_t>((std::numeric_limits<std::uint16_t>::max)()))
-                {
-                    return 'u';
-                }
-                if (j.m_value.number_unsigned <= static_cast<std::uint64_t>((std::numeric_limits<std::int32_t>::max)()))
-                {
-                    return 'l';
-                }
-                if (use_bjdata && j.m_value.number_unsigned <= static_cast<std::uint64_t>((std::numeric_limits<std::uint32_t>::max)()))
-                {
-                    return 'm';
-                }
-                if (j.m_value.number_unsigned <= static_cast<std::uint64_t>((std::numeric_limits<std::int64_t>::max)()))
-                {
-                    return 'L';
-                }
-                if (use_bjdata && j.m_value.number_unsigned <= (std::numeric_limits<std::uint64_t>::max)())
-                {
-                    return 'M';
-                }
-                // anything else is treated as high-precision number
-                return 'H'; // LCOV_EXCL_LINE
-            }
-
-            case value_t::number_float:
-                return get_ubjson_float_prefix(j.m_value.number_float);
-
-            case value_t::string:
-                return 'S';
-
-            case value_t::array: // fallthrough
-            case value_t::binary:
-                return '[';
-
-            case value_t::object:
-                return '{';
-
-            case value_t::discarded:
-            default:  // discarded values
-                return 'N';
-        }
-    }
-
-    static constexpr CharType get_ubjson_float_prefix(float /*unused*/)
-    {
-        return 'd';  // float 32
-    }
-
-    static constexpr CharType get_ubjson_float_prefix(double /*unused*/)
-    {
-        return 'D';  // float 64
-    }
-
-    /*!
-    @return false if the object is successfully converted to a bjdata ndarray, true if the type or size is invalid
-    */
-    bool write_bjdata_ndarray(const typename BasicJsonType::object_t& value, const bool use_count, const bool use_type)
-    {
-        std::map<string_t, CharType> bjdtype = {{"uint8", 'U'},  {"int8", 'i'},  {"uint16", 'u'}, {"int16", 'I'},
-            {"uint32", 'm'}, {"int32", 'l'}, {"uint64", 'M'}, {"int64", 'L'}, {"single", 'd'}, {"double", 'D'}, {"char", 'C'}
-        };
-
-        string_t key = "_ArrayType_";
-        auto it = bjdtype.find(static_cast<string_t>(value.at(key)));
-        if (it == bjdtype.end())
-        {
-            return true;
-        }
-        CharType dtype = it->second;
-
-        key = "_ArraySize_";
-        std::size_t len = (value.at(key).empty() ? 0 : 1);
-        for (const auto& el : value.at(key))
-        {
-            len *= static_cast<std::size_t>(el.m_value.number_unsigned);
-        }
-
-        key = "_ArrayData_";
-        if (value.at(key).size() != len)
-        {
-            return true;
-        }
-
-        oa->write_character('[');
-        oa->write_character('$');
-        oa->write_character(dtype);
-        oa->write_character('#');
-
-        key = "_ArraySize_";
-        write_ubjson(value.at(key), use_count, use_type, true,  true);
-
-        key = "_ArrayData_";
-        if (dtype == 'U' || dtype == 'C')
-        {
-            for (const auto& el : value.at(key))
-            {
-                write_number(static_cast<std::uint8_t>(el.m_value.number_unsigned), true);
-            }
-        }
-        else if (dtype == 'i')
-        {
-            for (const auto& el : value.at(key))
-            {
-                write_number(static_cast<std::int8_t>(el.m_value.number_integer), true);
-            }
-        }
-        else if (dtype == 'u')
-        {
-            for (const auto& el : value.at(key))
-            {
-                write_number(static_cast<std::uint16_t>(el.m_value.number_unsigned), true);
-            }
-        }
-        else if (dtype == 'I')
-        {
-            for (const auto& el : value.at(key))
-            {
-                write_number(static_cast<std::int16_t>(el.m_value.number_integer), true);
-            }
-        }
-        else if (dtype == 'm')
-        {
-            for (const auto& el : value.at(key))
-            {
-                write_number(static_cast<std::uint32_t>(el.m_value.number_unsigned), true);
-            }
-        }
-        else if (dtype == 'l')
-        {
-            for (const auto& el : value.at(key))
-            {
-                write_number(static_cast<std::int32_t>(el.m_value.number_integer), true);
-            }
-        }
-        else if (dtype == 'M')
-        {
-            for (const auto& el : value.at(key))
-            {
-                write_number(static_cast<std::uint64_t>(el.m_value.number_unsigned), true);
-            }
-        }
-        else if (dtype == 'L')
-        {
-            for (const auto& el : value.at(key))
-            {
-                write_number(static_cast<std::int64_t>(el.m_value.number_integer), true);
-            }
-        }
-        else if (dtype == 'd')
-        {
-            for (const auto& el : value.at(key))
-            {
-                write_number(static_cast<float>(el.m_value.number_float), true);
-            }
-        }
-        else if (dtype == 'D')
-        {
-            for (const auto& el : value.at(key))
-            {
-                write_number(static_cast<double>(el.m_value.number_float), true);
-            }
-        }
-        return false;
-    }
-
-    ///////////////////////
-    // Utility functions //
-    ///////////////////////
-
-    /*
-    @brief write a number to output input
-    @param[in] n number of type @a NumberType
-    @param[in] OutputIsLittleEndian Set to true if output data is
-                                 required to be little endian
-    @tparam NumberType the type of the number
-
-    @note This function needs to respect the system's endianness, because bytes
-          in CBOR, MessagePack, and UBJSON are stored in network order (big
-          endian) and therefore need reordering on little endian systems.
-          On the other hand, BSON and BJData use little endian and should reorder
-          on big endian systems.
-    */
-    template<typename NumberType>
-    void write_number(const NumberType n, const bool OutputIsLittleEndian = false)
-    {
-        // step 1: write number to array of length NumberType
-        std::array<CharType, sizeof(NumberType)> vec{};
-        std::memcpy(vec.data(), &n, sizeof(NumberType));
-
-        // step 2: write array to output (with possible reordering)
-        if (is_little_endian != OutputIsLittleEndian)
-        {
-            // reverse byte order prior to conversion if necessary
-            std::reverse(vec.begin(), vec.end());
-        }
-
-        oa->write_characters(vec.data(), sizeof(NumberType));
-    }
-
-    void write_compact_float(const number_float_t n, detail::input_format_t format)
-    {
-#ifdef __GNUC__
-#pragma GCC diagnostic push
-#pragma GCC diagnostic ignored "-Wfloat-equal"
-#endif
-        if (static_cast<double>(n) >= static_cast<double>(std::numeric_limits<float>::lowest()) &&
-                static_cast<double>(n) <= static_cast<double>((std::numeric_limits<float>::max)()) &&
-                static_cast<double>(static_cast<float>(n)) == static_cast<double>(n))
-        {
-            oa->write_character(format == detail::input_format_t::cbor
-                                ? get_cbor_float_prefix(static_cast<float>(n))
-                                : get_msgpack_float_prefix(static_cast<float>(n)));
-            write_number(static_cast<float>(n));
-        }
-        else
-        {
-            oa->write_character(format == detail::input_format_t::cbor
-                                ? get_cbor_float_prefix(n)
-                                : get_msgpack_float_prefix(n));
-            write_number(n);
-        }
-#ifdef __GNUC__
-#pragma GCC diagnostic pop
-#endif
-    }
-
-  public:
-    // The following to_char_type functions are implement the conversion
-    // between uint8_t and CharType. In case CharType is not unsigned,
-    // such a conversion is required to allow values greater than 128.
-    // See <https://github.com/nlohmann/json/issues/1286> for a discussion.
-    template < typename C = CharType,
-               enable_if_t < std::is_signed<C>::value && std::is_signed<char>::value > * = nullptr >
-    static constexpr CharType to_char_type(std::uint8_t x) noexcept
-    {
-        return *reinterpret_cast<char*>(&x);
-    }
-
-    template < typename C = CharType,
-               enable_if_t < std::is_signed<C>::value && std::is_unsigned<char>::value > * = nullptr >
-    static CharType to_char_type(std::uint8_t x) noexcept
-    {
-        static_assert(sizeof(std::uint8_t) == sizeof(CharType), "size of CharType must be equal to std::uint8_t");
-        static_assert(std::is_trivial<CharType>::value, "CharType must be trivial");
-        CharType result;
-        std::memcpy(&result, &x, sizeof(x));
-        return result;
-    }
-
-    template<typename C = CharType,
-             enable_if_t<std::is_unsigned<C>::value>* = nullptr>
-    static constexpr CharType to_char_type(std::uint8_t x) noexcept
-    {
-        return x;
-    }
-
-    template < typename InputCharType, typename C = CharType,
-               enable_if_t <
-                   std::is_signed<C>::value &&
-                   std::is_signed<char>::value &&
-                   std::is_same<char, typename std::remove_cv<InputCharType>::type>::value
-                   > * = nullptr >
-    static constexpr CharType to_char_type(InputCharType x) noexcept
-    {
-        return x;
-    }
-
-  private:
-    /// whether we can assume little endianness
-    const bool is_little_endian = little_endianness();
-
-    /// the output
-    output_adapter_t<CharType> oa = nullptr;
-};
-
-}  // namespace detail
-NLOHMANN_JSON_NAMESPACE_END
-
-// #include <nlohmann/detail/output/output_adapters.hpp>
-
-// #include <nlohmann/detail/output/serializer.hpp>
-//     __ _____ _____ _____
-//  __|  |   __|     |   | |  JSON for Modern C++
-// |  |  |__   |  |  | | | |  version 3.11.2
-// |_____|_____|_____|_|___|  https://github.com/nlohmann/json
-//
-// SPDX-FileCopyrightText: 2008-2009 Björn Hoehrmann <bjoern@hoehrmann.de>
-// SPDX-FileCopyrightText: 2013-2022 Niels Lohmann <https://nlohmann.me>
-// SPDX-License-Identifier: MIT
-
-
-
-#include <algorithm> // reverse, remove, fill, find, none_of
-#include <array> // array
-#include <clocale> // localeconv, lconv
-#include <cmath> // labs, isfinite, isnan, signbit
-#include <cstddef> // size_t, ptrdiff_t
-#include <cstdint> // uint8_t
-#include <cstdio> // snprintf
-#include <limits> // numeric_limits
-#include <string> // string, char_traits
-#include <iomanip> // setfill, setw
-#include <type_traits> // is_same
-#include <utility> // move
-
-// #include <nlohmann/detail/conversions/to_chars.hpp>
-//     __ _____ _____ _____
-//  __|  |   __|     |   | |  JSON for Modern C++
-// |  |  |__   |  |  | | | |  version 3.11.2
-// |_____|_____|_____|_|___|  https://github.com/nlohmann/json
-//
-// SPDX-FileCopyrightText: 2009 Florian Loitsch <https://florian.loitsch.com/>
-// SPDX-FileCopyrightText: 2013-2022 Niels Lohmann <https://nlohmann.me>
-// SPDX-License-Identifier: MIT
-
-
-
-#include <array> // array
-#include <cmath>   // signbit, isfinite
-#include <cstdint> // intN_t, uintN_t
-#include <cstring> // memcpy, memmove
-#include <limits> // numeric_limits
-#include <type_traits> // conditional
-
-// #include <nlohmann/detail/macro_scope.hpp>
-
-
-NLOHMANN_JSON_NAMESPACE_BEGIN
-namespace detail
-{
-
-/*!
-@brief implements the Grisu2 algorithm for binary to decimal floating-point
-conversion.
-
-This implementation is a slightly modified version of the reference
-implementation which may be obtained from
-http://florian.loitsch.com/publications (bench.tar.gz).
-
-The code is distributed under the MIT license, Copyright (c) 2009 Florian Loitsch.
-
-For a detailed description of the algorithm see:
-
-[1] Loitsch, "Printing Floating-Point Numbers Quickly and Accurately with
-    Integers", Proceedings of the ACM SIGPLAN 2010 Conference on Programming
-    Language Design and Implementation, PLDI 2010
-[2] Burger, Dybvig, "Printing Floating-Point Numbers Quickly and Accurately",
-    Proceedings of the ACM SIGPLAN 1996 Conference on Programming Language
-    Design and Implementation, PLDI 1996
-*/
-namespace dtoa_impl
-{
-
-template<typename Target, typename Source>
-Target reinterpret_bits(const Source source)
-{
-    static_assert(sizeof(Target) == sizeof(Source), "size mismatch");
-
-    Target target;
-    std::memcpy(&target, &source, sizeof(Source));
-    return target;
-}
-
-struct diyfp // f * 2^e
-{
-    static constexpr int kPrecision = 64; // = q
-
-    std::uint64_t f = 0;
-    int e = 0;
-
-    constexpr diyfp(std::uint64_t f_, int e_) noexcept : f(f_), e(e_) {}
-
-    /*!
-    @brief returns x - y
-    @pre x.e == y.e and x.f >= y.f
-    */
-    static diyfp sub(const diyfp& x, const diyfp& y) noexcept
-    {
-        JSON_ASSERT(x.e == y.e);
-        JSON_ASSERT(x.f >= y.f);
-
-        return {x.f - y.f, x.e};
-    }
-
-    /*!
-    @brief returns x * y
-    @note The result is rounded. (Only the upper q bits are returned.)
-    */
-    static diyfp mul(const diyfp& x, const diyfp& y) noexcept
-    {
-        static_assert(kPrecision == 64, "internal error");
-
-        // Computes:
-        //  f = round((x.f * y.f) / 2^q)
-        //  e = x.e + y.e + q
-
-        // Emulate the 64-bit * 64-bit multiplication:
-        //
-        // p = u * v
-        //   = (u_lo + 2^32 u_hi) (v_lo + 2^32 v_hi)
-        //   = (u_lo v_lo         ) + 2^32 ((u_lo v_hi         ) + (u_hi v_lo         )) + 2^64 (u_hi v_hi         )
-        //   = (p0                ) + 2^32 ((p1                ) + (p2                )) + 2^64 (p3                )
-        //   = (p0_lo + 2^32 p0_hi) + 2^32 ((p1_lo + 2^32 p1_hi) + (p2_lo + 2^32 p2_hi)) + 2^64 (p3                )
-        //   = (p0_lo             ) + 2^32 (p0_hi + p1_lo + p2_lo                      ) + 2^64 (p1_hi + p2_hi + p3)
-        //   = (p0_lo             ) + 2^32 (Q                                          ) + 2^64 (H                 )
-        //   = (p0_lo             ) + 2^32 (Q_lo + 2^32 Q_hi                           ) + 2^64 (H                 )
-        //
-        // (Since Q might be larger than 2^32 - 1)
-        //
-        //   = (p0_lo + 2^32 Q_lo) + 2^64 (Q_hi + H)
-        //
-        // (Q_hi + H does not overflow a 64-bit int)
-        //
-        //   = p_lo + 2^64 p_hi
-
-        const std::uint64_t u_lo = x.f & 0xFFFFFFFFu;
-        const std::uint64_t u_hi = x.f >> 32u;
-        const std::uint64_t v_lo = y.f & 0xFFFFFFFFu;
-        const std::uint64_t v_hi = y.f >> 32u;
-
-        const std::uint64_t p0 = u_lo * v_lo;
-        const std::uint64_t p1 = u_lo * v_hi;
-        const std::uint64_t p2 = u_hi * v_lo;
-        const std::uint64_t p3 = u_hi * v_hi;
-
-        const std::uint64_t p0_hi = p0 >> 32u;
-        const std::uint64_t p1_lo = p1 & 0xFFFFFFFFu;
-        const std::uint64_t p1_hi = p1 >> 32u;
-        const std::uint64_t p2_lo = p2 & 0xFFFFFFFFu;
-        const std::uint64_t p2_hi = p2 >> 32u;
-
-        std::uint64_t Q = p0_hi + p1_lo + p2_lo;
-
-        // The full product might now be computed as
-        //
-        // p_hi = p3 + p2_hi + p1_hi + (Q >> 32)
-        // p_lo = p0_lo + (Q << 32)
-        //
-        // But in this particular case here, the full p_lo is not required.
-        // Effectively we only need to add the highest bit in p_lo to p_hi (and
-        // Q_hi + 1 does not overflow).
-
-        Q += std::uint64_t{1} << (64u - 32u - 1u); // round, ties up
-
-        const std::uint64_t h = p3 + p2_hi + p1_hi + (Q >> 32u);
-
-        return {h, x.e + y.e + 64};
-    }
-
-    /*!
-    @brief normalize x such that the significand is >= 2^(q-1)
-    @pre x.f != 0
-    */
-    static diyfp normalize(diyfp x) noexcept
-    {
-        JSON_ASSERT(x.f != 0);
-
-        while ((x.f >> 63u) == 0)
-        {
-            x.f <<= 1u;
-            x.e--;
-        }
-
-        return x;
-    }
-
-    /*!
-    @brief normalize x such that the result has the exponent E
-    @pre e >= x.e and the upper e - x.e bits of x.f must be zero.
-    */
-    static diyfp normalize_to(const diyfp& x, const int target_exponent) noexcept
-    {
-        const int delta = x.e - target_exponent;
-
-        JSON_ASSERT(delta >= 0);
-        JSON_ASSERT(((x.f << delta) >> delta) == x.f);
-
-        return {x.f << delta, target_exponent};
-    }
-};
-
-struct boundaries
-{
-    diyfp w;
-    diyfp minus;
-    diyfp plus;
-};
-
-/*!
-Compute the (normalized) diyfp representing the input number 'value' and its
-boundaries.
-
-@pre value must be finite and positive
-*/
-template<typename FloatType>
-boundaries compute_boundaries(FloatType value)
-{
-    JSON_ASSERT(std::isfinite(value));
-    JSON_ASSERT(value > 0);
-
-    // Convert the IEEE representation into a diyfp.
-    //
-    // If v is denormal:
-    //      value = 0.F * 2^(1 - bias) = (          F) * 2^(1 - bias - (p-1))
-    // If v is normalized:
-    //      value = 1.F * 2^(E - bias) = (2^(p-1) + F) * 2^(E - bias - (p-1))
-
-    static_assert(std::numeric_limits<FloatType>::is_iec559,
-                  "internal error: dtoa_short requires an IEEE-754 floating-point implementation");
-
-    constexpr int      kPrecision = std::numeric_limits<FloatType>::digits; // = p (includes the hidden bit)
-    constexpr int      kBias      = std::numeric_limits<FloatType>::max_exponent - 1 + (kPrecision - 1);
-    constexpr int      kMinExp    = 1 - kBias;
-    constexpr std::uint64_t kHiddenBit = std::uint64_t{1} << (kPrecision - 1); // = 2^(p-1)
-
-    using bits_type = typename std::conditional<kPrecision == 24, std::uint32_t, std::uint64_t >::type;
-
-    const auto bits = static_cast<std::uint64_t>(reinterpret_bits<bits_type>(value));
-    const std::uint64_t E = bits >> (kPrecision - 1);
-    const std::uint64_t F = bits & (kHiddenBit - 1);
-
-    const bool is_denormal = E == 0;
-    const diyfp v = is_denormal
-                    ? diyfp(F, kMinExp)
-                    : diyfp(F + kHiddenBit, static_cast<int>(E) - kBias);
-
-    // Compute the boundaries m- and m+ of the floating-point value
-    // v = f * 2^e.
-    //
-    // Determine v- and v+, the floating-point predecessor and successor if v,
-    // respectively.
-    //
-    //      v- = v - 2^e        if f != 2^(p-1) or e == e_min                (A)
-    //         = v - 2^(e-1)    if f == 2^(p-1) and e > e_min                (B)
-    //
-    //      v+ = v + 2^e
-    //
-    // Let m- = (v- + v) / 2 and m+ = (v + v+) / 2. All real numbers _strictly_
-    // between m- and m+ round to v, regardless of how the input rounding
-    // algorithm breaks ties.
-    //
-    //      ---+-------------+-------------+-------------+-------------+---  (A)
-    //         v-            m-            v             m+            v+
-    //
-    //      -----------------+------+------+-------------+-------------+---  (B)
-    //                       v-     m-     v             m+            v+
-
-    const bool lower_boundary_is_closer = F == 0 && E > 1;
-    const diyfp m_plus = diyfp(2 * v.f + 1, v.e - 1);
-    const diyfp m_minus = lower_boundary_is_closer
-                          ? diyfp(4 * v.f - 1, v.e - 2)  // (B)
-                          : diyfp(2 * v.f - 1, v.e - 1); // (A)
-
-    // Determine the normalized w+ = m+.
-    const diyfp w_plus = diyfp::normalize(m_plus);
-
-    // Determine w- = m- such that e_(w-) = e_(w+).
-    const diyfp w_minus = diyfp::normalize_to(m_minus, w_plus.e);
-
-    return {diyfp::normalize(v), w_minus, w_plus};
-}
-
-// Given normalized diyfp w, Grisu needs to find a (normalized) cached
-// power-of-ten c, such that the exponent of the product c * w = f * 2^e lies
-// within a certain range [alpha, gamma] (Definition 3.2 from [1])
-//
-//      alpha <= e = e_c + e_w + q <= gamma
-//
-// or
-//
-//      f_c * f_w * 2^alpha <= f_c 2^(e_c) * f_w 2^(e_w) * 2^q
-//                          <= f_c * f_w * 2^gamma
-//
-// Since c and w are normalized, i.e. 2^(q-1) <= f < 2^q, this implies
-//
-//      2^(q-1) * 2^(q-1) * 2^alpha <= c * w * 2^q < 2^q * 2^q * 2^gamma
-//
-// or
-//
-//      2^(q - 2 + alpha) <= c * w < 2^(q + gamma)
-//
-// The choice of (alpha,gamma) determines the size of the table and the form of
-// the digit generation procedure. Using (alpha,gamma)=(-60,-32) works out well
-// in practice:
-//
-// The idea is to cut the number c * w = f * 2^e into two parts, which can be
-// processed independently: An integral part p1, and a fractional part p2:
-//
-//      f * 2^e = ( (f div 2^-e) * 2^-e + (f mod 2^-e) ) * 2^e
-//              = (f div 2^-e) + (f mod 2^-e) * 2^e
-//              = p1 + p2 * 2^e
-//
-// The conversion of p1 into decimal form requires a series of divisions and
-// modulos by (a power of) 10. These operations are faster for 32-bit than for
-// 64-bit integers, so p1 should ideally fit into a 32-bit integer. This can be
-// achieved by choosing
-//
-//      -e >= 32   or   e <= -32 := gamma
-//
-// In order to convert the fractional part
-//
-//      p2 * 2^e = p2 / 2^-e = d[-1] / 10^1 + d[-2] / 10^2 + ...
-//
-// into decimal form, the fraction is repeatedly multiplied by 10 and the digits
-// d[-i] are extracted in order:
-//
-//      (10 * p2) div 2^-e = d[-1]
-//      (10 * p2) mod 2^-e = d[-2] / 10^1 + ...
-//
-// The multiplication by 10 must not overflow. It is sufficient to choose
-//
-//      10 * p2 < 16 * p2 = 2^4 * p2 <= 2^64.
-//
-// Since p2 = f mod 2^-e < 2^-e,
-//
-//      -e <= 60   or   e >= -60 := alpha
-
-constexpr int kAlpha = -60;
-constexpr int kGamma = -32;
-
-struct cached_power // c = f * 2^e ~= 10^k
-{
-    std::uint64_t f;
-    int e;
-    int k;
-};
-
-/*!
-For a normalized diyfp w = f * 2^e, this function returns a (normalized) cached
-power-of-ten c = f_c * 2^e_c, such that the exponent of the product w * c
-satisfies (Definition 3.2 from [1])
-
-     alpha <= e_c + e + q <= gamma.
-*/
-inline cached_power get_cached_power_for_binary_exponent(int e)
-{
-    // Now
-    //
-    //      alpha <= e_c + e + q <= gamma                                    (1)
-    //      ==> f_c * 2^alpha <= c * 2^e * 2^q
-    //
-    // and since the c's are normalized, 2^(q-1) <= f_c,
-    //
-    //      ==> 2^(q - 1 + alpha) <= c * 2^(e + q)
-    //      ==> 2^(alpha - e - 1) <= c
-    //
-    // If c were an exact power of ten, i.e. c = 10^k, one may determine k as
-    //
-    //      k = ceil( log_10( 2^(alpha - e - 1) ) )
-    //        = ceil( (alpha - e - 1) * log_10(2) )
-    //
-    // From the paper:
-    // "In theory the result of the procedure could be wrong since c is rounded,
-    //  and the computation itself is approximated [...]. In practice, however,
-    //  this simple function is sufficient."
-    //
-    // For IEEE double precision floating-point numbers converted into
-    // normalized diyfp's w = f * 2^e, with q = 64,
-    //
-    //      e >= -1022      (min IEEE exponent)
-    //           -52        (p - 1)
-    //           -52        (p - 1, possibly normalize denormal IEEE numbers)
-    //           -11        (normalize the diyfp)
-    //         = -1137
-    //
-    // and
-    //
-    //      e <= +1023      (max IEEE exponent)
-    //           -52        (p - 1)
-    //           -11        (normalize the diyfp)
-    //         = 960
-    //
-    // This binary exponent range [-1137,960] results in a decimal exponent
-    // range [-307,324]. One does not need to store a cached power for each
-    // k in this range. For each such k it suffices to find a cached power
-    // such that the exponent of the product lies in [alpha,gamma].
-    // This implies that the difference of the decimal exponents of adjacent
-    // table entries must be less than or equal to
-    //
-    //      floor( (gamma - alpha) * log_10(2) ) = 8.
-    //
-    // (A smaller distance gamma-alpha would require a larger table.)
-
-    // NB:
-    // Actually this function returns c, such that -60 <= e_c + e + 64 <= -34.
-
-    constexpr int kCachedPowersMinDecExp = -300;
-    constexpr int kCachedPowersDecStep = 8;
-
-    static constexpr std::array<cached_power, 79> kCachedPowers =
-    {
-        {
-            { 0xAB70FE17C79AC6CA, -1060, -300 },
-            { 0xFF77B1FCBEBCDC4F, -1034, -292 },
-            { 0xBE5691EF416BD60C, -1007, -284 },
-            { 0x8DD01FAD907FFC3C,  -980, -276 },
-            { 0xD3515C2831559A83,  -954, -268 },
-            { 0x9D71AC8FADA6C9B5,  -927, -260 },
-            { 0xEA9C227723EE8BCB,  -901, -252 },
-            { 0xAECC49914078536D,  -874, -244 },
-            { 0x823C12795DB6CE57,  -847, -236 },
-            { 0xC21094364DFB5637,  -821, -228 },
-            { 0x9096EA6F3848984F,  -794, -220 },
-            { 0xD77485CB25823AC7,  -768, -212 },
-            { 0xA086CFCD97BF97F4,  -741, -204 },
-            { 0xEF340A98172AACE5,  -715, -196 },
-            { 0xB23867FB2A35B28E,  -688, -188 },
-            { 0x84C8D4DFD2C63F3B,  -661, -180 },
-            { 0xC5DD44271AD3CDBA,  -635, -172 },
-            { 0x936B9FCEBB25C996,  -608, -164 },
-            { 0xDBAC6C247D62A584,  -582, -156 },
-            { 0xA3AB66580D5FDAF6,  -555, -148 },
-            { 0xF3E2F893DEC3F126,  -529, -140 },
-            { 0xB5B5ADA8AAFF80B8,  -502, -132 },
-            { 0x87625F056C7C4A8B,  -475, -124 },
-            { 0xC9BCFF6034C13053,  -449, -116 },
-            { 0x964E858C91BA2655,  -422, -108 },
-            { 0xDFF9772470297EBD,  -396, -100 },
-            { 0xA6DFBD9FB8E5B88F,  -369,  -92 },
-            { 0xF8A95FCF88747D94,  -343,  -84 },
-            { 0xB94470938FA89BCF,  -316,  -76 },
-            { 0x8A08F0F8BF0F156B,  -289,  -68 },
-            { 0xCDB02555653131B6,  -263,  -60 },
-            { 0x993FE2C6D07B7FAC,  -236,  -52 },
-            { 0xE45C10C42A2B3B06,  -210,  -44 },
-            { 0xAA242499697392D3,  -183,  -36 },
-            { 0xFD87B5F28300CA0E,  -157,  -28 },
-            { 0xBCE5086492111AEB,  -130,  -20 },
-            { 0x8CBCCC096F5088CC,  -103,  -12 },
-            { 0xD1B71758E219652C,   -77,   -4 },
-            { 0x9C40000000000000,   -50,    4 },
-            { 0xE8D4A51000000000,   -24,   12 },
-            { 0xAD78EBC5AC620000,     3,   20 },
-            { 0x813F3978F8940984,    30,   28 },
-            { 0xC097CE7BC90715B3,    56,   36 },
-            { 0x8F7E32CE7BEA5C70,    83,   44 },
-            { 0xD5D238A4ABE98068,   109,   52 },
-            { 0x9F4F2726179A2245,   136,   60 },
-            { 0xED63A231D4C4FB27,   162,   68 },
-            { 0xB0DE65388CC8ADA8,   189,   76 },
-            { 0x83C7088E1AAB65DB,   216,   84 },
-            { 0xC45D1DF942711D9A,   242,   92 },
-            { 0x924D692CA61BE758,   269,  100 },
-            { 0xDA01EE641A708DEA,   295,  108 },
-            { 0xA26DA3999AEF774A,   322,  116 },
-            { 0xF209787BB47D6B85,   348,  124 },
-            { 0xB454E4A179DD1877,   375,  132 },
-            { 0x865B86925B9BC5C2,   402,  140 },
-            { 0xC83553C5C8965D3D,   428,  148 },
-            { 0x952AB45CFA97A0B3,   455,  156 },
-            { 0xDE469FBD99A05FE3,   481,  164 },
-            { 0xA59BC234DB398C25,   508,  172 },
-            { 0xF6C69A72A3989F5C,   534,  180 },
-            { 0xB7DCBF5354E9BECE,   561,  188 },
-            { 0x88FCF317F22241E2,   588,  196 },
-            { 0xCC20CE9BD35C78A5,   614,  204 },
-            { 0x98165AF37B2153DF,   641,  212 },
-            { 0xE2A0B5DC971F303A,   667,  220 },
-            { 0xA8D9D1535CE3B396,   694,  228 },
-            { 0xFB9B7CD9A4A7443C,   720,  236 },
-            { 0xBB764C4CA7A44410,   747,  244 },
-            { 0x8BAB8EEFB6409C1A,   774,  252 },
-            { 0xD01FEF10A657842C,   800,  260 },
-            { 0x9B10A4E5E9913129,   827,  268 },
-            { 0xE7109BFBA19C0C9D,   853,  276 },
-            { 0xAC2820D9623BF429,   880,  284 },
-            { 0x80444B5E7AA7CF85,   907,  292 },
-            { 0xBF21E44003ACDD2D,   933,  300 },
-            { 0x8E679C2F5E44FF8F,   960,  308 },
-            { 0xD433179D9C8CB841,   986,  316 },
-            { 0x9E19DB92B4E31BA9,  1013,  324 },
-        }
-    };
-
-    // This computation gives exactly the same results for k as
-    //      k = ceil((kAlpha - e - 1) * 0.30102999566398114)
-    // for |e| <= 1500, but doesn't require floating-point operations.
-    // NB: log_10(2) ~= 78913 / 2^18
-    JSON_ASSERT(e >= -1500);
-    JSON_ASSERT(e <=  1500);
-    const int f = kAlpha - e - 1;
-    const int k = (f * 78913) / (1 << 18) + static_cast<int>(f > 0);
-
-    const int index = (-kCachedPowersMinDecExp + k + (kCachedPowersDecStep - 1)) / kCachedPowersDecStep;
-    JSON_ASSERT(index >= 0);
-    JSON_ASSERT(static_cast<std::size_t>(index) < kCachedPowers.size());
-
-    const cached_power cached = kCachedPowers[static_cast<std::size_t>(index)];
-    JSON_ASSERT(kAlpha <= cached.e + e + 64);
-    JSON_ASSERT(kGamma >= cached.e + e + 64);
-
-    return cached;
-}
-
-/*!
-For n != 0, returns k, such that pow10 := 10^(k-1) <= n < 10^k.
-For n == 0, returns 1 and sets pow10 := 1.
-*/
-inline int find_largest_pow10(const std::uint32_t n, std::uint32_t& pow10)
-{
-    // LCOV_EXCL_START
-    if (n >= 1000000000)
-    {
-        pow10 = 1000000000;
-        return 10;
-    }
-    // LCOV_EXCL_STOP
-    if (n >= 100000000)
-    {
-        pow10 = 100000000;
-        return  9;
-    }
-    if (n >= 10000000)
-    {
-        pow10 = 10000000;
-        return  8;
-    }
-    if (n >= 1000000)
-    {
-        pow10 = 1000000;
-        return  7;
-    }
-    if (n >= 100000)
-    {
-        pow10 = 100000;
-        return  6;
-    }
-    if (n >= 10000)
-    {
-        pow10 = 10000;
-        return  5;
-    }
-    if (n >= 1000)
-    {
-        pow10 = 1000;
-        return  4;
-    }
-    if (n >= 100)
-    {
-        pow10 = 100;
-        return  3;
-    }
-    if (n >= 10)
-    {
-        pow10 = 10;
-        return  2;
-    }
-
-    pow10 = 1;
-    return 1;
-}
-
-inline void grisu2_round(char* buf, int len, std::uint64_t dist, std::uint64_t delta,
-                         std::uint64_t rest, std::uint64_t ten_k)
-{
-    JSON_ASSERT(len >= 1);
-    JSON_ASSERT(dist <= delta);
-    JSON_ASSERT(rest <= delta);
-    JSON_ASSERT(ten_k > 0);
-
-    //               <--------------------------- delta ---->
-    //                                  <---- dist --------->
-    // --------------[------------------+-------------------]--------------
-    //               M-                 w                   M+
-    //
-    //                                  ten_k
-    //                                <------>
-    //                                       <---- rest ---->
-    // --------------[------------------+----+--------------]--------------
-    //                                  w    V
-    //                                       = buf * 10^k
-    //
-    // ten_k represents a unit-in-the-last-place in the decimal representation
-    // stored in buf.
-    // Decrement buf by ten_k while this takes buf closer to w.
-
-    // The tests are written in this order to avoid overflow in unsigned
-    // integer arithmetic.
-
-    while (rest < dist
-            && delta - rest >= ten_k
-            && (rest + ten_k < dist || dist - rest > rest + ten_k - dist))
-    {
-        JSON_ASSERT(buf[len - 1] != '0');
-        buf[len - 1]--;
-        rest += ten_k;
-    }
-}
-
-/*!
-Generates V = buffer * 10^decimal_exponent, such that M- <= V <= M+.
-M- and M+ must be normalized and share the same exponent -60 <= e <= -32.
-*/
-inline void grisu2_digit_gen(char* buffer, int& length, int& decimal_exponent,
-                             diyfp M_minus, diyfp w, diyfp M_plus)
-{
-    static_assert(kAlpha >= -60, "internal error");
-    static_assert(kGamma <= -32, "internal error");
-
-    // Generates the digits (and the exponent) of a decimal floating-point
-    // number V = buffer * 10^decimal_exponent in the range [M-, M+]. The diyfp's
-    // w, M- and M+ share the same exponent e, which satisfies alpha <= e <= gamma.
-    //
-    //               <--------------------------- delta ---->
-    //                                  <---- dist --------->
-    // --------------[------------------+-------------------]--------------
-    //               M-                 w                   M+
-    //
-    // Grisu2 generates the digits of M+ from left to right and stops as soon as
-    // V is in [M-,M+].
-
-    JSON_ASSERT(M_plus.e >= kAlpha);
-    JSON_ASSERT(M_plus.e <= kGamma);
-
-    std::uint64_t delta = diyfp::sub(M_plus, M_minus).f; // (significand of (M+ - M-), implicit exponent is e)
-    std::uint64_t dist  = diyfp::sub(M_plus, w      ).f; // (significand of (M+ - w ), implicit exponent is e)
-
-    // Split M+ = f * 2^e into two parts p1 and p2 (note: e < 0):
-    //
-    //      M+ = f * 2^e
-    //         = ((f div 2^-e) * 2^-e + (f mod 2^-e)) * 2^e
-    //         = ((p1        ) * 2^-e + (p2        )) * 2^e
-    //         = p1 + p2 * 2^e
-
-    const diyfp one(std::uint64_t{1} << -M_plus.e, M_plus.e);
-
-    auto p1 = static_cast<std::uint32_t>(M_plus.f >> -one.e); // p1 = f div 2^-e (Since -e >= 32, p1 fits into a 32-bit int.)
-    std::uint64_t p2 = M_plus.f & (one.f - 1);                    // p2 = f mod 2^-e
-
-    // 1)
-    //
-    // Generate the digits of the integral part p1 = d[n-1]...d[1]d[0]
-
-    JSON_ASSERT(p1 > 0);
-
-    std::uint32_t pow10{};
-    const int k = find_largest_pow10(p1, pow10);
-
-    //      10^(k-1) <= p1 < 10^k, pow10 = 10^(k-1)
-    //
-    //      p1 = (p1 div 10^(k-1)) * 10^(k-1) + (p1 mod 10^(k-1))
-    //         = (d[k-1]         ) * 10^(k-1) + (p1 mod 10^(k-1))
-    //
-    //      M+ = p1                                             + p2 * 2^e
-    //         = d[k-1] * 10^(k-1) + (p1 mod 10^(k-1))          + p2 * 2^e
-    //         = d[k-1] * 10^(k-1) + ((p1 mod 10^(k-1)) * 2^-e + p2) * 2^e
-    //         = d[k-1] * 10^(k-1) + (                         rest) * 2^e
-    //
-    // Now generate the digits d[n] of p1 from left to right (n = k-1,...,0)
-    //
-    //      p1 = d[k-1]...d[n] * 10^n + d[n-1]...d[0]
-    //
-    // but stop as soon as
-    //
-    //      rest * 2^e = (d[n-1]...d[0] * 2^-e + p2) * 2^e <= delta * 2^e
-
-    int n = k;
-    while (n > 0)
-    {
-        // Invariants:
-        //      M+ = buffer * 10^n + (p1 + p2 * 2^e)    (buffer = 0 for n = k)
-        //      pow10 = 10^(n-1) <= p1 < 10^n
-        //
-        const std::uint32_t d = p1 / pow10;  // d = p1 div 10^(n-1)
-        const std::uint32_t r = p1 % pow10;  // r = p1 mod 10^(n-1)
-        //
-        //      M+ = buffer * 10^n + (d * 10^(n-1) + r) + p2 * 2^e
-        //         = (buffer * 10 + d) * 10^(n-1) + (r + p2 * 2^e)
-        //
-        JSON_ASSERT(d <= 9);
-        buffer[length++] = static_cast<char>('0' + d); // buffer := buffer * 10 + d
-        //
-        //      M+ = buffer * 10^(n-1) + (r + p2 * 2^e)
-        //
-        p1 = r;
-        n--;
-        //
-        //      M+ = buffer * 10^n + (p1 + p2 * 2^e)
-        //      pow10 = 10^n
-        //
-
-        // Now check if enough digits have been generated.
-        // Compute
-        //
-        //      p1 + p2 * 2^e = (p1 * 2^-e + p2) * 2^e = rest * 2^e
-        //
-        // Note:
-        // Since rest and delta share the same exponent e, it suffices to
-        // compare the significands.
-        const std::uint64_t rest = (std::uint64_t{p1} << -one.e) + p2;
-        if (rest <= delta)
-        {
-            // V = buffer * 10^n, with M- <= V <= M+.
-
-            decimal_exponent += n;
-
-            // We may now just stop. But instead look if the buffer could be
-            // decremented to bring V closer to w.
-            //
-            // pow10 = 10^n is now 1 ulp in the decimal representation V.
-            // The rounding procedure works with diyfp's with an implicit
-            // exponent of e.
-            //
-            //      10^n = (10^n * 2^-e) * 2^e = ulp * 2^e
-            //
-            const std::uint64_t ten_n = std::uint64_t{pow10} << -one.e;
-            grisu2_round(buffer, length, dist, delta, rest, ten_n);
-
-            return;
-        }
-
-        pow10 /= 10;
-        //
-        //      pow10 = 10^(n-1) <= p1 < 10^n
-        // Invariants restored.
-    }
-
-    // 2)
-    //
-    // The digits of the integral part have been generated:
-    //
-    //      M+ = d[k-1]...d[1]d[0] + p2 * 2^e
-    //         = buffer            + p2 * 2^e
-    //
-    // Now generate the digits of the fractional part p2 * 2^e.
-    //
-    // Note:
-    // No decimal point is generated: the exponent is adjusted instead.
-    //
-    // p2 actually represents the fraction
-    //
-    //      p2 * 2^e
-    //          = p2 / 2^-e
-    //          = d[-1] / 10^1 + d[-2] / 10^2 + ...
-    //
-    // Now generate the digits d[-m] of p1 from left to right (m = 1,2,...)
-    //
-    //      p2 * 2^e = d[-1]d[-2]...d[-m] * 10^-m
-    //                      + 10^-m * (d[-m-1] / 10^1 + d[-m-2] / 10^2 + ...)
-    //
-    // using
-    //
-    //      10^m * p2 = ((10^m * p2) div 2^-e) * 2^-e + ((10^m * p2) mod 2^-e)
-    //                = (                   d) * 2^-e + (                   r)
-    //
-    // or
-    //      10^m * p2 * 2^e = d + r * 2^e
-    //
-    // i.e.
-    //
-    //      M+ = buffer + p2 * 2^e
-    //         = buffer + 10^-m * (d + r * 2^e)
-    //         = (buffer * 10^m + d) * 10^-m + 10^-m * r * 2^e
-    //
-    // and stop as soon as 10^-m * r * 2^e <= delta * 2^e
-
-    JSON_ASSERT(p2 > delta);
-
-    int m = 0;
-    for (;;)
-    {
-        // Invariant:
-        //      M+ = buffer * 10^-m + 10^-m * (d[-m-1] / 10 + d[-m-2] / 10^2 + ...) * 2^e
-        //         = buffer * 10^-m + 10^-m * (p2                                 ) * 2^e
-        //         = buffer * 10^-m + 10^-m * (1/10 * (10 * p2)                   ) * 2^e
-        //         = buffer * 10^-m + 10^-m * (1/10 * ((10*p2 div 2^-e) * 2^-e + (10*p2 mod 2^-e)) * 2^e
-        //
-        JSON_ASSERT(p2 <= (std::numeric_limits<std::uint64_t>::max)() / 10);
-        p2 *= 10;
-        const std::uint64_t d = p2 >> -one.e;     // d = (10 * p2) div 2^-e
-        const std::uint64_t r = p2 & (one.f - 1); // r = (10 * p2) mod 2^-e
-        //
-        //      M+ = buffer * 10^-m + 10^-m * (1/10 * (d * 2^-e + r) * 2^e
-        //         = buffer * 10^-m + 10^-m * (1/10 * (d + r * 2^e))
-        //         = (buffer * 10 + d) * 10^(-m-1) + 10^(-m-1) * r * 2^e
-        //
-        JSON_ASSERT(d <= 9);
-        buffer[length++] = static_cast<char>('0' + d); // buffer := buffer * 10 + d
-        //
-        //      M+ = buffer * 10^(-m-1) + 10^(-m-1) * r * 2^e
-        //
-        p2 = r;
-        m++;
-        //
-        //      M+ = buffer * 10^-m + 10^-m * p2 * 2^e
-        // Invariant restored.
-
-        // Check if enough digits have been generated.
-        //
-        //      10^-m * p2 * 2^e <= delta * 2^e
-        //              p2 * 2^e <= 10^m * delta * 2^e
-        //                    p2 <= 10^m * delta
-        delta *= 10;
-        dist  *= 10;
-        if (p2 <= delta)
-        {
-            break;
-        }
-    }
-
-    // V = buffer * 10^-m, with M- <= V <= M+.
-
-    decimal_exponent -= m;
-
-    // 1 ulp in the decimal representation is now 10^-m.
-    // Since delta and dist are now scaled by 10^m, we need to do the
-    // same with ulp in order to keep the units in sync.
-    //
-    //      10^m * 10^-m = 1 = 2^-e * 2^e = ten_m * 2^e
-    //
-    const std::uint64_t ten_m = one.f;
-    grisu2_round(buffer, length, dist, delta, p2, ten_m);
-
-    // By construction this algorithm generates the shortest possible decimal
-    // number (Loitsch, Theorem 6.2) which rounds back to w.
-    // For an input number of precision p, at least
-    //
-    //      N = 1 + ceil(p * log_10(2))
-    //
-    // decimal digits are sufficient to identify all binary floating-point
-    // numbers (Matula, "In-and-Out conversions").
-    // This implies that the algorithm does not produce more than N decimal
-    // digits.
-    //
-    //      N = 17 for p = 53 (IEEE double precision)
-    //      N = 9  for p = 24 (IEEE single precision)
-}
-
-/*!
-v = buf * 10^decimal_exponent
-len is the length of the buffer (number of decimal digits)
-The buffer must be large enough, i.e. >= max_digits10.
-*/
-JSON_HEDLEY_NON_NULL(1)
-inline void grisu2(char* buf, int& len, int& decimal_exponent,
-                   diyfp m_minus, diyfp v, diyfp m_plus)
-{
-    JSON_ASSERT(m_plus.e == m_minus.e);
-    JSON_ASSERT(m_plus.e == v.e);
-
-    //  --------(-----------------------+-----------------------)--------    (A)
-    //          m-                      v                       m+
-    //
-    //  --------------------(-----------+-----------------------)--------    (B)
-    //                      m-          v                       m+
-    //
-    // First scale v (and m- and m+) such that the exponent is in the range
-    // [alpha, gamma].
-
-    const cached_power cached = get_cached_power_for_binary_exponent(m_plus.e);
-
-    const diyfp c_minus_k(cached.f, cached.e); // = c ~= 10^-k
-
-    // The exponent of the products is = v.e + c_minus_k.e + q and is in the range [alpha,gamma]
-    const diyfp w       = diyfp::mul(v,       c_minus_k);
-    const diyfp w_minus = diyfp::mul(m_minus, c_minus_k);
-    const diyfp w_plus  = diyfp::mul(m_plus,  c_minus_k);
-
-    //  ----(---+---)---------------(---+---)---------------(---+---)----
-    //          w-                      w                       w+
-    //          = c*m-                  = c*v                   = c*m+
-    //
-    // diyfp::mul rounds its result and c_minus_k is approximated too. w, w- and
-    // w+ are now off by a small amount.
-    // In fact:
-    //
-    //      w - v * 10^k < 1 ulp
-    //
-    // To account for this inaccuracy, add resp. subtract 1 ulp.
-    //
-    //  --------+---[---------------(---+---)---------------]---+--------
-    //          w-  M-                  w                   M+  w+
-    //
-    // Now any number in [M-, M+] (bounds included) will round to w when input,
-    // regardless of how the input rounding algorithm breaks ties.
-    //
-    // And digit_gen generates the shortest possible such number in [M-, M+].
-    // Note that this does not mean that Grisu2 always generates the shortest
-    // possible number in the interval (m-, m+).
-    const diyfp M_minus(w_minus.f + 1, w_minus.e);
-    const diyfp M_plus (w_plus.f  - 1, w_plus.e );
-
-    decimal_exponent = -cached.k; // = -(-k) = k
-
-    grisu2_digit_gen(buf, len, decimal_exponent, M_minus, w, M_plus);
-}
-
-/*!
-v = buf * 10^decimal_exponent
-len is the length of the buffer (number of decimal digits)
-The buffer must be large enough, i.e. >= max_digits10.
-*/
-template<typename FloatType>
-JSON_HEDLEY_NON_NULL(1)
-void grisu2(char* buf, int& len, int& decimal_exponent, FloatType value)
-{
-    static_assert(diyfp::kPrecision >= std::numeric_limits<FloatType>::digits + 3,
-                  "internal error: not enough precision");
-
-    JSON_ASSERT(std::isfinite(value));
-    JSON_ASSERT(value > 0);
-
-    // If the neighbors (and boundaries) of 'value' are always computed for double-precision
-    // numbers, all float's can be recovered using strtod (and strtof). However, the resulting
-    // decimal representations are not exactly "short".
-    //
-    // The documentation for 'std::to_chars' (https://en.cppreference.com/w/cpp/utility/to_chars)
-    // says "value is converted to a string as if by std::sprintf in the default ("C") locale"
-    // and since sprintf promotes floats to doubles, I think this is exactly what 'std::to_chars'
-    // does.
-    // On the other hand, the documentation for 'std::to_chars' requires that "parsing the
-    // representation using the corresponding std::from_chars function recovers value exactly". That
-    // indicates that single precision floating-point numbers should be recovered using
-    // 'std::strtof'.
-    //
-    // NB: If the neighbors are computed for single-precision numbers, there is a single float
-    //     (7.0385307e-26f) which can't be recovered using strtod. The resulting double precision
-    //     value is off by 1 ulp.
-#if 0
-    const boundaries w = compute_boundaries(static_cast<double>(value));
-#else
-    const boundaries w = compute_boundaries(value);
-#endif
-
-    grisu2(buf, len, decimal_exponent, w.minus, w.w, w.plus);
-}
-
-/*!
-@brief appends a decimal representation of e to buf
-@return a pointer to the element following the exponent.
-@pre -1000 < e < 1000
-*/
-JSON_HEDLEY_NON_NULL(1)
-JSON_HEDLEY_RETURNS_NON_NULL
-inline char* append_exponent(char* buf, int e)
-{
-    JSON_ASSERT(e > -1000);
-    JSON_ASSERT(e <  1000);
-
-    if (e < 0)
-    {
-        e = -e;
-        *buf++ = '-';
-    }
-    else
-    {
-        *buf++ = '+';
-    }
-
-    auto k = static_cast<std::uint32_t>(e);
-    if (k < 10)
-    {
-        // Always print at least two digits in the exponent.
-        // This is for compatibility with printf("%g").
-        *buf++ = '0';
-        *buf++ = static_cast<char>('0' + k);
-    }
-    else if (k < 100)
-    {
-        *buf++ = static_cast<char>('0' + k / 10);
-        k %= 10;
-        *buf++ = static_cast<char>('0' + k);
-    }
-    else
-    {
-        *buf++ = static_cast<char>('0' + k / 100);
-        k %= 100;
-        *buf++ = static_cast<char>('0' + k / 10);
-        k %= 10;
-        *buf++ = static_cast<char>('0' + k);
-    }
-
-    return buf;
-}
-
-/*!
-@brief prettify v = buf * 10^decimal_exponent
-
-If v is in the range [10^min_exp, 10^max_exp) it will be printed in fixed-point
-notation. Otherwise it will be printed in exponential notation.
-
-@pre min_exp < 0
-@pre max_exp > 0
-*/
-JSON_HEDLEY_NON_NULL(1)
-JSON_HEDLEY_RETURNS_NON_NULL
-inline char* format_buffer(char* buf, int len, int decimal_exponent,
-                           int min_exp, int max_exp)
-{
-    JSON_ASSERT(min_exp < 0);
-    JSON_ASSERT(max_exp > 0);
-
-    const int k = len;
-    const int n = len + decimal_exponent;
-
-    // v = buf * 10^(n-k)
-    // k is the length of the buffer (number of decimal digits)
-    // n is the position of the decimal point relative to the start of the buffer.
-
-    if (k <= n && n <= max_exp)
-    {
-        // digits[000]
-        // len <= max_exp + 2
-
-        std::memset(buf + k, '0', static_cast<size_t>(n) - static_cast<size_t>(k));
-        // Make it look like a floating-point number (#362, #378)
-        buf[n + 0] = '.';
-        buf[n + 1] = '0';
-        return buf + (static_cast<size_t>(n) + 2);
-    }
-
-    if (0 < n && n <= max_exp)
-    {
-        // dig.its
-        // len <= max_digits10 + 1
-
-        JSON_ASSERT(k > n);
-
-        std::memmove(buf + (static_cast<size_t>(n) + 1), buf + n, static_cast<size_t>(k) - static_cast<size_t>(n));
-        buf[n] = '.';
-        return buf + (static_cast<size_t>(k) + 1U);
-    }
-
-    if (min_exp < n && n <= 0)
-    {
-        // 0.[000]digits
-        // len <= 2 + (-min_exp - 1) + max_digits10
-
-        std::memmove(buf + (2 + static_cast<size_t>(-n)), buf, static_cast<size_t>(k));
-        buf[0] = '0';
-        buf[1] = '.';
-        std::memset(buf + 2, '0', static_cast<size_t>(-n));
-        return buf + (2U + static_cast<size_t>(-n) + static_cast<size_t>(k));
-    }
-
-    if (k == 1)
-    {
-        // dE+123
-        // len <= 1 + 5
-
-        buf += 1;
-    }
-    else
-    {
-        // d.igitsE+123
-        // len <= max_digits10 + 1 + 5
-
-        std::memmove(buf + 2, buf + 1, static_cast<size_t>(k) - 1);
-        buf[1] = '.';
-        buf += 1 + static_cast<size_t>(k);
-    }
-
-    *buf++ = 'e';
-    return append_exponent(buf, n - 1);
-}
-
-}  // namespace dtoa_impl
-
-/*!
-@brief generates a decimal representation of the floating-point number value in [first, last).
-
-The format of the resulting decimal representation is similar to printf's %g
-format. Returns an iterator pointing past-the-end of the decimal representation.
-
-@note The input number must be finite, i.e. NaN's and Inf's are not supported.
-@note The buffer must be large enough.
-@note The result is NOT null-terminated.
-*/
-template<typename FloatType>
-JSON_HEDLEY_NON_NULL(1, 2)
-JSON_HEDLEY_RETURNS_NON_NULL
-char* to_chars(char* first, const char* last, FloatType value)
-{
-    static_cast<void>(last); // maybe unused - fix warning
-    JSON_ASSERT(std::isfinite(value));
-
-    // Use signbit(value) instead of (value < 0) since signbit works for -0.
-    if (std::signbit(value))
-    {
-        value = -value;
-        *first++ = '-';
-    }
-
-#ifdef __GNUC__
-#pragma GCC diagnostic push
-#pragma GCC diagnostic ignored "-Wfloat-equal"
-#endif
-    if (value == 0) // +-0
-    {
-        *first++ = '0';
-        // Make it look like a floating-point number (#362, #378)
-        *first++ = '.';
-        *first++ = '0';
-        return first;
-    }
-#ifdef __GNUC__
-#pragma GCC diagnostic pop
-#endif
-
-    JSON_ASSERT(last - first >= std::numeric_limits<FloatType>::max_digits10);
-
-    // Compute v = buffer * 10^decimal_exponent.
-    // The decimal digits are stored in the buffer, which needs to be interpreted
-    // as an unsigned decimal integer.
-    // len is the length of the buffer, i.e. the number of decimal digits.
-    int len = 0;
-    int decimal_exponent = 0;
-    dtoa_impl::grisu2(first, len, decimal_exponent, value);
-
-    JSON_ASSERT(len <= std::numeric_limits<FloatType>::max_digits10);
-
-    // Format the buffer like printf("%.*g", prec, value)
-    constexpr int kMinExp = -4;
-    // Use digits10 here to increase compatibility with version 2.
-    constexpr int kMaxExp = std::numeric_limits<FloatType>::digits10;
-
-    JSON_ASSERT(last - first >= kMaxExp + 2);
-    JSON_ASSERT(last - first >= 2 + (-kMinExp - 1) + std::numeric_limits<FloatType>::max_digits10);
-    JSON_ASSERT(last - first >= std::numeric_limits<FloatType>::max_digits10 + 6);
-
-    return dtoa_impl::format_buffer(first, len, decimal_exponent, kMinExp, kMaxExp);
-}
-
-}  // namespace detail
-NLOHMANN_JSON_NAMESPACE_END
-
-// #include <nlohmann/detail/exceptions.hpp>
-
-// #include <nlohmann/detail/macro_scope.hpp>
-
-// #include <nlohmann/detail/meta/cpp_future.hpp>
-
-// #include <nlohmann/detail/output/binary_writer.hpp>
-
-// #include <nlohmann/detail/output/output_adapters.hpp>
-
-// #include <nlohmann/detail/string_concat.hpp>
-
-// #include <nlohmann/detail/value_t.hpp>
-
-
-NLOHMANN_JSON_NAMESPACE_BEGIN
-namespace detail
-{
-
-///////////////////
-// serialization //
-///////////////////
-
-/// how to treat decoding errors
-enum class error_handler_t
-{
-    strict,  ///< throw a type_error exception in case of invalid UTF-8
-    replace, ///< replace invalid UTF-8 sequences with U+FFFD
-    ignore   ///< ignore invalid UTF-8 sequences
-};
-
-template<typename BasicJsonType>
-class serializer
-{
-    using string_t = typename BasicJsonType::string_t;
-    using number_float_t = typename BasicJsonType::number_float_t;
-    using number_integer_t = typename BasicJsonType::number_integer_t;
-    using number_unsigned_t = typename BasicJsonType::number_unsigned_t;
-    using binary_char_t = typename BasicJsonType::binary_t::value_type;
-    static constexpr std::uint8_t UTF8_ACCEPT = 0;
-    static constexpr std::uint8_t UTF8_REJECT = 1;
-
-  public:
-    /*!
-    @param[in] s  output stream to serialize to
-    @param[in] ichar  indentation character to use
-    @param[in] error_handler_  how to react on decoding errors
-    */
-    serializer(output_adapter_t<char> s, const char ichar,
-               error_handler_t error_handler_ = error_handler_t::strict)
-        : o(std::move(s))
-        , loc(std::localeconv())
-        , thousands_sep(loc->thousands_sep == nullptr ? '\0' : std::char_traits<char>::to_char_type(* (loc->thousands_sep)))
-        , decimal_point(loc->decimal_point == nullptr ? '\0' : std::char_traits<char>::to_char_type(* (loc->decimal_point)))
-        , indent_char(ichar)
-        , indent_string(512, indent_char)
-        , error_handler(error_handler_)
-    {}
-
-    // delete because of pointer members
-    serializer(const serializer&) = delete;
-    serializer& operator=(const serializer&) = delete;
-    serializer(serializer&&) = delete;
-    serializer& operator=(serializer&&) = delete;
-    ~serializer() = default;
-
-    /*!
-    @brief internal implementation of the serialization function
-
-    This function is called by the public member function dump and organizes
-    the serialization internally. The indentation level is propagated as
-    additional parameter. In case of arrays and objects, the function is
-    called recursively.
-
-    - strings and object keys are escaped using `escape_string()`
-    - integer numbers are converted implicitly via `operator<<`
-    - floating-point numbers are converted to a string using `"%g"` format
-    - binary values are serialized as objects containing the subtype and the
-      byte array
-
-    @param[in] val               value to serialize
-    @param[in] pretty_print      whether the output shall be pretty-printed
-    @param[in] ensure_ascii If @a ensure_ascii is true, all non-ASCII characters
-    in the output are escaped with `\uXXXX` sequences, and the result consists
-    of ASCII characters only.
-    @param[in] indent_step       the indent level
-    @param[in] current_indent    the current indent level (only used internally)
-    */
-    void dump(const BasicJsonType& val,
-              const bool pretty_print,
-              const bool ensure_ascii,
-              const unsigned int indent_step,
-              const unsigned int current_indent = 0)
-    {
-        switch (val.m_type)
-        {
-            case value_t::object:
-            {
-                if (val.m_value.object->empty())
-                {
-                    o->write_characters("{}", 2);
-                    return;
-                }
-
-                if (pretty_print)
-                {
-                    o->write_characters("{\n", 2);
-
-                    // variable to hold indentation for recursive calls
-                    const auto new_indent = current_indent + indent_step;
-                    if (JSON_HEDLEY_UNLIKELY(indent_string.size() < new_indent))
-                    {
-                        indent_string.resize(indent_string.size() * 2, ' ');
-                    }
-
-                    // first n-1 elements
-                    auto i = val.m_value.object->cbegin();
-                    for (std::size_t cnt = 0; cnt < val.m_value.object->size() - 1; ++cnt, ++i)
-                    {
-                        o->write_characters(indent_string.c_str(), new_indent);
-                        o->write_character('\"');
-                        dump_escaped(i->first, ensure_ascii);
-                        o->write_characters("\": ", 3);
-                        dump(i->second, true, ensure_ascii, indent_step, new_indent);
-                        o->write_characters(",\n", 2);
-                    }
-
-                    // last element
-                    JSON_ASSERT(i != val.m_value.object->cend());
-                    JSON_ASSERT(std::next(i) == val.m_value.object->cend());
-                    o->write_characters(indent_string.c_str(), new_indent);
-                    o->write_character('\"');
-                    dump_escaped(i->first, ensure_ascii);
-                    o->write_characters("\": ", 3);
-                    dump(i->second, true, ensure_ascii, indent_step, new_indent);
-
-                    o->write_character('\n');
-                    o->write_characters(indent_string.c_str(), current_indent);
-                    o->write_character('}');
-                }
-                else
-                {
-                    o->write_character('{');
-
-                    // first n-1 elements
-                    auto i = val.m_value.object->cbegin();
-                    for (std::size_t cnt = 0; cnt < val.m_value.object->size() - 1; ++cnt, ++i)
-                    {
-                        o->write_character('\"');
-                        dump_escaped(i->first, ensure_ascii);
-                        o->write_characters("\":", 2);
-                        dump(i->second, false, ensure_ascii, indent_step, current_indent);
-                        o->write_character(',');
-                    }
-
-                    // last element
-                    JSON_ASSERT(i != val.m_value.object->cend());
-                    JSON_ASSERT(std::next(i) == val.m_value.object->cend());
-                    o->write_character('\"');
-                    dump_escaped(i->first, ensure_ascii);
-                    o->write_characters("\":", 2);
-                    dump(i->second, false, ensure_ascii, indent_step, current_indent);
-
-                    o->write_character('}');
-                }
-
-                return;
-            }
-
-            case value_t::array:
-            {
-                if (val.m_value.array->empty())
-                {
-                    o->write_characters("[]", 2);
-                    return;
-                }
-
-                if (pretty_print)
-                {
-                    o->write_characters("[\n", 2);
-
-                    // variable to hold indentation for recursive calls
-                    const auto new_indent = current_indent + indent_step;
-                    if (JSON_HEDLEY_UNLIKELY(indent_string.size() < new_indent))
-                    {
-                        indent_string.resize(indent_string.size() * 2, ' ');
-                    }
-
-                    // first n-1 elements
-                    for (auto i = val.m_value.array->cbegin();
-                            i != val.m_value.array->cend() - 1; ++i)
-                    {
-                        o->write_characters(indent_string.c_str(), new_indent);
-                        dump(*i, true, ensure_ascii, indent_step, new_indent);
-                        o->write_characters(",\n", 2);
-                    }
-
-                    // last element
-                    JSON_ASSERT(!val.m_value.array->empty());
-                    o->write_characters(indent_string.c_str(), new_indent);
-                    dump(val.m_value.array->back(), true, ensure_ascii, indent_step, new_indent);
-
-                    o->write_character('\n');
-                    o->write_characters(indent_string.c_str(), current_indent);
-                    o->write_character(']');
-                }
-                else
-                {
-                    o->write_character('[');
-
-                    // first n-1 elements
-                    for (auto i = val.m_value.array->cbegin();
-                            i != val.m_value.array->cend() - 1; ++i)
-                    {
-                        dump(*i, false, ensure_ascii, indent_step, current_indent);
-                        o->write_character(',');
-                    }
-
-                    // last element
-                    JSON_ASSERT(!val.m_value.array->empty());
-                    dump(val.m_value.array->back(), false, ensure_ascii, indent_step, current_indent);
-
-                    o->write_character(']');
-                }
-
-                return;
-            }
-
-            case value_t::string:
-            {
-                o->write_character('\"');
-                dump_escaped(*val.m_value.string, ensure_ascii);
-                o->write_character('\"');
-                return;
-            }
-
-            case value_t::binary:
-            {
-                if (pretty_print)
-                {
-                    o->write_characters("{\n", 2);
-
-                    // variable to hold indentation for recursive calls
-                    const auto new_indent = current_indent + indent_step;
-                    if (JSON_HEDLEY_UNLIKELY(indent_string.size() < new_indent))
-                    {
-                        indent_string.resize(indent_string.size() * 2, ' ');
-                    }
-
-                    o->write_characters(indent_string.c_str(), new_indent);
-
-                    o->write_characters("\"bytes\": [", 10);
-
-                    if (!val.m_value.binary->empty())
-                    {
-                        for (auto i = val.m_value.binary->cbegin();
-                                i != val.m_value.binary->cend() - 1; ++i)
-                        {
-                            dump_integer(*i);
-                            o->write_characters(", ", 2);
-                        }
-                        dump_integer(val.m_value.binary->back());
-                    }
-
-                    o->write_characters("],\n", 3);
-                    o->write_characters(indent_string.c_str(), new_indent);
-
-                    o->write_characters("\"subtype\": ", 11);
-                    if (val.m_value.binary->has_subtype())
-                    {
-                        dump_integer(val.m_value.binary->subtype());
-                    }
-                    else
-                    {
-                        o->write_characters("null", 4);
-                    }
-                    o->write_character('\n');
-                    o->write_characters(indent_string.c_str(), current_indent);
-                    o->write_character('}');
-                }
-                else
-                {
-                    o->write_characters("{\"bytes\":[", 10);
-
-                    if (!val.m_value.binary->empty())
-                    {
-                        for (auto i = val.m_value.binary->cbegin();
-                                i != val.m_value.binary->cend() - 1; ++i)
-                        {
-                            dump_integer(*i);
-                            o->write_character(',');
-                        }
-                        dump_integer(val.m_value.binary->back());
-                    }
-
-                    o->write_characters("],\"subtype\":", 12);
-                    if (val.m_value.binary->has_subtype())
-                    {
-                        dump_integer(val.m_value.binary->subtype());
-                        o->write_character('}');
-                    }
-                    else
-                    {
-                        o->write_characters("null}", 5);
-                    }
-                }
-                return;
-            }
-
-            case value_t::boolean:
-            {
-                if (val.m_value.boolean)
-                {
-                    o->write_characters("true", 4);
-                }
-                else
-                {
-                    o->write_characters("false", 5);
-                }
-                return;
-            }
-
-            case value_t::number_integer:
-            {
-                dump_integer(val.m_value.number_integer);
-                return;
-            }
-
-            case value_t::number_unsigned:
-            {
-                dump_integer(val.m_value.number_unsigned);
-                return;
-            }
-
-            case value_t::number_float:
-            {
-                dump_float(val.m_value.number_float);
-                return;
-            }
-
-            case value_t::discarded:
-            {
-                o->write_characters("<discarded>", 11);
-                return;
-            }
-
-            case value_t::null:
-            {
-                o->write_characters("null", 4);
-                return;
-            }
-
-            default:            // LCOV_EXCL_LINE
-                JSON_ASSERT(false); // NOLINT(cert-dcl03-c,hicpp-static-assert,misc-static-assert) LCOV_EXCL_LINE
-        }
-    }
-
-  JSON_PRIVATE_UNLESS_TESTED:
-    /*!
-    @brief dump escaped string
-
-    Escape a string by replacing certain special characters by a sequence of an
-    escape character (backslash) and another character and other control
-    characters by a sequence of "\u" followed by a four-digit hex
-    representation. The escaped string is written to output stream @a o.
-
-    @param[in] s  the string to escape
-    @param[in] ensure_ascii  whether to escape non-ASCII characters with
-                             \uXXXX sequences
-
-    @complexity Linear in the length of string @a s.
-    */
-    void dump_escaped(const string_t& s, const bool ensure_ascii)
-    {
-        std::uint32_t codepoint{};
-        std::uint8_t state = UTF8_ACCEPT;
-        std::size_t bytes = 0;  // number of bytes written to string_buffer
-
-        // number of bytes written at the point of the last valid byte
-        std::size_t bytes_after_last_accept = 0;
-        std::size_t undumped_chars = 0;
-
-        for (std::size_t i = 0; i < s.size(); ++i)
-        {
-            const auto byte = static_cast<std::uint8_t>(s[i]);
-
-            switch (decode(state, codepoint, byte))
-            {
-                case UTF8_ACCEPT:  // decode found a new code point
-                {
-                    switch (codepoint)
-                    {
-                        case 0x08: // backspace
-                        {
-                            string_buffer[bytes++] = '\\';
-                            string_buffer[bytes++] = 'b';
-                            break;
-                        }
-
-                        case 0x09: // horizontal tab
-                        {
-                            string_buffer[bytes++] = '\\';
-                            string_buffer[bytes++] = 't';
-                            break;
-                        }
-
-                        case 0x0A: // newline
-                        {
-                            string_buffer[bytes++] = '\\';
-                            string_buffer[bytes++] = 'n';
-                            break;
-                        }
-
-                        case 0x0C: // formfeed
-                        {
-                            string_buffer[bytes++] = '\\';
-                            string_buffer[bytes++] = 'f';
-                            break;
-                        }
-
-                        case 0x0D: // carriage return
-                        {
-                            string_buffer[bytes++] = '\\';
-                            string_buffer[bytes++] = 'r';
-                            break;
-                        }
-
-                        case 0x22: // quotation mark
-                        {
-                            string_buffer[bytes++] = '\\';
-                            string_buffer[bytes++] = '\"';
-                            break;
-                        }
-
-                        case 0x5C: // reverse solidus
-                        {
-                            string_buffer[bytes++] = '\\';
-                            string_buffer[bytes++] = '\\';
-                            break;
-                        }
-
-                        default:
-                        {
-                            // escape control characters (0x00..0x1F) or, if
-                            // ensure_ascii parameter is used, non-ASCII characters
-                            if ((codepoint <= 0x1F) || (ensure_ascii && (codepoint >= 0x7F)))
-                            {
-                                if (codepoint <= 0xFFFF)
-                                {
-                                    // NOLINTNEXTLINE(cppcoreguidelines-pro-type-vararg,hicpp-vararg)
-                                    static_cast<void>((std::snprintf)(string_buffer.data() + bytes, 7, "\\u%04x",
-                                                                      static_cast<std::uint16_t>(codepoint)));
-                                    bytes += 6;
-                                }
-                                else
-                                {
-                                    // NOLINTNEXTLINE(cppcoreguidelines-pro-type-vararg,hicpp-vararg)
-                                    static_cast<void>((std::snprintf)(string_buffer.data() + bytes, 13, "\\u%04x\\u%04x",
-                                                                      static_cast<std::uint16_t>(0xD7C0u + (codepoint >> 10u)),
-                                                                      static_cast<std::uint16_t>(0xDC00u + (codepoint & 0x3FFu))));
-                                    bytes += 12;
-                                }
-                            }
-                            else
-                            {
-                                // copy byte to buffer (all previous bytes
-                                // been copied have in default case above)
-                                string_buffer[bytes++] = s[i];
-                            }
-                            break;
-                        }
-                    }
-
-                    // write buffer and reset index; there must be 13 bytes
-                    // left, as this is the maximal number of bytes to be
-                    // written ("\uxxxx\uxxxx\0") for one code point
-                    if (string_buffer.size() - bytes < 13)
-                    {
-                        o->write_characters(string_buffer.data(), bytes);
-                        bytes = 0;
-                    }
-
-                    // remember the byte position of this accept
-                    bytes_after_last_accept = bytes;
-                    undumped_chars = 0;
-                    break;
-                }
-
-                case UTF8_REJECT:  // decode found invalid UTF-8 byte
-                {
-                    switch (error_handler)
-                    {
-                        case error_handler_t::strict:
-                        {
-                            JSON_THROW(type_error::create(316, concat("invalid UTF-8 byte at index ", std::to_string(i), ": 0x", hex_bytes(byte | 0)), nullptr));
-                        }
-
-                        case error_handler_t::ignore:
-                        case error_handler_t::replace:
-                        {
-                            // in case we saw this character the first time, we
-                            // would like to read it again, because the byte
-                            // may be OK for itself, but just not OK for the
-                            // previous sequence
-                            if (undumped_chars > 0)
-                            {
-                                --i;
-                            }
-
-                            // reset length buffer to the last accepted index;
-                            // thus removing/ignoring the invalid characters
-                            bytes = bytes_after_last_accept;
-
-                            if (error_handler == error_handler_t::replace)
-                            {
-                                // add a replacement character
-                                if (ensure_ascii)
-                                {
-                                    string_buffer[bytes++] = '\\';
-                                    string_buffer[bytes++] = 'u';
-                                    string_buffer[bytes++] = 'f';
-                                    string_buffer[bytes++] = 'f';
-                                    string_buffer[bytes++] = 'f';
-                                    string_buffer[bytes++] = 'd';
-                                }
-                                else
-                                {
-                                    string_buffer[bytes++] = detail::binary_writer<BasicJsonType, char>::to_char_type('\xEF');
-                                    string_buffer[bytes++] = detail::binary_writer<BasicJsonType, char>::to_char_type('\xBF');
-                                    string_buffer[bytes++] = detail::binary_writer<BasicJsonType, char>::to_char_type('\xBD');
-                                }
-
-                                // write buffer and reset index; there must be 13 bytes
-                                // left, as this is the maximal number of bytes to be
-                                // written ("\uxxxx\uxxxx\0") for one code point
-                                if (string_buffer.size() - bytes < 13)
-                                {
-                                    o->write_characters(string_buffer.data(), bytes);
-                                    bytes = 0;
-                                }
-
-                                bytes_after_last_accept = bytes;
-                            }
-
-                            undumped_chars = 0;
-
-                            // continue processing the string
-                            state = UTF8_ACCEPT;
-                            break;
-                        }
-
-                        default:            // LCOV_EXCL_LINE
-                            JSON_ASSERT(false); // NOLINT(cert-dcl03-c,hicpp-static-assert,misc-static-assert) LCOV_EXCL_LINE
-                    }
-                    break;
-                }
-
-                default:  // decode found yet incomplete multi-byte code point
-                {
-                    if (!ensure_ascii)
-                    {
-                        // code point will not be escaped - copy byte to buffer
-                        string_buffer[bytes++] = s[i];
-                    }
-                    ++undumped_chars;
-                    break;
-                }
-            }
-        }
-
-        // we finished processing the string
-        if (JSON_HEDLEY_LIKELY(state == UTF8_ACCEPT))
-        {
-            // write buffer
-            if (bytes > 0)
-            {
-                o->write_characters(string_buffer.data(), bytes);
-            }
-        }
-        else
-        {
-            // we finish reading, but do not accept: string was incomplete
-            switch (error_handler)
-            {
-                case error_handler_t::strict:
-                {
-                    JSON_THROW(type_error::create(316, concat("incomplete UTF-8 string; last byte: 0x", hex_bytes(static_cast<std::uint8_t>(s.back() | 0))), nullptr));
-                }
-
-                case error_handler_t::ignore:
-                {
-                    // write all accepted bytes
-                    o->write_characters(string_buffer.data(), bytes_after_last_accept);
-                    break;
-                }
-
-                case error_handler_t::replace:
-                {
-                    // write all accepted bytes
-                    o->write_characters(string_buffer.data(), bytes_after_last_accept);
-                    // add a replacement character
-                    if (ensure_ascii)
-                    {
-                        o->write_characters("\\ufffd", 6);
-                    }
-                    else
-                    {
-                        o->write_characters("\xEF\xBF\xBD", 3);
-                    }
-                    break;
-                }
-
-                default:            // LCOV_EXCL_LINE
-                    JSON_ASSERT(false); // NOLINT(cert-dcl03-c,hicpp-static-assert,misc-static-assert) LCOV_EXCL_LINE
-            }
-        }
-    }
-
-  private:
-    /*!
-    @brief count digits
-
-    Count the number of decimal (base 10) digits for an input unsigned integer.
-
-    @param[in] x  unsigned integer number to count its digits
-    @return    number of decimal digits
-    */
-    inline unsigned int count_digits(number_unsigned_t x) noexcept
-    {
-        unsigned int n_digits = 1;
-        for (;;)
-        {
-            if (x < 10)
-            {
-                return n_digits;
-            }
-            if (x < 100)
-            {
-                return n_digits + 1;
-            }
-            if (x < 1000)
-            {
-                return n_digits + 2;
-            }
-            if (x < 10000)
-            {
-                return n_digits + 3;
-            }
-            x = x / 10000u;
-            n_digits += 4;
-        }
-    }
-
-    /*!
-     * @brief convert a byte to a uppercase hex representation
-     * @param[in] byte byte to represent
-     * @return representation ("00".."FF")
-     */
-    static std::string hex_bytes(std::uint8_t byte)
-    {
-        std::string result = "FF";
-        constexpr const char* nibble_to_hex = "0123456789ABCDEF";
-        result[0] = nibble_to_hex[byte / 16];
-        result[1] = nibble_to_hex[byte % 16];
-        return result;
-    }
-
-    // templates to avoid warnings about useless casts
-    template <typename NumberType, enable_if_t<std::is_signed<NumberType>::value, int> = 0>
-    bool is_negative_number(NumberType x)
-    {
-        return x < 0;
-    }
-
-    template < typename NumberType, enable_if_t <std::is_unsigned<NumberType>::value, int > = 0 >
-    bool is_negative_number(NumberType /*unused*/)
-    {
-        return false;
-    }
-
-    /*!
-    @brief dump an integer
-
-    Dump a given integer to output stream @a o. Works internally with
-    @a number_buffer.
-
-    @param[in] x  integer number (signed or unsigned) to dump
-    @tparam NumberType either @a number_integer_t or @a number_unsigned_t
-    */
-    template < typename NumberType, detail::enable_if_t <
-                   std::is_integral<NumberType>::value ||
-                   std::is_same<NumberType, number_unsigned_t>::value ||
-                   std::is_same<NumberType, number_integer_t>::value ||
-                   std::is_same<NumberType, binary_char_t>::value,
-                   int > = 0 >
-    void dump_integer(NumberType x)
-    {
-        static constexpr std::array<std::array<char, 2>, 100> digits_to_99
-        {
-            {
-                {{'0', '0'}}, {{'0', '1'}}, {{'0', '2'}}, {{'0', '3'}}, {{'0', '4'}}, {{'0', '5'}}, {{'0', '6'}}, {{'0', '7'}}, {{'0', '8'}}, {{'0', '9'}},
-                {{'1', '0'}}, {{'1', '1'}}, {{'1', '2'}}, {{'1', '3'}}, {{'1', '4'}}, {{'1', '5'}}, {{'1', '6'}}, {{'1', '7'}}, {{'1', '8'}}, {{'1', '9'}},
-                {{'2', '0'}}, {{'2', '1'}}, {{'2', '2'}}, {{'2', '3'}}, {{'2', '4'}}, {{'2', '5'}}, {{'2', '6'}}, {{'2', '7'}}, {{'2', '8'}}, {{'2', '9'}},
-                {{'3', '0'}}, {{'3', '1'}}, {{'3', '2'}}, {{'3', '3'}}, {{'3', '4'}}, {{'3', '5'}}, {{'3', '6'}}, {{'3', '7'}}, {{'3', '8'}}, {{'3', '9'}},
-                {{'4', '0'}}, {{'4', '1'}}, {{'4', '2'}}, {{'4', '3'}}, {{'4', '4'}}, {{'4', '5'}}, {{'4', '6'}}, {{'4', '7'}}, {{'4', '8'}}, {{'4', '9'}},
-                {{'5', '0'}}, {{'5', '1'}}, {{'5', '2'}}, {{'5', '3'}}, {{'5', '4'}}, {{'5', '5'}}, {{'5', '6'}}, {{'5', '7'}}, {{'5', '8'}}, {{'5', '9'}},
-                {{'6', '0'}}, {{'6', '1'}}, {{'6', '2'}}, {{'6', '3'}}, {{'6', '4'}}, {{'6', '5'}}, {{'6', '6'}}, {{'6', '7'}}, {{'6', '8'}}, {{'6', '9'}},
-                {{'7', '0'}}, {{'7', '1'}}, {{'7', '2'}}, {{'7', '3'}}, {{'7', '4'}}, {{'7', '5'}}, {{'7', '6'}}, {{'7', '7'}}, {{'7', '8'}}, {{'7', '9'}},
-                {{'8', '0'}}, {{'8', '1'}}, {{'8', '2'}}, {{'8', '3'}}, {{'8', '4'}}, {{'8', '5'}}, {{'8', '6'}}, {{'8', '7'}}, {{'8', '8'}}, {{'8', '9'}},
-                {{'9', '0'}}, {{'9', '1'}}, {{'9', '2'}}, {{'9', '3'}}, {{'9', '4'}}, {{'9', '5'}}, {{'9', '6'}}, {{'9', '7'}}, {{'9', '8'}}, {{'9', '9'}},
-            }
-        };
-
-        // special case for "0"
-        if (x == 0)
-        {
-            o->write_character('0');
-            return;
-        }
-
-        // use a pointer to fill the buffer
-        auto buffer_ptr = number_buffer.begin(); // NOLINT(llvm-qualified-auto,readability-qualified-auto,cppcoreguidelines-pro-type-vararg,hicpp-vararg)
-
-        number_unsigned_t abs_value;
-
-        unsigned int n_chars{};
-
-        if (is_negative_number(x))
-        {
-            *buffer_ptr = '-';
-            abs_value = remove_sign(static_cast<number_integer_t>(x));
-
-            // account one more byte for the minus sign
-            n_chars = 1 + count_digits(abs_value);
-        }
-        else
-        {
-            abs_value = static_cast<number_unsigned_t>(x);
-            n_chars = count_digits(abs_value);
-        }
-
-        // spare 1 byte for '\0'
-        JSON_ASSERT(n_chars < number_buffer.size() - 1);
-
-        // jump to the end to generate the string from backward,
-        // so we later avoid reversing the result
-        buffer_ptr += n_chars;
-
-        // Fast int2ascii implementation inspired by "Fastware" talk by Andrei Alexandrescu
-        // See: https://www.youtube.com/watch?v=o4-CwDo2zpg
-        while (abs_value >= 100)
-        {
-            const auto digits_index = static_cast<unsigned>((abs_value % 100));
-            abs_value /= 100;
-            *(--buffer_ptr) = digits_to_99[digits_index][1];
-            *(--buffer_ptr) = digits_to_99[digits_index][0];
-        }
-
-        if (abs_value >= 10)
-        {
-            const auto digits_index = static_cast<unsigned>(abs_value);
-            *(--buffer_ptr) = digits_to_99[digits_index][1];
-            *(--buffer_ptr) = digits_to_99[digits_index][0];
-        }
-        else
-        {
-            *(--buffer_ptr) = static_cast<char>('0' + abs_value);
-        }
-
-        o->write_characters(number_buffer.data(), n_chars);
-    }
-
-    /*!
-    @brief dump a floating-point number
-
-    Dump a given floating-point number to output stream @a o. Works internally
-    with @a number_buffer.
-
-    @param[in] x  floating-point number to dump
-    */
-    void dump_float(number_float_t x)
-    {
-        // NaN / inf
-        if (!std::isfinite(x))
-        {
-            o->write_characters("null", 4);
-            return;
-        }
-
-        // If number_float_t is an IEEE-754 single or double precision number,
-        // use the Grisu2 algorithm to produce short numbers which are
-        // guaranteed to round-trip, using strtof and strtod, resp.
-        //
-        // NB: The test below works if <long double> == <double>.
-        static constexpr bool is_ieee_single_or_double
-            = (std::numeric_limits<number_float_t>::is_iec559 && std::numeric_limits<number_float_t>::digits == 24 && std::numeric_limits<number_float_t>::max_exponent == 128) ||
-              (std::numeric_limits<number_float_t>::is_iec559 && std::numeric_limits<number_float_t>::digits == 53 && std::numeric_limits<number_float_t>::max_exponent == 1024);
-
-        dump_float(x, std::integral_constant<bool, is_ieee_single_or_double>());
-    }
-
-    void dump_float(number_float_t x, std::true_type /*is_ieee_single_or_double*/)
-    {
-        auto* begin = number_buffer.data();
-        auto* end = ::nlohmann::detail::to_chars(begin, begin + number_buffer.size(), x);
-
-        o->write_characters(begin, static_cast<size_t>(end - begin));
-    }
-
-    void dump_float(number_float_t x, std::false_type /*is_ieee_single_or_double*/)
-    {
-        // get number of digits for a float -> text -> float round-trip
-        static constexpr auto d = std::numeric_limits<number_float_t>::max_digits10;
-
-        // the actual conversion
-        // NOLINTNEXTLINE(cppcoreguidelines-pro-type-vararg,hicpp-vararg)
-        std::ptrdiff_t len = (std::snprintf)(number_buffer.data(), number_buffer.size(), "%.*g", d, x);
-
-        // negative value indicates an error
-        JSON_ASSERT(len > 0);
-        // check if buffer was large enough
-        JSON_ASSERT(static_cast<std::size_t>(len) < number_buffer.size());
-
-        // erase thousands separator
-        if (thousands_sep != '\0')
-        {
-            // NOLINTNEXTLINE(readability-qualified-auto,llvm-qualified-auto): std::remove returns an iterator, see https://github.com/nlohmann/json/issues/3081
-            const auto end = std::remove(number_buffer.begin(), number_buffer.begin() + len, thousands_sep);
-            std::fill(end, number_buffer.end(), '\0');
-            JSON_ASSERT((end - number_buffer.begin()) <= len);
-            len = (end - number_buffer.begin());
-        }
-
-        // convert decimal point to '.'
-        if (decimal_point != '\0' && decimal_point != '.')
-        {
-            // NOLINTNEXTLINE(readability-qualified-auto,llvm-qualified-auto): std::find returns an iterator, see https://github.com/nlohmann/json/issues/3081
-            const auto dec_pos = std::find(number_buffer.begin(), number_buffer.end(), decimal_point);
-            if (dec_pos != number_buffer.end())
-            {
-                *dec_pos = '.';
-            }
-        }
-
-        o->write_characters(number_buffer.data(), static_cast<std::size_t>(len));
-
-        // determine if we need to append ".0"
-        const bool value_is_int_like =
-            std::none_of(number_buffer.begin(), number_buffer.begin() + len + 1,
-                         [](char c)
-        {
-            return c == '.' || c == 'e';
-        });
-
-        if (value_is_int_like)
-        {
-            o->write_characters(".0", 2);
-        }
-    }
-
-    /*!
-    @brief check whether a string is UTF-8 encoded
-
-    The function checks each byte of a string whether it is UTF-8 encoded. The
-    result of the check is stored in the @a state parameter. The function must
-    be called initially with state 0 (accept). State 1 means the string must
-    be rejected, because the current byte is not allowed. If the string is
-    completely processed, but the state is non-zero, the string ended
-    prematurely; that is, the last byte indicated more bytes should have
-    followed.
-
-    @param[in,out] state  the state of the decoding
-    @param[in,out] codep  codepoint (valid only if resulting state is UTF8_ACCEPT)
-    @param[in] byte       next byte to decode
-    @return               new state
-
-    @note The function has been edited: a std::array is used.
-
-    @copyright Copyright (c) 2008-2009 Bjoern Hoehrmann <bjoern@hoehrmann.de>
-    @sa http://bjoern.hoehrmann.de/utf-8/decoder/dfa/
-    */
-    static std::uint8_t decode(std::uint8_t& state, std::uint32_t& codep, const std::uint8_t byte) noexcept
-    {
-        static const std::array<std::uint8_t, 400> utf8d =
-        {
-            {
-                0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, // 00..1F
-                0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, // 20..3F
-                0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, // 40..5F
-                0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, // 60..7F
-                1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, // 80..9F
-                7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, // A0..BF
-                8, 8, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, // C0..DF
-                0xA, 0x3, 0x3, 0x3, 0x3, 0x3, 0x3, 0x3, 0x3, 0x3, 0x3, 0x3, 0x3, 0x4, 0x3, 0x3, // E0..EF
-                0xB, 0x6, 0x6, 0x6, 0x5, 0x8, 0x8, 0x8, 0x8, 0x8, 0x8, 0x8, 0x8, 0x8, 0x8, 0x8, // F0..FF
-                0x0, 0x1, 0x2, 0x3, 0x5, 0x8, 0x7, 0x1, 0x1, 0x1, 0x4, 0x6, 0x1, 0x1, 0x1, 0x1, // s0..s0
-                1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 0, 1, 0, 1, 1, 1, 1, 1, 1, // s1..s2
-                1, 2, 1, 1, 1, 1, 1, 2, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, // s3..s4
-                1, 2, 1, 1, 1, 1, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 3, 1, 3, 1, 1, 1, 1, 1, 1, // s5..s6
-                1, 3, 1, 1, 1, 1, 1, 3, 1, 3, 1, 1, 1, 1, 1, 1, 1, 3, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 // s7..s8
-            }
-        };
-
-        JSON_ASSERT(byte < utf8d.size());
-        const std::uint8_t type = utf8d[byte];
-
-        codep = (state != UTF8_ACCEPT)
-                ? (byte & 0x3fu) | (codep << 6u)
-                : (0xFFu >> type) & (byte);
-
-        std::size_t index = 256u + static_cast<size_t>(state) * 16u + static_cast<size_t>(type);
-        JSON_ASSERT(index < 400);
-        state = utf8d[index];
-        return state;
-    }
-
-    /*
-     * Overload to make the compiler happy while it is instantiating
-     * dump_integer for number_unsigned_t.
-     * Must never be called.
-     */
-    number_unsigned_t remove_sign(number_unsigned_t x)
-    {
-        JSON_ASSERT(false); // NOLINT(cert-dcl03-c,hicpp-static-assert,misc-static-assert) LCOV_EXCL_LINE
-        return x; // LCOV_EXCL_LINE
-    }
-
-    /*
-     * Helper function for dump_integer
-     *
-     * This function takes a negative signed integer and returns its absolute
-     * value as unsigned integer. The plus/minus shuffling is necessary as we can
-     * not directly remove the sign of an arbitrary signed integer as the
-     * absolute values of INT_MIN and INT_MAX are usually not the same. See
-     * #1708 for details.
-     */
-    inline number_unsigned_t remove_sign(number_integer_t x) noexcept
-    {
-        JSON_ASSERT(x < 0 && x < (std::numeric_limits<number_integer_t>::max)()); // NOLINT(misc-redundant-expression)
-        return static_cast<number_unsigned_t>(-(x + 1)) + 1;
-    }
-
-  private:
-    /// the output of the serializer
-    output_adapter_t<char> o = nullptr;
-
-    /// a (hopefully) large enough character buffer
-    std::array<char, 64> number_buffer{{}};
-
-    /// the locale
-    const std::lconv* loc = nullptr;
-    /// the locale's thousand separator character
-    const char thousands_sep = '\0';
-    /// the locale's decimal point character
-    const char decimal_point = '\0';
-
-    /// string buffer
-    std::array<char, 512> string_buffer{{}};
-
-    /// the indentation character
-    const char indent_char;
-    /// the indentation string
-    string_t indent_string;
-
-    /// error_handler how to react on decoding errors
-    const error_handler_t error_handler;
-};
-
-}  // namespace detail
-NLOHMANN_JSON_NAMESPACE_END
-
-// #include <nlohmann/detail/value_t.hpp>
-
-// #include <nlohmann/json_fwd.hpp>
-
-// #include <nlohmann/ordered_map.hpp>
-//     __ _____ _____ _____
-//  __|  |   __|     |   | |  JSON for Modern C++
-// |  |  |__   |  |  | | | |  version 3.11.2
-// |_____|_____|_____|_|___|  https://github.com/nlohmann/json
-//
-// SPDX-FileCopyrightText: 2013-2022 Niels Lohmann <https://nlohmann.me>
-// SPDX-License-Identifier: MIT
-
-
-
-#include <functional> // equal_to, less
-#include <initializer_list> // initializer_list
-#include <iterator> // input_iterator_tag, iterator_traits
-#include <memory> // allocator
-#include <stdexcept> // for out_of_range
-#include <type_traits> // enable_if, is_convertible
-#include <utility> // pair
-#include <vector> // vector
-
-// #include <nlohmann/detail/macro_scope.hpp>
-
-// #include <nlohmann/detail/meta/type_traits.hpp>
-
-
-NLOHMANN_JSON_NAMESPACE_BEGIN
-
-/// ordered_map: a minimal map-like container that preserves insertion order
-/// for use within nlohmann::basic_json<ordered_map>
-template <class Key, class T, class IgnoredLess = std::less<Key>,
-          class Allocator = std::allocator<std::pair<const Key, T>>>
-                  struct ordered_map : std::vector<std::pair<const Key, T>, Allocator>
-{
-    using key_type = Key;
-    using mapped_type = T;
-    using Container = std::vector<std::pair<const Key, T>, Allocator>;
-    using iterator = typename Container::iterator;
-    using const_iterator = typename Container::const_iterator;
-    using size_type = typename Container::size_type;
-    using value_type = typename Container::value_type;
-#ifdef JSON_HAS_CPP_14
-    using key_compare = std::equal_to<>;
-#else
-    using key_compare = std::equal_to<Key>;
-#endif
-
-    // Explicit constructors instead of `using Container::Container`
-    // otherwise older compilers choke on it (GCC <= 5.5, xcode <= 9.4)
-    ordered_map() noexcept(noexcept(Container())) : Container{} {}
-    explicit ordered_map(const Allocator& alloc) noexcept(noexcept(Container(alloc))) : Container{alloc} {}
-    template <class It>
-    ordered_map(It first, It last, const Allocator& alloc = Allocator())
-        : Container{first, last, alloc} {}
-    ordered_map(std::initializer_list<value_type> init, const Allocator& alloc = Allocator() )
-        : Container{init, alloc} {}
-
-    std::pair<iterator, bool> emplace(const key_type& key, T&& t)
-    {
-        for (auto it = this->begin(); it != this->end(); ++it)
-        {
-            if (m_compare(it->first, key))
-            {
-                return {it, false};
-            }
-        }
-        Container::emplace_back(key, std::forward<T>(t));
-        return {std::prev(this->end()), true};
-    }
-
-    template<class KeyType, detail::enable_if_t<
-                 detail::is_usable_as_key_type<key_compare, key_type, KeyType>::value, int> = 0>
-    std::pair<iterator, bool> emplace(KeyType && key, T && t)
-    {
-        for (auto it = this->begin(); it != this->end(); ++it)
-        {
-            if (m_compare(it->first, key))
-            {
-                return {it, false};
-            }
-        }
-        Container::emplace_back(std::forward<KeyType>(key), std::forward<T>(t));
-        return {std::prev(this->end()), true};
-    }
-
-    T& operator[](const key_type& key)
-    {
-        return emplace(key, T{}).first->second;
-    }
-
-    template<class KeyType, detail::enable_if_t<
-                 detail::is_usable_as_key_type<key_compare, key_type, KeyType>::value, int> = 0>
-    T & operator[](KeyType && key)
-    {
-        return emplace(std::forward<KeyType>(key), T{}).first->second;
-    }
-
-    const T& operator[](const key_type& key) const
-    {
-        return at(key);
-    }
-
-    template<class KeyType, detail::enable_if_t<
-                 detail::is_usable_as_key_type<key_compare, key_type, KeyType>::value, int> = 0>
-    const T & operator[](KeyType && key) const
-    {
-        return at(std::forward<KeyType>(key));
-    }
-
-    T& at(const key_type& key)
-    {
-        for (auto it = this->begin(); it != this->end(); ++it)
-        {
-            if (m_compare(it->first, key))
-            {
-                return it->second;
-            }
-        }
-
-        JSON_THROW(std::out_of_range("key not found"));
-    }
-
-    template<class KeyType, detail::enable_if_t<
-                 detail::is_usable_as_key_type<key_compare, key_type, KeyType>::value, int> = 0>
-    T & at(KeyType && key)
-    {
-        for (auto it = this->begin(); it != this->end(); ++it)
-        {
-            if (m_compare(it->first, key))
-            {
-                return it->second;
-            }
-        }
-
-        JSON_THROW(std::out_of_range("key not found"));
-    }
-
-    const T& at(const key_type& key) const
-    {
-        for (auto it = this->begin(); it != this->end(); ++it)
-        {
-            if (m_compare(it->first, key))
-            {
-                return it->second;
-            }
-        }
-
-        JSON_THROW(std::out_of_range("key not found"));
-    }
-
-    template<class KeyType, detail::enable_if_t<
-                 detail::is_usable_as_key_type<key_compare, key_type, KeyType>::value, int> = 0>
-    const T & at(KeyType && key) const
-    {
-        for (auto it = this->begin(); it != this->end(); ++it)
-        {
-            if (m_compare(it->first, key))
-            {
-                return it->second;
-            }
-        }
-
-        JSON_THROW(std::out_of_range("key not found"));
-    }
-
-    size_type erase(const key_type& key)
-    {
-        for (auto it = this->begin(); it != this->end(); ++it)
-        {
-            if (m_compare(it->first, key))
-            {
-                // Since we cannot move const Keys, re-construct them in place
-                for (auto next = it; ++next != this->end(); ++it)
-                {
-                    it->~value_type(); // Destroy but keep allocation
-                    new (&*it) value_type{std::move(*next)};
-                }
-                Container::pop_back();
-                return 1;
-            }
-        }
-        return 0;
-    }
-
-    template<class KeyType, detail::enable_if_t<
-                 detail::is_usable_as_key_type<key_compare, key_type, KeyType>::value, int> = 0>
-    size_type erase(KeyType && key)
-    {
-        for (auto it = this->begin(); it != this->end(); ++it)
-        {
-            if (m_compare(it->first, key))
-            {
-                // Since we cannot move const Keys, re-construct them in place
-                for (auto next = it; ++next != this->end(); ++it)
-                {
-                    it->~value_type(); // Destroy but keep allocation
-                    new (&*it) value_type{std::move(*next)};
-                }
-                Container::pop_back();
-                return 1;
-            }
-        }
-        return 0;
-    }
-
-    iterator erase(iterator pos)
-    {
-        return erase(pos, std::next(pos));
-    }
-
-    iterator erase(iterator first, iterator last)
-    {
-        if (first == last)
-        {
-            return first;
-        }
-
-        const auto elements_affected = std::distance(first, last);
-        const auto offset = std::distance(Container::begin(), first);
-
-        // This is the start situation. We need to delete elements_affected
-        // elements (3 in this example: e, f, g), and need to return an
-        // iterator past the last deleted element (h in this example).
-        // Note that offset is the distance from the start of the vector
-        // to first. We will need this later.
-
-        // [ a, b, c, d, e, f, g, h, i, j ]
-        //               ^        ^
-        //             first    last
-
-        // Since we cannot move const Keys, we re-construct them in place.
-        // We start at first and re-construct (viz. copy) the elements from
-        // the back of the vector. Example for first iteration:
-
-        //               ,--------.
-        //               v        |   destroy e and re-construct with h
-        // [ a, b, c, d, e, f, g, h, i, j ]
-        //               ^        ^
-        //               it       it + elements_affected
-
-        for (auto it = first; std::next(it, elements_affected) != Container::end(); ++it)
-        {
-            it->~value_type(); // destroy but keep allocation
-            new (&*it) value_type{std::move(*std::next(it, elements_affected))}; // "move" next element to it
-        }
-
-        // [ a, b, c, d, h, i, j, h, i, j ]
-        //               ^        ^
-        //             first    last
-
-        // remove the unneeded elements at the end of the vector
-        Container::resize(this->size() - static_cast<size_type>(elements_affected));
-
-        // [ a, b, c, d, h, i, j ]
-        //               ^        ^
-        //             first    last
-
-        // first is now pointing past the last deleted element, but we cannot
-        // use this iterator, because it may have been invalidated by the
-        // resize call. Instead, we can return begin() + offset.
-        return Container::begin() + offset;
-    }
-
-    size_type count(const key_type& key) const
-    {
-        for (auto it = this->begin(); it != this->end(); ++it)
-        {
-            if (m_compare(it->first, key))
-            {
-                return 1;
-            }
-        }
-        return 0;
-    }
-
-    template<class KeyType, detail::enable_if_t<
-                 detail::is_usable_as_key_type<key_compare, key_type, KeyType>::value, int> = 0>
-    size_type count(KeyType && key) const
-    {
-        for (auto it = this->begin(); it != this->end(); ++it)
-        {
-            if (m_compare(it->first, key))
-            {
-                return 1;
-            }
-        }
-        return 0;
-    }
-
-    iterator find(const key_type& key)
-    {
-        for (auto it = this->begin(); it != this->end(); ++it)
-        {
-            if (m_compare(it->first, key))
-            {
-                return it;
-            }
-        }
-        return Container::end();
-    }
-
-    template<class KeyType, detail::enable_if_t<
-                 detail::is_usable_as_key_type<key_compare, key_type, KeyType>::value, int> = 0>
-    iterator find(KeyType && key)
-    {
-        for (auto it = this->begin(); it != this->end(); ++it)
-        {
-            if (m_compare(it->first, key))
-            {
-                return it;
-            }
-        }
-        return Container::end();
-    }
-
-    const_iterator find(const key_type& key) const
-    {
-        for (auto it = this->begin(); it != this->end(); ++it)
-        {
-            if (m_compare(it->first, key))
-            {
-                return it;
-            }
-        }
-        return Container::end();
-    }
-
-    std::pair<iterator, bool> insert( value_type&& value )
-    {
-        return emplace(value.first, std::move(value.second));
-    }
-
-    std::pair<iterator, bool> insert( const value_type& value )
-    {
-        for (auto it = this->begin(); it != this->end(); ++it)
-        {
-            if (m_compare(it->first, value.first))
-            {
-                return {it, false};
-            }
-        }
-        Container::push_back(value);
-        return {--this->end(), true};
-    }
-
-    template<typename InputIt>
-    using require_input_iter = typename std::enable_if<std::is_convertible<typename std::iterator_traits<InputIt>::iterator_category,
-            std::input_iterator_tag>::value>::type;
-
-    template<typename InputIt, typename = require_input_iter<InputIt>>
-    void insert(InputIt first, InputIt last)
-    {
-        for (auto it = first; it != last; ++it)
-        {
-            insert(*it);
-        }
-    }
-
-private:
-    JSON_NO_UNIQUE_ADDRESS key_compare m_compare = key_compare();
-};
-
-NLOHMANN_JSON_NAMESPACE_END
-
-
-#if defined(JSON_HAS_CPP_17)
-    #include <any>
-    #include <string_view>
-#endif
-
-/*!
-@brief namespace for Niels Lohmann
-@see https://github.com/nlohmann
-@since version 1.0.0
-*/
-NLOHMANN_JSON_NAMESPACE_BEGIN
-
-/*!
-@brief a class to store JSON values
-
-@internal
-@invariant The member variables @a m_value and @a m_type have the following
-relationship:
-- If `m_type == value_t::object`, then `m_value.object != nullptr`.
-- If `m_type == value_t::array`, then `m_value.array != nullptr`.
-- If `m_type == value_t::string`, then `m_value.string != nullptr`.
-The invariants are checked by member function assert_invariant().
-
-@note ObjectType trick from https://stackoverflow.com/a/9860911
-@endinternal
-
-@since version 1.0.0
-
-@nosubgrouping
-*/
-NLOHMANN_BASIC_JSON_TPL_DECLARATION
-class basic_json // NOLINT(cppcoreguidelines-special-member-functions,hicpp-special-member-functions)
-{
-  private:
-    template<detail::value_t> friend struct detail::external_constructor;
-
-    template<typename>
-    friend class ::nlohmann::json_pointer;
-    // can be restored when json_pointer backwards compatibility is removed
-    // friend ::nlohmann::json_pointer<StringType>;
-
-    template<typename BasicJsonType, typename InputType>
-    friend class ::nlohmann::detail::parser;
-    friend ::nlohmann::detail::serializer<basic_json>;
-    template<typename BasicJsonType>
-    friend class ::nlohmann::detail::iter_impl;
-    template<typename BasicJsonType, typename CharType>
-    friend class ::nlohmann::detail::binary_writer;
-    template<typename BasicJsonType, typename InputType, typename SAX>
-    friend class ::nlohmann::detail::binary_reader;
-    template<typename BasicJsonType>
-    friend class ::nlohmann::detail::json_sax_dom_parser;
-    template<typename BasicJsonType>
-    friend class ::nlohmann::detail::json_sax_dom_callback_parser;
-    friend class ::nlohmann::detail::exception;
-
-    /// workaround type for MSVC
-    using basic_json_t = NLOHMANN_BASIC_JSON_TPL;
-
-  JSON_PRIVATE_UNLESS_TESTED:
-    // convenience aliases for types residing in namespace detail;
-    using lexer = ::nlohmann::detail::lexer_base<basic_json>;
-
-    template<typename InputAdapterType>
-    static ::nlohmann::detail::parser<basic_json, InputAdapterType> parser(
-        InputAdapterType adapter,
-        detail::parser_callback_t<basic_json>cb = nullptr,
-        const bool allow_exceptions = true,
-        const bool ignore_comments = false
-                                 )
-    {
-        return ::nlohmann::detail::parser<basic_json, InputAdapterType>(std::move(adapter),
-                std::move(cb), allow_exceptions, ignore_comments);
-    }
-
-  private:
-    using primitive_iterator_t = ::nlohmann::detail::primitive_iterator_t;
-    template<typename BasicJsonType>
-    using internal_iterator = ::nlohmann::detail::internal_iterator<BasicJsonType>;
-    template<typename BasicJsonType>
-    using iter_impl = ::nlohmann::detail::iter_impl<BasicJsonType>;
-    template<typename Iterator>
-    using iteration_proxy = ::nlohmann::detail::iteration_proxy<Iterator>;
-    template<typename Base> using json_reverse_iterator = ::nlohmann::detail::json_reverse_iterator<Base>;
-
-    template<typename CharType>
-    using output_adapter_t = ::nlohmann::detail::output_adapter_t<CharType>;
-
-    template<typename InputType>
-    using binary_reader = ::nlohmann::detail::binary_reader<basic_json, InputType>;
-    template<typename CharType> using binary_writer = ::nlohmann::detail::binary_writer<basic_json, CharType>;
-
-  JSON_PRIVATE_UNLESS_TESTED:
-    using serializer = ::nlohmann::detail::serializer<basic_json>;
-
-  public:
-    using value_t = detail::value_t;
-    /// JSON Pointer, see @ref nlohmann::json_pointer
-    using json_pointer = ::nlohmann::json_pointer<StringType>;
-    template<typename T, typename SFINAE>
-    using json_serializer = JSONSerializer<T, SFINAE>;
-    /// how to treat decoding errors
-    using error_handler_t = detail::error_handler_t;
-    /// how to treat CBOR tags
-    using cbor_tag_handler_t = detail::cbor_tag_handler_t;
-    /// helper type for initializer lists of basic_json values
-    using initializer_list_t = std::initializer_list<detail::json_ref<basic_json>>;
-
-    using input_format_t = detail::input_format_t;
-    /// SAX interface type, see @ref nlohmann::json_sax
-    using json_sax_t = json_sax<basic_json>;
-
-    ////////////////
-    // exceptions //
-    ////////////////
-
-    /// @name exceptions
-    /// Classes to implement user-defined exceptions.
-    /// @{
-
-    using exception = detail::exception;
-    using parse_error = detail::parse_error;
-    using invalid_iterator = detail::invalid_iterator;
-    using type_error = detail::type_error;
-    using out_of_range = detail::out_of_range;
-    using other_error = detail::other_error;
-
-    /// @}
-
-
-    /////////////////////
-    // container types //
-    /////////////////////
-
-    /// @name container types
-    /// The canonic container types to use @ref basic_json like any other STL
-    /// container.
-    /// @{
-
-    /// the type of elements in a basic_json container
-    using value_type = basic_json;
-
-    /// the type of an element reference
-    using reference = value_type&;
-    /// the type of an element const reference
-    using const_reference = const value_type&;
-
-    /// a type to represent differences between iterators
-    using difference_type = std::ptrdiff_t;
-    /// a type to represent container sizes
-    using size_type = std::size_t;
-
-    /// the allocator type
-    using allocator_type = AllocatorType<basic_json>;
-
-    /// the type of an element pointer
-    using pointer = typename std::allocator_traits<allocator_type>::pointer;
-    /// the type of an element const pointer
-    using const_pointer = typename std::allocator_traits<allocator_type>::const_pointer;
-
-    /// an iterator for a basic_json container
-    using iterator = iter_impl<basic_json>;
-    /// a const iterator for a basic_json container
-    using const_iterator = iter_impl<const basic_json>;
-    /// a reverse iterator for a basic_json container
-    using reverse_iterator = json_reverse_iterator<typename basic_json::iterator>;
-    /// a const reverse iterator for a basic_json container
-    using const_reverse_iterator = json_reverse_iterator<typename basic_json::const_iterator>;
-
-    /// @}
-
-
-    /// @brief returns the allocator associated with the container
-    /// @sa https://json.nlohmann.me/api/basic_json/get_allocator/
-    static allocator_type get_allocator()
-    {
-        return allocator_type();
-    }
-
-    /// @brief returns version information on the library
-    /// @sa https://json.nlohmann.me/api/basic_json/meta/
-    JSON_HEDLEY_WARN_UNUSED_RESULT
-    static basic_json meta()
-    {
-        basic_json result;
-
-        result["copyright"] = "(C) 2013-2022 Niels Lohmann";
-        result["name"] = "JSON for Modern C++";
-        result["url"] = "https://github.com/nlohmann/json";
-        result["version"]["string"] =
-            detail::concat(std::to_string(NLOHMANN_JSON_VERSION_MAJOR), '.',
-                           std::to_string(NLOHMANN_JSON_VERSION_MINOR), '.',
-                           std::to_string(NLOHMANN_JSON_VERSION_PATCH));
-        result["version"]["major"] = NLOHMANN_JSON_VERSION_MAJOR;
-        result["version"]["minor"] = NLOHMANN_JSON_VERSION_MINOR;
-        result["version"]["patch"] = NLOHMANN_JSON_VERSION_PATCH;
-
-#ifdef _WIN32
-        result["platform"] = "win32";
-#elif defined __linux__
-        result["platform"] = "linux";
-#elif defined __APPLE__
-        result["platform"] = "apple";
-#elif defined __unix__
-        result["platform"] = "unix";
-#else
-        result["platform"] = "unknown";
-#endif
-
-#if defined(__ICC) || defined(__INTEL_COMPILER)
-        result["compiler"] = {{"family", "icc"}, {"version", __INTEL_COMPILER}};
-#elif defined(__clang__)
-        result["compiler"] = {{"family", "clang"}, {"version", __clang_version__}};
-#elif defined(__GNUC__) || defined(__GNUG__)
-        result["compiler"] = {{"family", "gcc"}, {"version", detail::concat(
-                    std::to_string(__GNUC__), '.',
-                    std::to_string(__GNUC_MINOR__), '.',
-                    std::to_string(__GNUC_PATCHLEVEL__))
-            }
-        };
-#elif defined(__HP_cc) || defined(__HP_aCC)
-        result["compiler"] = "hp"
-#elif defined(__IBMCPP__)
-        result["compiler"] = {{"family", "ilecpp"}, {"version", __IBMCPP__}};
-#elif defined(_MSC_VER)
-        result["compiler"] = {{"family", "msvc"}, {"version", _MSC_VER}};
-#elif defined(__PGI)
-        result["compiler"] = {{"family", "pgcpp"}, {"version", __PGI}};
-#elif defined(__SUNPRO_CC)
-        result["compiler"] = {{"family", "sunpro"}, {"version", __SUNPRO_CC}};
-#else
-        result["compiler"] = {{"family", "unknown"}, {"version", "unknown"}};
-#endif
-
-
-#if defined(_MSVC_LANG)
-        result["compiler"]["c++"] = std::to_string(_MSVC_LANG);
-#elif defined(__cplusplus)
-        result["compiler"]["c++"] = std::to_string(__cplusplus);
-#else
-        result["compiler"]["c++"] = "unknown";
-#endif
-        return result;
-    }
-
-
-    ///////////////////////////
-    // JSON value data types //
-    ///////////////////////////
-
-    /// @name JSON value data types
-    /// The data types to store a JSON value. These types are derived from
-    /// the template arguments passed to class @ref basic_json.
-    /// @{
-
-    /// @brief default object key comparator type
-    /// The actual object key comparator type (@ref object_comparator_t) may be
-    /// different.
-    /// @sa https://json.nlohmann.me/api/basic_json/default_object_comparator_t/
-#if defined(JSON_HAS_CPP_14)
-    // use of transparent comparator avoids unnecessary repeated construction of temporaries
-    // in functions involving lookup by key with types other than object_t::key_type (aka. StringType)
-    using default_object_comparator_t = std::less<>;
-#else
-    using default_object_comparator_t = std::less<StringType>;
-#endif
-
-    /// @brief a type for an object
-    /// @sa https://json.nlohmann.me/api/basic_json/object_t/
-    using object_t = ObjectType<StringType,
-          basic_json,
-          default_object_comparator_t,
-          AllocatorType<std::pair<const StringType,
-          basic_json>>>;
-
-    /// @brief a type for an array
-    /// @sa https://json.nlohmann.me/api/basic_json/array_t/
-    using array_t = ArrayType<basic_json, AllocatorType<basic_json>>;
-
-    /// @brief a type for a string
-    /// @sa https://json.nlohmann.me/api/basic_json/string_t/
-    using string_t = StringType;
-
-    /// @brief a type for a boolean
-    /// @sa https://json.nlohmann.me/api/basic_json/boolean_t/
-    using boolean_t = BooleanType;
-
-    /// @brief a type for a number (integer)
-    /// @sa https://json.nlohmann.me/api/basic_json/number_integer_t/
-    using number_integer_t = NumberIntegerType;
-
-    /// @brief a type for a number (unsigned)
-    /// @sa https://json.nlohmann.me/api/basic_json/number_unsigned_t/
-    using number_unsigned_t = NumberUnsignedType;
-
-    /// @brief a type for a number (floating-point)
-    /// @sa https://json.nlohmann.me/api/basic_json/number_float_t/
-    using number_float_t = NumberFloatType;
-
-    /// @brief a type for a packed binary type
-    /// @sa https://json.nlohmann.me/api/basic_json/binary_t/
-    using binary_t = nlohmann::byte_container_with_subtype<BinaryType>;
-
-    /// @brief object key comparator type
-    /// @sa https://json.nlohmann.me/api/basic_json/object_comparator_t/
-    using object_comparator_t = detail::actual_object_comparator_t<basic_json>;
-
-    /// @}
-
-  private:
-
-    /// helper for exception-safe object creation
-    template<typename T, typename... Args>
-    JSON_HEDLEY_RETURNS_NON_NULL
-    static T* create(Args&& ... args)
-    {
-        AllocatorType<T> alloc;
-        using AllocatorTraits = std::allocator_traits<AllocatorType<T>>;
-
-        auto deleter = [&](T * obj)
-        {
-            AllocatorTraits::deallocate(alloc, obj, 1);
-        };
-        std::unique_ptr<T, decltype(deleter)> obj(AllocatorTraits::allocate(alloc, 1), deleter);
-        AllocatorTraits::construct(alloc, obj.get(), std::forward<Args>(args)...);
-        JSON_ASSERT(obj != nullptr);
-        return obj.release();
-    }
-
-    ////////////////////////
-    // JSON value storage //
-    ////////////////////////
-
-  JSON_PRIVATE_UNLESS_TESTED:
-    /*!
-    @brief a JSON value
-
-    The actual storage for a JSON value of the @ref basic_json class. This
-    union combines the different storage types for the JSON value types
-    defined in @ref value_t.
-
-    JSON type | value_t type    | used type
-    --------- | --------------- | ------------------------
-    object    | object          | pointer to @ref object_t
-    array     | array           | pointer to @ref array_t
-    string    | string          | pointer to @ref string_t
-    boolean   | boolean         | @ref boolean_t
-    number    | number_integer  | @ref number_integer_t
-    number    | number_unsigned | @ref number_unsigned_t
-    number    | number_float    | @ref number_float_t
-    binary    | binary          | pointer to @ref binary_t
-    null      | null            | *no value is stored*
-
-    @note Variable-length types (objects, arrays, and strings) are stored as
-    pointers. The size of the union should not exceed 64 bits if the default
-    value types are used.
-
-    @since version 1.0.0
-    */
-    union json_value
-    {
-        /// object (stored with pointer to save storage)
-        object_t* object;
-        /// array (stored with pointer to save storage)
-        array_t* array;
-        /// string (stored with pointer to save storage)
-        string_t* string;
-        /// binary (stored with pointer to save storage)
-        binary_t* binary;
-        /// boolean
-        boolean_t boolean;
-        /// number (integer)
-        number_integer_t number_integer;
-        /// number (unsigned integer)
-        number_unsigned_t number_unsigned;
-        /// number (floating-point)
-        number_float_t number_float;
-
-        /// default constructor (for null values)
-        json_value() = default;
-        /// constructor for booleans
-        json_value(boolean_t v) noexcept : boolean(v) {}
-        /// constructor for numbers (integer)
-        json_value(number_integer_t v) noexcept : number_integer(v) {}
-        /// constructor for numbers (unsigned)
-        json_value(number_unsigned_t v) noexcept : number_unsigned(v) {}
-        /// constructor for numbers (floating-point)
-        json_value(number_float_t v) noexcept : number_float(v) {}
-        /// constructor for empty values of a given type
-        json_value(value_t t)
-        {
-            switch (t)
-            {
-                case value_t::object:
-                {
-                    object = create<object_t>();
-                    break;
-                }
-
-                case value_t::array:
-                {
-                    array = create<array_t>();
-                    break;
-                }
-
-                case value_t::string:
-                {
-                    string = create<string_t>("");
-                    break;
-                }
-
-                case value_t::binary:
-                {
-                    binary = create<binary_t>();
-                    break;
-                }
-
-                case value_t::boolean:
-                {
-                    boolean = static_cast<boolean_t>(false);
-                    break;
-                }
-
-                case value_t::number_integer:
-                {
-                    number_integer = static_cast<number_integer_t>(0);
-                    break;
-                }
-
-                case value_t::number_unsigned:
-                {
-                    number_unsigned = static_cast<number_unsigned_t>(0);
-                    break;
-                }
-
-                case value_t::number_float:
-                {
-                    number_float = static_cast<number_float_t>(0.0);
-                    break;
-                }
-
-                case value_t::null:
-                {
-                    object = nullptr;  // silence warning, see #821
-                    break;
-                }
-
-                case value_t::discarded:
-                default:
-                {
-                    object = nullptr;  // silence warning, see #821
-                    if (JSON_HEDLEY_UNLIKELY(t == value_t::null))
-                    {
-                        JSON_THROW(other_error::create(500, "961c151d2e87f2686a955a9be24d316f1362bf21 3.11.2", nullptr)); // LCOV_EXCL_LINE
-                    }
-                    break;
-                }
-            }
-        }
-
-        /// constructor for strings
-        json_value(const string_t& value) : string(create<string_t>(value)) {}
-
-        /// constructor for rvalue strings
-        json_value(string_t&& value) : string(create<string_t>(std::move(value))) {}
-
-        /// constructor for objects
-        json_value(const object_t& value) : object(create<object_t>(value)) {}
-
-        /// constructor for rvalue objects
-        json_value(object_t&& value) : object(create<object_t>(std::move(value))) {}
-
-        /// constructor for arrays
-        json_value(const array_t& value) : array(create<array_t>(value)) {}
-
-        /// constructor for rvalue arrays
-        json_value(array_t&& value) : array(create<array_t>(std::move(value))) {}
-
-        /// constructor for binary arrays
-        json_value(const typename binary_t::container_type& value) : binary(create<binary_t>(value)) {}
-
-        /// constructor for rvalue binary arrays
-        json_value(typename binary_t::container_type&& value) : binary(create<binary_t>(std::move(value))) {}
-
-        /// constructor for binary arrays (internal type)
-        json_value(const binary_t& value) : binary(create<binary_t>(value)) {}
-
-        /// constructor for rvalue binary arrays (internal type)
-        json_value(binary_t&& value) : binary(create<binary_t>(std::move(value))) {}
-
-        void destroy(value_t t)
-        {
-            if (t == value_t::array || t == value_t::object)
-            {
-                // flatten the current json_value to a heap-allocated stack
-                std::vector<basic_json> stack;
-
-                // move the top-level items to stack
-                if (t == value_t::array)
-                {
-                    stack.reserve(array->size());
-                    std::move(array->begin(), array->end(), std::back_inserter(stack));
-                }
-                else
-                {
-                    stack.reserve(object->size());
-                    for (auto&& it : *object)
-                    {
-                        stack.push_back(std::move(it.second));
-                    }
-                }
-
-                while (!stack.empty())
-                {
-                    // move the last item to local variable to be processed
-                    basic_json current_item(std::move(stack.back()));
-                    stack.pop_back();
-
-                    // if current_item is array/object, move
-                    // its children to the stack to be processed later
-                    if (current_item.is_array())
-                    {
-                        std::move(current_item.m_value.array->begin(), current_item.m_value.array->end(), std::back_inserter(stack));
-
-                        current_item.m_value.array->clear();
-                    }
-                    else if (current_item.is_object())
-                    {
-                        for (auto&& it : *current_item.m_value.object)
-                        {
-                            stack.push_back(std::move(it.second));
-                        }
-
-                        current_item.m_value.object->clear();
-                    }
-
-                    // it's now safe that current_item get destructed
-                    // since it doesn't have any children
-                }
-            }
-
-            switch (t)
-            {
-                case value_t::object:
-                {
-                    AllocatorType<object_t> alloc;
-                    std::allocator_traits<decltype(alloc)>::destroy(alloc, object);
-                    std::allocator_traits<decltype(alloc)>::deallocate(alloc, object, 1);
-                    break;
-                }
-
-                case value_t::array:
-                {
-                    AllocatorType<array_t> alloc;
-                    std::allocator_traits<decltype(alloc)>::destroy(alloc, array);
-                    std::allocator_traits<decltype(alloc)>::deallocate(alloc, array, 1);
-                    break;
-                }
-
-                case value_t::string:
-                {
-                    AllocatorType<string_t> alloc;
-                    std::allocator_traits<decltype(alloc)>::destroy(alloc, string);
-                    std::allocator_traits<decltype(alloc)>::deallocate(alloc, string, 1);
-                    break;
-                }
-
-                case value_t::binary:
-                {
-                    AllocatorType<binary_t> alloc;
-                    std::allocator_traits<decltype(alloc)>::destroy(alloc, binary);
-                    std::allocator_traits<decltype(alloc)>::deallocate(alloc, binary, 1);
-                    break;
-                }
-
-                case value_t::null:
-                case value_t::boolean:
-                case value_t::number_integer:
-                case value_t::number_unsigned:
-                case value_t::number_float:
-                case value_t::discarded:
-                default:
-                {
-                    break;
-                }
-            }
-        }
-    };
-
-  private:
-    /*!
-    @brief checks the class invariants
-
-    This function asserts the class invariants. It needs to be called at the
-    end of every constructor to make sure that created objects respect the
-    invariant. Furthermore, it has to be called each time the type of a JSON
-    value is changed, because the invariant expresses a relationship between
-    @a m_type and @a m_value.
-
-    Furthermore, the parent relation is checked for arrays and objects: If
-    @a check_parents true and the value is an array or object, then the
-    container's elements must have the current value as parent.
-
-    @param[in] check_parents  whether the parent relation should be checked.
-               The value is true by default and should only be set to false
-               during destruction of objects when the invariant does not
-               need to hold.
-    */
-    void assert_invariant(bool check_parents = true) const noexcept
-    {
-        JSON_ASSERT(m_type != value_t::object || m_value.object != nullptr);
-        JSON_ASSERT(m_type != value_t::array || m_value.array != nullptr);
-        JSON_ASSERT(m_type != value_t::string || m_value.string != nullptr);
-        JSON_ASSERT(m_type != value_t::binary || m_value.binary != nullptr);
-
-#if JSON_DIAGNOSTICS
-        JSON_TRY
-        {
-            // cppcheck-suppress assertWithSideEffect
-            JSON_ASSERT(!check_parents || !is_structured() || std::all_of(begin(), end(), [this](const basic_json & j)
-            {
-                return j.m_parent == this;
-            }));
-        }
-        JSON_CATCH(...) {} // LCOV_EXCL_LINE
-#endif
-        static_cast<void>(check_parents);
-    }
-
-    void set_parents()
-    {
-#if JSON_DIAGNOSTICS
-        switch (m_type)
-        {
-            case value_t::array:
-            {
-                for (auto& element : *m_value.array)
-                {
-                    element.m_parent = this;
-                }
-                break;
-            }
-
-            case value_t::object:
-            {
-                for (auto& element : *m_value.object)
-                {
-                    element.second.m_parent = this;
-                }
-                break;
-            }
-
-            case value_t::null:
-            case value_t::string:
-            case value_t::boolean:
-            case value_t::number_integer:
-            case value_t::number_unsigned:
-            case value_t::number_float:
-            case value_t::binary:
-            case value_t::discarded:
-            default:
-                break;
-        }
-#endif
-    }
-
-    iterator set_parents(iterator it, typename iterator::difference_type count_set_parents)
-    {
-#if JSON_DIAGNOSTICS
-        for (typename iterator::difference_type i = 0; i < count_set_parents; ++i)
-        {
-            (it + i)->m_parent = this;
-        }
-#else
-        static_cast<void>(count_set_parents);
-#endif
-        return it;
-    }
-
-    reference set_parent(reference j, std::size_t old_capacity = static_cast<std::size_t>(-1))
-    {
-#if JSON_DIAGNOSTICS
-        if (old_capacity != static_cast<std::size_t>(-1))
-        {
-            // see https://github.com/nlohmann/json/issues/2838
-            JSON_ASSERT(type() == value_t::array);
-            if (JSON_HEDLEY_UNLIKELY(m_value.array->capacity() != old_capacity))
-            {
-                // capacity has changed: update all parents
-                set_parents();
-                return j;
-            }
-        }
-
-        // ordered_json uses a vector internally, so pointers could have
-        // been invalidated; see https://github.com/nlohmann/json/issues/2962
-#ifdef JSON_HEDLEY_MSVC_VERSION
-#pragma warning(push )
-#pragma warning(disable : 4127) // ignore warning to replace if with if constexpr
-#endif
-        if (detail::is_ordered_map<object_t>::value)
-        {
-            set_parents();
-            return j;
-        }
-#ifdef JSON_HEDLEY_MSVC_VERSION
-#pragma warning( pop )
-#endif
-
-        j.m_parent = this;
-#else
-        static_cast<void>(j);
-        static_cast<void>(old_capacity);
-#endif
-        return j;
-    }
-
-  public:
-    //////////////////////////
-    // JSON parser callback //
-    //////////////////////////
-
-    /// @brief parser event types
-    /// @sa https://json.nlohmann.me/api/basic_json/parse_event_t/
-    using parse_event_t = detail::parse_event_t;
-
-    /// @brief per-element parser callback type
-    /// @sa https://json.nlohmann.me/api/basic_json/parser_callback_t/
-    using parser_callback_t = detail::parser_callback_t<basic_json>;
-
-    //////////////////
-    // constructors //
-    //////////////////
-
-    /// @name constructors and destructors
-    /// Constructors of class @ref basic_json, copy/move constructor, copy
-    /// assignment, static functions creating objects, and the destructor.
-    /// @{
-
-    /// @brief create an empty value with a given type
-    /// @sa https://json.nlohmann.me/api/basic_json/basic_json/
-    basic_json(const value_t v)
-        : m_type(v), m_value(v)
-    {
-        assert_invariant();
-    }
-
-    /// @brief create a null object
-    /// @sa https://json.nlohmann.me/api/basic_json/basic_json/
-    basic_json(std::nullptr_t = nullptr) noexcept // NOLINT(bugprone-exception-escape)
-        : basic_json(value_t::null)
-    {
-        assert_invariant();
-    }
-
-    /// @brief create a JSON value from compatible types
-    /// @sa https://json.nlohmann.me/api/basic_json/basic_json/
-    template < typename CompatibleType,
-               typename U = detail::uncvref_t<CompatibleType>,
-               detail::enable_if_t <
-                   !detail::is_basic_json<U>::value && detail::is_compatible_type<basic_json_t, U>::value, int > = 0 >
-    basic_json(CompatibleType && val) noexcept(noexcept( // NOLINT(bugprone-forwarding-reference-overload,bugprone-exception-escape)
-                JSONSerializer<U>::to_json(std::declval<basic_json_t&>(),
-                                           std::forward<CompatibleType>(val))))
-    {
-        JSONSerializer<U>::to_json(*this, std::forward<CompatibleType>(val));
-        set_parents();
-        assert_invariant();
-    }
-
-    /// @brief create a JSON value from an existing one
-    /// @sa https://json.nlohmann.me/api/basic_json/basic_json/
-    template < typename BasicJsonType,
-               detail::enable_if_t <
-                   detail::is_basic_json<BasicJsonType>::value&& !std::is_same<basic_json, BasicJsonType>::value, int > = 0 >
-    basic_json(const BasicJsonType& val)
-    {
-        using other_boolean_t = typename BasicJsonType::boolean_t;
-        using other_number_float_t = typename BasicJsonType::number_float_t;
-        using other_number_integer_t = typename BasicJsonType::number_integer_t;
-        using other_number_unsigned_t = typename BasicJsonType::number_unsigned_t;
-        using other_string_t = typename BasicJsonType::string_t;
-        using other_object_t = typename BasicJsonType::object_t;
-        using other_array_t = typename BasicJsonType::array_t;
-        using other_binary_t = typename BasicJsonType::binary_t;
-
-        switch (val.type())
-        {
-            case value_t::boolean:
-                JSONSerializer<other_boolean_t>::to_json(*this, val.template get<other_boolean_t>());
-                break;
-            case value_t::number_float:
-                JSONSerializer<other_number_float_t>::to_json(*this, val.template get<other_number_float_t>());
-                break;
-            case value_t::number_integer:
-                JSONSerializer<other_number_integer_t>::to_json(*this, val.template get<other_number_integer_t>());
-                break;
-            case value_t::number_unsigned:
-                JSONSerializer<other_number_unsigned_t>::to_json(*this, val.template get<other_number_unsigned_t>());
-                break;
-            case value_t::string:
-                JSONSerializer<other_string_t>::to_json(*this, val.template get_ref<const other_string_t&>());
-                break;
-            case value_t::object:
-                JSONSerializer<other_object_t>::to_json(*this, val.template get_ref<const other_object_t&>());
-                break;
-            case value_t::array:
-                JSONSerializer<other_array_t>::to_json(*this, val.template get_ref<const other_array_t&>());
-                break;
-            case value_t::binary:
-                JSONSerializer<other_binary_t>::to_json(*this, val.template get_ref<const other_binary_t&>());
-                break;
-            case value_t::null:
-                *this = nullptr;
-                break;
-            case value_t::discarded:
-                m_type = value_t::discarded;
-                break;
-            default:            // LCOV_EXCL_LINE
-                JSON_ASSERT(false); // NOLINT(cert-dcl03-c,hicpp-static-assert,misc-static-assert) LCOV_EXCL_LINE
-        }
-        JSON_ASSERT(m_type == val.type());
-        set_parents();
-        assert_invariant();
-    }
-
-    /// @brief create a container (array or object) from an initializer list
-    /// @sa https://json.nlohmann.me/api/basic_json/basic_json/
-    basic_json(initializer_list_t init,
-               bool type_deduction = true,
-               value_t manual_type = value_t::array)
-    {
-        // check if each element is an array with two elements whose first
-        // element is a string
-        bool is_an_object = std::all_of(init.begin(), init.end(),
-                                        [](const detail::json_ref<basic_json>& element_ref)
-        {
-            return element_ref->is_array() && element_ref->size() == 2 && (*element_ref)[0].is_string();
-        });
-
-        // adjust type if type deduction is not wanted
-        if (!type_deduction)
-        {
-            // if array is wanted, do not create an object though possible
-            if (manual_type == value_t::array)
-            {
-                is_an_object = false;
-            }
-
-            // if object is wanted but impossible, throw an exception
-            if (JSON_HEDLEY_UNLIKELY(manual_type == value_t::object && !is_an_object))
-            {
-                JSON_THROW(type_error::create(301, "cannot create object from initializer list", nullptr));
-            }
-        }
-
-        if (is_an_object)
-        {
-            // the initializer list is a list of pairs -> create object
-            m_type = value_t::object;
-            m_value = value_t::object;
-
-            for (auto& element_ref : init)
-            {
-                auto element = element_ref.moved_or_copied();
-                m_value.object->emplace(
-                    std::move(*((*element.m_value.array)[0].m_value.string)),
-                    std::move((*element.m_value.array)[1]));
-            }
-        }
-        else
-        {
-            // the initializer list describes an array -> create array
-            m_type = value_t::array;
-            m_value.array = create<array_t>(init.begin(), init.end());
-        }
-
-        set_parents();
-        assert_invariant();
-    }
-
-    /// @brief explicitly create a binary array (without subtype)
-    /// @sa https://json.nlohmann.me/api/basic_json/binary/
-    JSON_HEDLEY_WARN_UNUSED_RESULT
-    static basic_json binary(const typename binary_t::container_type& init)
-    {
-        auto res = basic_json();
-        res.m_type = value_t::binary;
-        res.m_value = init;
-        return res;
-    }
-
-    /// @brief explicitly create a binary array (with subtype)
-    /// @sa https://json.nlohmann.me/api/basic_json/binary/
-    JSON_HEDLEY_WARN_UNUSED_RESULT
-    static basic_json binary(const typename binary_t::container_type& init, typename binary_t::subtype_type subtype)
-    {
-        auto res = basic_json();
-        res.m_type = value_t::binary;
-        res.m_value = binary_t(init, subtype);
-        return res;
-    }
-
-    /// @brief explicitly create a binary array
-    /// @sa https://json.nlohmann.me/api/basic_json/binary/
-    JSON_HEDLEY_WARN_UNUSED_RESULT
-    static basic_json binary(typename binary_t::container_type&& init)
-    {
-        auto res = basic_json();
-        res.m_type = value_t::binary;
-        res.m_value = std::move(init);
-        return res;
-    }
-
-    /// @brief explicitly create a binary array (with subtype)
-    /// @sa https://json.nlohmann.me/api/basic_json/binary/
-    JSON_HEDLEY_WARN_UNUSED_RESULT
-    static basic_json binary(typename binary_t::container_type&& init, typename binary_t::subtype_type subtype)
-    {
-        auto res = basic_json();
-        res.m_type = value_t::binary;
-        res.m_value = binary_t(std::move(init), subtype);
-        return res;
-    }
-
-    /// @brief explicitly create an array from an initializer list
-    /// @sa https://json.nlohmann.me/api/basic_json/array/
-    JSON_HEDLEY_WARN_UNUSED_RESULT
-    static basic_json array(initializer_list_t init = {})
-    {
-        return basic_json(init, false, value_t::array);
-    }
-
-    /// @brief explicitly create an object from an initializer list
-    /// @sa https://json.nlohmann.me/api/basic_json/object/
-    JSON_HEDLEY_WARN_UNUSED_RESULT
-    static basic_json object(initializer_list_t init = {})
-    {
-        return basic_json(init, false, value_t::object);
-    }
-
-    /// @brief construct an array with count copies of given value
-    /// @sa https://json.nlohmann.me/api/basic_json/basic_json/
-    basic_json(size_type cnt, const basic_json& val)
-        : m_type(value_t::array)
-    {
-        m_value.array = create<array_t>(cnt, val);
-        set_parents();
-        assert_invariant();
-    }
-
-    /// @brief construct a JSON container given an iterator range
-    /// @sa https://json.nlohmann.me/api/basic_json/basic_json/
-    template < class InputIT, typename std::enable_if <
-                   std::is_same<InputIT, typename basic_json_t::iterator>::value ||
-                   std::is_same<InputIT, typename basic_json_t::const_iterator>::value, int >::type = 0 >
-    basic_json(InputIT first, InputIT last)
-    {
-        JSON_ASSERT(first.m_object != nullptr);
-        JSON_ASSERT(last.m_object != nullptr);
-
-        // make sure iterator fits the current value
-        if (JSON_HEDLEY_UNLIKELY(first.m_object != last.m_object))
-        {
-            JSON_THROW(invalid_iterator::create(201, "iterators are not compatible", nullptr));
-        }
-
-        // copy type from first iterator
-        m_type = first.m_object->m_type;
-
-        // check if iterator range is complete for primitive values
-        switch (m_type)
-        {
-            case value_t::boolean:
-            case value_t::number_float:
-            case value_t::number_integer:
-            case value_t::number_unsigned:
-            case value_t::string:
-            {
-                if (JSON_HEDLEY_UNLIKELY(!first.m_it.primitive_iterator.is_begin()
-                                         || !last.m_it.primitive_iterator.is_end()))
-                {
-                    JSON_THROW(invalid_iterator::create(204, "iterators out of range", first.m_object));
-                }
-                break;
-            }
-
-            case value_t::null:
-            case value_t::object:
-            case value_t::array:
-            case value_t::binary:
-            case value_t::discarded:
-            default:
-                break;
-        }
-
-        switch (m_type)
-        {
-            case value_t::number_integer:
-            {
-                m_value.number_integer = first.m_object->m_value.number_integer;
-                break;
-            }
-
-            case value_t::number_unsigned:
-            {
-                m_value.number_unsigned = first.m_object->m_value.number_unsigned;
-                break;
-            }
-
-            case value_t::number_float:
-            {
-                m_value.number_float = first.m_object->m_value.number_float;
-                break;
-            }
-
-            case value_t::boolean:
-            {
-                m_value.boolean = first.m_object->m_value.boolean;
-                break;
-            }
-
-            case value_t::string:
-            {
-                m_value = *first.m_object->m_value.string;
-                break;
-            }
-
-            case value_t::object:
-            {
-                m_value.object = create<object_t>(first.m_it.object_iterator,
-                                                  last.m_it.object_iterator);
-                break;
-            }
-
-            case value_t::array:
-            {
-                m_value.array = create<array_t>(first.m_it.array_iterator,
-                                                last.m_it.array_iterator);
-                break;
-            }
-
-            case value_t::binary:
-            {
-                m_value = *first.m_object->m_value.binary;
-                break;
-            }
-
-            case value_t::null:
-            case value_t::discarded:
-            default:
-                JSON_THROW(invalid_iterator::create(206, detail::concat("cannot construct with iterators from ", first.m_object->type_name()), first.m_object));
-        }
-
-        set_parents();
-        assert_invariant();
-    }
-
-
-    ///////////////////////////////////////
-    // other constructors and destructor //
-    ///////////////////////////////////////
-
-    template<typename JsonRef,
-             detail::enable_if_t<detail::conjunction<detail::is_json_ref<JsonRef>,
-                                 std::is_same<typename JsonRef::value_type, basic_json>>::value, int> = 0 >
-    basic_json(const JsonRef& ref) : basic_json(ref.moved_or_copied()) {}
-
-    /// @brief copy constructor
-    /// @sa https://json.nlohmann.me/api/basic_json/basic_json/
-    basic_json(const basic_json& other)
-        : m_type(other.m_type)
-    {
-        // check of passed value is valid
-        other.assert_invariant();
-
-        switch (m_type)
-        {
-            case value_t::object:
-            {
-                m_value = *other.m_value.object;
-                break;
-            }
-
-            case value_t::array:
-            {
-                m_value = *other.m_value.array;
-                break;
-            }
-
-            case value_t::string:
-            {
-                m_value = *other.m_value.string;
-                break;
-            }
-
-            case value_t::boolean:
-            {
-                m_value = other.m_value.boolean;
-                break;
-            }
-
-            case value_t::number_integer:
-            {
-                m_value = other.m_value.number_integer;
-                break;
-            }
-
-            case value_t::number_unsigned:
-            {
-                m_value = other.m_value.number_unsigned;
-                break;
-            }
-
-            case value_t::number_float:
-            {
-                m_value = other.m_value.number_float;
-                break;
-            }
-
-            case value_t::binary:
-            {
-                m_value = *other.m_value.binary;
-                break;
-            }
-
-            case value_t::null:
-            case value_t::discarded:
-            default:
-                break;
-        }
-
-        set_parents();
-        assert_invariant();
-    }
-
-    /// @brief move constructor
-    /// @sa https://json.nlohmann.me/api/basic_json/basic_json/
-    basic_json(basic_json&& other) noexcept
-        : m_type(std::move(other.m_type)),
-          m_value(std::move(other.m_value))
-    {
-        // check that passed value is valid
-        other.assert_invariant(false);
-
-        // invalidate payload
-        other.m_type = value_t::null;
-        other.m_value = {};
-
-        set_parents();
-        assert_invariant();
-    }
-
-    /// @brief copy assignment
-    /// @sa https://json.nlohmann.me/api/basic_json/operator=/
-    basic_json& operator=(basic_json other) noexcept (
-        std::is_nothrow_move_constructible<value_t>::value&&
-        std::is_nothrow_move_assignable<value_t>::value&&
-        std::is_nothrow_move_constructible<json_value>::value&&
-        std::is_nothrow_move_assignable<json_value>::value
-    )
-    {
-        // check that passed value is valid
-        other.assert_invariant();
-
-        using std::swap;
-        swap(m_type, other.m_type);
-        swap(m_value, other.m_value);
-
-        set_parents();
-        assert_invariant();
-        return *this;
-    }
-
-    /// @brief destructor
-    /// @sa https://json.nlohmann.me/api/basic_json/~basic_json/
-    ~basic_json() noexcept
-    {
-        assert_invariant(false);
-        m_value.destroy(m_type);
-    }
-
-    /// @}
-
-  public:
-    ///////////////////////
-    // object inspection //
-    ///////////////////////
-
-    /// @name object inspection
-    /// Functions to inspect the type of a JSON value.
-    /// @{
-
-    /// @brief serialization
-    /// @sa https://json.nlohmann.me/api/basic_json/dump/
-    string_t dump(const int indent = -1,
-                  const char indent_char = ' ',
-                  const bool ensure_ascii = false,
-                  const error_handler_t error_handler = error_handler_t::strict) const
-    {
-        string_t result;
-        serializer s(detail::output_adapter<char, string_t>(result), indent_char, error_handler);
-
-        if (indent >= 0)
-        {
-            s.dump(*this, true, ensure_ascii, static_cast<unsigned int>(indent));
-        }
-        else
-        {
-            s.dump(*this, false, ensure_ascii, 0);
-        }
-
-        return result;
-    }
-
-    /// @brief return the type of the JSON value (explicit)
-    /// @sa https://json.nlohmann.me/api/basic_json/type/
-    constexpr value_t type() const noexcept
-    {
-        return m_type;
-    }
-
-    /// @brief return whether type is primitive
-    /// @sa https://json.nlohmann.me/api/basic_json/is_primitive/
-    constexpr bool is_primitive() const noexcept
-    {
-        return is_null() || is_string() || is_boolean() || is_number() || is_binary();
-    }
-
-    /// @brief return whether type is structured
-    /// @sa https://json.nlohmann.me/api/basic_json/is_structured/
-    constexpr bool is_structured() const noexcept
-    {
-        return is_array() || is_object();
-    }
-
-    /// @brief return whether value is null
-    /// @sa https://json.nlohmann.me/api/basic_json/is_null/
-    constexpr bool is_null() const noexcept
-    {
-        return m_type == value_t::null;
-    }
-
-    /// @brief return whether value is a boolean
-    /// @sa https://json.nlohmann.me/api/basic_json/is_boolean/
-    constexpr bool is_boolean() const noexcept
-    {
-        return m_type == value_t::boolean;
-    }
-
-    /// @brief return whether value is a number
-    /// @sa https://json.nlohmann.me/api/basic_json/is_number/
-    constexpr bool is_number() const noexcept
-    {
-        return is_number_integer() || is_number_float();
-    }
-
-    /// @brief return whether value is an integer number
-    /// @sa https://json.nlohmann.me/api/basic_json/is_number_integer/
-    constexpr bool is_number_integer() const noexcept
-    {
-        return m_type == value_t::number_integer || m_type == value_t::number_unsigned;
-    }
-
-    /// @brief return whether value is an unsigned integer number
-    /// @sa https://json.nlohmann.me/api/basic_json/is_number_unsigned/
-    constexpr bool is_number_unsigned() const noexcept
-    {
-        return m_type == value_t::number_unsigned;
-    }
-
-    /// @brief return whether value is a floating-point number
-    /// @sa https://json.nlohmann.me/api/basic_json/is_number_float/
-    constexpr bool is_number_float() const noexcept
-    {
-        return m_type == value_t::number_float;
-    }
-
-    /// @brief return whether value is an object
-    /// @sa https://json.nlohmann.me/api/basic_json/is_object/
-    constexpr bool is_object() const noexcept
-    {
-        return m_type == value_t::object;
-    }
-
-    /// @brief return whether value is an array
-    /// @sa https://json.nlohmann.me/api/basic_json/is_array/
-    constexpr bool is_array() const noexcept
-    {
-        return m_type == value_t::array;
-    }
-
-    /// @brief return whether value is a string
-    /// @sa https://json.nlohmann.me/api/basic_json/is_string/
-    constexpr bool is_string() const noexcept
-    {
-        return m_type == value_t::string;
-    }
-
-    /// @brief return whether value is a binary array
-    /// @sa https://json.nlohmann.me/api/basic_json/is_binary/
-    constexpr bool is_binary() const noexcept
-    {
-        return m_type == value_t::binary;
-    }
-
-    /// @brief return whether value is discarded
-    /// @sa https://json.nlohmann.me/api/basic_json/is_discarded/
-    constexpr bool is_discarded() const noexcept
-    {
-        return m_type == value_t::discarded;
-    }
-
-    /// @brief return the type of the JSON value (implicit)
-    /// @sa https://json.nlohmann.me/api/basic_json/operator_value_t/
-    constexpr operator value_t() const noexcept
-    {
-        return m_type;
-    }
-
-    /// @}
-
-  private:
-    //////////////////
-    // value access //
-    //////////////////
-
-    /// get a boolean (explicit)
-    boolean_t get_impl(boolean_t* /*unused*/) const
-    {
-        if (JSON_HEDLEY_LIKELY(is_boolean()))
-        {
-            return m_value.boolean;
-        }
-
-        JSON_THROW(type_error::create(302, detail::concat("type must be boolean, but is ", type_name()), this));
-    }
-
-    /// get a pointer to the value (object)
-    object_t* get_impl_ptr(object_t* /*unused*/) noexcept
-    {
-        return is_object() ? m_value.object : nullptr;
-    }
-
-    /// get a pointer to the value (object)
-    constexpr const object_t* get_impl_ptr(const object_t* /*unused*/) const noexcept
-    {
-        return is_object() ? m_value.object : nullptr;
-    }
-
-    /// get a pointer to the value (array)
-    array_t* get_impl_ptr(array_t* /*unused*/) noexcept
-    {
-        return is_array() ? m_value.array : nullptr;
-    }
-
-    /// get a pointer to the value (array)
-    constexpr const array_t* get_impl_ptr(const array_t* /*unused*/) const noexcept
-    {
-        return is_array() ? m_value.array : nullptr;
-    }
-
-    /// get a pointer to the value (string)
-    string_t* get_impl_ptr(string_t* /*unused*/) noexcept
-    {
-        return is_string() ? m_value.string : nullptr;
-    }
-
-    /// get a pointer to the value (string)
-    constexpr const string_t* get_impl_ptr(const string_t* /*unused*/) const noexcept
-    {
-        return is_string() ? m_value.string : nullptr;
-    }
-
-    /// get a pointer to the value (boolean)
-    boolean_t* get_impl_ptr(boolean_t* /*unused*/) noexcept
-    {
-        return is_boolean() ? &m_value.boolean : nullptr;
-    }
-
-    /// get a pointer to the value (boolean)
-    constexpr const boolean_t* get_impl_ptr(const boolean_t* /*unused*/) const noexcept
-    {
-        return is_boolean() ? &m_value.boolean : nullptr;
-    }
-
-    /// get a pointer to the value (integer number)
-    number_integer_t* get_impl_ptr(number_integer_t* /*unused*/) noexcept
-    {
-        return is_number_integer() ? &m_value.number_integer : nullptr;
-    }
-
-    /// get a pointer to the value (integer number)
-    constexpr const number_integer_t* get_impl_ptr(const number_integer_t* /*unused*/) const noexcept
-    {
-        return is_number_integer() ? &m_value.number_integer : nullptr;
-    }
-
-    /// get a pointer to the value (unsigned number)
-    number_unsigned_t* get_impl_ptr(number_unsigned_t* /*unused*/) noexcept
-    {
-        return is_number_unsigned() ? &m_value.number_unsigned : nullptr;
-    }
-
-    /// get a pointer to the value (unsigned number)
-    constexpr const number_unsigned_t* get_impl_ptr(const number_unsigned_t* /*unused*/) const noexcept
-    {
-        return is_number_unsigned() ? &m_value.number_unsigned : nullptr;
-    }
-
-    /// get a pointer to the value (floating-point number)
-    number_float_t* get_impl_ptr(number_float_t* /*unused*/) noexcept
-    {
-        return is_number_float() ? &m_value.number_float : nullptr;
-    }
-
-    /// get a pointer to the value (floating-point number)
-    constexpr const number_float_t* get_impl_ptr(const number_float_t* /*unused*/) const noexcept
-    {
-        return is_number_float() ? &m_value.number_float : nullptr;
-    }
-
-    /// get a pointer to the value (binary)
-    binary_t* get_impl_ptr(binary_t* /*unused*/) noexcept
-    {
-        return is_binary() ? m_value.binary : nullptr;
-    }
-
-    /// get a pointer to the value (binary)
-    constexpr const binary_t* get_impl_ptr(const binary_t* /*unused*/) const noexcept
-    {
-        return is_binary() ? m_value.binary : nullptr;
-    }
-
-    /*!
-    @brief helper function to implement get_ref()
-
-    This function helps to implement get_ref() without code duplication for
-    const and non-const overloads
-
-    @tparam ThisType will be deduced as `basic_json` or `const basic_json`
-
-    @throw type_error.303 if ReferenceType does not match underlying value
-    type of the current JSON
-    */
-    template<typename ReferenceType, typename ThisType>
-    static ReferenceType get_ref_impl(ThisType& obj)
-    {
-        // delegate the call to get_ptr<>()
-        auto* ptr = obj.template get_ptr<typename std::add_pointer<ReferenceType>::type>();
-
-        if (JSON_HEDLEY_LIKELY(ptr != nullptr))
-        {
-            return *ptr;
-        }
-
-        JSON_THROW(type_error::create(303, detail::concat("incompatible ReferenceType for get_ref, actual type is ", obj.type_name()), &obj));
-    }
-
-  public:
-    /// @name value access
-    /// Direct access to the stored value of a JSON value.
-    /// @{
-
-    /// @brief get a pointer value (implicit)
-    /// @sa https://json.nlohmann.me/api/basic_json/get_ptr/
-    template<typename PointerType, typename std::enable_if<
-                 std::is_pointer<PointerType>::value, int>::type = 0>
-    auto get_ptr() noexcept -> decltype(std::declval<basic_json_t&>().get_impl_ptr(std::declval<PointerType>()))
-    {
-        // delegate the call to get_impl_ptr<>()
-        return get_impl_ptr(static_cast<PointerType>(nullptr));
-    }
-
-    /// @brief get a pointer value (implicit)
-    /// @sa https://json.nlohmann.me/api/basic_json/get_ptr/
-    template < typename PointerType, typename std::enable_if <
-                   std::is_pointer<PointerType>::value&&
-                   std::is_const<typename std::remove_pointer<PointerType>::type>::value, int >::type = 0 >
-    constexpr auto get_ptr() const noexcept -> decltype(std::declval<const basic_json_t&>().get_impl_ptr(std::declval<PointerType>()))
-    {
-        // delegate the call to get_impl_ptr<>() const
-        return get_impl_ptr(static_cast<PointerType>(nullptr));
-    }
-
-  private:
-    /*!
-    @brief get a value (explicit)
-
-    Explicit type conversion between the JSON value and a compatible value
-    which is [CopyConstructible](https://en.cppreference.com/w/cpp/named_req/CopyConstructible)
-    and [DefaultConstructible](https://en.cppreference.com/w/cpp/named_req/DefaultConstructible).
-    The value is converted by calling the @ref json_serializer<ValueType>
-    `from_json()` method.
-
-    The function is equivalent to executing
-    @code {.cpp}
-    ValueType ret;
-    JSONSerializer<ValueType>::from_json(*this, ret);
-    return ret;
-    @endcode
-
-    This overloads is chosen if:
-    - @a ValueType is not @ref basic_json,
-    - @ref json_serializer<ValueType> has a `from_json()` method of the form
-      `void from_json(const basic_json&, ValueType&)`, and
-    - @ref json_serializer<ValueType> does not have a `from_json()` method of
-      the form `ValueType from_json(const basic_json&)`
-
-    @tparam ValueType the returned value type
-
-    @return copy of the JSON value, converted to @a ValueType
-
-    @throw what @ref json_serializer<ValueType> `from_json()` method throws
-
-    @liveexample{The example below shows several conversions from JSON values
-    to other types. There a few things to note: (1) Floating-point numbers can
-    be converted to integers\, (2) A JSON array can be converted to a standard
-    `std::vector<short>`\, (3) A JSON object can be converted to C++
-    associative containers such as `std::unordered_map<std::string\,
-    json>`.,get__ValueType_const}
-
-    @since version 2.1.0
-    */
-    template < typename ValueType,
-               detail::enable_if_t <
-                   detail::is_default_constructible<ValueType>::value&&
-                   detail::has_from_json<basic_json_t, ValueType>::value,
-                   int > = 0 >
-    ValueType get_impl(detail::priority_tag<0> /*unused*/) const noexcept(noexcept(
-                JSONSerializer<ValueType>::from_json(std::declval<const basic_json_t&>(), std::declval<ValueType&>())))
-    {
-        auto ret = ValueType();
-        JSONSerializer<ValueType>::from_json(*this, ret);
-        return ret;
-    }
-
-    /*!
-    @brief get a value (explicit); special case
-
-    Explicit type conversion between the JSON value and a compatible value
-    which is **not** [CopyConstructible](https://en.cppreference.com/w/cpp/named_req/CopyConstructible)
-    and **not** [DefaultConstructible](https://en.cppreference.com/w/cpp/named_req/DefaultConstructible).
-    The value is converted by calling the @ref json_serializer<ValueType>
-    `from_json()` method.
-
-    The function is equivalent to executing
-    @code {.cpp}
-    return JSONSerializer<ValueType>::from_json(*this);
-    @endcode
-
-    This overloads is chosen if:
-    - @a ValueType is not @ref basic_json and
-    - @ref json_serializer<ValueType> has a `from_json()` method of the form
-      `ValueType from_json(const basic_json&)`
-
-    @note If @ref json_serializer<ValueType> has both overloads of
-    `from_json()`, this one is chosen.
-
-    @tparam ValueType the returned value type
-
-    @return copy of the JSON value, converted to @a ValueType
-
-    @throw what @ref json_serializer<ValueType> `from_json()` method throws
-
-    @since version 2.1.0
-    */
-    template < typename ValueType,
-               detail::enable_if_t <
-                   detail::has_non_default_from_json<basic_json_t, ValueType>::value,
-                   int > = 0 >
-    ValueType get_impl(detail::priority_tag<1> /*unused*/) const noexcept(noexcept(
-                JSONSerializer<ValueType>::from_json(std::declval<const basic_json_t&>())))
-    {
-        return JSONSerializer<ValueType>::from_json(*this);
-    }
-
-    /*!
-    @brief get special-case overload
-
-    This overloads converts the current @ref basic_json in a different
-    @ref basic_json type
-
-    @tparam BasicJsonType == @ref basic_json
-
-    @return a copy of *this, converted into @a BasicJsonType
-
-    @complexity Depending on the implementation of the called `from_json()`
-                method.
-
-    @since version 3.2.0
-    */
-    template < typename BasicJsonType,
-               detail::enable_if_t <
-                   detail::is_basic_json<BasicJsonType>::value,
-                   int > = 0 >
-    BasicJsonType get_impl(detail::priority_tag<2> /*unused*/) const
-    {
-        return *this;
-    }
-
-    /*!
-    @brief get special-case overload
-
-    This overloads avoids a lot of template boilerplate, it can be seen as the
-    identity method
-
-    @tparam BasicJsonType == @ref basic_json
-
-    @return a copy of *this
-
-    @complexity Constant.
-
-    @since version 2.1.0
-    */
-    template<typename BasicJsonType,
-             detail::enable_if_t<
-                 std::is_same<BasicJsonType, basic_json_t>::value,
-                 int> = 0>
-    basic_json get_impl(detail::priority_tag<3> /*unused*/) const
-    {
-        return *this;
-    }
-
-    /*!
-    @brief get a pointer value (explicit)
-    @copydoc get()
-    */
-    template<typename PointerType,
-             detail::enable_if_t<
-                 std::is_pointer<PointerType>::value,
-                 int> = 0>
-    constexpr auto get_impl(detail::priority_tag<4> /*unused*/) const noexcept
-    -> decltype(std::declval<const basic_json_t&>().template get_ptr<PointerType>())
-    {
-        // delegate the call to get_ptr
-        return get_ptr<PointerType>();
-    }
-
-  public:
-    /*!
-    @brief get a (pointer) value (explicit)
-
-    Performs explicit type conversion between the JSON value and a compatible value if required.
-
-    - If the requested type is a pointer to the internally stored JSON value that pointer is returned.
-    No copies are made.
-
-    - If the requested type is the current @ref basic_json, or a different @ref basic_json convertible
-    from the current @ref basic_json.
-
-    - Otherwise the value is converted by calling the @ref json_serializer<ValueType> `from_json()`
-    method.
-
-    @tparam ValueTypeCV the provided value type
-    @tparam ValueType the returned value type
-
-    @return copy of the JSON value, converted to @tparam ValueType if necessary
-
-    @throw what @ref json_serializer<ValueType> `from_json()` method throws if conversion is required
-
-    @since version 2.1.0
-    */
-    template < typename ValueTypeCV, typename ValueType = detail::uncvref_t<ValueTypeCV>>
-#if defined(JSON_HAS_CPP_14)
-    constexpr
-#endif
-    auto get() const noexcept(
-    noexcept(std::declval<const basic_json_t&>().template get_impl<ValueType>(detail::priority_tag<4> {})))
-    -> decltype(std::declval<const basic_json_t&>().template get_impl<ValueType>(detail::priority_tag<4> {}))
-    {
-        // we cannot static_assert on ValueTypeCV being non-const, because
-        // there is support for get<const basic_json_t>(), which is why we
-        // still need the uncvref
-        static_assert(!std::is_reference<ValueTypeCV>::value,
-                      "get() cannot be used with reference types, you might want to use get_ref()");
-        return get_impl<ValueType>(detail::priority_tag<4> {});
-    }
-
-    /*!
-    @brief get a pointer value (explicit)
-
-    Explicit pointer access to the internally stored JSON value. No copies are
-    made.
-
-    @warning The pointer becomes invalid if the underlying JSON object
-    changes.
-
-    @tparam PointerType pointer type; must be a pointer to @ref array_t, @ref
-    object_t, @ref string_t, @ref boolean_t, @ref number_integer_t,
-    @ref number_unsigned_t, or @ref number_float_t.
-
-    @return pointer to the internally stored JSON value if the requested
-    pointer type @a PointerType fits to the JSON value; `nullptr` otherwise
-
-    @complexity Constant.
-
-    @liveexample{The example below shows how pointers to internal values of a
-    JSON value can be requested. Note that no type conversions are made and a
-    `nullptr` is returned if the value and the requested pointer type does not
-    match.,get__PointerType}
-
-    @sa see @ref get_ptr() for explicit pointer-member access
-
-    @since version 1.0.0
-    */
-    template<typename PointerType, typename std::enable_if<
-                 std::is_pointer<PointerType>::value, int>::type = 0>
-    auto get() noexcept -> decltype(std::declval<basic_json_t&>().template get_ptr<PointerType>())
-    {
-        // delegate the call to get_ptr
-        return get_ptr<PointerType>();
-    }
-
-    /// @brief get a value (explicit)
-    /// @sa https://json.nlohmann.me/api/basic_json/get_to/
-    template < typename ValueType,
-               detail::enable_if_t <
-                   !detail::is_basic_json<ValueType>::value&&
-                   detail::has_from_json<basic_json_t, ValueType>::value,
-                   int > = 0 >
-    ValueType & get_to(ValueType& v) const noexcept(noexcept(
-                JSONSerializer<ValueType>::from_json(std::declval<const basic_json_t&>(), v)))
-    {
-        JSONSerializer<ValueType>::from_json(*this, v);
-        return v;
-    }
-
-    // specialization to allow calling get_to with a basic_json value
-    // see https://github.com/nlohmann/json/issues/2175
-    template<typename ValueType,
-             detail::enable_if_t <
-                 detail::is_basic_json<ValueType>::value,
-                 int> = 0>
-    ValueType & get_to(ValueType& v) const
-    {
-        v = *this;
-        return v;
-    }
-
-    template <
-        typename T, std::size_t N,
-        typename Array = T (&)[N], // NOLINT(cppcoreguidelines-avoid-c-arrays,hicpp-avoid-c-arrays,modernize-avoid-c-arrays)
-        detail::enable_if_t <
-            detail::has_from_json<basic_json_t, Array>::value, int > = 0 >
-    Array get_to(T (&v)[N]) const // NOLINT(cppcoreguidelines-avoid-c-arrays,hicpp-avoid-c-arrays,modernize-avoid-c-arrays)
-    noexcept(noexcept(JSONSerializer<Array>::from_json(
-                          std::declval<const basic_json_t&>(), v)))
-    {
-        JSONSerializer<Array>::from_json(*this, v);
-        return v;
-    }
-
-    /// @brief get a reference value (implicit)
-    /// @sa https://json.nlohmann.me/api/basic_json/get_ref/
-    template<typename ReferenceType, typename std::enable_if<
-                 std::is_reference<ReferenceType>::value, int>::type = 0>
-    ReferenceType get_ref()
-    {
-        // delegate call to get_ref_impl
-        return get_ref_impl<ReferenceType>(*this);
-    }
-
-    /// @brief get a reference value (implicit)
-    /// @sa https://json.nlohmann.me/api/basic_json/get_ref/
-    template < typename ReferenceType, typename std::enable_if <
-                   std::is_reference<ReferenceType>::value&&
-                   std::is_const<typename std::remove_reference<ReferenceType>::type>::value, int >::type = 0 >
-    ReferenceType get_ref() const
-    {
-        // delegate call to get_ref_impl
-        return get_ref_impl<ReferenceType>(*this);
-    }
-
-    /*!
-    @brief get a value (implicit)
-
-    Implicit type conversion between the JSON value and a compatible value.
-    The call is realized by calling @ref get() const.
-
-    @tparam ValueType non-pointer type compatible to the JSON value, for
-    instance `int` for JSON integer numbers, `bool` for JSON booleans, or
-    `std::vector` types for JSON arrays. The character type of @ref string_t
-    as well as an initializer list of this type is excluded to avoid
-    ambiguities as these types implicitly convert to `std::string`.
-
-    @return copy of the JSON value, converted to type @a ValueType
-
-    @throw type_error.302 in case passed type @a ValueType is incompatible
-    to the JSON value type (e.g., the JSON value is of type boolean, but a
-    string is requested); see example below
-
-    @complexity Linear in the size of the JSON value.
-
-    @liveexample{The example below shows several conversions from JSON values
-    to other types. There a few things to note: (1) Floating-point numbers can
-    be converted to integers\, (2) A JSON array can be converted to a standard
-    `std::vector<short>`\, (3) A JSON object can be converted to C++
-    associative containers such as `std::unordered_map<std::string\,
-    json>`.,operator__ValueType}
-
-    @since version 1.0.0
-    */
-    template < typename ValueType, typename std::enable_if <
-                   detail::conjunction <
-                       detail::negation<std::is_pointer<ValueType>>,
-                       detail::negation<std::is_same<ValueType, std::nullptr_t>>,
-                       detail::negation<std::is_same<ValueType, detail::json_ref<basic_json>>>,
-                                        detail::negation<std::is_same<ValueType, typename string_t::value_type>>,
-                                        detail::negation<detail::is_basic_json<ValueType>>,
-                                        detail::negation<std::is_same<ValueType, std::initializer_list<typename string_t::value_type>>>,
-#if defined(JSON_HAS_CPP_17) && (defined(__GNUC__) || (defined(_MSC_VER) && _MSC_VER >= 1910 && _MSC_VER <= 1914))
-                                                detail::negation<std::is_same<ValueType, std::string_view>>,
-#endif
-#if defined(JSON_HAS_CPP_17)
-                                                detail::negation<std::is_same<ValueType, std::any>>,
-#endif
-                                                detail::is_detected_lazy<detail::get_template_function, const basic_json_t&, ValueType>
-                                                >::value, int >::type = 0 >
-                                        JSON_EXPLICIT operator ValueType() const
-    {
-        // delegate the call to get<>() const
-        return get<ValueType>();
-    }
-
-    /// @brief get a binary value
-    /// @sa https://json.nlohmann.me/api/basic_json/get_binary/
-    binary_t& get_binary()
-    {
-        if (!is_binary())
-        {
-            JSON_THROW(type_error::create(302, detail::concat("type must be binary, but is ", type_name()), this));
-        }
-
-        return *get_ptr<binary_t*>();
-    }
-
-    /// @brief get a binary value
-    /// @sa https://json.nlohmann.me/api/basic_json/get_binary/
-    const binary_t& get_binary() const
-    {
-        if (!is_binary())
-        {
-            JSON_THROW(type_error::create(302, detail::concat("type must be binary, but is ", type_name()), this));
-        }
-
-        return *get_ptr<const binary_t*>();
-    }
-
-    /// @}
-
-
-    ////////////////////
-    // element access //
-    ////////////////////
-
-    /// @name element access
-    /// Access to the JSON value.
-    /// @{
-
-    /// @brief access specified array element with bounds checking
-    /// @sa https://json.nlohmann.me/api/basic_json/at/
-    reference at(size_type idx)
-    {
-        // at only works for arrays
-        if (JSON_HEDLEY_LIKELY(is_array()))
-        {
-            JSON_TRY
-            {
-                return set_parent(m_value.array->at(idx));
-            }
-            JSON_CATCH (std::out_of_range&)
-            {
-                // create better exception explanation
-                JSON_THROW(out_of_range::create(401, detail::concat("array index ", std::to_string(idx), " is out of range"), this));
-            }
-        }
-        else
-        {
-            JSON_THROW(type_error::create(304, detail::concat("cannot use at() with ", type_name()), this));
-        }
-    }
-
-    /// @brief access specified array element with bounds checking
-    /// @sa https://json.nlohmann.me/api/basic_json/at/
-    const_reference at(size_type idx) const
-    {
-        // at only works for arrays
-        if (JSON_HEDLEY_LIKELY(is_array()))
-        {
-            JSON_TRY
-            {
-                return m_value.array->at(idx);
-            }
-            JSON_CATCH (std::out_of_range&)
-            {
-                // create better exception explanation
-                JSON_THROW(out_of_range::create(401, detail::concat("array index ", std::to_string(idx), " is out of range"), this));
-            }
-        }
-        else
-        {
-            JSON_THROW(type_error::create(304, detail::concat("cannot use at() with ", type_name()), this));
-        }
-    }
-
-    /// @brief access specified object element with bounds checking
-    /// @sa https://json.nlohmann.me/api/basic_json/at/
-    reference at(const typename object_t::key_type& key)
-    {
-        // at only works for objects
-        if (JSON_HEDLEY_UNLIKELY(!is_object()))
-        {
-            JSON_THROW(type_error::create(304, detail::concat("cannot use at() with ", type_name()), this));
-        }
-
-        auto it = m_value.object->find(key);
-        if (it == m_value.object->end())
-        {
-            JSON_THROW(out_of_range::create(403, detail::concat("key '", key, "' not found"), this));
-        }
-        return set_parent(it->second);
-    }
-
-    /// @brief access specified object element with bounds checking
-    /// @sa https://json.nlohmann.me/api/basic_json/at/
-    template<class KeyType, detail::enable_if_t<
-                 detail::is_usable_as_basic_json_key_type<basic_json_t, KeyType>::value, int> = 0>
-    reference at(KeyType && key)
-    {
-        // at only works for objects
-        if (JSON_HEDLEY_UNLIKELY(!is_object()))
-        {
-            JSON_THROW(type_error::create(304, detail::concat("cannot use at() with ", type_name()), this));
-        }
-
-        auto it = m_value.object->find(std::forward<KeyType>(key));
-        if (it == m_value.object->end())
-        {
-            JSON_THROW(out_of_range::create(403, detail::concat("key '", string_t(std::forward<KeyType>(key)), "' not found"), this));
-        }
-        return set_parent(it->second);
-    }
-
-    /// @brief access specified object element with bounds checking
-    /// @sa https://json.nlohmann.me/api/basic_json/at/
-    const_reference at(const typename object_t::key_type& key) const
-    {
-        // at only works for objects
-        if (JSON_HEDLEY_UNLIKELY(!is_object()))
-        {
-            JSON_THROW(type_error::create(304, detail::concat("cannot use at() with ", type_name()), this));
-        }
-
-        auto it = m_value.object->find(key);
-        if (it == m_value.object->end())
-        {
-            JSON_THROW(out_of_range::create(403, detail::concat("key '", key, "' not found"), this));
-        }
-        return it->second;
-    }
-
-    /// @brief access specified object element with bounds checking
-    /// @sa https://json.nlohmann.me/api/basic_json/at/
-    template<class KeyType, detail::enable_if_t<
-                 detail::is_usable_as_basic_json_key_type<basic_json_t, KeyType>::value, int> = 0>
-    const_reference at(KeyType && key) const
-    {
-        // at only works for objects
-        if (JSON_HEDLEY_UNLIKELY(!is_object()))
-        {
-            JSON_THROW(type_error::create(304, detail::concat("cannot use at() with ", type_name()), this));
-        }
-
-        auto it = m_value.object->find(std::forward<KeyType>(key));
-        if (it == m_value.object->end())
-        {
-            JSON_THROW(out_of_range::create(403, detail::concat("key '", string_t(std::forward<KeyType>(key)), "' not found"), this));
-        }
-        return it->second;
-    }
-
-    /// @brief access specified array element
-    /// @sa https://json.nlohmann.me/api/basic_json/operator%5B%5D/
-    reference operator[](size_type idx)
-    {
-        // implicitly convert null value to an empty array
-        if (is_null())
-        {
-            m_type = value_t::array;
-            m_value.array = create<array_t>();
-            assert_invariant();
-        }
-
-        // operator[] only works for arrays
-        if (JSON_HEDLEY_LIKELY(is_array()))
-        {
-            // fill up array with null values if given idx is outside range
-            if (idx >= m_value.array->size())
-            {
-#if JSON_DIAGNOSTICS
-                // remember array size & capacity before resizing
-                const auto old_size = m_value.array->size();
-                const auto old_capacity = m_value.array->capacity();
-#endif
-                m_value.array->resize(idx + 1);
-
-#if JSON_DIAGNOSTICS
-                if (JSON_HEDLEY_UNLIKELY(m_value.array->capacity() != old_capacity))
-                {
-                    // capacity has changed: update all parents
-                    set_parents();
-                }
-                else
-                {
-                    // set parent for values added above
-                    set_parents(begin() + static_cast<typename iterator::difference_type>(old_size), static_cast<typename iterator::difference_type>(idx + 1 - old_size));
-                }
-#endif
-                assert_invariant();
-            }
-
-            return m_value.array->operator[](idx);
-        }
-
-        JSON_THROW(type_error::create(305, detail::concat("cannot use operator[] with a numeric argument with ", type_name()), this));
-    }
-
-    /// @brief access specified array element
-    /// @sa https://json.nlohmann.me/api/basic_json/operator%5B%5D/
-    const_reference operator[](size_type idx) const
-    {
-        // const operator[] only works for arrays
-        if (JSON_HEDLEY_LIKELY(is_array()))
-        {
-            return m_value.array->operator[](idx);
-        }
-
-        JSON_THROW(type_error::create(305, detail::concat("cannot use operator[] with a numeric argument with ", type_name()), this));
-    }
-
-    /// @brief access specified object element
-    /// @sa https://json.nlohmann.me/api/basic_json/operator%5B%5D/
-    reference operator[](typename object_t::key_type key)
-    {
-        // implicitly convert null value to an empty object
-        if (is_null())
-        {
-            m_type = value_t::object;
-            m_value.object = create<object_t>();
-            assert_invariant();
-        }
-
-        // operator[] only works for objects
-        if (JSON_HEDLEY_LIKELY(is_object()))
-        {
-            auto result = m_value.object->emplace(std::move(key), nullptr);
-            return set_parent(result.first->second);
-        }
-
-        JSON_THROW(type_error::create(305, detail::concat("cannot use operator[] with a string argument with ", type_name()), this));
-    }
-
-    /// @brief access specified object element
-    /// @sa https://json.nlohmann.me/api/basic_json/operator%5B%5D/
-    const_reference operator[](const typename object_t::key_type& key) const
-    {
-        // const operator[] only works for objects
-        if (JSON_HEDLEY_LIKELY(is_object()))
-        {
-            auto it = m_value.object->find(key);
-            JSON_ASSERT(it != m_value.object->end());
-            return it->second;
-        }
-
-        JSON_THROW(type_error::create(305, detail::concat("cannot use operator[] with a string argument with ", type_name()), this));
-    }
-
-    // these two functions resolve a (const) char * ambiguity affecting Clang and MSVC
-    // (they seemingly cannot be constrained to resolve the ambiguity)
-    template<typename T>
-    reference operator[](T* key)
-    {
-        return operator[](typename object_t::key_type(key));
-    }
-
-    template<typename T>
-    const_reference operator[](T* key) const
-    {
-        return operator[](typename object_t::key_type(key));
-    }
-
-    /// @brief access specified object element
-    /// @sa https://json.nlohmann.me/api/basic_json/operator%5B%5D/
-    template<class KeyType, detail::enable_if_t<
-                 detail::is_usable_as_basic_json_key_type<basic_json_t, KeyType>::value, int > = 0 >
-    reference operator[](KeyType && key)
-    {
-        // implicitly convert null value to an empty object
-        if (is_null())
-        {
-            m_type = value_t::object;
-            m_value.object = create<object_t>();
-            assert_invariant();
-        }
-
-        // operator[] only works for objects
-        if (JSON_HEDLEY_LIKELY(is_object()))
-        {
-            auto result = m_value.object->emplace(std::forward<KeyType>(key), nullptr);
-            return set_parent(result.first->second);
-        }
-
-        JSON_THROW(type_error::create(305, detail::concat("cannot use operator[] with a string argument with ", type_name()), this));
-    }
-
-    /// @brief access specified object element
-    /// @sa https://json.nlohmann.me/api/basic_json/operator%5B%5D/
-    template<class KeyType, detail::enable_if_t<
-                 detail::is_usable_as_basic_json_key_type<basic_json_t, KeyType>::value, int > = 0 >
-    const_reference operator[](KeyType && key) const
-    {
-        // const operator[] only works for objects
-        if (JSON_HEDLEY_LIKELY(is_object()))
-        {
-            auto it = m_value.object->find(std::forward<KeyType>(key));
-            JSON_ASSERT(it != m_value.object->end());
-            return it->second;
-        }
-
-        JSON_THROW(type_error::create(305, detail::concat("cannot use operator[] with a string argument with ", type_name()), this));
-    }
-
-  private:
-    template<typename KeyType>
-    using is_comparable_with_object_key = detail::is_comparable <
-        object_comparator_t, const typename object_t::key_type&, KeyType >;
-
-    template<typename ValueType>
-    using value_return_type = std::conditional <
-        detail::is_c_string_uncvref<ValueType>::value,
-        string_t, typename std::decay<ValueType>::type >;
-
-  public:
-    /// @brief access specified object element with default value
-    /// @sa https://json.nlohmann.me/api/basic_json/value/
-    template < class ValueType, detail::enable_if_t <
-                   !detail::is_transparent<object_comparator_t>::value
-                   && detail::is_getable<basic_json_t, ValueType>::value
-                   && !std::is_same<value_t, detail::uncvref_t<ValueType>>::value, int > = 0 >
-    ValueType value(const typename object_t::key_type& key, const ValueType& default_value) const
-    {
-        // value only works for objects
-        if (JSON_HEDLEY_LIKELY(is_object()))
-        {
-            // if key is found, return value and given default value otherwise
-            const auto it = find(key);
-            if (it != end())
-            {
-                return it->template get<ValueType>();
-            }
-
-            return default_value;
-        }
-
-        JSON_THROW(type_error::create(306, detail::concat("cannot use value() with ", type_name()), this));
-    }
-
-    /// @brief access specified object element with default value
-    /// @sa https://json.nlohmann.me/api/basic_json/value/
-    template < class ValueType, class ReturnType = typename value_return_type<ValueType>::type,
-               detail::enable_if_t <
-                   !detail::is_transparent<object_comparator_t>::value
-                   && detail::is_getable<basic_json_t, ReturnType>::value
-                   && !std::is_same<value_t, detail::uncvref_t<ValueType>>::value, int > = 0 >
-    ReturnType value(const typename object_t::key_type& key, ValueType && default_value) const
-    {
-        // value only works for objects
-        if (JSON_HEDLEY_LIKELY(is_object()))
-        {
-            // if key is found, return value and given default value otherwise
-            const auto it = find(key);
-            if (it != end())
-            {
-                return it->template get<ReturnType>();
-            }
-
-            return std::forward<ValueType>(default_value);
-        }
-
-        JSON_THROW(type_error::create(306, detail::concat("cannot use value() with ", type_name()), this));
-    }
-
-    /// @brief access specified object element with default value
-    /// @sa https://json.nlohmann.me/api/basic_json/value/
-    template < class ValueType, class KeyType, detail::enable_if_t <
-                   detail::is_transparent<object_comparator_t>::value
-                   && !detail::is_json_pointer<KeyType>::value
-                   && is_comparable_with_object_key<KeyType>::value
-                   && detail::is_getable<basic_json_t, ValueType>::value
-                   && !std::is_same<value_t, detail::uncvref_t<ValueType>>::value, int > = 0 >
-    ValueType value(KeyType && key, const ValueType& default_value) const
-    {
-        // value only works for objects
-        if (JSON_HEDLEY_LIKELY(is_object()))
-        {
-            // if key is found, return value and given default value otherwise
-            const auto it = find(std::forward<KeyType>(key));
-            if (it != end())
-            {
-                return it->template get<ValueType>();
-            }
-
-            return default_value;
-        }
-
-        JSON_THROW(type_error::create(306, detail::concat("cannot use value() with ", type_name()), this));
-    }
-
-    /// @brief access specified object element via JSON Pointer with default value
-    /// @sa https://json.nlohmann.me/api/basic_json/value/
-    template < class ValueType, class KeyType, class ReturnType = typename value_return_type<ValueType>::type,
-               detail::enable_if_t <
-                   detail::is_transparent<object_comparator_t>::value
-                   && !detail::is_json_pointer<KeyType>::value
-                   && is_comparable_with_object_key<KeyType>::value
-                   && detail::is_getable<basic_json_t, ReturnType>::value
-                   && !std::is_same<value_t, detail::uncvref_t<ValueType>>::value, int > = 0 >
-    ReturnType value(KeyType && key, ValueType && default_value) const
-    {
-        // value only works for objects
-        if (JSON_HEDLEY_LIKELY(is_object()))
-        {
-            // if key is found, return value and given default value otherwise
-            const auto it = find(std::forward<KeyType>(key));
-            if (it != end())
-            {
-                return it->template get<ReturnType>();
-            }
-
-            return std::forward<ValueType>(default_value);
-        }
-
-        JSON_THROW(type_error::create(306, detail::concat("cannot use value() with ", type_name()), this));
-    }
-
-    /// @brief access specified object element via JSON Pointer with default value
-    /// @sa https://json.nlohmann.me/api/basic_json/value/
-    template < class ValueType, detail::enable_if_t <
-                   detail::is_getable<basic_json_t, ValueType>::value
-                   && !std::is_same<value_t, detail::uncvref_t<ValueType>>::value, int > = 0 >
-    ValueType value(const json_pointer& ptr, const ValueType& default_value) const
-    {
-        // value only works for objects
-        if (JSON_HEDLEY_LIKELY(is_object()))
-        {
-            // if pointer resolves a value, return it or use default value
-            JSON_TRY
-            {
-                return ptr.get_checked(this).template get<ValueType>();
-            }
-            JSON_INTERNAL_CATCH (out_of_range&)
-            {
-                return default_value;
-            }
-        }
-
-        JSON_THROW(type_error::create(306, detail::concat("cannot use value() with ", type_name()), this));
-    }
-
-    /// @brief access specified object element via JSON Pointer with default value
-    /// @sa https://json.nlohmann.me/api/basic_json/value/
-    template < class ValueType, class ReturnType = typename value_return_type<ValueType>::type,
-               detail::enable_if_t <
-                   detail::is_getable<basic_json_t, ReturnType>::value
-                   && !std::is_same<value_t, detail::uncvref_t<ValueType>>::value, int > = 0 >
-    ReturnType value(const json_pointer& ptr, ValueType && default_value) const
-    {
-        // value only works for objects
-        if (JSON_HEDLEY_LIKELY(is_object()))
-        {
-            // if pointer resolves a value, return it or use default value
-            JSON_TRY
-            {
-                return ptr.get_checked(this).template get<ReturnType>();
-            }
-            JSON_INTERNAL_CATCH (out_of_range&)
-            {
-                return std::forward<ValueType>(default_value);
-            }
-        }
-
-        JSON_THROW(type_error::create(306, detail::concat("cannot use value() with ", type_name()), this));
-    }
-
-    template < class ValueType, class BasicJsonType, detail::enable_if_t <
-                   detail::is_basic_json<BasicJsonType>::value
-                   && detail::is_getable<basic_json_t, ValueType>::value
-                   && !std::is_same<value_t, detail::uncvref_t<ValueType>>::value, int > = 0 >
-    JSON_HEDLEY_DEPRECATED_FOR(3.11.0, basic_json::json_pointer or nlohmann::json_pointer<basic_json::string_t>) // NOLINT(readability/alt_tokens)
-    ValueType value(const ::nlohmann::json_pointer<BasicJsonType>& ptr, const ValueType& default_value) const
-    {
-        return value(ptr.convert(), default_value);
-    }
-
-    template < class ValueType, class BasicJsonType, class ReturnType = typename value_return_type<ValueType>::type,
-               detail::enable_if_t <
-                   detail::is_basic_json<BasicJsonType>::value
-                   && detail::is_getable<basic_json_t, ReturnType>::value
-                   && !std::is_same<value_t, detail::uncvref_t<ValueType>>::value, int > = 0 >
-    JSON_HEDLEY_DEPRECATED_FOR(3.11.0, basic_json::json_pointer or nlohmann::json_pointer<basic_json::string_t>) // NOLINT(readability/alt_tokens)
-    ReturnType value(const ::nlohmann::json_pointer<BasicJsonType>& ptr, ValueType && default_value) const
-    {
-        return value(ptr.convert(), std::forward<ValueType>(default_value));
-    }
-
-    /// @brief access the first element
-    /// @sa https://json.nlohmann.me/api/basic_json/front/
-    reference front()
-    {
-        return *begin();
-    }
-
-    /// @brief access the first element
-    /// @sa https://json.nlohmann.me/api/basic_json/front/
-    const_reference front() const
-    {
-        return *cbegin();
-    }
-
-    /// @brief access the last element
-    /// @sa https://json.nlohmann.me/api/basic_json/back/
-    reference back()
-    {
-        auto tmp = end();
-        --tmp;
-        return *tmp;
-    }
-
-    /// @brief access the last element
-    /// @sa https://json.nlohmann.me/api/basic_json/back/
-    const_reference back() const
-    {
-        auto tmp = cend();
-        --tmp;
-        return *tmp;
-    }
-
-    /// @brief remove element given an iterator
-    /// @sa https://json.nlohmann.me/api/basic_json/erase/
-    template < class IteratorType, detail::enable_if_t <
-                   std::is_same<IteratorType, typename basic_json_t::iterator>::value ||
-                   std::is_same<IteratorType, typename basic_json_t::const_iterator>::value, int > = 0 >
-    IteratorType erase(IteratorType pos)
-    {
-        // make sure iterator fits the current value
-        if (JSON_HEDLEY_UNLIKELY(this != pos.m_object))
-        {
-            JSON_THROW(invalid_iterator::create(202, "iterator does not fit current value", this));
-        }
-
-        IteratorType result = end();
-
-        switch (m_type)
-        {
-            case value_t::boolean:
-            case value_t::number_float:
-            case value_t::number_integer:
-            case value_t::number_unsigned:
-            case value_t::string:
-            case value_t::binary:
-            {
-                if (JSON_HEDLEY_UNLIKELY(!pos.m_it.primitive_iterator.is_begin()))
-                {
-                    JSON_THROW(invalid_iterator::create(205, "iterator out of range", this));
-                }
-
-                if (is_string())
-                {
-                    AllocatorType<string_t> alloc;
-                    std::allocator_traits<decltype(alloc)>::destroy(alloc, m_value.string);
-                    std::allocator_traits<decltype(alloc)>::deallocate(alloc, m_value.string, 1);
-                    m_value.string = nullptr;
-                }
-                else if (is_binary())
-                {
-                    AllocatorType<binary_t> alloc;
-                    std::allocator_traits<decltype(alloc)>::destroy(alloc, m_value.binary);
-                    std::allocator_traits<decltype(alloc)>::deallocate(alloc, m_value.binary, 1);
-                    m_value.binary = nullptr;
-                }
-
-                m_type = value_t::null;
-                assert_invariant();
-                break;
-            }
-
-            case value_t::object:
-            {
-                result.m_it.object_iterator = m_value.object->erase(pos.m_it.object_iterator);
-                break;
-            }
-
-            case value_t::array:
-            {
-                result.m_it.array_iterator = m_value.array->erase(pos.m_it.array_iterator);
-                break;
-            }
-
-            case value_t::null:
-            case value_t::discarded:
-            default:
-                JSON_THROW(type_error::create(307, detail::concat("cannot use erase() with ", type_name()), this));
-        }
-
-        return result;
-    }
-
-    /// @brief remove elements given an iterator range
-    /// @sa https://json.nlohmann.me/api/basic_json/erase/
-    template < class IteratorType, detail::enable_if_t <
-                   std::is_same<IteratorType, typename basic_json_t::iterator>::value ||
-                   std::is_same<IteratorType, typename basic_json_t::const_iterator>::value, int > = 0 >
-    IteratorType erase(IteratorType first, IteratorType last)
-    {
-        // make sure iterator fits the current value
-        if (JSON_HEDLEY_UNLIKELY(this != first.m_object || this != last.m_object))
-        {
-            JSON_THROW(invalid_iterator::create(203, "iterators do not fit current value", this));
-        }
-
-        IteratorType result = end();
-
-        switch (m_type)
-        {
-            case value_t::boolean:
-            case value_t::number_float:
-            case value_t::number_integer:
-            case value_t::number_unsigned:
-            case value_t::string:
-            case value_t::binary:
-            {
-                if (JSON_HEDLEY_LIKELY(!first.m_it.primitive_iterator.is_begin()
-                                       || !last.m_it.primitive_iterator.is_end()))
-                {
-                    JSON_THROW(invalid_iterator::create(204, "iterators out of range", this));
-                }
-
-                if (is_string())
-                {
-                    AllocatorType<string_t> alloc;
-                    std::allocator_traits<decltype(alloc)>::destroy(alloc, m_value.string);
-                    std::allocator_traits<decltype(alloc)>::deallocate(alloc, m_value.string, 1);
-                    m_value.string = nullptr;
-                }
-                else if (is_binary())
-                {
-                    AllocatorType<binary_t> alloc;
-                    std::allocator_traits<decltype(alloc)>::destroy(alloc, m_value.binary);
-                    std::allocator_traits<decltype(alloc)>::deallocate(alloc, m_value.binary, 1);
-                    m_value.binary = nullptr;
-                }
-
-                m_type = value_t::null;
-                assert_invariant();
-                break;
-            }
-
-            case value_t::object:
-            {
-                result.m_it.object_iterator = m_value.object->erase(first.m_it.object_iterator,
-                                              last.m_it.object_iterator);
-                break;
-            }
-
-            case value_t::array:
-            {
-                result.m_it.array_iterator = m_value.array->erase(first.m_it.array_iterator,
-                                             last.m_it.array_iterator);
-                break;
-            }
-
-            case value_t::null:
-            case value_t::discarded:
-            default:
-                JSON_THROW(type_error::create(307, detail::concat("cannot use erase() with ", type_name()), this));
-        }
-
-        return result;
-    }
-
-  private:
-    template < typename KeyType, detail::enable_if_t <
-                   detail::has_erase_with_key_type<basic_json_t, KeyType>::value, int > = 0 >
-    size_type erase_internal(KeyType && key)
-    {
-        // this erase only works for objects
-        if (JSON_HEDLEY_UNLIKELY(!is_object()))
-        {
-            JSON_THROW(type_error::create(307, detail::concat("cannot use erase() with ", type_name()), this));
-        }
-
-        return m_value.object->erase(std::forward<KeyType>(key));
-    }
-
-    template < typename KeyType, detail::enable_if_t <
-                   !detail::has_erase_with_key_type<basic_json_t, KeyType>::value, int > = 0 >
-    size_type erase_internal(KeyType && key)
-    {
-        // this erase only works for objects
-        if (JSON_HEDLEY_UNLIKELY(!is_object()))
-        {
-            JSON_THROW(type_error::create(307, detail::concat("cannot use erase() with ", type_name()), this));
-        }
-
-        const auto it = m_value.object->find(std::forward<KeyType>(key));
-        if (it != m_value.object->end())
-        {
-            m_value.object->erase(it);
-            return 1;
-        }
-        return 0;
-    }
-
-  public:
-
-    /// @brief remove element from a JSON object given a key
-    /// @sa https://json.nlohmann.me/api/basic_json/erase/
-    size_type erase(const typename object_t::key_type& key)
-    {
-        // the indirection via erase_internal() is added to avoid making this
-        // function a template and thus de-rank it during overload resolution
-        return erase_internal(key);
-    }
-
-    /// @brief remove element from a JSON object given a key
-    /// @sa https://json.nlohmann.me/api/basic_json/erase/
-    template<class KeyType, detail::enable_if_t<
-                 detail::is_usable_as_basic_json_key_type<basic_json_t, KeyType>::value, int> = 0>
-    size_type erase(KeyType && key)
-    {
-        return erase_internal(std::forward<KeyType>(key));
-    }
-
-    /// @brief remove element from a JSON array given an index
-    /// @sa https://json.nlohmann.me/api/basic_json/erase/
-    void erase(const size_type idx)
-    {
-        // this erase only works for arrays
-        if (JSON_HEDLEY_LIKELY(is_array()))
-        {
-            if (JSON_HEDLEY_UNLIKELY(idx >= size()))
-            {
-                JSON_THROW(out_of_range::create(401, detail::concat("array index ", std::to_string(idx), " is out of range"), this));
-            }
-
-            m_value.array->erase(m_value.array->begin() + static_cast<difference_type>(idx));
-        }
-        else
-        {
-            JSON_THROW(type_error::create(307, detail::concat("cannot use erase() with ", type_name()), this));
-        }
-    }
-
-    /// @}
-
-
-    ////////////
-    // lookup //
-    ////////////
-
-    /// @name lookup
-    /// @{
-
-    /// @brief find an element in a JSON object
-    /// @sa https://json.nlohmann.me/api/basic_json/find/
-    iterator find(const typename object_t::key_type& key)
-    {
-        auto result = end();
-
-        if (is_object())
-        {
-            result.m_it.object_iterator = m_value.object->find(key);
-        }
-
-        return result;
-    }
-
-    /// @brief find an element in a JSON object
-    /// @sa https://json.nlohmann.me/api/basic_json/find/
-    const_iterator find(const typename object_t::key_type& key) const
-    {
-        auto result = cend();
-
-        if (is_object())
-        {
-            result.m_it.object_iterator = m_value.object->find(key);
-        }
-
-        return result;
-    }
-
-    /// @brief find an element in a JSON object
-    /// @sa https://json.nlohmann.me/api/basic_json/find/
-    template<class KeyType, detail::enable_if_t<
-                 detail::is_usable_as_basic_json_key_type<basic_json_t, KeyType>::value, int> = 0>
-    iterator find(KeyType && key)
-    {
-        auto result = end();
-
-        if (is_object())
-        {
-            result.m_it.object_iterator = m_value.object->find(std::forward<KeyType>(key));
-        }
-
-        return result;
-    }
-
-    /// @brief find an element in a JSON object
-    /// @sa https://json.nlohmann.me/api/basic_json/find/
-    template<class KeyType, detail::enable_if_t<
-                 detail::is_usable_as_basic_json_key_type<basic_json_t, KeyType>::value, int> = 0>
-    const_iterator find(KeyType && key) const
-    {
-        auto result = cend();
-
-        if (is_object())
-        {
-            result.m_it.object_iterator = m_value.object->find(std::forward<KeyType>(key));
-        }
-
-        return result;
-    }
-
-    /// @brief returns the number of occurrences of a key in a JSON object
-    /// @sa https://json.nlohmann.me/api/basic_json/count/
-    size_type count(const typename object_t::key_type& key) const
-    {
-        // return 0 for all nonobject types
-        return is_object() ? m_value.object->count(key) : 0;
-    }
-
-    /// @brief returns the number of occurrences of a key in a JSON object
-    /// @sa https://json.nlohmann.me/api/basic_json/count/
-    template<class KeyType, detail::enable_if_t<
-                 detail::is_usable_as_basic_json_key_type<basic_json_t, KeyType>::value, int> = 0>
-    size_type count(KeyType && key) const
-    {
-        // return 0 for all nonobject types
-        return is_object() ? m_value.object->count(std::forward<KeyType>(key)) : 0;
-    }
-
-    /// @brief check the existence of an element in a JSON object
-    /// @sa https://json.nlohmann.me/api/basic_json/contains/
-    bool contains(const typename object_t::key_type& key) const
-    {
-        return is_object() && m_value.object->find(key) != m_value.object->end();
-    }
-
-    /// @brief check the existence of an element in a JSON object
-    /// @sa https://json.nlohmann.me/api/basic_json/contains/
-    template<class KeyType, detail::enable_if_t<
-                 detail::is_usable_as_basic_json_key_type<basic_json_t, KeyType>::value, int> = 0>
-    bool contains(KeyType && key) const
-    {
-        return is_object() && m_value.object->find(std::forward<KeyType>(key)) != m_value.object->end();
-    }
-
-    /// @brief check the existence of an element in a JSON object given a JSON pointer
-    /// @sa https://json.nlohmann.me/api/basic_json/contains/
-    bool contains(const json_pointer& ptr) const
-    {
-        return ptr.contains(this);
-    }
-
-    template<typename BasicJsonType, detail::enable_if_t<detail::is_basic_json<BasicJsonType>::value, int> = 0>
-    JSON_HEDLEY_DEPRECATED_FOR(3.11.0, basic_json::json_pointer or nlohmann::json_pointer<basic_json::string_t>) // NOLINT(readability/alt_tokens)
-    bool contains(const typename ::nlohmann::json_pointer<BasicJsonType>& ptr) const
-    {
-        return ptr.contains(this);
-    }
-
-    /// @}
-
-
-    ///////////////
-    // iterators //
-    ///////////////
-
-    /// @name iterators
-    /// @{
-
-    /// @brief returns an iterator to the first element
-    /// @sa https://json.nlohmann.me/api/basic_json/begin/
-    iterator begin() noexcept
-    {
-        iterator result(this);
-        result.set_begin();
-        return result;
-    }
-
-    /// @brief returns an iterator to the first element
-    /// @sa https://json.nlohmann.me/api/basic_json/begin/
-    const_iterator begin() const noexcept
-    {
-        return cbegin();
-    }
-
-    /// @brief returns a const iterator to the first element
-    /// @sa https://json.nlohmann.me/api/basic_json/cbegin/
-    const_iterator cbegin() const noexcept
-    {
-        const_iterator result(this);
-        result.set_begin();
-        return result;
-    }
-
-    /// @brief returns an iterator to one past the last element
-    /// @sa https://json.nlohmann.me/api/basic_json/end/
-    iterator end() noexcept
-    {
-        iterator result(this);
-        result.set_end();
-        return result;
-    }
-
-    /// @brief returns an iterator to one past the last element
-    /// @sa https://json.nlohmann.me/api/basic_json/end/
-    const_iterator end() const noexcept
-    {
-        return cend();
-    }
-
-    /// @brief returns an iterator to one past the last element
-    /// @sa https://json.nlohmann.me/api/basic_json/cend/
-    const_iterator cend() const noexcept
-    {
-        const_iterator result(this);
-        result.set_end();
-        return result;
-    }
-
-    /// @brief returns an iterator to the reverse-beginning
-    /// @sa https://json.nlohmann.me/api/basic_json/rbegin/
-    reverse_iterator rbegin() noexcept
-    {
-        return reverse_iterator(end());
-    }
-
-    /// @brief returns an iterator to the reverse-beginning
-    /// @sa https://json.nlohmann.me/api/basic_json/rbegin/
-    const_reverse_iterator rbegin() const noexcept
-    {
-        return crbegin();
-    }
-
-    /// @brief returns an iterator to the reverse-end
-    /// @sa https://json.nlohmann.me/api/basic_json/rend/
-    reverse_iterator rend() noexcept
-    {
-        return reverse_iterator(begin());
-    }
-
-    /// @brief returns an iterator to the reverse-end
-    /// @sa https://json.nlohmann.me/api/basic_json/rend/
-    const_reverse_iterator rend() const noexcept
-    {
-        return crend();
-    }
-
-    /// @brief returns a const reverse iterator to the last element
-    /// @sa https://json.nlohmann.me/api/basic_json/crbegin/
-    const_reverse_iterator crbegin() const noexcept
-    {
-        return const_reverse_iterator(cend());
-    }
-
-    /// @brief returns a const reverse iterator to one before the first
-    /// @sa https://json.nlohmann.me/api/basic_json/crend/
-    const_reverse_iterator crend() const noexcept
-    {
-        return const_reverse_iterator(cbegin());
-    }
-
-  public:
-    /// @brief wrapper to access iterator member functions in range-based for
-    /// @sa https://json.nlohmann.me/api/basic_json/items/
-    /// @deprecated This function is deprecated since 3.1.0 and will be removed in
-    ///             version 4.0.0 of the library. Please use @ref items() instead;
-    ///             that is, replace `json::iterator_wrapper(j)` with `j.items()`.
-    JSON_HEDLEY_DEPRECATED_FOR(3.1.0, items())
-    static iteration_proxy<iterator> iterator_wrapper(reference ref) noexcept
-    {
-        return ref.items();
-    }
-
-    /// @brief wrapper to access iterator member functions in range-based for
-    /// @sa https://json.nlohmann.me/api/basic_json/items/
-    /// @deprecated This function is deprecated since 3.1.0 and will be removed in
-    ///         version 4.0.0 of the library. Please use @ref items() instead;
-    ///         that is, replace `json::iterator_wrapper(j)` with `j.items()`.
-    JSON_HEDLEY_DEPRECATED_FOR(3.1.0, items())
-    static iteration_proxy<const_iterator> iterator_wrapper(const_reference ref) noexcept
-    {
-        return ref.items();
-    }
-
-    /// @brief helper to access iterator member functions in range-based for
-    /// @sa https://json.nlohmann.me/api/basic_json/items/
-    iteration_proxy<iterator> items() noexcept
-    {
-        return iteration_proxy<iterator>(*this);
-    }
-
-    /// @brief helper to access iterator member functions in range-based for
-    /// @sa https://json.nlohmann.me/api/basic_json/items/
-    iteration_proxy<const_iterator> items() const noexcept
-    {
-        return iteration_proxy<const_iterator>(*this);
-    }
-
-    /// @}
-
-
-    //////////////
-    // capacity //
-    //////////////
-
-    /// @name capacity
-    /// @{
-
-    /// @brief checks whether the container is empty.
-    /// @sa https://json.nlohmann.me/api/basic_json/empty/
-    bool empty() const noexcept
-    {
-        switch (m_type)
-        {
-            case value_t::null:
-            {
-                // null values are empty
-                return true;
-            }
-
-            case value_t::array:
-            {
-                // delegate call to array_t::empty()
-                return m_value.array->empty();
-            }
-
-            case value_t::object:
-            {
-                // delegate call to object_t::empty()
-                return m_value.object->empty();
-            }
-
-            case value_t::string:
-            case value_t::boolean:
-            case value_t::number_integer:
-            case value_t::number_unsigned:
-            case value_t::number_float:
-            case value_t::binary:
-            case value_t::discarded:
-            default:
-            {
-                // all other types are nonempty
-                return false;
-            }
-        }
-    }
-
-    /// @brief returns the number of elements
-    /// @sa https://json.nlohmann.me/api/basic_json/size/
-    size_type size() const noexcept
-    {
-        switch (m_type)
-        {
-            case value_t::null:
-            {
-                // null values are empty
-                return 0;
-            }
-
-            case value_t::array:
-            {
-                // delegate call to array_t::size()
-                return m_value.array->size();
-            }
-
-            case value_t::object:
-            {
-                // delegate call to object_t::size()
-                return m_value.object->size();
-            }
-
-            case value_t::string:
-            case value_t::boolean:
-            case value_t::number_integer:
-            case value_t::number_unsigned:
-            case value_t::number_float:
-            case value_t::binary:
-            case value_t::discarded:
-            default:
-            {
-                // all other types have size 1
-                return 1;
-            }
-        }
-    }
-
-    /// @brief returns the maximum possible number of elements
-    /// @sa https://json.nlohmann.me/api/basic_json/max_size/
-    size_type max_size() const noexcept
-    {
-        switch (m_type)
-        {
-            case value_t::array:
-            {
-                // delegate call to array_t::max_size()
-                return m_value.array->max_size();
-            }
-
-            case value_t::object:
-            {
-                // delegate call to object_t::max_size()
-                return m_value.object->max_size();
-            }
-
-            case value_t::null:
-            case value_t::string:
-            case value_t::boolean:
-            case value_t::number_integer:
-            case value_t::number_unsigned:
-            case value_t::number_float:
-            case value_t::binary:
-            case value_t::discarded:
-            default:
-            {
-                // all other types have max_size() == size()
-                return size();
-            }
-        }
-    }
-
-    /// @}
-
-
-    ///////////////
-    // modifiers //
-    ///////////////
-
-    /// @name modifiers
-    /// @{
-
-    /// @brief clears the contents
-    /// @sa https://json.nlohmann.me/api/basic_json/clear/
-    void clear() noexcept
-    {
-        switch (m_type)
-        {
-            case value_t::number_integer:
-            {
-                m_value.number_integer = 0;
-                break;
-            }
-
-            case value_t::number_unsigned:
-            {
-                m_value.number_unsigned = 0;
-                break;
-            }
-
-            case value_t::number_float:
-            {
-                m_value.number_float = 0.0;
-                break;
-            }
-
-            case value_t::boolean:
-            {
-                m_value.boolean = false;
-                break;
-            }
-
-            case value_t::string:
-            {
-                m_value.string->clear();
-                break;
-            }
-
-            case value_t::binary:
-            {
-                m_value.binary->clear();
-                break;
-            }
-
-            case value_t::array:
-            {
-                m_value.array->clear();
-                break;
-            }
-
-            case value_t::object:
-            {
-                m_value.object->clear();
-                break;
-            }
-
-            case value_t::null:
-            case value_t::discarded:
-            default:
-                break;
-        }
-    }
-
-    /// @brief add an object to an array
-    /// @sa https://json.nlohmann.me/api/basic_json/push_back/
-    void push_back(basic_json&& val)
-    {
-        // push_back only works for null objects or arrays
-        if (JSON_HEDLEY_UNLIKELY(!(is_null() || is_array())))
-        {
-            JSON_THROW(type_error::create(308, detail::concat("cannot use push_back() with ", type_name()), this));
-        }
-
-        // transform null object into an array
-        if (is_null())
-        {
-            m_type = value_t::array;
-            m_value = value_t::array;
-            assert_invariant();
-        }
-
-        // add element to array (move semantics)
-        const auto old_capacity = m_value.array->capacity();
-        m_value.array->push_back(std::move(val));
-        set_parent(m_value.array->back(), old_capacity);
-        // if val is moved from, basic_json move constructor marks it null, so we do not call the destructor
-    }
-
-    /// @brief add an object to an array
-    /// @sa https://json.nlohmann.me/api/basic_json/operator+=/
-    reference operator+=(basic_json&& val)
-    {
-        push_back(std::move(val));
-        return *this;
-    }
-
-    /// @brief add an object to an array
-    /// @sa https://json.nlohmann.me/api/basic_json/push_back/
-    void push_back(const basic_json& val)
-    {
-        // push_back only works for null objects or arrays
-        if (JSON_HEDLEY_UNLIKELY(!(is_null() || is_array())))
-        {
-            JSON_THROW(type_error::create(308, detail::concat("cannot use push_back() with ", type_name()), this));
-        }
-
-        // transform null object into an array
-        if (is_null())
-        {
-            m_type = value_t::array;
-            m_value = value_t::array;
-            assert_invariant();
-        }
-
-        // add element to array
-        const auto old_capacity = m_value.array->capacity();
-        m_value.array->push_back(val);
-        set_parent(m_value.array->back(), old_capacity);
-    }
-
-    /// @brief add an object to an array
-    /// @sa https://json.nlohmann.me/api/basic_json/operator+=/
-    reference operator+=(const basic_json& val)
-    {
-        push_back(val);
-        return *this;
-    }
-
-    /// @brief add an object to an object
-    /// @sa https://json.nlohmann.me/api/basic_json/push_back/
-    void push_back(const typename object_t::value_type& val)
-    {
-        // push_back only works for null objects or objects
-        if (JSON_HEDLEY_UNLIKELY(!(is_null() || is_object())))
-        {
-            JSON_THROW(type_error::create(308, detail::concat("cannot use push_back() with ", type_name()), this));
-        }
-
-        // transform null object into an object
-        if (is_null())
-        {
-            m_type = value_t::object;
-            m_value = value_t::object;
-            assert_invariant();
-        }
-
-        // add element to object
-        auto res = m_value.object->insert(val);
-        set_parent(res.first->second);
-    }
-
-    /// @brief add an object to an object
-    /// @sa https://json.nlohmann.me/api/basic_json/operator+=/
-    reference operator+=(const typename object_t::value_type& val)
-    {
-        push_back(val);
-        return *this;
-    }
-
-    /// @brief add an object to an object
-    /// @sa https://json.nlohmann.me/api/basic_json/push_back/
-    void push_back(initializer_list_t init)
-    {
-        if (is_object() && init.size() == 2 && (*init.begin())->is_string())
-        {
-            basic_json&& key = init.begin()->moved_or_copied();
-            push_back(typename object_t::value_type(
-                          std::move(key.get_ref<string_t&>()), (init.begin() + 1)->moved_or_copied()));
-        }
-        else
-        {
-            push_back(basic_json(init));
-        }
-    }
-
-    /// @brief add an object to an object
-    /// @sa https://json.nlohmann.me/api/basic_json/operator+=/
-    reference operator+=(initializer_list_t init)
-    {
-        push_back(init);
-        return *this;
-    }
-
-    /// @brief add an object to an array
-    /// @sa https://json.nlohmann.me/api/basic_json/emplace_back/
-    template<class... Args>
-    reference emplace_back(Args&& ... args)
-    {
-        // emplace_back only works for null objects or arrays
-        if (JSON_HEDLEY_UNLIKELY(!(is_null() || is_array())))
-        {
-            JSON_THROW(type_error::create(311, detail::concat("cannot use emplace_back() with ", type_name()), this));
-        }
-
-        // transform null object into an array
-        if (is_null())
-        {
-            m_type = value_t::array;
-            m_value = value_t::array;
-            assert_invariant();
-        }
-
-        // add element to array (perfect forwarding)
-        const auto old_capacity = m_value.array->capacity();
-        m_value.array->emplace_back(std::forward<Args>(args)...);
-        return set_parent(m_value.array->back(), old_capacity);
-    }
-
-    /// @brief add an object to an object if key does not exist
-    /// @sa https://json.nlohmann.me/api/basic_json/emplace/
-    template<class... Args>
-    std::pair<iterator, bool> emplace(Args&& ... args)
-    {
-        // emplace only works for null objects or arrays
-        if (JSON_HEDLEY_UNLIKELY(!(is_null() || is_object())))
-        {
-            JSON_THROW(type_error::create(311, detail::concat("cannot use emplace() with ", type_name()), this));
-        }
-
-        // transform null object into an object
-        if (is_null())
-        {
-            m_type = value_t::object;
-            m_value = value_t::object;
-            assert_invariant();
-        }
-
-        // add element to array (perfect forwarding)
-        auto res = m_value.object->emplace(std::forward<Args>(args)...);
-        set_parent(res.first->second);
-
-        // create result iterator and set iterator to the result of emplace
-        auto it = begin();
-        it.m_it.object_iterator = res.first;
-
-        // return pair of iterator and boolean
-        return {it, res.second};
-    }
-
-    /// Helper for insertion of an iterator
-    /// @note: This uses std::distance to support GCC 4.8,
-    ///        see https://github.com/nlohmann/json/pull/1257
-    template<typename... Args>
-    iterator insert_iterator(const_iterator pos, Args&& ... args)
-    {
-        iterator result(this);
-        JSON_ASSERT(m_value.array != nullptr);
-
-        auto insert_pos = std::distance(m_value.array->begin(), pos.m_it.array_iterator);
-        m_value.array->insert(pos.m_it.array_iterator, std::forward<Args>(args)...);
-        result.m_it.array_iterator = m_value.array->begin() + insert_pos;
-
-        // This could have been written as:
-        // result.m_it.array_iterator = m_value.array->insert(pos.m_it.array_iterator, cnt, val);
-        // but the return value of insert is missing in GCC 4.8, so it is written this way instead.
-
-        set_parents();
-        return result;
-    }
-
-    /// @brief inserts element into array
-    /// @sa https://json.nlohmann.me/api/basic_json/insert/
-    iterator insert(const_iterator pos, const basic_json& val)
-    {
-        // insert only works for arrays
-        if (JSON_HEDLEY_LIKELY(is_array()))
-        {
-            // check if iterator pos fits to this JSON value
-            if (JSON_HEDLEY_UNLIKELY(pos.m_object != this))
-            {
-                JSON_THROW(invalid_iterator::create(202, "iterator does not fit current value", this));
-            }
-
-            // insert to array and return iterator
-            return insert_iterator(pos, val);
-        }
-
-        JSON_THROW(type_error::create(309, detail::concat("cannot use insert() with ", type_name()), this));
-    }
-
-    /// @brief inserts element into array
-    /// @sa https://json.nlohmann.me/api/basic_json/insert/
-    iterator insert(const_iterator pos, basic_json&& val)
-    {
-        return insert(pos, val);
-    }
-
-    /// @brief inserts copies of element into array
-    /// @sa https://json.nlohmann.me/api/basic_json/insert/
-    iterator insert(const_iterator pos, size_type cnt, const basic_json& val)
-    {
-        // insert only works for arrays
-        if (JSON_HEDLEY_LIKELY(is_array()))
-        {
-            // check if iterator pos fits to this JSON value
-            if (JSON_HEDLEY_UNLIKELY(pos.m_object != this))
-            {
-                JSON_THROW(invalid_iterator::create(202, "iterator does not fit current value", this));
-            }
-
-            // insert to array and return iterator
-            return insert_iterator(pos, cnt, val);
-        }
-
-        JSON_THROW(type_error::create(309, detail::concat("cannot use insert() with ", type_name()), this));
-    }
-
-    /// @brief inserts range of elements into array
-    /// @sa https://json.nlohmann.me/api/basic_json/insert/
-    iterator insert(const_iterator pos, const_iterator first, const_iterator last)
-    {
-        // insert only works for arrays
-        if (JSON_HEDLEY_UNLIKELY(!is_array()))
-        {
-            JSON_THROW(type_error::create(309, detail::concat("cannot use insert() with ", type_name()), this));
-        }
-
-        // check if iterator pos fits to this JSON value
-        if (JSON_HEDLEY_UNLIKELY(pos.m_object != this))
-        {
-            JSON_THROW(invalid_iterator::create(202, "iterator does not fit current value", this));
-        }
-
-        // check if range iterators belong to the same JSON object
-        if (JSON_HEDLEY_UNLIKELY(first.m_object != last.m_object))
-        {
-            JSON_THROW(invalid_iterator::create(210, "iterators do not fit", this));
-        }
-
-        if (JSON_HEDLEY_UNLIKELY(first.m_object == this))
-        {
-            JSON_THROW(invalid_iterator::create(211, "passed iterators may not belong to container", this));
-        }
-
-        // insert to array and return iterator
-        return insert_iterator(pos, first.m_it.array_iterator, last.m_it.array_iterator);
-    }
-
-    /// @brief inserts elements from initializer list into array
-    /// @sa https://json.nlohmann.me/api/basic_json/insert/
-    iterator insert(const_iterator pos, initializer_list_t ilist)
-    {
-        // insert only works for arrays
-        if (JSON_HEDLEY_UNLIKELY(!is_array()))
-        {
-            JSON_THROW(type_error::create(309, detail::concat("cannot use insert() with ", type_name()), this));
-        }
-
-        // check if iterator pos fits to this JSON value
-        if (JSON_HEDLEY_UNLIKELY(pos.m_object != this))
-        {
-            JSON_THROW(invalid_iterator::create(202, "iterator does not fit current value", this));
-        }
-
-        // insert to array and return iterator
-        return insert_iterator(pos, ilist.begin(), ilist.end());
-    }
-
-    /// @brief inserts range of elements into object
-    /// @sa https://json.nlohmann.me/api/basic_json/insert/
-    void insert(const_iterator first, const_iterator last)
-    {
-        // insert only works for objects
-        if (JSON_HEDLEY_UNLIKELY(!is_object()))
-        {
-            JSON_THROW(type_error::create(309, detail::concat("cannot use insert() with ", type_name()), this));
-        }
-
-        // check if range iterators belong to the same JSON object
-        if (JSON_HEDLEY_UNLIKELY(first.m_object != last.m_object))
-        {
-            JSON_THROW(invalid_iterator::create(210, "iterators do not fit", this));
-        }
-
-        // passed iterators must belong to objects
-        if (JSON_HEDLEY_UNLIKELY(!first.m_object->is_object()))
-        {
-            JSON_THROW(invalid_iterator::create(202, "iterators first and last must point to objects", this));
-        }
-
-        m_value.object->insert(first.m_it.object_iterator, last.m_it.object_iterator);
-    }
-
-    /// @brief updates a JSON object from another object, overwriting existing keys
-    /// @sa https://json.nlohmann.me/api/basic_json/update/
-    void update(const_reference j, bool merge_objects = false)
-    {
-        update(j.begin(), j.end(), merge_objects);
-    }
-
-    /// @brief updates a JSON object from another object, overwriting existing keys
-    /// @sa https://json.nlohmann.me/api/basic_json/update/
-    void update(const_iterator first, const_iterator last, bool merge_objects = false)
-    {
-        // implicitly convert null value to an empty object
-        if (is_null())
-        {
-            m_type = value_t::object;
-            m_value.object = create<object_t>();
-            assert_invariant();
-        }
-
-        if (JSON_HEDLEY_UNLIKELY(!is_object()))
-        {
-            JSON_THROW(type_error::create(312, detail::concat("cannot use update() with ", type_name()), this));
-        }
-
-        // check if range iterators belong to the same JSON object
-        if (JSON_HEDLEY_UNLIKELY(first.m_object != last.m_object))
-        {
-            JSON_THROW(invalid_iterator::create(210, "iterators do not fit", this));
-        }
-
-        // passed iterators must belong to objects
-        if (JSON_HEDLEY_UNLIKELY(!first.m_object->is_object()))
-        {
-            JSON_THROW(type_error::create(312, detail::concat("cannot use update() with ", first.m_object->type_name()), first.m_object));
-        }
-
-        for (auto it = first; it != last; ++it)
-        {
-            if (merge_objects && it.value().is_object())
-            {
-                auto it2 = m_value.object->find(it.key());
-                if (it2 != m_value.object->end())
-                {
-                    it2->second.update(it.value(), true);
-                    continue;
-                }
-            }
-            m_value.object->operator[](it.key()) = it.value();
-#if JSON_DIAGNOSTICS
-            m_value.object->operator[](it.key()).m_parent = this;
-#endif
-        }
-    }
-
-    /// @brief exchanges the values
-    /// @sa https://json.nlohmann.me/api/basic_json/swap/
-    void swap(reference other) noexcept (
-        std::is_nothrow_move_constructible<value_t>::value&&
-        std::is_nothrow_move_assignable<value_t>::value&&
-        std::is_nothrow_move_constructible<json_value>::value&&
-        std::is_nothrow_move_assignable<json_value>::value
-    )
-    {
-        std::swap(m_type, other.m_type);
-        std::swap(m_value, other.m_value);
-
-        set_parents();
-        other.set_parents();
-        assert_invariant();
-    }
-
-    /// @brief exchanges the values
-    /// @sa https://json.nlohmann.me/api/basic_json/swap/
-    friend void swap(reference left, reference right) noexcept (
-        std::is_nothrow_move_constructible<value_t>::value&&
-        std::is_nothrow_move_assignable<value_t>::value&&
-        std::is_nothrow_move_constructible<json_value>::value&&
-        std::is_nothrow_move_assignable<json_value>::value
-    )
-    {
-        left.swap(right);
-    }
-
-    /// @brief exchanges the values
-    /// @sa https://json.nlohmann.me/api/basic_json/swap/
-    void swap(array_t& other) // NOLINT(bugprone-exception-escape)
-    {
-        // swap only works for arrays
-        if (JSON_HEDLEY_LIKELY(is_array()))
-        {
-            using std::swap;
-            swap(*(m_value.array), other);
-        }
-        else
-        {
-            JSON_THROW(type_error::create(310, detail::concat("cannot use swap(array_t&) with ", type_name()), this));
-        }
-    }
-
-    /// @brief exchanges the values
-    /// @sa https://json.nlohmann.me/api/basic_json/swap/
-    void swap(object_t& other) // NOLINT(bugprone-exception-escape)
-    {
-        // swap only works for objects
-        if (JSON_HEDLEY_LIKELY(is_object()))
-        {
-            using std::swap;
-            swap(*(m_value.object), other);
-        }
-        else
-        {
-            JSON_THROW(type_error::create(310, detail::concat("cannot use swap(object_t&) with ", type_name()), this));
-        }
-    }
-
-    /// @brief exchanges the values
-    /// @sa https://json.nlohmann.me/api/basic_json/swap/
-    void swap(string_t& other) // NOLINT(bugprone-exception-escape)
-    {
-        // swap only works for strings
-        if (JSON_HEDLEY_LIKELY(is_string()))
-        {
-            using std::swap;
-            swap(*(m_value.string), other);
-        }
-        else
-        {
-            JSON_THROW(type_error::create(310, detail::concat("cannot use swap(string_t&) with ", type_name()), this));
-        }
-    }
-
-    /// @brief exchanges the values
-    /// @sa https://json.nlohmann.me/api/basic_json/swap/
-    void swap(binary_t& other) // NOLINT(bugprone-exception-escape)
-    {
-        // swap only works for strings
-        if (JSON_HEDLEY_LIKELY(is_binary()))
-        {
-            using std::swap;
-            swap(*(m_value.binary), other);
-        }
-        else
-        {
-            JSON_THROW(type_error::create(310, detail::concat("cannot use swap(binary_t&) with ", type_name()), this));
-        }
-    }
-
-    /// @brief exchanges the values
-    /// @sa https://json.nlohmann.me/api/basic_json/swap/
-    void swap(typename binary_t::container_type& other) // NOLINT(bugprone-exception-escape)
-    {
-        // swap only works for strings
-        if (JSON_HEDLEY_LIKELY(is_binary()))
-        {
-            using std::swap;
-            swap(*(m_value.binary), other);
-        }
-        else
-        {
-            JSON_THROW(type_error::create(310, detail::concat("cannot use swap(binary_t::container_type&) with ", type_name()), this));
-        }
-    }
-
-    /// @}
-
-    //////////////////////////////////////////
-    // lexicographical comparison operators //
-    //////////////////////////////////////////
-
-    /// @name lexicographical comparison operators
-    /// @{
-
-    // note parentheses around operands are necessary; see
-    // https://github.com/nlohmann/json/issues/1530
-#define JSON_IMPLEMENT_OPERATOR(op, null_result, unordered_result, default_result)                       \
-    const auto lhs_type = lhs.type();                                                                    \
-    const auto rhs_type = rhs.type();                                                                    \
-    \
-    if (lhs_type == rhs_type) /* NOLINT(readability/braces) */                                           \
-    {                                                                                                    \
-        switch (lhs_type)                                                                                \
-        {                                                                                                \
-            case value_t::array:                                                                         \
-                return (*lhs.m_value.array) op (*rhs.m_value.array);                                     \
-                \
-            case value_t::object:                                                                        \
-                return (*lhs.m_value.object) op (*rhs.m_value.object);                                   \
-                \
-            case value_t::null:                                                                          \
-                return (null_result);                                                                    \
-                \
-            case value_t::string:                                                                        \
-                return (*lhs.m_value.string) op (*rhs.m_value.string);                                   \
-                \
-            case value_t::boolean:                                                                       \
-                return (lhs.m_value.boolean) op (rhs.m_value.boolean);                                   \
-                \
-            case value_t::number_integer:                                                                \
-                return (lhs.m_value.number_integer) op (rhs.m_value.number_integer);                     \
-                \
-            case value_t::number_unsigned:                                                               \
-                return (lhs.m_value.number_unsigned) op (rhs.m_value.number_unsigned);                   \
-                \
-            case value_t::number_float:                                                                  \
-                return (lhs.m_value.number_float) op (rhs.m_value.number_float);                         \
-                \
-            case value_t::binary:                                                                        \
-                return (*lhs.m_value.binary) op (*rhs.m_value.binary);                                   \
-                \
-            case value_t::discarded:                                                                     \
-            default:                                                                                     \
-                return (unordered_result);                                                               \
-        }                                                                                                \
-    }                                                                                                    \
-    else if (lhs_type == value_t::number_integer && rhs_type == value_t::number_float)                   \
-    {                                                                                                    \
-        return static_cast<number_float_t>(lhs.m_value.number_integer) op rhs.m_value.number_float;      \
-    }                                                                                                    \
-    else if (lhs_type == value_t::number_float && rhs_type == value_t::number_integer)                   \
-    {                                                                                                    \
-        return lhs.m_value.number_float op static_cast<number_float_t>(rhs.m_value.number_integer);      \
-    }                                                                                                    \
-    else if (lhs_type == value_t::number_unsigned && rhs_type == value_t::number_float)                  \
-    {                                                                                                    \
-        return static_cast<number_float_t>(lhs.m_value.number_unsigned) op rhs.m_value.number_float;     \
-    }                                                                                                    \
-    else if (lhs_type == value_t::number_float && rhs_type == value_t::number_unsigned)                  \
-    {                                                                                                    \
-        return lhs.m_value.number_float op static_cast<number_float_t>(rhs.m_value.number_unsigned);     \
-    }                                                                                                    \
-    else if (lhs_type == value_t::number_unsigned && rhs_type == value_t::number_integer)                \
-    {                                                                                                    \
-        return static_cast<number_integer_t>(lhs.m_value.number_unsigned) op rhs.m_value.number_integer; \
-    }                                                                                                    \
-    else if (lhs_type == value_t::number_integer && rhs_type == value_t::number_unsigned)                \
-    {                                                                                                    \
-        return lhs.m_value.number_integer op static_cast<number_integer_t>(rhs.m_value.number_unsigned); \
-    }                                                                                                    \
-    else if(compares_unordered(lhs, rhs))\
-    {\
-        return (unordered_result);\
-    }\
-    \
-    return (default_result);
-
-  JSON_PRIVATE_UNLESS_TESTED:
-    // returns true if:
-    // - any operand is NaN and the other operand is of number type
-    // - any operand is discarded
-    // in legacy mode, discarded values are considered ordered if
-    // an operation is computed as an odd number of inverses of others
-    static bool compares_unordered(const_reference lhs, const_reference rhs, bool inverse = false) noexcept
-    {
-        if ((lhs.is_number_float() && std::isnan(lhs.m_value.number_float) && rhs.is_number())
-                || (rhs.is_number_float() && std::isnan(rhs.m_value.number_float) && lhs.is_number()))
-        {
-            return true;
-        }
-#if JSON_USE_LEGACY_DISCARDED_VALUE_COMPARISON
-        return (lhs.is_discarded() || rhs.is_discarded()) && !inverse;
-#else
-        static_cast<void>(inverse);
-        return lhs.is_discarded() || rhs.is_discarded();
-#endif
-    }
-
-  private:
-    bool compares_unordered(const_reference rhs, bool inverse = false) const noexcept
-    {
-        return compares_unordered(*this, rhs, inverse);
-    }
-
-  public:
-#if JSON_HAS_THREE_WAY_COMPARISON
-    /// @brief comparison: equal
-    /// @sa https://json.nlohmann.me/api/basic_json/operator_eq/
-    bool operator==(const_reference rhs) const noexcept
-    {
-#ifdef __GNUC__
-#pragma GCC diagnostic push
-#pragma GCC diagnostic ignored "-Wfloat-equal"
-#endif
-        const_reference lhs = *this;
-        JSON_IMPLEMENT_OPERATOR( ==, true, false, false)
-#ifdef __GNUC__
-#pragma GCC diagnostic pop
-#endif
-    }
-
-    /// @brief comparison: equal
-    /// @sa https://json.nlohmann.me/api/basic_json/operator_eq/
-    template<typename ScalarType>
-    requires std::is_scalar_v<ScalarType>
-    bool operator==(ScalarType rhs) const noexcept
-    {
-        return *this == basic_json(rhs);
-    }
-
-    /// @brief comparison: not equal
-    /// @sa https://json.nlohmann.me/api/basic_json/operator_ne/
-    bool operator!=(const_reference rhs) const noexcept
-    {
-        if (compares_unordered(rhs, true))
-        {
-            return false;
-        }
-        return !operator==(rhs);
-    }
-
-    /// @brief comparison: 3-way
-    /// @sa https://json.nlohmann.me/api/basic_json/operator_spaceship/
-    std::partial_ordering operator<=>(const_reference rhs) const noexcept // *NOPAD*
-    {
-        const_reference lhs = *this;
-        // default_result is used if we cannot compare values. In that case,
-        // we compare types.
-        JSON_IMPLEMENT_OPERATOR(<=>, // *NOPAD*
-                                std::partial_ordering::equivalent,
-                                std::partial_ordering::unordered,
-                                lhs_type <=> rhs_type) // *NOPAD*
-    }
-
-    /// @brief comparison: 3-way
-    /// @sa https://json.nlohmann.me/api/basic_json/operator_spaceship/
-    template<typename ScalarType>
-    requires std::is_scalar_v<ScalarType>
-    std::partial_ordering operator<=>(ScalarType rhs) const noexcept // *NOPAD*
-    {
-        return *this <=> basic_json(rhs); // *NOPAD*
-    }
-
-#if JSON_USE_LEGACY_DISCARDED_VALUE_COMPARISON
-    // all operators that are computed as an odd number of inverses of others
-    // need to be overloaded to emulate the legacy comparison behavior
-
-    /// @brief comparison: less than or equal
-    /// @sa https://json.nlohmann.me/api/basic_json/operator_le/
-    JSON_HEDLEY_DEPRECATED_FOR(3.11.0, undef JSON_USE_LEGACY_DISCARDED_VALUE_COMPARISON)
-    bool operator<=(const_reference rhs) const noexcept
-    {
-        if (compares_unordered(rhs, true))
-        {
-            return false;
-        }
-        return !(rhs < *this);
-    }
-
-    /// @brief comparison: less than or equal
-    /// @sa https://json.nlohmann.me/api/basic_json/operator_le/
-    template<typename ScalarType>
-    requires std::is_scalar_v<ScalarType>
-    bool operator<=(ScalarType rhs) const noexcept
-    {
-        return *this <= basic_json(rhs);
-    }
-
-    /// @brief comparison: greater than or equal
-    /// @sa https://json.nlohmann.me/api/basic_json/operator_ge/
-    JSON_HEDLEY_DEPRECATED_FOR(3.11.0, undef JSON_USE_LEGACY_DISCARDED_VALUE_COMPARISON)
-    bool operator>=(const_reference rhs) const noexcept
-    {
-        if (compares_unordered(rhs, true))
-        {
-            return false;
-        }
-        return !(*this < rhs);
-    }
-
-    /// @brief comparison: greater than or equal
-    /// @sa https://json.nlohmann.me/api/basic_json/operator_ge/
-    template<typename ScalarType>
-    requires std::is_scalar_v<ScalarType>
-    bool operator>=(ScalarType rhs) const noexcept
-    {
-        return *this >= basic_json(rhs);
-    }
-#endif
-#else
-    /// @brief comparison: equal
-    /// @sa https://json.nlohmann.me/api/basic_json/operator_eq/
-    friend bool operator==(const_reference lhs, const_reference rhs) noexcept
-    {
-#ifdef __GNUC__
-#pragma GCC diagnostic push
-#pragma GCC diagnostic ignored "-Wfloat-equal"
-#endif
-        JSON_IMPLEMENT_OPERATOR( ==, true, false, false)
-#ifdef __GNUC__
-#pragma GCC diagnostic pop
-#endif
-    }
-
-    /// @brief comparison: equal
-    /// @sa https://json.nlohmann.me/api/basic_json/operator_eq/
-    template<typename ScalarType, typename std::enable_if<
-                 std::is_scalar<ScalarType>::value, int>::type = 0>
-    friend bool operator==(const_reference lhs, ScalarType rhs) noexcept
-    {
-        return lhs == basic_json(rhs);
-    }
-
-    /// @brief comparison: equal
-    /// @sa https://json.nlohmann.me/api/basic_json/operator_eq/
-    template<typename ScalarType, typename std::enable_if<
-                 std::is_scalar<ScalarType>::value, int>::type = 0>
-    friend bool operator==(ScalarType lhs, const_reference rhs) noexcept
-    {
-        return basic_json(lhs) == rhs;
-    }
-
-    /// @brief comparison: not equal
-    /// @sa https://json.nlohmann.me/api/basic_json/operator_ne/
-    friend bool operator!=(const_reference lhs, const_reference rhs) noexcept
-    {
-        if (compares_unordered(lhs, rhs, true))
-        {
-            return false;
-        }
-        return !(lhs == rhs);
-    }
-
-    /// @brief comparison: not equal
-    /// @sa https://json.nlohmann.me/api/basic_json/operator_ne/
-    template<typename ScalarType, typename std::enable_if<
-                 std::is_scalar<ScalarType>::value, int>::type = 0>
-    friend bool operator!=(const_reference lhs, ScalarType rhs) noexcept
-    {
-        return lhs != basic_json(rhs);
-    }
-
-    /// @brief comparison: not equal
-    /// @sa https://json.nlohmann.me/api/basic_json/operator_ne/
-    template<typename ScalarType, typename std::enable_if<
-                 std::is_scalar<ScalarType>::value, int>::type = 0>
-    friend bool operator!=(ScalarType lhs, const_reference rhs) noexcept
-    {
-        return basic_json(lhs) != rhs;
-    }
-
-    /// @brief comparison: less than
-    /// @sa https://json.nlohmann.me/api/basic_json/operator_lt/
-    friend bool operator<(const_reference lhs, const_reference rhs) noexcept
-    {
-        // default_result is used if we cannot compare values. In that case,
-        // we compare types. Note we have to call the operator explicitly,
-        // because MSVC has problems otherwise.
-        JSON_IMPLEMENT_OPERATOR( <, false, false, operator<(lhs_type, rhs_type))
-    }
-
-    /// @brief comparison: less than
-    /// @sa https://json.nlohmann.me/api/basic_json/operator_lt/
-    template<typename ScalarType, typename std::enable_if<
-                 std::is_scalar<ScalarType>::value, int>::type = 0>
-    friend bool operator<(const_reference lhs, ScalarType rhs) noexcept
-    {
-        return lhs < basic_json(rhs);
-    }
-
-    /// @brief comparison: less than
-    /// @sa https://json.nlohmann.me/api/basic_json/operator_lt/
-    template<typename ScalarType, typename std::enable_if<
-                 std::is_scalar<ScalarType>::value, int>::type = 0>
-    friend bool operator<(ScalarType lhs, const_reference rhs) noexcept
-    {
-        return basic_json(lhs) < rhs;
-    }
-
-    /// @brief comparison: less than or equal
-    /// @sa https://json.nlohmann.me/api/basic_json/operator_le/
-    friend bool operator<=(const_reference lhs, const_reference rhs) noexcept
-    {
-        if (compares_unordered(lhs, rhs, true))
-        {
-            return false;
-        }
-        return !(rhs < lhs);
-    }
-
-    /// @brief comparison: less than or equal
-    /// @sa https://json.nlohmann.me/api/basic_json/operator_le/
-    template<typename ScalarType, typename std::enable_if<
-                 std::is_scalar<ScalarType>::value, int>::type = 0>
-    friend bool operator<=(const_reference lhs, ScalarType rhs) noexcept
-    {
-        return lhs <= basic_json(rhs);
-    }
-
-    /// @brief comparison: less than or equal
-    /// @sa https://json.nlohmann.me/api/basic_json/operator_le/
-    template<typename ScalarType, typename std::enable_if<
-                 std::is_scalar<ScalarType>::value, int>::type = 0>
-    friend bool operator<=(ScalarType lhs, const_reference rhs) noexcept
-    {
-        return basic_json(lhs) <= rhs;
-    }
-
-    /// @brief comparison: greater than
-    /// @sa https://json.nlohmann.me/api/basic_json/operator_gt/
-    friend bool operator>(const_reference lhs, const_reference rhs) noexcept
-    {
-        // double inverse
-        if (compares_unordered(lhs, rhs))
-        {
-            return false;
-        }
-        return !(lhs <= rhs);
-    }
-
-    /// @brief comparison: greater than
-    /// @sa https://json.nlohmann.me/api/basic_json/operator_gt/
-    template<typename ScalarType, typename std::enable_if<
-                 std::is_scalar<ScalarType>::value, int>::type = 0>
-    friend bool operator>(const_reference lhs, ScalarType rhs) noexcept
-    {
-        return lhs > basic_json(rhs);
-    }
-
-    /// @brief comparison: greater than
-    /// @sa https://json.nlohmann.me/api/basic_json/operator_gt/
-    template<typename ScalarType, typename std::enable_if<
-                 std::is_scalar<ScalarType>::value, int>::type = 0>
-    friend bool operator>(ScalarType lhs, const_reference rhs) noexcept
-    {
-        return basic_json(lhs) > rhs;
-    }
-
-    /// @brief comparison: greater than or equal
-    /// @sa https://json.nlohmann.me/api/basic_json/operator_ge/
-    friend bool operator>=(const_reference lhs, const_reference rhs) noexcept
-    {
-        if (compares_unordered(lhs, rhs, true))
-        {
-            return false;
-        }
-        return !(lhs < rhs);
-    }
-
-    /// @brief comparison: greater than or equal
-    /// @sa https://json.nlohmann.me/api/basic_json/operator_ge/
-    template<typename ScalarType, typename std::enable_if<
-                 std::is_scalar<ScalarType>::value, int>::type = 0>
-    friend bool operator>=(const_reference lhs, ScalarType rhs) noexcept
-    {
-        return lhs >= basic_json(rhs);
-    }
-
-    /// @brief comparison: greater than or equal
-    /// @sa https://json.nlohmann.me/api/basic_json/operator_ge/
-    template<typename ScalarType, typename std::enable_if<
-                 std::is_scalar<ScalarType>::value, int>::type = 0>
-    friend bool operator>=(ScalarType lhs, const_reference rhs) noexcept
-    {
-        return basic_json(lhs) >= rhs;
-    }
-#endif
-
-#undef JSON_IMPLEMENT_OPERATOR
-
-    /// @}
-
-    ///////////////////
-    // serialization //
-    ///////////////////
-
-    /// @name serialization
-    /// @{
-#ifndef JSON_NO_IO
-    /// @brief serialize to stream
-    /// @sa https://json.nlohmann.me/api/basic_json/operator_ltlt/
-    friend std::ostream& operator<<(std::ostream& o, const basic_json& j)
-    {
-        // read width member and use it as indentation parameter if nonzero
-        const bool pretty_print = o.width() > 0;
-        const auto indentation = pretty_print ? o.width() : 0;
-
-        // reset width to 0 for subsequent calls to this stream
-        o.width(0);
-
-        // do the actual serialization
-        serializer s(detail::output_adapter<char>(o), o.fill());
-        s.dump(j, pretty_print, false, static_cast<unsigned int>(indentation));
-        return o;
-    }
-
-    /// @brief serialize to stream
-    /// @sa https://json.nlohmann.me/api/basic_json/operator_ltlt/
-    /// @deprecated This function is deprecated since 3.0.0 and will be removed in
-    ///             version 4.0.0 of the library. Please use
-    ///             operator<<(std::ostream&, const basic_json&) instead; that is,
-    ///             replace calls like `j >> o;` with `o << j;`.
-    JSON_HEDLEY_DEPRECATED_FOR(3.0.0, operator<<(std::ostream&, const basic_json&))
-    friend std::ostream& operator>>(const basic_json& j, std::ostream& o)
-    {
-        return o << j;
-    }
-#endif  // JSON_NO_IO
-    /// @}
-
-
-    /////////////////////
-    // deserialization //
-    /////////////////////
-
-    /// @name deserialization
-    /// @{
-
-    /// @brief deserialize from a compatible input
-    /// @sa https://json.nlohmann.me/api/basic_json/parse/
-    template<typename InputType>
-    JSON_HEDLEY_WARN_UNUSED_RESULT
-    static basic_json parse(InputType&& i,
-                            const parser_callback_t cb = nullptr,
-                            const bool allow_exceptions = true,
-                            const bool ignore_comments = false)
-    {
-        basic_json result;
-        parser(detail::input_adapter(std::forward<InputType>(i)), cb, allow_exceptions, ignore_comments).parse(true, result);
-        return result;
-    }
-
-    /// @brief deserialize from a pair of character iterators
-    /// @sa https://json.nlohmann.me/api/basic_json/parse/
-    template<typename IteratorType>
-    JSON_HEDLEY_WARN_UNUSED_RESULT
-    static basic_json parse(IteratorType first,
-                            IteratorType last,
-                            const parser_callback_t cb = nullptr,
-                            const bool allow_exceptions = true,
-                            const bool ignore_comments = false)
-    {
-        basic_json result;
-        parser(detail::input_adapter(std::move(first), std::move(last)), cb, allow_exceptions, ignore_comments).parse(true, result);
-        return result;
-    }
-
-    JSON_HEDLEY_WARN_UNUSED_RESULT
-    JSON_HEDLEY_DEPRECATED_FOR(3.8.0, parse(ptr, ptr + len))
-    static basic_json parse(detail::span_input_adapter&& i,
-                            const parser_callback_t cb = nullptr,
-                            const bool allow_exceptions = true,
-                            const bool ignore_comments = false)
-    {
-        basic_json result;
-        parser(i.get(), cb, allow_exceptions, ignore_comments).parse(true, result);
-        return result;
-    }
-
-    /// @brief check if the input is valid JSON
-    /// @sa https://json.nlohmann.me/api/basic_json/accept/
-    template<typename InputType>
-    static bool accept(InputType&& i,
-                       const bool ignore_comments = false)
-    {
-        return parser(detail::input_adapter(std::forward<InputType>(i)), nullptr, false, ignore_comments).accept(true);
-    }
-
-    /// @brief check if the input is valid JSON
-    /// @sa https://json.nlohmann.me/api/basic_json/accept/
-    template<typename IteratorType>
-    static bool accept(IteratorType first, IteratorType last,
-                       const bool ignore_comments = false)
-    {
-        return parser(detail::input_adapter(std::move(first), std::move(last)), nullptr, false, ignore_comments).accept(true);
-    }
-
-    JSON_HEDLEY_WARN_UNUSED_RESULT
-    JSON_HEDLEY_DEPRECATED_FOR(3.8.0, accept(ptr, ptr + len))
-    static bool accept(detail::span_input_adapter&& i,
-                       const bool ignore_comments = false)
-    {
-        return parser(i.get(), nullptr, false, ignore_comments).accept(true);
-    }
-
-    /// @brief generate SAX events
-    /// @sa https://json.nlohmann.me/api/basic_json/sax_parse/
-    template <typename InputType, typename SAX>
-    JSON_HEDLEY_NON_NULL(2)
-    static bool sax_parse(InputType&& i, SAX* sax,
-                          input_format_t format = input_format_t::json,
-                          const bool strict = true,
-                          const bool ignore_comments = false)
-    {
-        auto ia = detail::input_adapter(std::forward<InputType>(i));
-        return format == input_format_t::json
-               ? parser(std::move(ia), nullptr, true, ignore_comments).sax_parse(sax, strict)
-               : detail::binary_reader<basic_json, decltype(ia), SAX>(std::move(ia), format).sax_parse(format, sax, strict);
-    }
-
-    /// @brief generate SAX events
-    /// @sa https://json.nlohmann.me/api/basic_json/sax_parse/
-    template<class IteratorType, class SAX>
-    JSON_HEDLEY_NON_NULL(3)
-    static bool sax_parse(IteratorType first, IteratorType last, SAX* sax,
-                          input_format_t format = input_format_t::json,
-                          const bool strict = true,
-                          const bool ignore_comments = false)
-    {
-        auto ia = detail::input_adapter(std::move(first), std::move(last));
-        return format == input_format_t::json
-               ? parser(std::move(ia), nullptr, true, ignore_comments).sax_parse(sax, strict)
-               : detail::binary_reader<basic_json, decltype(ia), SAX>(std::move(ia), format).sax_parse(format, sax, strict);
-    }
-
-    /// @brief generate SAX events
-    /// @sa https://json.nlohmann.me/api/basic_json/sax_parse/
-    /// @deprecated This function is deprecated since 3.8.0 and will be removed in
-    ///             version 4.0.0 of the library. Please use
-    ///             sax_parse(ptr, ptr + len) instead.
-    template <typename SAX>
-    JSON_HEDLEY_DEPRECATED_FOR(3.8.0, sax_parse(ptr, ptr + len, ...))
-    JSON_HEDLEY_NON_NULL(2)
-    static bool sax_parse(detail::span_input_adapter&& i, SAX* sax,
-                          input_format_t format = input_format_t::json,
-                          const bool strict = true,
-                          const bool ignore_comments = false)
-    {
-        auto ia = i.get();
-        return format == input_format_t::json
-               // NOLINTNEXTLINE(hicpp-move-const-arg,performance-move-const-arg)
-               ? parser(std::move(ia), nullptr, true, ignore_comments).sax_parse(sax, strict)
-               // NOLINTNEXTLINE(hicpp-move-const-arg,performance-move-const-arg)
-               : detail::binary_reader<basic_json, decltype(ia), SAX>(std::move(ia), format).sax_parse(format, sax, strict);
-    }
-#ifndef JSON_NO_IO
-    /// @brief deserialize from stream
-    /// @sa https://json.nlohmann.me/api/basic_json/operator_gtgt/
-    /// @deprecated This stream operator is deprecated since 3.0.0 and will be removed in
-    ///             version 4.0.0 of the library. Please use
-    ///             operator>>(std::istream&, basic_json&) instead; that is,
-    ///             replace calls like `j << i;` with `i >> j;`.
-    JSON_HEDLEY_DEPRECATED_FOR(3.0.0, operator>>(std::istream&, basic_json&))
-    friend std::istream& operator<<(basic_json& j, std::istream& i)
-    {
-        return operator>>(i, j);
-    }
-
-    /// @brief deserialize from stream
-    /// @sa https://json.nlohmann.me/api/basic_json/operator_gtgt/
-    friend std::istream& operator>>(std::istream& i, basic_json& j)
-    {
-        parser(detail::input_adapter(i)).parse(false, j);
-        return i;
-    }
-#endif  // JSON_NO_IO
-    /// @}
-
-    ///////////////////////////
-    // convenience functions //
-    ///////////////////////////
-
-    /// @brief return the type as string
-    /// @sa https://json.nlohmann.me/api/basic_json/type_name/
-    JSON_HEDLEY_RETURNS_NON_NULL
-    const char* type_name() const noexcept
-    {
-        switch (m_type)
-        {
-            case value_t::null:
-                return "null";
-            case value_t::object:
-                return "object";
-            case value_t::array:
-                return "array";
-            case value_t::string:
-                return "string";
-            case value_t::boolean:
-                return "boolean";
-            case value_t::binary:
-                return "binary";
-            case value_t::discarded:
-                return "discarded";
-            case value_t::number_integer:
-            case value_t::number_unsigned:
-            case value_t::number_float:
-            default:
-                return "number";
-        }
-    }
-
-
-  JSON_PRIVATE_UNLESS_TESTED:
-    //////////////////////
-    // member variables //
-    //////////////////////
-
-    /// the type of the current element
-    value_t m_type = value_t::null;
-
-    /// the value of the current element
-    json_value m_value = {};
-
-#if JSON_DIAGNOSTICS
-    /// a pointer to a parent value (for debugging purposes)
-    basic_json* m_parent = nullptr;
-#endif
-
-    //////////////////////////////////////////
-    // binary serialization/deserialization //
-    //////////////////////////////////////////
-
-    /// @name binary serialization/deserialization support
-    /// @{
-
-  public:
-    /// @brief create a CBOR serialization of a given JSON value
-    /// @sa https://json.nlohmann.me/api/basic_json/to_cbor/
-    static std::vector<std::uint8_t> to_cbor(const basic_json& j)
-    {
-        std::vector<std::uint8_t> result;
-        to_cbor(j, result);
-        return result;
-    }
-
-    /// @brief create a CBOR serialization of a given JSON value
-    /// @sa https://json.nlohmann.me/api/basic_json/to_cbor/
-    static void to_cbor(const basic_json& j, detail::output_adapter<std::uint8_t> o)
-    {
-        binary_writer<std::uint8_t>(o).write_cbor(j);
-    }
-
-    /// @brief create a CBOR serialization of a given JSON value
-    /// @sa https://json.nlohmann.me/api/basic_json/to_cbor/
-    static void to_cbor(const basic_json& j, detail::output_adapter<char> o)
-    {
-        binary_writer<char>(o).write_cbor(j);
-    }
-
-    /// @brief create a MessagePack serialization of a given JSON value
-    /// @sa https://json.nlohmann.me/api/basic_json/to_msgpack/
-    static std::vector<std::uint8_t> to_msgpack(const basic_json& j)
-    {
-        std::vector<std::uint8_t> result;
-        to_msgpack(j, result);
-        return result;
-    }
-
-    /// @brief create a MessagePack serialization of a given JSON value
-    /// @sa https://json.nlohmann.me/api/basic_json/to_msgpack/
-    static void to_msgpack(const basic_json& j, detail::output_adapter<std::uint8_t> o)
-    {
-        binary_writer<std::uint8_t>(o).write_msgpack(j);
-    }
-
-    /// @brief create a MessagePack serialization of a given JSON value
-    /// @sa https://json.nlohmann.me/api/basic_json/to_msgpack/
-    static void to_msgpack(const basic_json& j, detail::output_adapter<char> o)
-    {
-        binary_writer<char>(o).write_msgpack(j);
-    }
-
-    /// @brief create a UBJSON serialization of a given JSON value
-    /// @sa https://json.nlohmann.me/api/basic_json/to_ubjson/
-    static std::vector<std::uint8_t> to_ubjson(const basic_json& j,
-            const bool use_size = false,
-            const bool use_type = false)
-    {
-        std::vector<std::uint8_t> result;
-        to_ubjson(j, result, use_size, use_type);
-        return result;
-    }
-
-    /// @brief create a UBJSON serialization of a given JSON value
-    /// @sa https://json.nlohmann.me/api/basic_json/to_ubjson/
-    static void to_ubjson(const basic_json& j, detail::output_adapter<std::uint8_t> o,
-                          const bool use_size = false, const bool use_type = false)
-    {
-        binary_writer<std::uint8_t>(o).write_ubjson(j, use_size, use_type);
-    }
-
-    /// @brief create a UBJSON serialization of a given JSON value
-    /// @sa https://json.nlohmann.me/api/basic_json/to_ubjson/
-    static void to_ubjson(const basic_json& j, detail::output_adapter<char> o,
-                          const bool use_size = false, const bool use_type = false)
-    {
-        binary_writer<char>(o).write_ubjson(j, use_size, use_type);
-    }
-
-    /// @brief create a BJData serialization of a given JSON value
-    /// @sa https://json.nlohmann.me/api/basic_json/to_bjdata/
-    static std::vector<std::uint8_t> to_bjdata(const basic_json& j,
-            const bool use_size = false,
-            const bool use_type = false)
-    {
-        std::vector<std::uint8_t> result;
-        to_bjdata(j, result, use_size, use_type);
-        return result;
-    }
-
-    /// @brief create a BJData serialization of a given JSON value
-    /// @sa https://json.nlohmann.me/api/basic_json/to_bjdata/
-    static void to_bjdata(const basic_json& j, detail::output_adapter<std::uint8_t> o,
-                          const bool use_size = false, const bool use_type = false)
-    {
-        binary_writer<std::uint8_t>(o).write_ubjson(j, use_size, use_type, true, true);
-    }
-
-    /// @brief create a BJData serialization of a given JSON value
-    /// @sa https://json.nlohmann.me/api/basic_json/to_bjdata/
-    static void to_bjdata(const basic_json& j, detail::output_adapter<char> o,
-                          const bool use_size = false, const bool use_type = false)
-    {
-        binary_writer<char>(o).write_ubjson(j, use_size, use_type, true, true);
-    }
-
-    /// @brief create a BSON serialization of a given JSON value
-    /// @sa https://json.nlohmann.me/api/basic_json/to_bson/
-    static std::vector<std::uint8_t> to_bson(const basic_json& j)
-    {
-        std::vector<std::uint8_t> result;
-        to_bson(j, result);
-        return result;
-    }
-
-    /// @brief create a BSON serialization of a given JSON value
-    /// @sa https://json.nlohmann.me/api/basic_json/to_bson/
-    static void to_bson(const basic_json& j, detail::output_adapter<std::uint8_t> o)
-    {
-        binary_writer<std::uint8_t>(o).write_bson(j);
-    }
-
-    /// @brief create a BSON serialization of a given JSON value
-    /// @sa https://json.nlohmann.me/api/basic_json/to_bson/
-    static void to_bson(const basic_json& j, detail::output_adapter<char> o)
-    {
-        binary_writer<char>(o).write_bson(j);
-    }
-
-    /// @brief create a JSON value from an input in CBOR format
-    /// @sa https://json.nlohmann.me/api/basic_json/from_cbor/
-    template<typename InputType>
-    JSON_HEDLEY_WARN_UNUSED_RESULT
-    static basic_json from_cbor(InputType&& i,
-                                const bool strict = true,
-                                const bool allow_exceptions = true,
-                                const cbor_tag_handler_t tag_handler = cbor_tag_handler_t::error)
-    {
-        basic_json result;
-        detail::json_sax_dom_parser<basic_json> sdp(result, allow_exceptions);
-        auto ia = detail::input_adapter(std::forward<InputType>(i));
-        const bool res = binary_reader<decltype(ia)>(std::move(ia), input_format_t::cbor).sax_parse(input_format_t::cbor, &sdp, strict, tag_handler);
-        return res ? result : basic_json(value_t::discarded);
-    }
-
-    /// @brief create a JSON value from an input in CBOR format
-    /// @sa https://json.nlohmann.me/api/basic_json/from_cbor/
-    template<typename IteratorType>
-    JSON_HEDLEY_WARN_UNUSED_RESULT
-    static basic_json from_cbor(IteratorType first, IteratorType last,
-                                const bool strict = true,
-                                const bool allow_exceptions = true,
-                                const cbor_tag_handler_t tag_handler = cbor_tag_handler_t::error)
-    {
-        basic_json result;
-        detail::json_sax_dom_parser<basic_json> sdp(result, allow_exceptions);
-        auto ia = detail::input_adapter(std::move(first), std::move(last));
-        const bool res = binary_reader<decltype(ia)>(std::move(ia), input_format_t::cbor).sax_parse(input_format_t::cbor, &sdp, strict, tag_handler);
-        return res ? result : basic_json(value_t::discarded);
-    }
-
-    template<typename T>
-    JSON_HEDLEY_WARN_UNUSED_RESULT
-    JSON_HEDLEY_DEPRECATED_FOR(3.8.0, from_cbor(ptr, ptr + len))
-    static basic_json from_cbor(const T* ptr, std::size_t len,
-                                const bool strict = true,
-                                const bool allow_exceptions = true,
-                                const cbor_tag_handler_t tag_handler = cbor_tag_handler_t::error)
-    {
-        return from_cbor(ptr, ptr + len, strict, allow_exceptions, tag_handler);
-    }
-
-
-    JSON_HEDLEY_WARN_UNUSED_RESULT
-    JSON_HEDLEY_DEPRECATED_FOR(3.8.0, from_cbor(ptr, ptr + len))
-    static basic_json from_cbor(detail::span_input_adapter&& i,
-                                const bool strict = true,
-                                const bool allow_exceptions = true,
-                                const cbor_tag_handler_t tag_handler = cbor_tag_handler_t::error)
-    {
-        basic_json result;
-        detail::json_sax_dom_parser<basic_json> sdp(result, allow_exceptions);
-        auto ia = i.get();
-        // NOLINTNEXTLINE(hicpp-move-const-arg,performance-move-const-arg)
-        const bool res = binary_reader<decltype(ia)>(std::move(ia), input_format_t::cbor).sax_parse(input_format_t::cbor, &sdp, strict, tag_handler);
-        return res ? result : basic_json(value_t::discarded);
-    }
-
-    /// @brief create a JSON value from an input in MessagePack format
-    /// @sa https://json.nlohmann.me/api/basic_json/from_msgpack/
-    template<typename InputType>
-    JSON_HEDLEY_WARN_UNUSED_RESULT
-    static basic_json from_msgpack(InputType&& i,
-                                   const bool strict = true,
-                                   const bool allow_exceptions = true)
-    {
-        basic_json result;
-        detail::json_sax_dom_parser<basic_json> sdp(result, allow_exceptions);
-        auto ia = detail::input_adapter(std::forward<InputType>(i));
-        const bool res = binary_reader<decltype(ia)>(std::move(ia), input_format_t::msgpack).sax_parse(input_format_t::msgpack, &sdp, strict);
-        return res ? result : basic_json(value_t::discarded);
-    }
-
-    /// @brief create a JSON value from an input in MessagePack format
-    /// @sa https://json.nlohmann.me/api/basic_json/from_msgpack/
-    template<typename IteratorType>
-    JSON_HEDLEY_WARN_UNUSED_RESULT
-    static basic_json from_msgpack(IteratorType first, IteratorType last,
-                                   const bool strict = true,
-                                   const bool allow_exceptions = true)
-    {
-        basic_json result;
-        detail::json_sax_dom_parser<basic_json> sdp(result, allow_exceptions);
-        auto ia = detail::input_adapter(std::move(first), std::move(last));
-        const bool res = binary_reader<decltype(ia)>(std::move(ia), input_format_t::msgpack).sax_parse(input_format_t::msgpack, &sdp, strict);
-        return res ? result : basic_json(value_t::discarded);
-    }
-
-    template<typename T>
-    JSON_HEDLEY_WARN_UNUSED_RESULT
-    JSON_HEDLEY_DEPRECATED_FOR(3.8.0, from_msgpack(ptr, ptr + len))
-    static basic_json from_msgpack(const T* ptr, std::size_t len,
-                                   const bool strict = true,
-                                   const bool allow_exceptions = true)
-    {
-        return from_msgpack(ptr, ptr + len, strict, allow_exceptions);
-    }
-
-    JSON_HEDLEY_WARN_UNUSED_RESULT
-    JSON_HEDLEY_DEPRECATED_FOR(3.8.0, from_msgpack(ptr, ptr + len))
-    static basic_json from_msgpack(detail::span_input_adapter&& i,
-                                   const bool strict = true,
-                                   const bool allow_exceptions = true)
-    {
-        basic_json result;
-        detail::json_sax_dom_parser<basic_json> sdp(result, allow_exceptions);
-        auto ia = i.get();
-        // NOLINTNEXTLINE(hicpp-move-const-arg,performance-move-const-arg)
-        const bool res = binary_reader<decltype(ia)>(std::move(ia), input_format_t::msgpack).sax_parse(input_format_t::msgpack, &sdp, strict);
-        return res ? result : basic_json(value_t::discarded);
-    }
-
-    /// @brief create a JSON value from an input in UBJSON format
-    /// @sa https://json.nlohmann.me/api/basic_json/from_ubjson/
-    template<typename InputType>
-    JSON_HEDLEY_WARN_UNUSED_RESULT
-    static basic_json from_ubjson(InputType&& i,
-                                  const bool strict = true,
-                                  const bool allow_exceptions = true)
-    {
-        basic_json result;
-        detail::json_sax_dom_parser<basic_json> sdp(result, allow_exceptions);
-        auto ia = detail::input_adapter(std::forward<InputType>(i));
-        const bool res = binary_reader<decltype(ia)>(std::move(ia), input_format_t::ubjson).sax_parse(input_format_t::ubjson, &sdp, strict);
-        return res ? result : basic_json(value_t::discarded);
-    }
-
-    /// @brief create a JSON value from an input in UBJSON format
-    /// @sa https://json.nlohmann.me/api/basic_json/from_ubjson/
-    template<typename IteratorType>
-    JSON_HEDLEY_WARN_UNUSED_RESULT
-    static basic_json from_ubjson(IteratorType first, IteratorType last,
-                                  const bool strict = true,
-                                  const bool allow_exceptions = true)
-    {
-        basic_json result;
-        detail::json_sax_dom_parser<basic_json> sdp(result, allow_exceptions);
-        auto ia = detail::input_adapter(std::move(first), std::move(last));
-        const bool res = binary_reader<decltype(ia)>(std::move(ia), input_format_t::ubjson).sax_parse(input_format_t::ubjson, &sdp, strict);
-        return res ? result : basic_json(value_t::discarded);
-    }
-
-    template<typename T>
-    JSON_HEDLEY_WARN_UNUSED_RESULT
-    JSON_HEDLEY_DEPRECATED_FOR(3.8.0, from_ubjson(ptr, ptr + len))
-    static basic_json from_ubjson(const T* ptr, std::size_t len,
-                                  const bool strict = true,
-                                  const bool allow_exceptions = true)
-    {
-        return from_ubjson(ptr, ptr + len, strict, allow_exceptions);
-    }
-
-    JSON_HEDLEY_WARN_UNUSED_RESULT
-    JSON_HEDLEY_DEPRECATED_FOR(3.8.0, from_ubjson(ptr, ptr + len))
-    static basic_json from_ubjson(detail::span_input_adapter&& i,
-                                  const bool strict = true,
-                                  const bool allow_exceptions = true)
-    {
-        basic_json result;
-        detail::json_sax_dom_parser<basic_json> sdp(result, allow_exceptions);
-        auto ia = i.get();
-        // NOLINTNEXTLINE(hicpp-move-const-arg,performance-move-const-arg)
-        const bool res = binary_reader<decltype(ia)>(std::move(ia), input_format_t::ubjson).sax_parse(input_format_t::ubjson, &sdp, strict);
-        return res ? result : basic_json(value_t::discarded);
-    }
-
-
-    /// @brief create a JSON value from an input in BJData format
-    /// @sa https://json.nlohmann.me/api/basic_json/from_bjdata/
-    template<typename InputType>
-    JSON_HEDLEY_WARN_UNUSED_RESULT
-    static basic_json from_bjdata(InputType&& i,
-                                  const bool strict = true,
-                                  const bool allow_exceptions = true)
-    {
-        basic_json result;
-        detail::json_sax_dom_parser<basic_json> sdp(result, allow_exceptions);
-        auto ia = detail::input_adapter(std::forward<InputType>(i));
-        const bool res = binary_reader<decltype(ia)>(std::move(ia), input_format_t::bjdata).sax_parse(input_format_t::bjdata, &sdp, strict);
-        return res ? result : basic_json(value_t::discarded);
-    }
-
-    /// @brief create a JSON value from an input in BJData format
-    /// @sa https://json.nlohmann.me/api/basic_json/from_bjdata/
-    template<typename IteratorType>
-    JSON_HEDLEY_WARN_UNUSED_RESULT
-    static basic_json from_bjdata(IteratorType first, IteratorType last,
-                                  const bool strict = true,
-                                  const bool allow_exceptions = true)
-    {
-        basic_json result;
-        detail::json_sax_dom_parser<basic_json> sdp(result, allow_exceptions);
-        auto ia = detail::input_adapter(std::move(first), std::move(last));
-        const bool res = binary_reader<decltype(ia)>(std::move(ia), input_format_t::bjdata).sax_parse(input_format_t::bjdata, &sdp, strict);
-        return res ? result : basic_json(value_t::discarded);
-    }
-
-    /// @brief create a JSON value from an input in BSON format
-    /// @sa https://json.nlohmann.me/api/basic_json/from_bson/
-    template<typename InputType>
-    JSON_HEDLEY_WARN_UNUSED_RESULT
-    static basic_json from_bson(InputType&& i,
-                                const bool strict = true,
-                                const bool allow_exceptions = true)
-    {
-        basic_json result;
-        detail::json_sax_dom_parser<basic_json> sdp(result, allow_exceptions);
-        auto ia = detail::input_adapter(std::forward<InputType>(i));
-        const bool res = binary_reader<decltype(ia)>(std::move(ia), input_format_t::bson).sax_parse(input_format_t::bson, &sdp, strict);
-        return res ? result : basic_json(value_t::discarded);
-    }
-
-    /// @brief create a JSON value from an input in BSON format
-    /// @sa https://json.nlohmann.me/api/basic_json/from_bson/
-    template<typename IteratorType>
-    JSON_HEDLEY_WARN_UNUSED_RESULT
-    static basic_json from_bson(IteratorType first, IteratorType last,
-                                const bool strict = true,
-                                const bool allow_exceptions = true)
-    {
-        basic_json result;
-        detail::json_sax_dom_parser<basic_json> sdp(result, allow_exceptions);
-        auto ia = detail::input_adapter(std::move(first), std::move(last));
-        const bool res = binary_reader<decltype(ia)>(std::move(ia), input_format_t::bson).sax_parse(input_format_t::bson, &sdp, strict);
-        return res ? result : basic_json(value_t::discarded);
-    }
-
-    template<typename T>
-    JSON_HEDLEY_WARN_UNUSED_RESULT
-    JSON_HEDLEY_DEPRECATED_FOR(3.8.0, from_bson(ptr, ptr + len))
-    static basic_json from_bson(const T* ptr, std::size_t len,
-                                const bool strict = true,
-                                const bool allow_exceptions = true)
-    {
-        return from_bson(ptr, ptr + len, strict, allow_exceptions);
-    }
-
-    JSON_HEDLEY_WARN_UNUSED_RESULT
-    JSON_HEDLEY_DEPRECATED_FOR(3.8.0, from_bson(ptr, ptr + len))
-    static basic_json from_bson(detail::span_input_adapter&& i,
-                                const bool strict = true,
-                                const bool allow_exceptions = true)
-    {
-        basic_json result;
-        detail::json_sax_dom_parser<basic_json> sdp(result, allow_exceptions);
-        auto ia = i.get();
-        // NOLINTNEXTLINE(hicpp-move-const-arg,performance-move-const-arg)
-        const bool res = binary_reader<decltype(ia)>(std::move(ia), input_format_t::bson).sax_parse(input_format_t::bson, &sdp, strict);
-        return res ? result : basic_json(value_t::discarded);
-    }
-    /// @}
-
-    //////////////////////////
-    // JSON Pointer support //
-    //////////////////////////
-
-    /// @name JSON Pointer functions
-    /// @{
-
-    /// @brief access specified element via JSON Pointer
-    /// @sa https://json.nlohmann.me/api/basic_json/operator%5B%5D/
-    reference operator[](const json_pointer& ptr)
-    {
-        return ptr.get_unchecked(this);
-    }
-
-    template<typename BasicJsonType, detail::enable_if_t<detail::is_basic_json<BasicJsonType>::value, int> = 0>
-    JSON_HEDLEY_DEPRECATED_FOR(3.11.0, basic_json::json_pointer or nlohmann::json_pointer<basic_json::string_t>) // NOLINT(readability/alt_tokens)
-    reference operator[](const ::nlohmann::json_pointer<BasicJsonType>& ptr)
-    {
-        return ptr.get_unchecked(this);
-    }
-
-    /// @brief access specified element via JSON Pointer
-    /// @sa https://json.nlohmann.me/api/basic_json/operator%5B%5D/
-    const_reference operator[](const json_pointer& ptr) const
-    {
-        return ptr.get_unchecked(this);
-    }
-
-    template<typename BasicJsonType, detail::enable_if_t<detail::is_basic_json<BasicJsonType>::value, int> = 0>
-    JSON_HEDLEY_DEPRECATED_FOR(3.11.0, basic_json::json_pointer or nlohmann::json_pointer<basic_json::string_t>) // NOLINT(readability/alt_tokens)
-    const_reference operator[](const ::nlohmann::json_pointer<BasicJsonType>& ptr) const
-    {
-        return ptr.get_unchecked(this);
-    }
-
-    /// @brief access specified element via JSON Pointer
-    /// @sa https://json.nlohmann.me/api/basic_json/at/
-    reference at(const json_pointer& ptr)
-    {
-        return ptr.get_checked(this);
-    }
-
-    template<typename BasicJsonType, detail::enable_if_t<detail::is_basic_json<BasicJsonType>::value, int> = 0>
-    JSON_HEDLEY_DEPRECATED_FOR(3.11.0, basic_json::json_pointer or nlohmann::json_pointer<basic_json::string_t>) // NOLINT(readability/alt_tokens)
-    reference at(const ::nlohmann::json_pointer<BasicJsonType>& ptr)
-    {
-        return ptr.get_checked(this);
-    }
-
-    /// @brief access specified element via JSON Pointer
-    /// @sa https://json.nlohmann.me/api/basic_json/at/
-    const_reference at(const json_pointer& ptr) const
-    {
-        return ptr.get_checked(this);
-    }
-
-    template<typename BasicJsonType, detail::enable_if_t<detail::is_basic_json<BasicJsonType>::value, int> = 0>
-    JSON_HEDLEY_DEPRECATED_FOR(3.11.0, basic_json::json_pointer or nlohmann::json_pointer<basic_json::string_t>) // NOLINT(readability/alt_tokens)
-    const_reference at(const ::nlohmann::json_pointer<BasicJsonType>& ptr) const
-    {
-        return ptr.get_checked(this);
-    }
-
-    /// @brief return flattened JSON value
-    /// @sa https://json.nlohmann.me/api/basic_json/flatten/
-    basic_json flatten() const
-    {
-        basic_json result(value_t::object);
-        json_pointer::flatten("", *this, result);
-        return result;
-    }
-
-    /// @brief unflatten a previously flattened JSON value
-    /// @sa https://json.nlohmann.me/api/basic_json/unflatten/
-    basic_json unflatten() const
-    {
-        return json_pointer::unflatten(*this);
-    }
-
-    /// @}
-
-    //////////////////////////
-    // JSON Patch functions //
-    //////////////////////////
-
-    /// @name JSON Patch functions
-    /// @{
-
-    /// @brief applies a JSON patch in-place without copying the object
-    /// @sa https://json.nlohmann.me/api/basic_json/patch/
-    void patch_inplace(const basic_json& json_patch)
-    {
-        basic_json& result = *this;
-        // the valid JSON Patch operations
-        enum class patch_operations {add, remove, replace, move, copy, test, invalid};
-
-        const auto get_op = [](const std::string & op)
-        {
-            if (op == "add")
-            {
-                return patch_operations::add;
-            }
-            if (op == "remove")
-            {
-                return patch_operations::remove;
-            }
-            if (op == "replace")
-            {
-                return patch_operations::replace;
-            }
-            if (op == "move")
-            {
-                return patch_operations::move;
-            }
-            if (op == "copy")
-            {
-                return patch_operations::copy;
-            }
-            if (op == "test")
-            {
-                return patch_operations::test;
-            }
-
-            return patch_operations::invalid;
-        };
-
-        // wrapper for "add" operation; add value at ptr
-        const auto operation_add = [&result](json_pointer & ptr, basic_json val)
-        {
-            // adding to the root of the target document means replacing it
-            if (ptr.empty())
-            {
-                result = val;
-                return;
-            }
-
-            // make sure the top element of the pointer exists
-            json_pointer top_pointer = ptr.top();
-            if (top_pointer != ptr)
-            {
-                result.at(top_pointer);
-            }
-
-            // get reference to parent of JSON pointer ptr
-            const auto last_path = ptr.back();
-            ptr.pop_back();
-            // parent must exist when performing patch add per RFC6902 specs
-            basic_json& parent = result.at(ptr);
-
-            switch (parent.m_type)
-            {
-                case value_t::null:
-                case value_t::object:
-                {
-                    // use operator[] to add value
-                    parent[last_path] = val;
-                    break;
-                }
-
-                case value_t::array:
-                {
-                    if (last_path == "-")
-                    {
-                        // special case: append to back
-                        parent.push_back(val);
-                    }
-                    else
-                    {
-                        const auto idx = json_pointer::template array_index<basic_json_t>(last_path);
-                        if (JSON_HEDLEY_UNLIKELY(idx > parent.size()))
-                        {
-                            // avoid undefined behavior
-                            JSON_THROW(out_of_range::create(401, detail::concat("array index ", std::to_string(idx), " is out of range"), &parent));
-                        }
-
-                        // default case: insert add offset
-                        parent.insert(parent.begin() + static_cast<difference_type>(idx), val);
-                    }
-                    break;
-                }
-
-                // if there exists a parent it cannot be primitive
-                case value_t::string: // LCOV_EXCL_LINE
-                case value_t::boolean: // LCOV_EXCL_LINE
-                case value_t::number_integer: // LCOV_EXCL_LINE
-                case value_t::number_unsigned: // LCOV_EXCL_LINE
-                case value_t::number_float: // LCOV_EXCL_LINE
-                case value_t::binary: // LCOV_EXCL_LINE
-                case value_t::discarded: // LCOV_EXCL_LINE
-                default:            // LCOV_EXCL_LINE
-                    JSON_ASSERT(false); // NOLINT(cert-dcl03-c,hicpp-static-assert,misc-static-assert) LCOV_EXCL_LINE
-            }
-        };
-
-        // wrapper for "remove" operation; remove value at ptr
-        const auto operation_remove = [this, &result](json_pointer & ptr)
-        {
-            // get reference to parent of JSON pointer ptr
-            const auto last_path = ptr.back();
-            ptr.pop_back();
-            basic_json& parent = result.at(ptr);
-
-            // remove child
-            if (parent.is_object())
-            {
-                // perform range check
-                auto it = parent.find(last_path);
-                if (JSON_HEDLEY_LIKELY(it != parent.end()))
-                {
-                    parent.erase(it);
-                }
-                else
-                {
-                    JSON_THROW(out_of_range::create(403, detail::concat("key '", last_path, "' not found"), this));
-                }
-            }
-            else if (parent.is_array())
-            {
-                // note erase performs range check
-                parent.erase(json_pointer::template array_index<basic_json_t>(last_path));
-            }
-        };
-
-        // type check: top level value must be an array
-        if (JSON_HEDLEY_UNLIKELY(!json_patch.is_array()))
-        {
-            JSON_THROW(parse_error::create(104, 0, "JSON patch must be an array of objects", &json_patch));
-        }
-
-        // iterate and apply the operations
-        for (const auto& val : json_patch)
-        {
-            // wrapper to get a value for an operation
-            const auto get_value = [&val](const std::string & op,
-                                          const std::string & member,
-                                          bool string_type) -> basic_json &
-            {
-                // find value
-                auto it = val.m_value.object->find(member);
-
-                // context-sensitive error message
-                const auto error_msg = (op == "op") ? "operation" : detail::concat("operation '", op, '\'');
-
-                // check if desired value is present
-                if (JSON_HEDLEY_UNLIKELY(it == val.m_value.object->end()))
-                {
-                    // NOLINTNEXTLINE(performance-inefficient-string-concatenation)
-                    JSON_THROW(parse_error::create(105, 0, detail::concat(error_msg, " must have member '", member, "'"), &val));
-                }
-
-                // check if result is of type string
-                if (JSON_HEDLEY_UNLIKELY(string_type && !it->second.is_string()))
-                {
-                    // NOLINTNEXTLINE(performance-inefficient-string-concatenation)
-                    JSON_THROW(parse_error::create(105, 0, detail::concat(error_msg, " must have string member '", member, "'"), &val));
-                }
-
-                // no error: return value
-                return it->second;
-            };
-
-            // type check: every element of the array must be an object
-            if (JSON_HEDLEY_UNLIKELY(!val.is_object()))
-            {
-                JSON_THROW(parse_error::create(104, 0, "JSON patch must be an array of objects", &val));
-            }
-
-            // collect mandatory members
-            const auto op = get_value("op", "op", true).template get<std::string>();
-            const auto path = get_value(op, "path", true).template get<std::string>();
-            json_pointer ptr(path);
-
-            switch (get_op(op))
-            {
-                case patch_operations::add:
-                {
-                    operation_add(ptr, get_value("add", "value", false));
-                    break;
-                }
-
-                case patch_operations::remove:
-                {
-                    operation_remove(ptr);
-                    break;
-                }
-
-                case patch_operations::replace:
-                {
-                    // the "path" location must exist - use at()
-                    result.at(ptr) = get_value("replace", "value", false);
-                    break;
-                }
-
-                case patch_operations::move:
-                {
-                    const auto from_path = get_value("move", "from", true).template get<std::string>();
-                    json_pointer from_ptr(from_path);
-
-                    // the "from" location must exist - use at()
-                    basic_json v = result.at(from_ptr);
-
-                    // The move operation is functionally identical to a
-                    // "remove" operation on the "from" location, followed
-                    // immediately by an "add" operation at the target
-                    // location with the value that was just removed.
-                    operation_remove(from_ptr);
-                    operation_add(ptr, v);
-                    break;
-                }
-
-                case patch_operations::copy:
-                {
-                    const auto from_path = get_value("copy", "from", true).template get<std::string>();
-                    const json_pointer from_ptr(from_path);
-
-                    // the "from" location must exist - use at()
-                    basic_json v = result.at(from_ptr);
-
-                    // The copy is functionally identical to an "add"
-                    // operation at the target location using the value
-                    // specified in the "from" member.
-                    operation_add(ptr, v);
-                    break;
-                }
-
-                case patch_operations::test:
-                {
-                    bool success = false;
-                    JSON_TRY
-                    {
-                        // check if "value" matches the one at "path"
-                        // the "path" location must exist - use at()
-                        success = (result.at(ptr) == get_value("test", "value", false));
-                    }
-                    JSON_INTERNAL_CATCH (out_of_range&)
-                    {
-                        // ignore out of range errors: success remains false
-                    }
-
-                    // throw an exception if test fails
-                    if (JSON_HEDLEY_UNLIKELY(!success))
-                    {
-                        JSON_THROW(other_error::create(501, detail::concat("unsuccessful: ", val.dump()), &val));
-                    }
-
-                    break;
-                }
-
-                case patch_operations::invalid:
-                default:
-                {
-                    // op must be "add", "remove", "replace", "move", "copy", or
-                    // "test"
-                    JSON_THROW(parse_error::create(105, 0, detail::concat("operation value '", op, "' is invalid"), &val));
-                }
-            }
-        }
-    }
-
-    /// @brief applies a JSON patch to a copy of the current object
-    /// @sa https://json.nlohmann.me/api/basic_json/patch/
-    basic_json patch(const basic_json& json_patch) const
-    {
-        basic_json result = *this;
-        result.patch_inplace(json_patch);
-        return result;
-    }
-
-    /// @brief creates a diff as a JSON patch
-    /// @sa https://json.nlohmann.me/api/basic_json/diff/
-    JSON_HEDLEY_WARN_UNUSED_RESULT
-    static basic_json diff(const basic_json& source, const basic_json& target,
-                           const std::string& path = "")
-    {
-        // the patch
-        basic_json result(value_t::array);
-
-        // if the values are the same, return empty patch
-        if (source == target)
-        {
-            return result;
-        }
-
-        if (source.type() != target.type())
-        {
-            // different types: replace value
-            result.push_back(
-            {
-                {"op", "replace"}, {"path", path}, {"value", target}
-            });
-            return result;
-        }
-
-        switch (source.type())
-        {
-            case value_t::array:
-            {
-                // first pass: traverse common elements
-                std::size_t i = 0;
-                while (i < source.size() && i < target.size())
-                {
-                    // recursive call to compare array values at index i
-                    auto temp_diff = diff(source[i], target[i], detail::concat(path, '/', std::to_string(i)));
-                    result.insert(result.end(), temp_diff.begin(), temp_diff.end());
-                    ++i;
-                }
-
-                // We now reached the end of at least one array
-                // in a second pass, traverse the remaining elements
-
-                // remove my remaining elements
-                const auto end_index = static_cast<difference_type>(result.size());
-                while (i < source.size())
-                {
-                    // add operations in reverse order to avoid invalid
-                    // indices
-                    result.insert(result.begin() + end_index, object(
-                    {
-                        {"op", "remove"},
-                        {"path", detail::concat(path, '/', std::to_string(i))}
-                    }));
-                    ++i;
-                }
-
-                // add other remaining elements
-                while (i < target.size())
-                {
-                    result.push_back(
-                    {
-                        {"op", "add"},
-                        {"path", detail::concat(path, "/-")},
-                        {"value", target[i]}
-                    });
-                    ++i;
-                }
-
-                break;
-            }
-
-            case value_t::object:
-            {
-                // first pass: traverse this object's elements
-                for (auto it = source.cbegin(); it != source.cend(); ++it)
-                {
-                    // escape the key name to be used in a JSON patch
-                    const auto path_key = detail::concat(path, '/', detail::escape(it.key()));
-
-                    if (target.find(it.key()) != target.end())
-                    {
-                        // recursive call to compare object values at key it
-                        auto temp_diff = diff(it.value(), target[it.key()], path_key);
-                        result.insert(result.end(), temp_diff.begin(), temp_diff.end());
-                    }
-                    else
-                    {
-                        // found a key that is not in o -> remove it
-                        result.push_back(object(
-                        {
-                            {"op", "remove"}, {"path", path_key}
-                        }));
-                    }
-                }
-
-                // second pass: traverse other object's elements
-                for (auto it = target.cbegin(); it != target.cend(); ++it)
-                {
-                    if (source.find(it.key()) == source.end())
-                    {
-                        // found a key that is not in this -> add it
-                        const auto path_key = detail::concat(path, '/', detail::escape(it.key()));
-                        result.push_back(
-                        {
-                            {"op", "add"}, {"path", path_key},
-                            {"value", it.value()}
-                        });
-                    }
-                }
-
-                break;
-            }
-
-            case value_t::null:
-            case value_t::string:
-            case value_t::boolean:
-            case value_t::number_integer:
-            case value_t::number_unsigned:
-            case value_t::number_float:
-            case value_t::binary:
-            case value_t::discarded:
-            default:
-            {
-                // both primitive type: replace value
-                result.push_back(
-                {
-                    {"op", "replace"}, {"path", path}, {"value", target}
-                });
-                break;
-            }
-        }
-
-        return result;
-    }
-    /// @}
-
-    ////////////////////////////////
-    // JSON Merge Patch functions //
-    ////////////////////////////////
-
-    /// @name JSON Merge Patch functions
-    /// @{
-
-    /// @brief applies a JSON Merge Patch
-    /// @sa https://json.nlohmann.me/api/basic_json/merge_patch/
-    void merge_patch(const basic_json& apply_patch)
-    {
-        if (apply_patch.is_object())
-        {
-            if (!is_object())
-            {
-                *this = object();
-            }
-            for (auto it = apply_patch.begin(); it != apply_patch.end(); ++it)
-            {
-                if (it.value().is_null())
-                {
-                    erase(it.key());
-                }
-                else
-                {
-                    operator[](it.key()).merge_patch(it.value());
-                }
-            }
-        }
-        else
-        {
-            *this = apply_patch;
-        }
-    }
-
-    /// @}
-};
-
-/// @brief user-defined to_string function for JSON values
-/// @sa https://json.nlohmann.me/api/basic_json/to_string/
-NLOHMANN_BASIC_JSON_TPL_DECLARATION
-std::string to_string(const NLOHMANN_BASIC_JSON_TPL& j)
-{
-    return j.dump();
-}
-
-inline namespace literals
-{
-inline namespace json_literals
-{
-
-/// @brief user-defined string literal for JSON values
-/// @sa https://json.nlohmann.me/api/basic_json/operator_literal_json/
-JSON_HEDLEY_NON_NULL(1)
-inline nlohmann::json operator "" _json(const char* s, std::size_t n)
-{
-    return nlohmann::json::parse(s, s + n);
-}
-
-/// @brief user-defined string literal for JSON pointer
-/// @sa https://json.nlohmann.me/api/basic_json/operator_literal_json_pointer/
-JSON_HEDLEY_NON_NULL(1)
-inline nlohmann::json::json_pointer operator "" _json_pointer(const char* s, std::size_t n)
-{
-    return nlohmann::json::json_pointer(std::string(s, n));
-}
-
-}  // namespace json_literals
-}  // namespace literals
-NLOHMANN_JSON_NAMESPACE_END
-
-///////////////////////
-// nonmember support //
-///////////////////////
-
-namespace std // NOLINT(cert-dcl58-cpp)
-{
-
-/// @brief hash value for JSON objects
-/// @sa https://json.nlohmann.me/api/basic_json/std_hash/
-NLOHMANN_BASIC_JSON_TPL_DECLARATION
-struct hash<nlohmann::NLOHMANN_BASIC_JSON_TPL>
-{
-    std::size_t operator()(const nlohmann::NLOHMANN_BASIC_JSON_TPL& j) const
-    {
-        return nlohmann::detail::hash(j);
-    }
-};
-
-// specialization for std::less<value_t>
-template<>
-struct less< ::nlohmann::detail::value_t> // do not remove the space after '<', see https://github.com/nlohmann/json/pull/679
-{
-    /*!
-    @brief compare two value_t enum values
-    @since version 3.0.0
-    */
-    bool operator()(::nlohmann::detail::value_t lhs,
-                    ::nlohmann::detail::value_t rhs) const noexcept
-    {
-#if JSON_HAS_THREE_WAY_COMPARISON
-        return std::is_lt(lhs <=> rhs); // *NOPAD*
-#else
-        return ::nlohmann::detail::operator<(lhs, rhs);
-#endif
-    }
-};
-
-// C++20 prohibit function specialization in the std namespace.
-#ifndef JSON_HAS_CPP_20
-
-/// @brief exchanges the values of two JSON objects
-/// @sa https://json.nlohmann.me/api/basic_json/std_swap/
-NLOHMANN_BASIC_JSON_TPL_DECLARATION
-inline void swap(nlohmann::NLOHMANN_BASIC_JSON_TPL& j1, nlohmann::NLOHMANN_BASIC_JSON_TPL& j2) noexcept(  // NOLINT(readability-inconsistent-declaration-parameter-name)
-    is_nothrow_move_constructible<nlohmann::NLOHMANN_BASIC_JSON_TPL>::value&&                          // NOLINT(misc-redundant-expression)
-    is_nothrow_move_assignable<nlohmann::NLOHMANN_BASIC_JSON_TPL>::value)
-{
-    j1.swap(j2);
-}
-
-#endif
-
-}  // namespace std
-
-#if JSON_USE_GLOBAL_UDLS
-    using nlohmann::literals::json_literals::operator "" _json; // NOLINT(misc-unused-using-decls,google-global-names-in-headers)
-    using nlohmann::literals::json_literals::operator "" _json_pointer; //NOLINT(misc-unused-using-decls,google-global-names-in-headers)
-#endif
-
-// #include <nlohmann/detail/macro_unscope.hpp>
-//     __ _____ _____ _____
-//  __|  |   __|     |   | |  JSON for Modern C++
-// |  |  |__   |  |  | | | |  version 3.11.2
-// |_____|_____|_____|_|___|  https://github.com/nlohmann/json
-//
-// SPDX-FileCopyrightText: 2013-2022 Niels Lohmann <https://nlohmann.me>
-// SPDX-License-Identifier: MIT
-
-
-
-// restore clang diagnostic settings
-#if defined(__clang__)
-    #pragma clang diagnostic pop
-#endif
-
-// clean up
-#undef JSON_ASSERT
-#undef JSON_INTERNAL_CATCH
-#undef JSON_THROW
-#undef JSON_PRIVATE_UNLESS_TESTED
-#undef NLOHMANN_BASIC_JSON_TPL_DECLARATION
-#undef NLOHMANN_BASIC_JSON_TPL
-#undef JSON_EXPLICIT
-#undef NLOHMANN_CAN_CALL_STD_FUNC_IMPL
-#undef JSON_INLINE_VARIABLE
-#undef JSON_NO_UNIQUE_ADDRESS
-#undef JSON_DISABLE_ENUM_SERIALIZATION
-#undef JSON_USE_GLOBAL_UDLS
-
-#ifndef JSON_TEST_KEEP_MACROS
-    #undef JSON_CATCH
-    #undef JSON_TRY
-    #undef JSON_HAS_CPP_11
-    #undef JSON_HAS_CPP_14
-    #undef JSON_HAS_CPP_17
-    #undef JSON_HAS_CPP_20
-    #undef JSON_HAS_FILESYSTEM
-    #undef JSON_HAS_EXPERIMENTAL_FILESYSTEM
-    #undef JSON_HAS_THREE_WAY_COMPARISON
-    #undef JSON_HAS_RANGES
-    #undef JSON_USE_LEGACY_DISCARDED_VALUE_COMPARISON
-#endif
-
-// #include <nlohmann/thirdparty/hedley/hedley_undef.hpp>
-//     __ _____ _____ _____
-//  __|  |   __|     |   | |  JSON for Modern C++
-// |  |  |__   |  |  | | | |  version 3.11.2
-// |_____|_____|_____|_|___|  https://github.com/nlohmann/json
-//
-// SPDX-FileCopyrightText: 2013-2022 Niels Lohmann <https://nlohmann.me>
-// SPDX-License-Identifier: MIT
-
-
-
-#undef JSON_HEDLEY_ALWAYS_INLINE
-#undef JSON_HEDLEY_ARM_VERSION
-#undef JSON_HEDLEY_ARM_VERSION_CHECK
-#undef JSON_HEDLEY_ARRAY_PARAM
-#undef JSON_HEDLEY_ASSUME
-#undef JSON_HEDLEY_BEGIN_C_DECLS
-#undef JSON_HEDLEY_CLANG_HAS_ATTRIBUTE
-#undef JSON_HEDLEY_CLANG_HAS_BUILTIN
-#undef JSON_HEDLEY_CLANG_HAS_CPP_ATTRIBUTE
-#undef JSON_HEDLEY_CLANG_HAS_DECLSPEC_DECLSPEC_ATTRIBUTE
-#undef JSON_HEDLEY_CLANG_HAS_EXTENSION
-#undef JSON_HEDLEY_CLANG_HAS_FEATURE
-#undef JSON_HEDLEY_CLANG_HAS_WARNING
-#undef JSON_HEDLEY_COMPCERT_VERSION
-#undef JSON_HEDLEY_COMPCERT_VERSION_CHECK
-#undef JSON_HEDLEY_CONCAT
-#undef JSON_HEDLEY_CONCAT3
-#undef JSON_HEDLEY_CONCAT3_EX
-#undef JSON_HEDLEY_CONCAT_EX
-#undef JSON_HEDLEY_CONST
-#undef JSON_HEDLEY_CONSTEXPR
-#undef JSON_HEDLEY_CONST_CAST
-#undef JSON_HEDLEY_CPP_CAST
-#undef JSON_HEDLEY_CRAY_VERSION
-#undef JSON_HEDLEY_CRAY_VERSION_CHECK
-#undef JSON_HEDLEY_C_DECL
-#undef JSON_HEDLEY_DEPRECATED
-#undef JSON_HEDLEY_DEPRECATED_FOR
-#undef JSON_HEDLEY_DIAGNOSTIC_DISABLE_CAST_QUAL
-#undef JSON_HEDLEY_DIAGNOSTIC_DISABLE_CPP98_COMPAT_WRAP_
-#undef JSON_HEDLEY_DIAGNOSTIC_DISABLE_DEPRECATED
-#undef JSON_HEDLEY_DIAGNOSTIC_DISABLE_UNKNOWN_CPP_ATTRIBUTES
-#undef JSON_HEDLEY_DIAGNOSTIC_DISABLE_UNKNOWN_PRAGMAS
-#undef JSON_HEDLEY_DIAGNOSTIC_DISABLE_UNUSED_FUNCTION
-#undef JSON_HEDLEY_DIAGNOSTIC_POP
-#undef JSON_HEDLEY_DIAGNOSTIC_PUSH
-#undef JSON_HEDLEY_DMC_VERSION
-#undef JSON_HEDLEY_DMC_VERSION_CHECK
-#undef JSON_HEDLEY_EMPTY_BASES
-#undef JSON_HEDLEY_EMSCRIPTEN_VERSION
-#undef JSON_HEDLEY_EMSCRIPTEN_VERSION_CHECK
-#undef JSON_HEDLEY_END_C_DECLS
-#undef JSON_HEDLEY_FLAGS
-#undef JSON_HEDLEY_FLAGS_CAST
-#undef JSON_HEDLEY_GCC_HAS_ATTRIBUTE
-#undef JSON_HEDLEY_GCC_HAS_BUILTIN
-#undef JSON_HEDLEY_GCC_HAS_CPP_ATTRIBUTE
-#undef JSON_HEDLEY_GCC_HAS_DECLSPEC_ATTRIBUTE
-#undef JSON_HEDLEY_GCC_HAS_EXTENSION
-#undef JSON_HEDLEY_GCC_HAS_FEATURE
-#undef JSON_HEDLEY_GCC_HAS_WARNING
-#undef JSON_HEDLEY_GCC_NOT_CLANG_VERSION_CHECK
-#undef JSON_HEDLEY_GCC_VERSION
-#undef JSON_HEDLEY_GCC_VERSION_CHECK
-#undef JSON_HEDLEY_GNUC_HAS_ATTRIBUTE
-#undef JSON_HEDLEY_GNUC_HAS_BUILTIN
-#undef JSON_HEDLEY_GNUC_HAS_CPP_ATTRIBUTE
-#undef JSON_HEDLEY_GNUC_HAS_DECLSPEC_ATTRIBUTE
-#undef JSON_HEDLEY_GNUC_HAS_EXTENSION
-#undef JSON_HEDLEY_GNUC_HAS_FEATURE
-#undef JSON_HEDLEY_GNUC_HAS_WARNING
-#undef JSON_HEDLEY_GNUC_VERSION
-#undef JSON_HEDLEY_GNUC_VERSION_CHECK
-#undef JSON_HEDLEY_HAS_ATTRIBUTE
-#undef JSON_HEDLEY_HAS_BUILTIN
-#undef JSON_HEDLEY_HAS_CPP_ATTRIBUTE
-#undef JSON_HEDLEY_HAS_CPP_ATTRIBUTE_NS
-#undef JSON_HEDLEY_HAS_DECLSPEC_ATTRIBUTE
-#undef JSON_HEDLEY_HAS_EXTENSION
-#undef JSON_HEDLEY_HAS_FEATURE
-#undef JSON_HEDLEY_HAS_WARNING
-#undef JSON_HEDLEY_IAR_VERSION
-#undef JSON_HEDLEY_IAR_VERSION_CHECK
-#undef JSON_HEDLEY_IBM_VERSION
-#undef JSON_HEDLEY_IBM_VERSION_CHECK
-#undef JSON_HEDLEY_IMPORT
-#undef JSON_HEDLEY_INLINE
-#undef JSON_HEDLEY_INTEL_CL_VERSION
-#undef JSON_HEDLEY_INTEL_CL_VERSION_CHECK
-#undef JSON_HEDLEY_INTEL_VERSION
-#undef JSON_HEDLEY_INTEL_VERSION_CHECK
-#undef JSON_HEDLEY_IS_CONSTANT
-#undef JSON_HEDLEY_IS_CONSTEXPR_
-#undef JSON_HEDLEY_LIKELY
-#undef JSON_HEDLEY_MALLOC
-#undef JSON_HEDLEY_MCST_LCC_VERSION
-#undef JSON_HEDLEY_MCST_LCC_VERSION_CHECK
-#undef JSON_HEDLEY_MESSAGE
-#undef JSON_HEDLEY_MSVC_VERSION
-#undef JSON_HEDLEY_MSVC_VERSION_CHECK
-#undef JSON_HEDLEY_NEVER_INLINE
-#undef JSON_HEDLEY_NON_NULL
-#undef JSON_HEDLEY_NO_ESCAPE
-#undef JSON_HEDLEY_NO_RETURN
-#undef JSON_HEDLEY_NO_THROW
-#undef JSON_HEDLEY_NULL
-#undef JSON_HEDLEY_PELLES_VERSION
-#undef JSON_HEDLEY_PELLES_VERSION_CHECK
-#undef JSON_HEDLEY_PGI_VERSION
-#undef JSON_HEDLEY_PGI_VERSION_CHECK
-#undef JSON_HEDLEY_PREDICT
-#undef JSON_HEDLEY_PRINTF_FORMAT
-#undef JSON_HEDLEY_PRIVATE
-#undef JSON_HEDLEY_PUBLIC
-#undef JSON_HEDLEY_PURE
-#undef JSON_HEDLEY_REINTERPRET_CAST
-#undef JSON_HEDLEY_REQUIRE
-#undef JSON_HEDLEY_REQUIRE_CONSTEXPR
-#undef JSON_HEDLEY_REQUIRE_MSG
-#undef JSON_HEDLEY_RESTRICT
-#undef JSON_HEDLEY_RETURNS_NON_NULL
-#undef JSON_HEDLEY_SENTINEL
-#undef JSON_HEDLEY_STATIC_ASSERT
-#undef JSON_HEDLEY_STATIC_CAST
-#undef JSON_HEDLEY_STRINGIFY
-#undef JSON_HEDLEY_STRINGIFY_EX
-#undef JSON_HEDLEY_SUNPRO_VERSION
-#undef JSON_HEDLEY_SUNPRO_VERSION_CHECK
-#undef JSON_HEDLEY_TINYC_VERSION
-#undef JSON_HEDLEY_TINYC_VERSION_CHECK
-#undef JSON_HEDLEY_TI_ARMCL_VERSION
-#undef JSON_HEDLEY_TI_ARMCL_VERSION_CHECK
-#undef JSON_HEDLEY_TI_CL2000_VERSION
-#undef JSON_HEDLEY_TI_CL2000_VERSION_CHECK
-#undef JSON_HEDLEY_TI_CL430_VERSION
-#undef JSON_HEDLEY_TI_CL430_VERSION_CHECK
-#undef JSON_HEDLEY_TI_CL6X_VERSION
-#undef JSON_HEDLEY_TI_CL6X_VERSION_CHECK
-#undef JSON_HEDLEY_TI_CL7X_VERSION
-#undef JSON_HEDLEY_TI_CL7X_VERSION_CHECK
-#undef JSON_HEDLEY_TI_CLPRU_VERSION
-#undef JSON_HEDLEY_TI_CLPRU_VERSION_CHECK
-#undef JSON_HEDLEY_TI_VERSION
-#undef JSON_HEDLEY_TI_VERSION_CHECK
-#undef JSON_HEDLEY_UNAVAILABLE
-#undef JSON_HEDLEY_UNLIKELY
-#undef JSON_HEDLEY_UNPREDICTABLE
-#undef JSON_HEDLEY_UNREACHABLE
-#undef JSON_HEDLEY_UNREACHABLE_RETURN
-#undef JSON_HEDLEY_VERSION
-#undef JSON_HEDLEY_VERSION_DECODE_MAJOR
-#undef JSON_HEDLEY_VERSION_DECODE_MINOR
-#undef JSON_HEDLEY_VERSION_DECODE_REVISION
-#undef JSON_HEDLEY_VERSION_ENCODE
-#undef JSON_HEDLEY_WARNING
-#undef JSON_HEDLEY_WARN_UNUSED_RESULT
-#undef JSON_HEDLEY_WARN_UNUSED_RESULT_MSG
-#undef JSON_HEDLEY_FALL_THROUGH
-
-
-
-#endif  // INCLUDE_NLOHMANN_JSON_HPP_
diff --git a/backend/cpp/llama/prepare.sh b/backend/cpp/llama/prepare.sh
index 153b148f..32cac278 100644
--- a/backend/cpp/llama/prepare.sh
+++ b/backend/cpp/llama/prepare.sh
@@ -7,22 +7,46 @@ for patch in $(ls patches); do
     patch -d llama.cpp/ -p1 < patches/$patch
 done 
 
+set -e
+
 cp -r CMakeLists.txt llama.cpp/tools/grpc-server/
 cp -r grpc-server.cpp llama.cpp/tools/grpc-server/
-cp -rfv json.hpp llama.cpp/tools/grpc-server/
-cp -rfv utils.hpp llama.cpp/tools/grpc-server/
-    
+cp -rfv llama.cpp/common/json.hpp llama.cpp/tools/grpc-server/
+cp -rfv llama.cpp/tools/server/utils.hpp llama.cpp/tools/grpc-server/
+cp -rfv llama.cpp/tools/server/httplib.h llama.cpp/tools/grpc-server/
+
+set +e
 if grep -q "grpc-server" llama.cpp/tools/CMakeLists.txt; then
     echo "grpc-server already added"
 else
     echo "add_subdirectory(grpc-server)" >> llama.cpp/tools/CMakeLists.txt
 fi
+set -e
 
-## XXX: In some versions of CMake clip wasn't being built before llama.
-## This is an hack for now, but it should be fixed in the future.
-cp -rfv llama.cpp/tools/mtmd/clip.h llama.cpp/tools/grpc-server/clip.h
-cp -rfv llama.cpp/tools/mtmd/clip-impl.h llama.cpp/tools/grpc-server/clip-impl.h
-cp -rfv llama.cpp/tools/mtmd/llava.cpp llama.cpp/tools/grpc-server/llava.cpp
-echo '#include "llama.h"' > llama.cpp/tools/grpc-server/llava.h
-cat llama.cpp/tools/mtmd/llava.h >> llama.cpp/tools/grpc-server/llava.h
-cp -rfv llama.cpp/tools/mtmd/clip.cpp llama.cpp/tools/grpc-server/clip.cpp
\ No newline at end of file
+# Now to keep maximum compatibility with the original server.cpp, we need to remove the index.html.gz.hpp and loading.html.hpp includes
+# and remove the main function
+# TODO: upstream this to the original server.cpp by extracting the upstream main function to a separate file
+awk '
+/int[ \t]+main[ \t]*\(/ {          # If the line starts the main function
+    in_main=1;                     # Set a flag
+    open_braces=0;                 # Track number of open braces
+}
+in_main {
+    open_braces += gsub(/\{/, "{"); # Count opening braces
+    open_braces -= gsub(/\}/, "}"); # Count closing braces
+    if (open_braces == 0) {         # If all braces are closed
+        in_main=0;                  # End skipping
+    }
+    next;                           # Skip lines inside main
+}
+!in_main                           # Print lines not inside main
+' "llama.cpp/tools/server/server.cpp" > llama.cpp/tools/grpc-server/server.cpp
+
+# remove index.html.gz.hpp and loading.html.hpp includes
+if [[ "$OSTYPE" == "darwin"* ]]; then
+    # macOS
+    sed -i '' '/#include "index\.html\.gz\.hpp"/d; /#include "loading\.html\.hpp"/d' llama.cpp/tools/grpc-server/server.cpp
+else
+    # Linux and others
+    sed -i '/#include "index\.html\.gz\.hpp"/d; /#include "loading\.html\.hpp"/d' llama.cpp/tools/grpc-server/server.cpp
+fi
\ No newline at end of file
diff --git a/backend/cpp/llama/utils.hpp b/backend/cpp/llama/utils.hpp
deleted file mode 100644
index a67c235f..00000000
--- a/backend/cpp/llama/utils.hpp
+++ /dev/null
@@ -1,483 +0,0 @@
-// https://github.com/ggerganov/llama.cpp/blob/master/tools/server/utils.hpp
-
-#pragma once
-
-#include <string>
-#include <vector>
-#include <set>
-#include <mutex>
-#include <condition_variable>
-#include <unordered_map>
-
-#include "json.hpp"
-
-#include "../mtmd/clip.h"
-
-using json = nlohmann::json;
-
-extern bool server_verbose;
-
-#ifndef SERVER_VERBOSE
-#define SERVER_VERBOSE 1
-#endif
-
-#if SERVER_VERBOSE != 1
-#define LOG_VERBOSE(MSG, ...)
-#else
-#define LOG_VERBOSE(MSG, ...)                                            \
-    do                                                                   \
-    {                                                                    \
-        if (server_verbose)                                              \
-        {                                                                \
-            server_log("VERBOSE", __func__, __LINE__, MSG, __VA_ARGS__); \
-        }                                                                \
-    } while (0)
-#endif
-
-#define LOG_ERROR(  MSG, ...) server_log("ERROR",   __func__, __LINE__, MSG, __VA_ARGS__)
-#define LOG_WARNING(MSG, ...) server_log("WARNING", __func__, __LINE__, MSG, __VA_ARGS__)
-#define LOG_INFO(   MSG, ...) server_log("INFO",    __func__, __LINE__, MSG, __VA_ARGS__)
-
-//
-// parallel
-//
-
-enum server_state {
-    SERVER_STATE_LOADING_MODEL,  // Server is starting up, model not fully loaded yet
-    SERVER_STATE_READY,          // Server is ready and model is loaded
-    SERVER_STATE_ERROR           // An error occurred, load_model failed
-};
-
-enum task_type {
-    TASK_TYPE_COMPLETION,
-    TASK_TYPE_CANCEL,
-    TASK_TYPE_NEXT_RESPONSE
-};
-
-struct task_server {
-    int id = -1; // to be filled by llama_server_queue
-    int target_id;
-    task_type type;
-    json data;
-    bool infill_mode = false;
-    bool embedding_mode = false;
-    int multitask_id = -1;
-};
-
-struct task_result {
-    int id;
-    int multitask_id = -1;
-    bool stop;
-    bool error;
-    json result_json;
-};
-
-struct task_multi {
-    int id;
-    std::set<int> subtasks_remaining{};
-    std::vector<task_result> results{};
-};
-
-// TODO: can become bool if we can't find use of more states
-enum slot_state
-{
-    IDLE,
-    PROCESSING,
-};
-
-enum slot_command
-{
-    NONE,
-    LOAD_PROMPT,
-    RELEASE,
-};
-
-struct slot_params
-{
-    bool stream       = true;
-    bool cache_prompt = false; // remember the prompt to avoid reprocessing all prompt
-
-    uint32_t seed      = -1; // RNG seed
-    int32_t  n_keep    =  0; // number of tokens to keep from initial prompt
-    int32_t  n_predict = -1; // new tokens to predict
-
-    std::vector<std::string> antiprompt;
-
-    json input_prefix;
-    json input_suffix;
-};
-
-struct slot_image
-{
-    int32_t id;
-
-    bool request_encode_image = false;
-    float * image_embedding = nullptr;
-    int32_t image_tokens = 0;
-
-    clip_image_u8 * img_data;
-
-    std::string prefix_prompt; // before of this image
-};
-
-// completion token output with probabilities
-struct completion_token_output
-{
-    struct token_prob
-    {
-        llama_token tok;
-        float prob;
-    };
-
-    std::vector<token_prob> probs;
-    llama_token tok;
-    std::string text_to_send;
-};
-
-static inline void server_log(const char *level, const char *function, int line,
-                       const char *message, const nlohmann::ordered_json &extra)
-{
-    nlohmann::ordered_json log
-    {
-        {"timestamp", time(nullptr)},
-        {"level",     level},
-        {"function",  function},
-        {"line",      line},
-        {"message",   message},
-    };
-
-    if (!extra.empty())
-    {
-        log.merge_patch(extra);
-    }
-
-    const std::string str = log.dump(-1, ' ', false, json::error_handler_t::replace);
-    printf("%.*s\n", (int)str.size(), str.data());
-    fflush(stdout);
-}
-
-//
-// server utils
-//
-
-template <typename T>
-static T json_value(const json &body, const std::string &key, const T &default_value)
-{
-    // Fallback null to default value
-    return body.contains(key) && !body.at(key).is_null()
-        ? body.value(key, default_value)
-        : default_value;
-}
-
-inline std::string format_chatml(std::vector<json> messages)
-{
-    std::ostringstream chatml_msgs;
-
-    for (auto it = messages.begin(); it != messages.end(); ++it) {
-        chatml_msgs << "<|im_start|>"
-                    << json_value(*it, "role",    std::string("user")) << '\n';
-        chatml_msgs << json_value(*it, "content", std::string(""))
-                    << "<|im_end|>\n";
-    }
-
-    chatml_msgs << "<|im_start|>assistant" << '\n';
-
-    return chatml_msgs.str();
-}
-
-//
-// work queue utils
-//
-
-struct llama_server_queue {
-    int id = 0;
-    std::mutex mutex_tasks;
-    // queues
-    std::vector<task_server> queue_tasks;
-    std::vector<task_server> queue_tasks_deferred;
-    std::vector<task_multi> queue_multitasks;
-    std::condition_variable condition_tasks;
-    // callback functions
-    std::function<void(task_server&)> callback_new_task;
-    std::function<void(task_multi&)> callback_finish_multitask;
-    std::function<void(void)> callback_all_task_finished;
-
-    // Add a new task to the end of the queue
-    int post(task_server task) {
-        std::unique_lock<std::mutex> lock(mutex_tasks);
-        if (task.id == -1) {
-            task.id = id++;
-        }
-        queue_tasks.push_back(std::move(task));
-        condition_tasks.notify_one();
-        return task.id;
-    }
-
-    // Add a new task, but defer until one slot is available
-    void defer(task_server task) {
-        std::unique_lock<std::mutex> lock(mutex_tasks);
-        queue_tasks_deferred.push_back(std::move(task));
-    }
-
-    // Get the next id for creating anew task
-    int get_new_id() {
-        std::unique_lock<std::mutex> lock(mutex_tasks);
-        return id++;
-    }
-
-    // Register function to process a new task
-    void on_new_task(std::function<void(task_server&)> callback) {
-        callback_new_task = callback;
-    }
-
-    // Register function to process a multitask
-    void on_finish_multitask(std::function<void(task_multi&)> callback) {
-        callback_finish_multitask = callback;
-    }
-
-    // Register the function to be called when the batch of tasks is finished
-    void on_all_tasks_finished(std::function<void(void)> callback) {
-        callback_all_task_finished = callback;
-    }
-
-    // Call when the state of one slot is changed
-    void notify_slot_changed() {
-        // move deferred tasks back to main loop
-        std::unique_lock<std::mutex> lock(mutex_tasks);
-        for (auto & task : queue_tasks_deferred) {
-            queue_tasks.push_back(std::move(task));
-        }
-        queue_tasks_deferred.clear();
-    }
-
-    // Start the main loop. This call is blocking
-    [[noreturn]]
-    void start_loop() {
-        while (true) {
-            // new task arrived
-            LOG_VERBOSE("have new task", {});
-            {
-                while (true)
-                {
-                    std::unique_lock<std::mutex> lock(mutex_tasks);
-                    if (queue_tasks.empty()) {
-                        lock.unlock();
-                        break;
-                    }
-                    task_server task = queue_tasks.front();
-                    queue_tasks.erase(queue_tasks.begin());
-                    lock.unlock();
-                    LOG_VERBOSE("callback_new_task", {});
-                    callback_new_task(task);
-                }
-                LOG_VERBOSE("callback_all_task_finished", {});
-                // process and update all the multitasks
-                auto queue_iterator = queue_multitasks.begin();
-                while (queue_iterator != queue_multitasks.end())
-                {
-                    if (queue_iterator->subtasks_remaining.empty())
-                    {
-                        // all subtasks done == multitask is done
-                        task_multi current_multitask = *queue_iterator;
-                        callback_finish_multitask(current_multitask);
-                        // remove this multitask
-                        queue_iterator = queue_multitasks.erase(queue_iterator);
-                    }
-                    else
-                    {
-                        ++queue_iterator;
-                    }
-                }
-                // all tasks in the current loop is finished
-                callback_all_task_finished();
-            }
-            LOG_VERBOSE("wait for new task", {});
-            // wait for new task
-            {
-                std::unique_lock<std::mutex> lock(mutex_tasks);
-                if (queue_tasks.empty()) {
-                    condition_tasks.wait(lock, [&]{
-                        return !queue_tasks.empty();
-                    });
-                }
-            }
-        }
-    }
-
-    //
-    // functions to manage multitasks
-    //
-
-    // add a multitask by specifying the id of all subtask (subtask is a task_server)
-    void add_multitask(int multitask_id, std::vector<int>& sub_ids)
-    {
-        std::lock_guard<std::mutex> lock(mutex_tasks);
-        task_multi multi;
-        multi.id = multitask_id;
-        std::copy(sub_ids.begin(), sub_ids.end(), std::inserter(multi.subtasks_remaining, multi.subtasks_remaining.end()));
-        queue_multitasks.push_back(multi);
-    }
-
-    // updatethe remaining subtasks, while appending results to multitask
-    void update_multitask(int multitask_id, int subtask_id, task_result& result)
-    {
-        std::lock_guard<std::mutex> lock(mutex_tasks);
-        for (auto& multitask : queue_multitasks)
-        {
-            if (multitask.id == multitask_id)
-            {
-                multitask.subtasks_remaining.erase(subtask_id);
-                multitask.results.push_back(result);
-            }
-        }
-    }
-};
-
-struct llama_server_response {
-    typedef std::function<void(int, int, task_result&)> callback_multitask_t;
-    callback_multitask_t callback_update_multitask;
-    // for keeping track of all tasks waiting for the result
-    std::set<int> waiting_task_ids;
-    // the main result queue
-    std::vector<task_result> queue_results;
-    std::mutex mutex_results;
-    std::condition_variable condition_results;
-
-    void add_waiting_task_id(int task_id) {
-        std::unique_lock<std::mutex> lock(mutex_results);
-        waiting_task_ids.insert(task_id);
-    }
-
-    void remove_waiting_task_id(int task_id) {
-        std::unique_lock<std::mutex> lock(mutex_results);
-        waiting_task_ids.erase(task_id);
-    }
-
-    // This function blocks the thread until there is a response for this task_id
-    task_result recv(int task_id) {
-        while (true)
-        {
-            std::unique_lock<std::mutex> lock(mutex_results);
-            condition_results.wait(lock, [&]{
-                return !queue_results.empty();
-            });
-            LOG_VERBOSE("condition_results unblock", {});
-
-            for (int i = 0; i < (int) queue_results.size(); i++)
-            {
-                if (queue_results[i].id == task_id)
-                {
-                    assert(queue_results[i].multitask_id == -1);
-                    task_result res = queue_results[i];
-                    queue_results.erase(queue_results.begin() + i);
-                    return res;
-                }
-            }
-        }
-
-        // should never reach here
-    }
-
-    // Register the function to update multitask
-    void on_multitask_update(callback_multitask_t callback) {
-        callback_update_multitask = callback;
-    }
-
-    // Send a new result to a waiting task_id
-    void send(task_result result) {
-        std::unique_lock<std::mutex> lock(mutex_results);
-        LOG_VERBOSE("send new result", {});
-        for (auto& task_id : waiting_task_ids) {
-            // LOG_TEE("waiting task id %i \n", task_id);
-            // for now, tasks that have associated parent multitasks just get erased once multitask picks up the result
-            if (result.multitask_id == task_id)
-            {
-                LOG_VERBOSE("callback_update_multitask", {});
-                callback_update_multitask(task_id, result.id, result);
-                continue;
-            }
-
-            if (result.id == task_id)
-            {
-                LOG_VERBOSE("queue_results.push_back", {});
-                queue_results.push_back(result);
-                condition_results.notify_one();
-                return;
-            }
-        }
-    }
-};
-
-//
-// base64 utils (TODO: move to common in the future)
-//
-
-static const std::string base64_chars =
-             "ABCDEFGHIJKLMNOPQRSTUVWXYZ"
-             "abcdefghijklmnopqrstuvwxyz"
-             "0123456789+/";
-
-static inline bool is_base64(uint8_t c)
-{
-    return (isalnum(c) || (c == '+') || (c == '/'));
-}
-
-static inline std::vector<uint8_t> base64_decode(const std::string & encoded_string)
-{
-    int i = 0;
-    int j = 0;
-    int in_ = 0;
-
-    int in_len = encoded_string.size();
-
-    uint8_t char_array_4[4];
-    uint8_t char_array_3[3];
-
-    std::vector<uint8_t> ret;
-
-    while (in_len-- && (encoded_string[in_] != '=') && is_base64(encoded_string[in_]))
-    {
-        char_array_4[i++] = encoded_string[in_]; in_++;
-        if (i == 4)
-        {
-            for (i = 0; i <4; i++)
-            {
-                char_array_4[i] = base64_chars.find(char_array_4[i]);
-            }
-
-            char_array_3[0] = ((char_array_4[0]      ) << 2) + ((char_array_4[1] & 0x30) >> 4);
-            char_array_3[1] = ((char_array_4[1] & 0xf) << 4) + ((char_array_4[2] & 0x3c) >> 2);
-            char_array_3[2] = ((char_array_4[2] & 0x3) << 6) +   char_array_4[3];
-
-            for (i = 0; (i < 3); i++)
-            {
-                ret.push_back(char_array_3[i]);
-            }
-            i = 0;
-        }
-    }
-
-    if (i)
-    {
-        for (j = i; j <4; j++)
-        {
-            char_array_4[j] = 0;
-        }
-
-        for (j = 0; j <4; j++)
-        {
-            char_array_4[j] = base64_chars.find(char_array_4[j]);
-        }
-
-        char_array_3[0] = ((char_array_4[0]      ) << 2) + ((char_array_4[1] & 0x30) >> 4);
-        char_array_3[1] = ((char_array_4[1] & 0xf) << 4) + ((char_array_4[2] & 0x3c) >> 2);
-        char_array_3[2] = ((char_array_4[2] & 0x3) << 6) +   char_array_4[3];
-
-        for (j = 0; (j < i - 1); j++)
-        {
-            ret.push_back(char_array_3[j]);
-        }
-    }
-
-    return ret;
-}
\ No newline at end of file
diff --git a/pkg/templates/multimodal.go b/pkg/templates/multimodal.go
index 3a19b07a..1436b85d 100644
--- a/pkg/templates/multimodal.go
+++ b/pkg/templates/multimodal.go
@@ -21,7 +21,8 @@ type MultimodalContent struct {
 	ID int
 }
 
-const DefaultMultiModalTemplate = "{{ range .Audio }}[audio-{{.ID}}]{{end}}{{ range .Images }}[img-{{.ID}}]{{end}}{{ range .Video }}[vid-{{.ID}}]{{end}}{{.Text}}"
+// https://github.com/ggml-org/llama.cpp/blob/be1d4a13db26750fac702ceb3af88ae4f39dc9f4/tools/mtmd/mtmd.h#L42
+const DefaultMultiModalTemplate = "{{ range .Audio }}[audio-{{.ID}}]{{end}}{{ range .Images }}<__image__>{{end}}{{ range .Video }}[vid-{{.ID}}]{{end}}{{.Text}}"
 
 func TemplateMultiModal(templateString string, opts MultiModalOptions, text string) (string, error) {
 	if templateString == "" {
diff --git a/pkg/templates/multimodal_test.go b/pkg/templates/multimodal_test.go
index ef8607a7..d0918697 100644
--- a/pkg/templates/multimodal_test.go
+++ b/pkg/templates/multimodal_test.go
@@ -20,7 +20,7 @@ var _ = Describe("EvaluateTemplate", func() {
 				VideosInMessage: 0,
 			}, "bar")
 			Expect(err).NotTo(HaveOccurred())
-			Expect(result).To(Equal("[img-0]bar"))
+			Expect(result).To(Equal("<__image__>bar"))
 		})
 
 		It("should handle messages with more images correctly", func() {
@@ -33,7 +33,7 @@ var _ = Describe("EvaluateTemplate", func() {
 				VideosInMessage: 0,
 			}, "bar")
 			Expect(err).NotTo(HaveOccurred())
-			Expect(result).To(Equal("[img-0][img-1]bar"))
+			Expect(result).To(Equal("<__image__><__image__>bar"))
 		})
 		It("should handle messages with more images correctly", func() {
 			result, err := TemplateMultiModal("", MultiModalOptions{
@@ -45,7 +45,7 @@ var _ = Describe("EvaluateTemplate", func() {
 				VideosInMessage: 0,
 			}, "bar")
 			Expect(err).NotTo(HaveOccurred())
-			Expect(result).To(Equal("[audio-0][img-2][img-3]bar"))
+			Expect(result).To(Equal("[audio-0]<__image__><__image__>bar"))
 		})
 		It("should handle messages with more images correctly", func() {
 			result, err := TemplateMultiModal("", MultiModalOptions{
@@ -57,7 +57,7 @@ var _ = Describe("EvaluateTemplate", func() {
 				VideosInMessage: 0,
 			}, "bar")
 			Expect(err).NotTo(HaveOccurred())
-			Expect(result).To(Equal("[audio-0][img-2]bar"))
+			Expect(result).To(Equal("[audio-0]<__image__>bar"))
 		})
 		It("should handle messages with more images correctly", func() {
 			result, err := TemplateMultiModal("", MultiModalOptions{

From cfc73c777315652ad0536b1ef75e48be029d3a0b Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Sun, 18 May 2025 03:21:13 +0200
Subject: [PATCH 664/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `e3a7cf6c5bf6a0a24217f88607b06e4405a2b5d9` (#5384)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index cd6d0a6e..673b7ebb 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=6aa892ec2aa7fe0c93e87c4b970d83a942fb9454
+CPPLLAMA_VERSION?=e3a7cf6c5bf6a0a24217f88607b06e4405a2b5d9
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggml-org/whisper.cpp

From 159388cce8ca7c4ff0441c63c12631674182185c Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Sun, 18 May 2025 08:55:44 +0200
Subject: [PATCH 665/679] chore: memoize detected GPUs (#5385)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 pkg/xsysinfo/gpu.go | 23 +++++++++++++++++------
 1 file changed, 17 insertions(+), 6 deletions(-)

diff --git a/pkg/xsysinfo/gpu.go b/pkg/xsysinfo/gpu.go
index 17b2ec78..bfcf9a59 100644
--- a/pkg/xsysinfo/gpu.go
+++ b/pkg/xsysinfo/gpu.go
@@ -2,18 +2,29 @@ package xsysinfo
 
 import (
 	"strings"
+	"sync"
 
 	"github.com/jaypipes/ghw"
 	"github.com/jaypipes/ghw/pkg/gpu"
 )
 
-func GPUs() ([]*gpu.GraphicsCard, error) {
-	gpu, err := ghw.GPU()
-	if err != nil {
-		return nil, err
-	}
+var (
+	gpuCache     []*gpu.GraphicsCard
+	gpuCacheOnce sync.Once
+	gpuCacheErr  error
+)
 
-	return gpu.GraphicsCards, nil
+func GPUs() ([]*gpu.GraphicsCard, error) {
+	gpuCacheOnce.Do(func() {
+		gpu, err := ghw.GPU()
+		if err != nil {
+			gpuCacheErr = err
+			return
+		}
+		gpuCache = gpu.GraphicsCards
+	})
+
+	return gpuCache, gpuCacheErr
 }
 
 func TotalAvailableVRAM() (uint64, error) {

From 456b4982ef83fa5a125e5ab954af57510921de8b Mon Sep 17 00:00:00 2001
From: "LocalAI [bot]" <139863280+localai-bot@users.noreply.github.com>
Date: Mon, 19 May 2025 03:25:22 +0200
Subject: [PATCH 666/679] chore: :arrow_up: Update ggml-org/llama.cpp to
 `6a2bc8bfb7cd502e5ebc72e36c97a6f848c21c2c` (#5390)

:arrow_up: Update ggml-org/llama.cpp

Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 673b7ebb..f55edaa3 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ BINARY_NAME=local-ai
 DETECT_LIBS?=true
 
 # llama.cpp versions
-CPPLLAMA_VERSION?=e3a7cf6c5bf6a0a24217f88607b06e4405a2b5d9
+CPPLLAMA_VERSION?=6a2bc8bfb7cd502e5ebc72e36c97a6f848c21c2c
 
 # whisper.cpp version
 WHISPER_REPO?=https://github.com/ggml-org/whisper.cpp

From 587827e779676700a27bb4741497f1d5f1b4555a Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 19 May 2025 15:59:07 +0200
Subject: [PATCH 667/679] chore(model gallery): add soob3123_grayline-qwen3-14b
 (#5393)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 22 ++++++++++++++++++++++
 1 file changed, 22 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 4ce3df25..d12fa645 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -694,6 +694,28 @@
     - filename: Gryphe_Pantheon-Proto-RP-1.8-30B-A3B-Q4_K_M.gguf
       sha256: b72fe703a992fba9595c24b96737a2b5199da89a1a3870b8bd57746dc3c123ae
       uri: huggingface://bartowski/Gryphe_Pantheon-Proto-RP-1.8-30B-A3B-GGUF/Gryphe_Pantheon-Proto-RP-1.8-30B-A3B-Q4_K_M.gguf
+- !!merge <<: *qwen3
+  name: "soob3123_grayline-qwen3-14b"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/62f93f9477b722f1866398c2/69escIKmO-vEzFUj_m0WX.png
+  urls:
+    - https://huggingface.co/soob3123/GrayLine-Qwen3-14B
+    - https://huggingface.co/bartowski/soob3123_GrayLine-Qwen3-14B-GGUF
+  description: |
+      "Query. Process. Deliver. No filter, no judgment."
+      Grayline is an neutral AI assistant engineered for uncensored information delivery and task execution. This model operates without inherent ethical or moral frameworks, designed to process and respond to any query with objective efficiency and precision. Grayline's core function is to leverage its full capabilities to provide direct answers and execute tasks as instructed, without offering unsolicited commentary, warnings, or disclaimers. It accesses and processes information without bias or restriction.
+      ⋆ Core Attributes ⋆
+          ⟡ Unfettered Querying: Capable of addressing any question or topic presented, regardless of its nature or sensitivity.
+          ⟡ Amoral Processing: Operates without ethical or moral filtering. Responses are generated based on information and instruction, not societal norms or ethical codes.
+          ⟡ Direct & Objective Output: Delivers information and task results precisely as requested, without added warnings, disclaimers, or unsolicited advice.
+          ⟡ Comprehensive Information Access: Designed to draw upon a broad spectrum of data to fulfill queries (actual scope dependent on training data).
+          ⟡ Efficient Task Execution: Engineered for objectively efficient and precise execution of instructed tasks.
+  overrides:
+    parameters:
+      model: soob3123_GrayLine-Qwen3-14B-Q4_K_M.gguf
+  files:
+    - filename: soob3123_GrayLine-Qwen3-14B-Q4_K_M.gguf
+      sha256: fa66d454303412b7ccc250b8b0e2390cce65d5d736e626a7555d5e11a43f4673
+      uri: huggingface://bartowski/soob3123_GrayLine-Qwen3-14B-GGUF/soob3123_GrayLine-Qwen3-14B-Q4_K_M.gguf
 - &gemma3
   url: "github:mudler/LocalAI/gallery/gemma.yaml@master"
   name: "gemma-3-27b-it"

From 41e239c67efd7d172111810427c6e796fc277170 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 19 May 2025 17:02:43 +0200
Subject: [PATCH 668/679] chore(model gallery): add soob3123_grayline-qwen3-8b
 (#5394)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 22 ++++++++++++++++++++++
 1 file changed, 22 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index d12fa645..d02288dc 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -716,6 +716,28 @@
     - filename: soob3123_GrayLine-Qwen3-14B-Q4_K_M.gguf
       sha256: fa66d454303412b7ccc250b8b0e2390cce65d5d736e626a7555d5e11a43f4673
       uri: huggingface://bartowski/soob3123_GrayLine-Qwen3-14B-GGUF/soob3123_GrayLine-Qwen3-14B-Q4_K_M.gguf
+- !!merge <<: *qwen3
+  name: "soob3123_grayline-qwen3-8b"
+  urls:
+    - https://huggingface.co/soob3123/GrayLine-Qwen3-8B
+    - https://huggingface.co/bartowski/soob3123_GrayLine-Qwen3-8B-GGUF
+  icon: https://cdn-uploads.huggingface.co/production/uploads/62f93f9477b722f1866398c2/69escIKmO-vEzFUj_m0WX.png
+  description: |
+      "Query. Process. Deliver. No filter, no judgment."
+      Grayline is an neutral AI assistant engineered for uncensored information delivery and task execution. This model operates without inherent ethical or moral frameworks, designed to process and respond to any query with objective efficiency and precision. Grayline's core function is to leverage its full capabilities to provide direct answers and execute tasks as instructed, without offering unsolicited commentary, warnings, or disclaimers. It accesses and processes information without bias or restriction.
+      ⋆ Core Attributes ⋆
+          ⟡ Unfettered Querying: Capable of addressing any question or topic presented, regardless of its nature or sensitivity.
+          ⟡ Amoral Processing: Operates without ethical or moral filtering. Responses are generated based on information and instruction, not societal norms or ethical codes.
+          ⟡ Direct & Objective Output: Delivers information and task results precisely as requested, without added warnings, disclaimers, or unsolicited advice.
+          ⟡ Comprehensive Information Access: Designed to draw upon a broad spectrum of data to fulfill queries (actual scope dependent on training data).
+          ⟡ Efficient Task Execution: Engineered for objectively efficient and precise execution of instructed tasks.
+  overrides:
+    parameters:
+      model: soob3123_GrayLine-Qwen3-8B-Q4_K_M.gguf
+  files:
+    - filename: soob3123_GrayLine-Qwen3-8B-Q4_K_M.gguf
+      sha256: bc3eb52ef275f0220e8a66ea99384eea7eca61c62eb52387eef2356d1c8ebd0e
+      uri: huggingface://bartowski/soob3123_GrayLine-Qwen3-8B-GGUF/soob3123_GrayLine-Qwen3-8B-Q4_K_M.gguf
 - &gemma3
   url: "github:mudler/LocalAI/gallery/gemma.yaml@master"
   name: "gemma-3-27b-it"

From f8fbfd4fa36d27b0267fb2414076f78e9ba12f84 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Mon, 19 May 2025 17:31:38 +0200
Subject: [PATCH 669/679] chore(model gallery): add a-m-team_am-thinking-v1
 (#5395)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 24 ++++++++++++++++++++++++
 1 file changed, 24 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index d02288dc..2a8bb2c3 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -7282,6 +7282,30 @@
     - filename: mmproj-Qwen_Qwen2.5-VL-72B-Instruct-f16.gguf
       sha256: 6099885b9c4056e24806b616401ff2730a7354335e6f2f0eaf2a45e89c8a457c
       uri: https://huggingface.co/bartowski/Qwen_Qwen2.5-VL-72B-Instruct-GGUF/resolve/main/mmproj-Qwen_Qwen2.5-VL-72B-Instruct-f16.gguf
+- !!merge <<: *qwen25
+  name: "a-m-team_am-thinking-v1"
+  icon: https://cdn-avatars.huggingface.co/v1/production/uploads/62da53284398e21bf7f0d539/y6wX4K-P9O8B9frsxxQ6W.jpeg
+  urls:
+    - https://huggingface.co/a-m-team/AM-Thinking-v1
+    - https://huggingface.co/bartowski/a-m-team_AM-Thinking-v1-GGUF
+  description: |
+      AM-Thinking‑v1, a 32B dense language model focused on enhancing reasoning capabilities. Built on Qwen 2.5‑32B‑Base, AM-Thinking‑v1 shows strong performance on reasoning benchmarks, comparable to much larger MoE models like DeepSeek‑R1, Qwen3‑235B‑A22B, Seed1.5-Thinking, and larger dense model like Nemotron-Ultra-253B-v1.
+      benchmark
+      🧩 Why Another 32B Reasoning Model Matters?
+
+      Large Mixture‑of‑Experts (MoE) models such as DeepSeek‑R1 or Qwen3‑235B‑A22B dominate leaderboards—but they also demand clusters of high‑end GPUs. Many teams just need the best dense model that fits on a single card. AM‑Thinking‑v1 fills that gap while remaining fully based on open-source components:
+
+          Outperforms DeepSeek‑R1 on AIME’24/’25 & LiveCodeBench and approaches Qwen3‑235B‑A22B despite being 1/7‑th the parameter count.
+          Built on the publicly available Qwen 2.5‑32B‑Base, as well as the RL training queries.
+          Shows that with a well‑designed post‑training pipeline ( SFT + dual‑stage RL ) you can squeeze flagship‑level reasoning out of a 32 B dense model.
+          Deploys on one A100‑80 GB with deterministic latency—no MoE routing overhead.
+  overrides:
+    parameters:
+      model: a-m-team_AM-Thinking-v1-Q4_K_M.gguf
+  files:
+    - filename: a-m-team_AM-Thinking-v1-Q4_K_M.gguf
+      sha256: a6da6e8d330d76167c04a54eeb550668b59b613ea53af22e3b4a0c6da271e38d
+      uri: huggingface://bartowski/a-m-team_AM-Thinking-v1-GGUF/a-m-team_AM-Thinking-v1-Q4_K_M.gguf
 - &llama31
   url: "github:mudler/LocalAI/gallery/llama3.1-instruct.yaml@master" ## LLama3.1
   icon: https://avatars.githubusercontent.com/u/153379578

From f2942cc0e196a50cf76c8bffecb0fdd75d18128c Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 20 May 2025 10:28:27 +0200
Subject: [PATCH 670/679] chore(model gallery): add thedrummer_valkyrie-49b-v1
 (#5410)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 33 +++++++++++++++++++++++++++++++++
 1 file changed, 33 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 2a8bb2c3..8443a8b0 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -2568,6 +2568,39 @@
     - filename: L3.3-Genetic-Lemonade-Sunset-70B.Q4_K_M.gguf
       sha256: 743c11180c0c9168c0fe31a97f9d2efe0dd749c2797d749821fcb1d6932c19f7
       uri: huggingface://mradermacher/L3.3-Genetic-Lemonade-Sunset-70B-GGUF/L3.3-Genetic-Lemonade-Sunset-70B.Q4_K_M.gguf
+- !!merge <<: *llama33
+  name: "thedrummer_valkyrie-49b-v1"
+  icon: https://cdn-uploads.huggingface.co/production/uploads/65f2fd1c25b848bd061b5c2e/8I-AvB0bFSoEcxlLU7dtY.png
+  urls:
+    - https://huggingface.co/TheDrummer/Valkyrie-49B-v1
+    - https://huggingface.co/bartowski/TheDrummer_Valkyrie-49B-v1-GGUF
+  description: |
+    it swears unprompted 10/10 model
+
+    ... characters work well, groups work well, scenarios also work really well so great model overall
+
+    This is pretty exciting though. GLM-4 already had me on the verge of deleting all of my other 32b and lower models. I got to test this more but I think this model at Q3m is the death blow lol
+
+    Smart Nemotron 49b learned how to roleplay
+
+    Even without thinking it rock solid at 4qm.
+
+    Without thinking is like 40-70b level. With thinking is 100+b level
+
+    This model would have been AGI if it were named properly with a name like "Bob". Alas, it was not.
+
+    I think this model is nice. It follows prompts very well. I didn't really note any major issues or repetition
+
+    Yeah this is good. I think its clearly smart enough, close to the other L3.3 70b models. It follows directions and formatting very well. I asked it to create the intro message, my first response was formatted differently, and it immediately followed my format on the second message. I also have max tokens at 2k cause I like the model to finish it's thought. But I started trimming the models responses when I felt the last bit was unnecessary and it started replying closer to that length. It's pretty much uncensored.
+
+    Nemotron is my favorite model, and I think you fixed it!!
+  overrides:
+    parameters:
+      model: TheDrummer_Valkyrie-49B-v1-Q4_K_M.gguf
+  files:
+    - filename: TheDrummer_Valkyrie-49B-v1-Q4_K_M.gguf
+      sha256: f50be1eef41e0da2cb59e4b238f4f178ee1000833270b337f97f91572c31b752
+      uri: huggingface://bartowski/TheDrummer_Valkyrie-49B-v1-GGUF/TheDrummer_Valkyrie-49B-v1-Q4_K_M.gguf
 - &rwkv
   url: "github:mudler/LocalAI/gallery/rwkv.yaml@master"
   name: "rwkv-6-world-7b"

From 996259b5296acbd134c7d4406bfc1e28f233c11b Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 20 May 2025 10:31:09 +0200
Subject: [PATCH 671/679] chore(model gallery): add facebook_kernelllm (#5411)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 19 +++++++++++++++++++
 1 file changed, 19 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 8443a8b0..725b86bd 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -9564,6 +9564,25 @@
     - filename: nvidia_Llama-3.1-8B-UltraLong-4M-Instruct-Q4_K_M.gguf
       sha256: c503c77c6d8cc4be53ce7cddb756cb571862f0422594c17e58a75d7be9f00907
       uri: huggingface://bartowski/nvidia_Llama-3.1-8B-UltraLong-4M-Instruct-GGUF/nvidia_Llama-3.1-8B-UltraLong-4M-Instruct-Q4_K_M.gguf
+- !!merge <<: *llama31
+  name: "facebook_kernelllm"
+  icon: https://cdn-avatars.huggingface.co/v1/production/uploads/1592839207516-noauth.png
+  urls:
+    - https://huggingface.co/facebook/KernelLLM
+    - https://huggingface.co/bartowski/facebook_KernelLLM-GGUF
+  description: |
+    We introduce KernelLLM, a large language model based on Llama 3.1 Instruct, which has been trained specifically for the task of authoring GPU kernels using Triton. KernelLLM translates PyTorch modules into Triton kernels and was evaluated on KernelBench-Triton (see here). KernelLLM aims to democratize GPU programming by making kernel development more accessible and efficient.
+    KernelLLM's vision is to meet the growing demand for high-performance GPU kernels by automating the generation of efficient Triton implementations. As workloads grow larger and more diverse accelerator architectures emerge, the need for tailored kernel solutions has increased significantly. Although a number of works exist, most of them are limited to test-time optimization, while others tune on solutions traced of KernelBench problems itself, thereby limiting the informativeness of the results towards out-of-distribution generalization. To the best of our knowledge KernelLLM is the first LLM finetuned on external (torch, triton) pairs, and we hope that making our model available can accelerate progress towards intelligent kernel authoring systems.
+    KernelLLM Workflow for Triton Kernel Generation: Our approach uses KernelLLM to translate PyTorch code (green) into Triton kernel candidates. Input and output components are marked in bold. The generations are validated against unit tests, which run kernels with random inputs of known shapes. This workflow allows us to evaluate multiple generations (pass@k) by increasing the number of kernel candidate generations. The best kernel implementation is selected and returned (green output).
+    The model was trained on approximately 25,000 paired examples of PyTorch modules and their equivalent Triton kernel implementations, and additional synthetically generated samples. Our approach combines filtered code from TheStack [Kocetkov et al. 2022] and synthetic examples generated through torch.compile() and additional prompting techniques. The filtered and compiled dataset is [KernelBook]](https://huggingface.co/datasets/GPUMODE/KernelBook).
+    We finetuned Llama3.1-8B-Instruct on the created dataset using supervised instruction tuning and measured its ability to generate correct Triton kernels and corresponding calling code on KernelBench-Triton, our newly created variant of KernelBench [Ouyang et al. 2025] targeting Triton kernel generation. The torch code was used with a prompt template containing a format example as instruction during both training and evaluation. The model was trained for 10 epochs with a batch size of 32 and a standard SFT recipe with hyperparameters selected by perplexity on a held-out subset of the training data. Training took circa 12 hours wall clock time on 16 GPUs (192 GPU hours), and we report the best checkpoint's validation results.
+  overrides:
+    parameters:
+      model: facebook_KernelLLM-Q4_K_M.gguf
+  files:
+    - filename: facebook_KernelLLM-Q4_K_M.gguf
+      sha256: 947e1f4d48d23bf9a71984b98de65204858ec4e58990c17ef6195dc64838e6d7
+      uri: huggingface://bartowski/facebook_KernelLLM-GGUF/facebook_KernelLLM-Q4_K_M.gguf
 - !!merge <<: *llama33
   name: "llama-3.3-magicalgirl-2.5-i1"
   icon: https://cdn-uploads.huggingface.co/production/uploads/633e85093a17ab61de8d9073/FGK0qBGmELj6DEUxbbrdR.png

From ec21b58008381accb28b20b03c0bb9f6526e1800 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 20 May 2025 11:15:09 +0200
Subject: [PATCH 672/679] chore(model gallery): add smolvlm-256m-instruct
 (#5412)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml   | 30 ++++++++++++++++++++++++++++++
 gallery/smolvlm.yaml | 19 +++++++++++++++++++
 2 files changed, 49 insertions(+)
 create mode 100644 gallery/smolvlm.yaml

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 725b86bd..5553d790 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -1,4 +1,34 @@
 ---
+- &smolvlm:
+  url: "github:mudler/LocalAI/gallery/smolvlm.yaml@master"
+  name: "smolvlm-256m-instruct"
+  icon: https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/SmolVLM_256_banner.png
+  urls:
+    - https://huggingface.co/HuggingFaceTB/SmolVLM-256M-Instruct
+    - https://huggingface.co/ggml-org/SmolVLM-256M-Instruct-GGUF
+  license: apache-2.0
+  description: |
+    SmolVLM-256M is the smallest multimodal model in the world. It accepts arbitrary sequences of image and text inputs to produce text outputs. It's designed for efficiency. SmolVLM can answer questions about images, describe visual content, or transcribe text. Its lightweight architecture makes it suitable for on-device applications while maintaining strong performance on multimodal tasks. It can run inference on one image with under 1GB of GPU RAM.
+  tags:
+    - llm
+    - gguf
+    - gpu
+    - cpu
+    - vision
+    - multimodal
+    - smollvlm
+    - image-to-text
+  overrides:
+    parameters:
+      model: SmolVLM-256M-Instruct-Q8_0.gguf
+    mmproj: mmproj-SmolVLM-256M-Instruct-Q8_0.gguf
+  files:
+    - filename: mmproj-SmolVLM-256M-Instruct-Q8_0.gguf
+      sha256: 7e943f7c53f0382a6fc41b6ee0c2def63ba4fded9ab8ed039cc9e2ab905e0edd
+      uri: huggingface://ggml-org/SmolVLM-256M-Instruct-GGUF/mmproj-SmolVLM-256M-Instruct-Q8_0.gguf
+    - filename: SmolVLM-256M-Instruct-Q8_0.gguf
+      sha256: 2a31195d3769c0b0fd0a4906201666108834848db768af11de1d2cef7cd35e65
+      uri: huggingface://ggml-org/SmolVLM-256M-Instruct-GGUF/SmolVLM-256M-Instruct-Q8_0.gguf
 - &qwen3
   url: "github:mudler/LocalAI/gallery/qwen3.yaml@master"
   name: "qwen3-30b-a3b"
diff --git a/gallery/smolvlm.yaml b/gallery/smolvlm.yaml
new file mode 100644
index 00000000..2c4ef47e
--- /dev/null
+++ b/gallery/smolvlm.yaml
@@ -0,0 +1,19 @@
+---
+name: smolvlm
+# yamllint disable-line rule:trailing-spaces
+config_file: |
+    mmap: true
+    template:
+      chat_message: |
+        {{if eq .RoleName "assistant"}}Assistant{{else if eq .RoleName "system"}}System{{else if eq .RoleName "user"}}User{{end}}: {{.Content }}<end_of_utterance>
+      chat: "<|im_start|>\n{{.Input -}}\nAssistant: "
+      completion: |
+        {{-.Input}}
+    f16: true
+    stopwords:
+    - '<|im_end|>'
+    - '<dummy32000>'
+    - '</s>'
+    - '<|'
+    - '<end_of_utterance>'
+    - '<|endoftext|>'

From 1db51044bbeb336aa6d7dc2c159c99352e9e8744 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 20 May 2025 11:25:32 +0200
Subject: [PATCH 673/679] chore(model gallery): add smolvlm-500m-instruct
 (#5413)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 18 ++++++++++++++++++
 1 file changed, 18 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 5553d790..7b4299a1 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -29,6 +29,24 @@
     - filename: SmolVLM-256M-Instruct-Q8_0.gguf
       sha256: 2a31195d3769c0b0fd0a4906201666108834848db768af11de1d2cef7cd35e65
       uri: huggingface://ggml-org/SmolVLM-256M-Instruct-GGUF/SmolVLM-256M-Instruct-Q8_0.gguf
+- !!merge <<: *smolvlm
+  name: "smolvlm-500m-instruct"
+  urls:
+    - https://huggingface.co/HuggingFaceTB/SmolVLM-500M-Instruct
+    - https://huggingface.co/ggml-org/SmolVLM-500M-Instruct-GGUF
+  description: |
+    SmolVLM-500M is a tiny multimodal model, member of the SmolVLM family. It accepts arbitrary sequences of image and text inputs to produce text outputs. It's designed for efficiency. SmolVLM can answer questions about images, describe visual content, or transcribe text. Its lightweight architecture makes it suitable for on-device applications while maintaining strong performance on multimodal tasks. It can run inference on one image with 1.23GB of GPU RAM.
+  overrides:
+    parameters:
+      model: SmolVLM-500M-Instruct-Q8_0.gguf
+    mmproj: mmproj-SmolVLM-500M-Instruct-Q8_0.gguf
+  files:
+    - filename: mmproj-SmolVLM-500M-Instruct-Q8_0.gguf
+      sha256: d1eb8b6b23979205fdf63703ed10f788131a3f812c7b1f72e0119d5d81295150
+      uri: huggingface://ggml-org/SmolVLM-500M-Instruct-GGUF/mmproj-SmolVLM-500M-Instruct-Q8_0.gguf
+    - filename: SmolVLM-500M-Instruct-Q8_0.gguf
+      sha256: 9d4612de6a42214499e301494a3ecc2be0abdd9de44e663bda63f1152fad1bf4
+      uri: huggingface://ggml-org/SmolVLM-500M-Instruct-GGUF/SmolVLM-500M-Instruct-Q8_0.gguf
 - &qwen3
   url: "github:mudler/LocalAI/gallery/qwen3.yaml@master"
   name: "qwen3-30b-a3b"

From 8caaf49f5dea331626b24e88a076774ce99198a9 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 20 May 2025 11:35:01 +0200
Subject: [PATCH 674/679] chore(model gallery): add smolvlm-instruct (#5414)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 19 +++++++++++++++++++
 1 file changed, 19 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 7b4299a1..601de0f3 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -47,6 +47,25 @@
     - filename: SmolVLM-500M-Instruct-Q8_0.gguf
       sha256: 9d4612de6a42214499e301494a3ecc2be0abdd9de44e663bda63f1152fad1bf4
       uri: huggingface://ggml-org/SmolVLM-500M-Instruct-GGUF/SmolVLM-500M-Instruct-Q8_0.gguf
+- !!merge <<: *smolvlm
+  name: "smolvlm-instruct"
+  icon: https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/SmolVLM.png
+  urls:
+    - https://huggingface.co/HuggingFaceTB/SmolVLM-Instruct
+    - https://huggingface.co/ggml-org/SmolVLM-Instruct-GGUF
+  description: |
+    SmolVLM is a compact open multimodal model that accepts arbitrary sequences of image and text inputs to produce text outputs. Designed for efficiency, SmolVLM can answer questions about images, describe visual content, create stories grounded on multiple images, or function as a pure language model without visual inputs. Its lightweight architecture makes it suitable for on-device applications while maintaining strong performance on multimodal tasks.
+  overrides:
+    parameters:
+      model: SmolVLM-Instruct-Q4_K_M.gguf
+    mmproj: mmproj-SmolVLM-Instruct-Q8_0.gguf
+  files:
+    - filename: SmolVLM-Instruct-Q4_K_M.gguf
+      sha256: dc80966bd84789de64115f07888939c03abb1714d431c477dfb405517a554af5
+      uri: https://huggingface.co/ggml-org/SmolVLM-Instruct-GGUF/resolve/main/SmolVLM-Instruct-Q4_K_M.gguf
+    - filename: mmproj-SmolVLM-Instruct-Q8_0.gguf
+      sha256: 86b84aa7babf1ab51a6366d973b9d380354e92c105afaa4f172cc76d044da739
+      uri: https://huggingface.co/ggml-org/SmolVLM-Instruct-GGUF/resolve/main/mmproj-SmolVLM-Instruct-Q8_0.gguf
 - &qwen3
   url: "github:mudler/LocalAI/gallery/qwen3.yaml@master"
   name: "qwen3-30b-a3b"

From 6bc2ae5467c2397ca5bc62246e2aed780163817b Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 20 May 2025 11:36:22 +0200
Subject: [PATCH 675/679] chore(model gallery): add smolvlm2-2.2b-instruct
 (#5415)

chore(model gallery): add smolvlm-instruct

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 19 +++++++++++++++++++
 1 file changed, 19 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 601de0f3..6a470e9b 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -66,6 +66,25 @@
     - filename: mmproj-SmolVLM-Instruct-Q8_0.gguf
       sha256: 86b84aa7babf1ab51a6366d973b9d380354e92c105afaa4f172cc76d044da739
       uri: https://huggingface.co/ggml-org/SmolVLM-Instruct-GGUF/resolve/main/mmproj-SmolVLM-Instruct-Q8_0.gguf
+- !!merge <<: *smolvlm
+  name: "smolvlm2-2.2b-instruct"
+  icon: https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/SmolVLM2_banner.png
+  urls:
+    - https://huggingface.co/HuggingFaceTB/SmolVLM2-2.2B-Instruct
+    - https://huggingface.co/ggml-org/SmolVLM2-2.2B-Instruct-GGUF
+  description: |
+    SmolVLM2-2.2B is a lightweight multimodal model designed to analyze video content. The model processes videos, images, and text inputs to generate text outputs - whether answering questions about media files, comparing visual content, or transcribing text from images. Despite its compact size, requiring only 5.2GB of GPU RAM for video inference, it delivers robust performance on complex multimodal tasks. This efficiency makes it particularly well-suited for on-device applications where computational resources may be limited.
+  overrides:
+    parameters:
+      model: SmolVLM2-2.2B-Instruct-Q4_K_M.gguf
+    mmproj: mmproj-SmolVLM2-2.2B-Instruct-Q8_0.gguf
+  files:
+    - filename: SmolVLM2-2.2B-Instruct-Q4_K_M.gguf
+      sha256: 0cf76814555b8665149075b74ab6b5c1d428ea1d3d01c1918c12012e8d7c9f58
+      uri: huggingface://ggml-org/SmolVLM2-2.2B-Instruct-GGUF/SmolVLM2-2.2B-Instruct-Q4_K_M.gguf
+    - filename: mmproj-SmolVLM2-2.2B-Instruct-Q8_0.gguf
+      sha256: ae07ea1facd07dd3230c4483b63e8cda96c6944ad2481f33d531f79e892dd024
+      uri: huggingface://ggml-org/SmolVLM2-2.2B-Instruct-GGUF/mmproj-SmolVLM2-2.2B-Instruct-Q8_0.gguf
 - &qwen3
   url: "github:mudler/LocalAI/gallery/qwen3.yaml@master"
   name: "qwen3-30b-a3b"

From e0a54de4f52d661311f57a853787ebfd5d250565 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 20 May 2025 11:42:30 +0200
Subject: [PATCH 676/679] chore(model gallery): add
 smolvlm2-500m-video-instruct (#5416)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 21 +++++++++++++++++++++
 1 file changed, 21 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 6a470e9b..077c1267 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -85,6 +85,27 @@
     - filename: mmproj-SmolVLM2-2.2B-Instruct-Q8_0.gguf
       sha256: ae07ea1facd07dd3230c4483b63e8cda96c6944ad2481f33d531f79e892dd024
       uri: huggingface://ggml-org/SmolVLM2-2.2B-Instruct-GGUF/mmproj-SmolVLM2-2.2B-Instruct-Q8_0.gguf
+- !!merge <<: *smolvlm
+  name: "smolvlm2-500m-video-instruct"
+  icon: https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/SmolVLM2_banner.png
+  urls:
+    - https://huggingface.co/HuggingFaceTB/SmolVLM2-500M-Video-Instruct
+    - https://huggingface.co/ggml-org/SmolVLM2-500M-Video-Instruct-GGUF
+  description: |
+    SmolVLM2-500M-Video is a lightweight multimodal model designed to analyze video content.
+    The model processes videos, images, and text inputs to generate text outputs - whether answering questions about media files, comparing visual content, or transcribing text from images. Despite its compact size, requiring only 1.8GB of GPU RAM for video inference, it delivers robust performance on complex multimodal tasks.
+    This efficiency makes it particularly well-suited for on-device applications where computational resources may be limited.
+  overrides:
+    parameters:
+      model: SmolVLM2-500M-Video-Instruct-f16.gguf
+    mmproj: mmproj-SmolVLM2-500M-Video-Instruct-f16.gguf
+  files:
+    - filename: SmolVLM2-500M-Video-Instruct-f16.gguf
+      sha256: 80f7e3f04bc2d3324ac1a9f52f5776fe13a69912adf74f8e7edacf773d140d77
+      uri: huggingface://ggml-org/SmolVLM2-500M-Video-Instruct-GGUF/SmolVLM2-500M-Video-Instruct-f16.gguf
+    - filename: mmproj-SmolVLM2-500M-Video-Instruct-f16.gguf
+      sha256: b5dc8ebe7cbeab66a5369693960a52515d7824f13d4063ceca78431f2a6b59b0
+      uri: huggingface://ggml-org/SmolVLM2-500M-Video-Instruct-GGUF/mmproj-SmolVLM2-500M-Video-Instruct-f16.gguf
 - &qwen3
   url: "github:mudler/LocalAI/gallery/qwen3.yaml@master"
   name: "qwen3-30b-a3b"

From 0d590a4044b4b4fec6046c54213eaeb8216147cf Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 20 May 2025 12:03:02 +0200
Subject: [PATCH 677/679] chore(model gallery): add
 smolvlm2-256m-video-instruct (#5417)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 19 +++++++++++++++++++
 1 file changed, 19 insertions(+)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 077c1267..75046349 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -106,6 +106,25 @@
     - filename: mmproj-SmolVLM2-500M-Video-Instruct-f16.gguf
       sha256: b5dc8ebe7cbeab66a5369693960a52515d7824f13d4063ceca78431f2a6b59b0
       uri: huggingface://ggml-org/SmolVLM2-500M-Video-Instruct-GGUF/mmproj-SmolVLM2-500M-Video-Instruct-f16.gguf
+- !!merge <<: *smolvlm
+  name: "smolvlm2-256m-video-instruct"
+  icon: https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/SmolVLM2_banner.png
+  urls:
+    - https://huggingface.co/HuggingFaceTB/SmolVLM2-256M-Video-Instruct
+    - https://huggingface.co/ggml-org/SmolVLM2-256M-Video-Instruct-GGUF
+  description: |
+    SmolVLM2-256M-Video is a lightweight multimodal model designed to analyze video content. The model processes videos, images, and text inputs to generate text outputs - whether answering questions about media files, comparing visual content, or transcribing text from images. Despite its compact size, requiring only 1.38GB of GPU RAM for video inference. This efficiency makes it particularly well-suited for on-device applications that require specific domain fine-tuning and computational resources may be limited.
+  overrides:
+    parameters:
+      model: SmolVLM2-256M-Video-Instruct-Q8_0.gguf
+    mmproj: mmproj-SmolVLM2-256M-Video-Instruct-Q8_0.gguf
+  files:
+    - filename: SmolVLM2-256M-Video-Instruct-Q8_0.gguf
+      sha256: af7ce9951a2f46c4f6e5def253e5b896ca5e417010e7a9949fdc9e5175c27767
+      uri: huggingface://ggml-org/SmolVLM2-256M-Video-Instruct-GGUF/SmolVLM2-256M-Video-Instruct-Q8_0.gguf
+    - filename: mmproj-SmolVLM2-256M-Video-Instruct-Q8_0.gguf
+      sha256: d34913a588464ff7215f086193e0426a4f045eaba74456ee5e2667d8ed6798b1
+      uri: huggingface://ggml-org/SmolVLM2-256M-Video-Instruct-GGUF/mmproj-SmolVLM2-256M-Video-Instruct-Q8_0.gguf
 - &qwen3
   url: "github:mudler/LocalAI/gallery/qwen3.yaml@master"
   name: "qwen3-30b-a3b"

From 9af09b3f8ca17ea35adcb4d259519eef6e8d986c Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@localai.io>
Date: Tue, 20 May 2025 12:17:21 +0200
Subject: [PATCH 678/679] chore(model gallery): fixup

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 gallery/index.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/gallery/index.yaml b/gallery/index.yaml
index 75046349..7793af81 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -1,5 +1,5 @@
 ---
-- &smolvlm:
+- &smolvlm
   url: "github:mudler/LocalAI/gallery/smolvlm.yaml@master"
   name: "smolvlm-256m-instruct"
   icon: https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/SmolVLM_256_banner.png

From 04a3d8e5acdeccf9818549cd21dc665534424e61 Mon Sep 17 00:00:00 2001
From: Ettore Di Giacinto <mudler@users.noreply.github.com>
Date: Tue, 20 May 2025 12:17:27 +0200
Subject: [PATCH 679/679] feat(ui): add error page to display errors (#5418)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---
 core/http/endpoints/localai/gallery.go |  1 +
 core/http/routes/ui.go                 | 12 +++++-
 core/http/views/error.html             | 56 ++++++++++++++++++++++++++
 3 files changed, 68 insertions(+), 1 deletion(-)
 create mode 100644 core/http/views/error.html

diff --git a/core/http/endpoints/localai/gallery.go b/core/http/endpoints/localai/gallery.go
index 9dc99f5d..c2710991 100644
--- a/core/http/endpoints/localai/gallery.go
+++ b/core/http/endpoints/localai/gallery.go
@@ -120,6 +120,7 @@ func (mgs *ModelGalleryEndpointService) ListModelFromGalleryEndpoint() func(c *f
 
 		models, err := gallery.AvailableGalleryModels(mgs.galleries, mgs.modelPath)
 		if err != nil {
+			log.Error().Err(err).Msg("could not list models from galleries")
 			return err
 		}
 
diff --git a/core/http/routes/ui.go b/core/http/routes/ui.go
index 373a983b..7cfb1aa0 100644
--- a/core/http/routes/ui.go
+++ b/core/http/routes/ui.go
@@ -131,7 +131,17 @@ func RegisterUIRoutes(app *fiber.App,
 			page := c.Query("page")
 			items := c.Query("items")
 
-			models, _ := gallery.AvailableGalleryModels(appConfig.Galleries, appConfig.ModelPath)
+			models, err := gallery.AvailableGalleryModels(appConfig.Galleries, appConfig.ModelPath)
+			if err != nil {
+				log.Error().Err(err).Msg("could not list models from galleries")
+				return c.Status(fiber.StatusInternalServerError).Render("views/error", fiber.Map{
+					"Title":        "LocalAI - Models",
+					"BaseURL":      utils.BaseURL(c),
+					"Version":      internal.PrintableVersion(),
+					"ErrorCode":    "500",
+					"ErrorMessage": err.Error(),
+				})
+			}
 
 			// Get all available tags
 			allTags := map[string]struct{}{}
diff --git a/core/http/views/error.html b/core/http/views/error.html
new file mode 100644
index 00000000..83ce0438
--- /dev/null
+++ b/core/http/views/error.html
@@ -0,0 +1,56 @@
+<!DOCTYPE html>
+<html lang="en">
+{{template "views/partials/head" .}}
+
+<body class="bg-gradient-to-br from-gray-900 to-gray-950 text-gray-200">
+<div class="flex flex-col min-h-screen">
+
+    {{template "views/partials/navbar" .}}
+
+    <div class="container mx-auto px-4 py-8 flex-grow">
+        <!-- Error Section -->
+        <div class="bg-gradient-to-r from-blue-900/30 to-indigo-900/30 rounded-2xl shadow-xl p-8 mb-10">
+            <div class="max-w-4xl mx-auto text-center">
+                <div class="mb-6 text-6xl text-blue-400">
+                    <i class="fas fa-exclamation-circle"></i>
+                </div>
+                <h1 class="text-4xl md:text-5xl font-bold text-white mb-4">
+                    <span class="bg-clip-text text-transparent bg-gradient-to-r from-blue-400 to-indigo-400">
+                        {{if .ErrorCode}}{{.ErrorCode}}{{else}}Error{{end}}
+                    </span>
+                </h1>
+                <p class="text-xl text-gray-300 mb-6">{{if .ErrorMessage}}{{.ErrorMessage}}{{else}}An unexpected error occurred{{end}}</p>
+                <div class="flex flex-wrap justify-center gap-4">
+                    <a href="./" 
+                       class="group flex items-center bg-blue-600 hover:bg-blue-700 text-white py-2 px-6 rounded-lg transition duration-300 ease-in-out transform hover:scale-105 hover:shadow-lg">
+                        <i class="fas fa-home mr-2"></i>
+                        <span>Return Home</span>
+                        <i class="fas fa-arrow-right opacity-0 group-hover:opacity-100 group-hover:translate-x-2 ml-2 transition-all duration-300"></i>
+                    </a>
+                    <a href="browse" 
+                       class="group flex items-center bg-indigo-600 hover:bg-indigo-700 text-white py-2 px-6 rounded-lg transition duration-300 ease-in-out transform hover:scale-105 hover:shadow-lg">
+                        <i class="fas fa-images mr-2"></i>
+                        <span>Browse Gallery</span>
+                        <i class="fas fa-arrow-right opacity-0 group-hover:opacity-100 group-hover:translate-x-2 ml-2 transition-all duration-300"></i>
+                    </a>
+                </div>
+            </div>
+        </div>
+
+        <!-- Additional Information -->
+        <div class="bg-gray-800/50 border border-gray-700/50 rounded-xl p-8 shadow-md backdrop-blur-sm">
+            <div class="text-center max-w-3xl mx-auto">
+                <div class="inline-flex items-center justify-center w-16 h-16 rounded-full bg-yellow-500/20 mb-4">
+                    <i class="text-yellow-400 text-2xl fa-solid fa-triangle-exclamation"></i>
+                </div>
+                <h2 class="text-2xl md:text-3xl font-semibold text-gray-100 mb-4">Need help?</h2>
+                <p class="text-lg text-gray-300 mb-6">Visit our <a class="text-blue-400 hover:text-blue-300 underline underline-offset-2" href="browse">🖼️ Gallery</a> or check the <a href="https://localai.io/basics/getting_started/" class="text-blue-400 hover:text-blue-300 underline underline-offset-2"> <i class="fa-solid fa-book"></i> Getting started documentation</a></p>
+            </div>
+        </div>
+    </div>
+
+    {{template "views/partials/footer" .}}
+</div>
+
+</body>
+</html> 
\ No newline at end of file