diff --git a/gallery/index.yaml b/gallery/index.yaml
index 7ff91dd7..3274c120 100644
--- a/gallery/index.yaml
+++ b/gallery/index.yaml
@@ -952,7 +952,6 @@
       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
@@ -1611,6 +1610,7 @@
       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: |
@@ -1765,7 +1765,7 @@
       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
@@ -2395,7 +2395,7 @@
       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: |
@@ -3595,7 +3595,7 @@
       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
@@ -3713,7 +3713,6 @@
 - !!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
@@ -3728,7 +3727,7 @@
       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
@@ -5364,7 +5363,7 @@
       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:
 
@@ -5402,7 +5401,7 @@
       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:
@@ -8480,7 +8479,7 @@
   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