Enhance autogptq backend to support VL models (#1860)

* Enhance autogptq backend to support VL models

* update dependencies for autogptq

* remove redundant auto-gptq dependency

* Convert base64 to image_url for Qwen-VL model

* implemented model inference for qwen-vl

* remove user prompt from generated answer

* fixed write image error

---------

Co-authored-by: Binghua Wu <bingwu@estee.com>

backend/python/autogptq/autogptq.yml

@@ -1,3 +1,7 @@
+####
+# Attention! This file is abandoned. 
+# Please use the ../common-env/transformers/transformers.yml file to manage dependencies.
+###
 name: autogptq
 channels:
   - defaults
@@ -24,12 +28,12 @@ dependencies:
   - xz=5.4.2=h5eee18b_0
   - zlib=1.2.13=h5eee18b_0
   - pip:
-      - accelerate==0.23.0
+      - accelerate==0.27.0
       - aiohttp==3.8.5
       - aiosignal==1.3.1
       - async-timeout==4.0.3
       - attrs==23.1.0
-      - auto-gptq==0.4.2
+      - auto-gptq==0.7.1
       - certifi==2023.7.22
       - charset-normalizer==3.3.0
       - datasets==2.14.5
@@ -59,6 +63,7 @@ dependencies:
       - nvidia-nccl-cu12==2.18.1
       - nvidia-nvjitlink-cu12==12.2.140
       - nvidia-nvtx-cu12==12.1.105
+      - optimum==1.17.1
       - packaging==23.2
       - pandas==2.1.1
       - peft==0.5.0
@@ -75,9 +80,11 @@ dependencies:
       - six==1.16.0
       - sympy==1.12
       - tokenizers==0.14.0
-      - torch==2.1.0
       - tqdm==4.66.1
+      - torch==2.2.1
+      - torchvision==0.17.1
       - transformers==4.34.0
+      - transformers_stream_generator==0.0.5
       - triton==2.1.0
       - typing-extensions==4.8.0
       - tzdata==2023.3