update awq

README.md

@@ -1268,6 +1268,7 @@ Open `http://localhost:8000/` in browser and enjoy the vision mode chatbot.
 | MiniCPM-V 4.5| GPU | 18 GB  | The latest version, strong end-side multimodal performance for single image, multi-image and video understanding.   |  [🤗](https://huggingface.co/openbmb/MiniCPM-V-4_5) &nbsp;&nbsp; [<img src="./assets/modelscope_logo.png" width="20px"></img>](https://modelscope.cn/models/OpenBMB/MiniCPM-V-4_5) |
 | MiniCPM-V 4.5 gguf | CPU | 8 GB  | The gguf version, lower memory usage and faster inference.   |  [🤗](https://huggingface.co/openbmb/MiniCPM-V-4_5-gguf) &nbsp;&nbsp; [<img src="./assets/modelscope_logo.png" width="20px"></img>](https://modelscope.cn/models/OpenBMB/MiniCPM-V-4_5-gguf) |
 | MiniCPM-V 4.5 int4 | GPU | 9 GB  | The int4 quantized version, lower GPU memory usage.   |  [🤗](https://huggingface.co/openbmb/MiniCPM-V-4_5-int4) &nbsp;&nbsp; [<img src="./assets/modelscope_logo.png" width="20px"></img>](https://modelscope.cn/models/OpenBMB/MiniCPM-V-4_5-int4) |
+| MiniCPM-V 4.5 AWQ | GPU | 9 GB  | The int4 quantized version, lower GPU memory usage.   |  [🤗](https://huggingface.co/openbmb/MiniCPM-V-4_5-AWQ) &nbsp;&nbsp; [<img src="./assets/modelscope_logo.png" width="20px"></img>](https://modelscope.cn/models/OpenBMB/MiniCPM-V-4_5-AWQ) |
 | MiniCPM-o 2.6| GPU | 18 GB  | The latest version, achieving GPT-4o level performance for vision, speech and multimodal live streaming on end-side devices.   |  [🤗](https://huggingface.co/openbmb/MiniCPM-o-2_6) &nbsp;&nbsp; [<img src="./assets/modelscope_logo.png" width="20px"></img>](https://modelscope.cn/models/OpenBMB/MiniCPM-o-2_6) |
 | MiniCPM-o 2.6 gguf | CPU | 8 GB  | The gguf version, lower memory usage and faster inference.   |  [🤗](https://huggingface.co/openbmb/MiniCPM-o-2_6-gguf) &nbsp;&nbsp; [<img src="./assets/modelscope_logo.png" width="20px"></img>](https://modelscope.cn/models/OpenBMB/MiniCPM-o-2_6-gguf) |
 | MiniCPM-o 2.6 int4 | GPU | 9 GB  | The int4 quantized version, lower GPU memory usage.   |  [🤗](https://huggingface.co/openbmb/MiniCPM-o-2_6-int4) &nbsp;&nbsp; [<img src="./assets/modelscope_logo.png" width="20px"></img>](https://modelscope.cn/models/OpenBMB/MiniCPM-o-2_6-int4) |

README_zh.md

@@ -1198,6 +1198,7 @@ python web_demos/minicpm-o_2.6/chatbot_web_demo_o2.6.py
 | MiniCPM-V 4.5| GPU | 18 GB  | 提供出色的端侧单图、多图、视频理解能力。   |  [🤗](https://huggingface.co/openbmb/MiniCPM-V-4_5) &nbsp;&nbsp; [<img src="./assets/modelscope_logo.png" width="20px"></img>](https://modelscope.cn/models/OpenBMB/MiniCPM-V-4_5) |
 | MiniCPM-V 4.5 gguf | CPU | 8 GB  | gguf 版本，更低的内存占用和更高的推理效率。   |  [🤗](https://huggingface.co/openbmb/MiniCPM-V-4_5-gguf) &nbsp;&nbsp; [<img src="./assets/modelscope_logo.png" width="20px"></img>](https://modelscope.cn/models/OpenBMB/MiniCPM-V-4_5-gguf) |
 | MiniCPM-V 4.5 int4 | GPU | 9 GB  | int4量化版，更低显存占用   |  [🤗](https://huggingface.co/openbmb/MiniCPM-V-4_5-int4) &nbsp;&nbsp; [<img src="./assets/modelscope_logo.png" width="20px"></img>](https://modelscope.cn/models/OpenBMB/MiniCPM-V-4_5-int4) |
+| MiniCPM-V 4.5 AWQ | GPU | 9 GB  | int4量化版，更低显存占用   |  [🤗](https://huggingface.co/openbmb/MiniCPM-V-4_5-AWQ) &nbsp;&nbsp; [<img src="./assets/modelscope_logo.png" width="20px"></img>](https://modelscope.cn/models/OpenBMB/MiniCPM-V-4_5-AWQ) |
 | MiniCPM-o 2.6| GPU | 18 GB  | 最新版本，提供端侧 GPT-4o 级的视觉、语音、多模态流式交互能力。   |  [🤗](https://huggingface.co/openbmb/MiniCPM-o-2_6) &nbsp;&nbsp; [<img src="./assets/modelscope_logo.png" width="20px"></img>](https://modelscope.cn/models/OpenBMB/MiniCPM-o-2_6) |
 | MiniCPM-o 2.6 gguf | CPU | 8 GB  | gguf 版本，更低的内存占用和更高的推理效率。   |  [🤗](https://huggingface.co/openbmb/MiniCPM-o-2_6-gguf) &nbsp;&nbsp; [<img src="./assets/modelscope_logo.png" width="20px"></img>](https://modelscope.cn/models/OpenBMB/MiniCPM-o-2_6-gguf) |
 | MiniCPM-o 2.6 int4 | GPU | 9 GB  | int4量化版，更低显存占用。   |  [🤗](https://huggingface.co/openbmb/MiniCPM-o-2_6-int4) &nbsp;&nbsp; [<img src="./assets/modelscope_logo.png" width="20px"></img>](https://modelscope.cn/models/OpenBMB/MiniCPM-o-2_6-int4) |