Update README.md

README.md

@@ -1,18 +1,30 @@
 # A Task is Worth One Word: Learning with Task Prompts for High-Quality Versatile Image Inpainting
 
-**[Project Page](https://powerpaint.github.io/) | [Paper](https://arxiv.org/abs/2312.03594)**
+### [Project Page](https://powerpaint.github.io/) | [Paper](https://arxiv.org/abs/2312.03594) | [Online Demo(OpenXlab)](https://openxlab.org.cn/apps/detail/rangoliu/PowerPaint#basic-information)
 
 This README provides a step-by-step guide to download the repository, set up the required virtual environment named "PowerPaint" using conda, and run PowerPaint with or without ControlNet.
 
-**Stronger Model Weights and Online Demo Coming Soon！**
+## 🚀 News
 
+**December 18, 2023**
+
+*Enhanced PowerPaint Model*
+
+- We are delighted to announce the release of more stable model weights. These refined weights can now be accessed on [Hugging Face](https://huggingface.co/JunhaoZhuang/PowerPaint-v1/tree/main). The `gradio_PowerPaint.py` file and [Online Demo](https://openxlab.org.cn/apps/detail/rangoliu/PowerPaint) have also been updated as part of this release.
+
+
+## Next
+
+**Stronger Model Weights Coming Soon！**
+
+________________
 <img src='https://github.com/open-mmlab/mmagic/assets/12782558/acd01391-c73f-4997-aafd-0869aebcc915'/>
 
 ## Getting Started
 
 ```bash
 # Clone the Repository
-git clone https://github.com/open-mmlab/mmagic.git
+git clone https://github.com/zhuang2002/PowerPaint.git
 
 # Navigate to the Repository
 cd projects/powerpaint
@@ -57,4 +69,4 @@ Feel free to explore and create stunning images with PowerPaint!
       archivePrefix={arXiv},
       primaryClass={cs.CV}
 }
-```
+```