diff --git a/README.md b/README.md
index 3565f8ae..9720bc1b 100644
--- a/README.md
+++ b/README.md
@@ -24,6 +24,7 @@
     <a href='https://fudan-generative-vision.github.io/hallo/#/'><img src='https://img.shields.io/badge/Project-HomePage-Green'></a>
     <a href='https://arxiv.org/pdf/2406.08801'><img src='https://img.shields.io/badge/Paper-Arxiv-red'></a>
     <a href='https://huggingface.co/fudan-generative-ai/hallo'><img src='https://img.shields.io/badge/%F0%9F%A4%97%20HuggingFace-Model-yellow'></a>
+    <a href='https://huggingface.co/fudan-generative-ai/hallo'><img src='https://img.shields.io/badge/%F0%9F%A4%97%20HuggingFace-Demo-yellow'></a>
     <a href='https://www.modelscope.cn/models/fudan-generative-vision/Hallo/summary'><img src='https://img.shields.io/badge/Modelscope-Model-purple'></a>
     <a href='assets/wechat.jpeg'><img src='https://badges.aleen42.com/src/wechat.svg'></a>
 </div>
@@ -64,6 +65,8 @@ Explore [more examples](https://fudan-generative-vision.github.io/hallo).
 
 ## 📰 News
 
+- **`2024/06/21`**: 🚀🚀🚀 Cloned a Gradio demo on [🤗Huggingface space](https://huggingface.co/spaces/fudan-generative-ai/hallo).
+- **`2024/06/20`**: 🌟🌟🌟 Received numerous contributions from the community, including a [Windows version](https://github.com/sdbds/hallo-for-windows), [ComfyUI](https://github.com/AIFSH/ComfyUI-Hallo), [WebUI](https://github.com/fudan-generative-vision/hallo/pull/51), and [Docker template](https://github.com/ashleykleynhans/hallo-docker).
 - **`2024/06/15`**: ✨✨✨ Released some images and audios for inference testing on [🤗Huggingface](https://huggingface.co/datasets/fudan-generative-ai/hallo_inference_samples).
 - **`2024/06/15`**: 🎉🎉🎉 Launched the first version on 🫡[GitHub](https://github.com/fudan-generative-vision/hallo).
 
@@ -236,7 +239,6 @@ options:
 | :----: | :---------------------------------------------------------------------------------------------------- | :--------: |
 |   ✅   | **[Inference source code meet everyone on GitHub](https://github.com/fudan-generative-vision/hallo)** | 2024-06-15 |
 |   ✅   | **[Pretrained models on Huggingface](https://huggingface.co/fudan-generative-ai/hallo)**              | 2024-06-15 |
-| 🚧 | **[Optimizing Inference Performance]()**                                                | 2024-06-23 |
 | 🚧 | **[Optimizing Performance on images with a resolution of 256x256.]()**                                                | 2024-06-23 |
 | 🚀 | **[Improving the model's performance on Mandarin Chinese]()**                                                    |    2024-06-25     |
 | 🚀 | **[Releasing data preparation and training scripts]()**                                                | 2024-06-28 |
@@ -244,10 +246,10 @@ options:
 <details>
 <summary>Other Enhancements</summary>
 
-- [ ] Enhancement: Test and ensure compatibility with Windows operating system. [#39](https://github.com/fudan-generative-vision/hallo/issues/39)
-- [ ] Bug: Output video may lose several frames. [#41](https://github.com/fudan-generative-vision/hallo/issues/41)
+- [x] Enhancement: Test and ensure compatibility with Windows operating system. [#39](https://github.com/fudan-generative-vision/hallo/issues/39)
+- [x] Bug: Output video may lose several frames. [#41](https://github.com/fudan-generative-vision/hallo/issues/41)
 - [ ] Bug: Sound volume affecting inference results (audio normalization).
-- [ ] Enhancement: Inference code logic optimization.
+- [ ] ~~Enhancement: Inference code logic optimization~~. This solution doesn't show significant performance improvements. Trying other approaches.
 - [ ] Enhancement: Enhancing performance on low resolutions(256x256) to support more efficient usage.
 
 </details>