update README (#159)

Author: akaitsuki-ii

README.md

@@ -23,9 +23,10 @@ and offloading strategies, enabling loading of larger diffusion models (e.g., Fl
 
 ## News
 
-- **[v0.4.1](https://github.com/modelscope/DiffSynth-Engine/releases/tag/v0.4.1)** | **August 4, 2025**: 🔥Supports [Qwen-Image](https://www.modelscope.cn/models/Qwen/Qwen-Image), an image generation model excels at complex text rendering and creating images in a wide range of artistic styles.
+- **[v0.5.0](https://github.com/modelscope/DiffSynth-Engine/releases/tag/v0.5.0)** | **August 27, 2025**: ![Image](assets/tongyi.svg) Supports [Qwen-Image-Edit](https://modelscope.cn/models/Qwen/Qwen-Image-Edit), the image editing version of Qwen-Image, enabling semantic/appearance visual editing, and precise text editing
+- **[v0.4.1](https://github.com/modelscope/DiffSynth-Engine/releases/tag/v0.4.1)** | **August 4, 2025**: ![Image](assets/tongyi.svg) Supports [Qwen-Image](https://www.modelscope.cn/models/Qwen/Qwen-Image), an image generation model excels at complex text rendering and creating images in a wide range of artistic styles
 - **[v0.4.0](https://github.com/modelscope/DiffSynth-Engine/releases/tag/v0.4.0)** | **August 1, 2025**:
-  - 🔥Supports [Wan2.2](https://modelscope.cn/collections/tongyiwanxiang-22--shipinshengcheng-2bb5b1adef2840) video generation model
+  - ![Image](assets/tongyi.svg) Supports [Wan2.2](https://modelscope.cn/collections/tongyiwanxiang-22--shipinshengcheng-2bb5b1adef2840) video generation model
   - ⚠️[**Breaking Change**] Improved `from_pretrained` method pipeline initialization
 
 ## Quick Start