update readme

README.md

@@ -18,6 +18,10 @@
 
 **LightX2V** is an advanced lightweight video generation inference framework engineered to deliver efficient, high-performance video synthesis solutions. This unified platform integrates multiple state-of-the-art video generation techniques, supporting diverse generation tasks including text-to-video (T2V) and image-to-video (I2V). **X2V represents the transformation of different input modalities (X, such as text or images) into video output (V)**.
 
+## 💡 Quick Start
+
+For comprehensive usage instructions, please refer to our documentation: **[English Docs](https://lightx2v-en.readthedocs.io/en/latest/) | [中文文档](https://lightx2v-zhcn.readthedocs.io/zh-cn/latest/)**
+
 ## 🚀 Core Features
 
 ### 🎯 **Ultimate Performance Optimization**
@@ -36,10 +40,6 @@
 - **📱 Flexible Deployment Options**: Support for Gradio, service deployment, ComfyUI and other deployment methods
 - **🎛️ Dynamic Resolution Inference**: Adaptive resolution adjustment for optimal generation quality
 
-## 💡 Quick Start
-
-For comprehensive usage instructions, please refer to our documentation: **[English Docs](https://lightx2v-en.readthedocs.io/en/latest/) | [中文文档](https://lightx2v-zhcn.readthedocs.io/zh-cn/latest/)**
-
 ## 🤖 Supported Model Ecosystem
 
 ### Official Open-Source Models

README_zh.md

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 **LightX2V** 是一个先进的轻量级视频生成推理框架，专为提供高效、高性能的视频合成解决方案而设计。该统一平台集成了多种前沿的视频生成技术，支持文本生成视频(T2V)和图像生成视频(I2V)等多样化生成任务。**X2V 表示将不同的输入模态(X，如文本或图像)转换为视频输出(V)**。
 
+## 💡 快速开始
+
+详细使用说明请参考我们的文档：**[英文文档](https://lightx2v-en.readthedocs.io/en/latest/) | [中文文档](https://lightx2v-zhcn.readthedocs.io/zh-cn/latest/)**
+
 ## 🚀 核心特性
 
 ### 🎯 **极致性能优化**
@@ -36,10 +40,6 @@
 - **📱 灵活部署选择**: 支持Gradio、服务化部署、ComfyUI等多种部署方式
 - **🎛️ 动态分辨率推理**: 自适应分辨率调整，优化生成质量
 
-## 💡 快速开始
-
-详细使用说明请参考我们的文档：**[英文文档](https://lightx2v-en.readthedocs.io/en/latest/) | [中文文档](https://lightx2v-zhcn.readthedocs.io/zh-cn/latest/)**
-
 ## 🤖 支持的模型生态
 
 ### 官方开源模型