diff --git a/README.md b/README.md
index 61151ba..0e498b7 100644
--- a/README.md
+++ b/README.md
@@ -462,7 +462,8 @@ We deploy MiniCPM-V 2.0 on end devices. The demo video is the raw screen recordi
 
 ## Chat with Our Demo on Gradio
 
-We provide online and local demos powered by HuggingFace [Gradio](https://www.gradio.app/guides/quickstart), the most popular model deployment framework nowadays. It supports streaming outputs, progress bars, queuing, alerts,  and other useful features.
+We provide online and local demos powered by HuggingFace [Gradio](https://github.com/gradio-app/gradio), the most popular model deployment framework nowadays. It supports streaming outputs, progress bars, queuing, alerts,  and other useful features.
+
 
 ### Online Demo <!-- omit in toc --> 
 
diff --git a/README_en.md b/README_en.md
index 70f3bd0..0e498b7 100644
--- a/README_en.md
+++ b/README_en.md
@@ -462,7 +462,8 @@ We deploy MiniCPM-V 2.0 on end devices. The demo video is the raw screen recordi
 
 ## Chat with Our Demo on Gradio
 
-We provide online and local demos powered by HuggingFace [Gradio](https://www.gradio.app/guides/quickstart), the most popular model deployment framework nowadays. It supports streaming outputs, progress bars, queuing, alerts,  and other useful features.
+We provide online and local demos powered by HuggingFace [Gradio](https://github.com/gradio-app/gradio), the most popular model deployment framework nowadays. It supports streaming outputs, progress bars, queuing, alerts,  and other useful features.
+
 
 ### Online Demo <!-- omit in toc --> 
 
@@ -657,8 +658,11 @@ Best Practices：[MiniCPM-V 1.0](https://github.com/modelscope/swift/blob/main/d
 ## Model License <!-- omit in toc -->
 
 * This repository is released under the [Apache-2.0](https://github.com/OpenBMB/MiniCPM/blob/main/LICENSE) License. 
+
 * The usage of MiniCPM-V model weights must strictly follow [MiniCPM Model License.md](https://github.com/OpenBMB/MiniCPM/blob/main/MiniCPM%20Model%20License.md).
+
 * The models and weights of MiniCPM are completely free for academic research. after filling out a ["questionnaire"](https://modelbest.feishu.cn/share/base/form/shrcnpV5ZT9EJ6xYjh3Kx0J6v8g) for registration, are also available for free commercial use.
+  
 
 ## Statement <!-- omit in toc -->
 
diff --git a/README_zh.md b/README_zh.md
index 08650ec..c29cbb6 100644
--- a/README_zh.md
+++ b/README_zh.md
@@ -472,7 +472,7 @@
 
 ## Demo
 
-我们提供由 Hugging Face [Gradio](https://www.gradio.app/guides/quickstart) 支持的在线和本地 Demo。Gradio 是目前最流行的模型部署框架，支持流式输出、进度条、process bars 和其他常用功能。
+我们提供由 Hugging Face [Gradio](https://github.com/gradio-app/gradio) 支持的在线和本地 Demo。Gradio 是目前最流行的模型部署框架，支持流式输出、进度条、process bars 和其他常用功能。
 
 ### Online Demo <!-- omit in toc -->