diff --git a/README.md b/README.md
index 7ed5fb9..6471b43 100644
--- a/README.md
+++ b/README.md
@@ -732,20 +732,25 @@ minimind模型本身没有使用较大的数据集训练，也没有针对回答
 # 📌 Acknowledge
 
 > [!NOTE]
-> 如果您觉得 `MiniMind`对您有所帮助，请在 GitHub 上给一个 ⭐️。您的支持是我们持续改进项目的动力！篇幅不短水平有限难免纰漏，欢迎提issue交流指正。
+> 如果您觉得 `MiniMind`对您有所帮助，请在 GitHub 上给一个 ⭐️。您的支持是我们持续改进项目的动力！篇幅不短水平有限难免纰漏，欢迎在issue交流和指正。
 
 
-## 🎉Top contributors
+
+## 🤝贡献者
+
+<br/>
 
 <a href="https://github.com/jingyaogong/minimind/graphs/contributors">
   <img src="https://contrib.rocks/image?repo=jingyaogong/minimind" />
 </a>
 
-
-## ✨感谢各位的支持！
+## 🫶感谢支持！
 
 [![Stargazers repo roster for @jingyaogong/minimind](https://reporoster.com/stars/jingyaogong/minimind)](https://github.com/jingyaogong/minimind/stargazers)
 
+[![Forkers repo roster for @jingyaogong/minimind](https://reporoster.com/forks/jingyaogong/minimind)](https://github.com/jingyaogong/minimind/network/members)
+
+
 ![Star History Chart](https://api.star-history.com/svg?repos=jingyaogong/minimind&type=Date)
 
 
diff --git a/README_en.md b/README_en.md
index e3de6fb..c4c61c8 100644
--- a/README_en.md
+++ b/README_en.md
@@ -814,16 +814,18 @@ This suggests that the model performs well in logical reasoning, foundational sc
 > If you find `MiniMind` helpful, please give us a ⭐️ on GitHub. Your support is the driving force behind our continuous efforts to improve the project! Due to the length and limited expertise, there may be some errors. We welcome any issues for discussion and correction.
 
 
-## 🎉 Top Contributors
-
+## 🤝Contributors
+<br/>
 <a href="https://github.com/jingyaogong/minimind/graphs/contributors">
   <img src="https://contrib.rocks/image?repo=jingyaogong/minimind" />
 </a>
 
 
-## ✨ Thank You for Your Support!
+## 🫶Thank You for Your Support!
 [![Stargazers repo roster for @jingyaogong/minimind](https://reporoster.com/stars/jingyaogong/minimind)](https://github.com/jingyaogong/minimind/stargazers)
 
+[![Forkers repo roster for @jingyaogong/minimind](https://reporoster.com/forks/jingyaogong/minimind)](https://github.com/jingyaogong/minimind/network/members)
+
 ![Star History Chart](https://api.star-history.com/svg?repos=jingyaogong/minimind&type=Date)