diff --git a/README.md b/README.md
index 71eda81..bba2b9d 100644
--- a/README.md
+++ b/README.md
@@ -1909,6 +1909,8 @@ python llmexport.py --path /path/to/模型路径/ --export mnn --hqq --dst_path
 
 * [@Nijikadesu](https://github.com/Nijikadesu)：[🔗以交互笔记本方式分解项目代码](https://github.com/jingyaogong/minimind/issues/213)
 
+* [@jaylearnstocode](https://github.com/jaylearnstocode)：[🔗模型结构、注意力机制与训练流程可视化](https://llm-visualization-minimind.vercel.app/)
+
 
 致谢以下优秀的论文与项目：
 
diff --git a/README_en.md b/README_en.md
index f881ca8..f5ec1b7 100644
--- a/README_en.md
+++ b/README_en.md
@@ -1909,6 +1909,8 @@ Thanks to the following contributors for sharing training notes, data processing
 
 * [@Nijikadesu](https://github.com/Nijikadesu): [🔗Breaking Down Project Code in Interactive Notebook Format](https://github.com/jingyaogong/minimind/issues/213)
 
+* [@jaylearnstocode](https://github.com/jaylearnstocode): [🔗Visualization of Model Architecture, Attention Mechanisms, and Training Pipelines](https://llm-visualization-minimind.vercel.app/)
+
 
 Thanks also to the following papers and projects: