diff --git a/README.md b/README.md
index 2d8e777..a2ad982 100644
--- a/README.md
+++ b/README.md
@@ -419,7 +419,7 @@ MobileLLM提出架构的深度比宽度更重要，「深而窄」的「瘦长
 |-------------------|--------|-----------------------------|----------------------------------------------------------------|----------------------------------------------------------------|----------------------------------------------------------------|
 | minimind-v1-small | 26M    | d_model=512<br/>n_layers=8  | [链接](https://pan.baidu.com/s/1wP_cAIc8cgaJ6CxUmR9ECQ?pwd=6666) | [链接](https://pan.baidu.com/s/1_COe0FQRDmeapSsvArahCA?pwd=6666) | [链接](https://pan.baidu.com/s/1GsGsWSL0Dckl0YPRXiBIFQ?pwd=6666) |
 | minimind-v1-moe   | 4×26M  | d_model=512<br/>n_layers=8  | [链接](https://pan.baidu.com/s/1IZdkzPRhbZ_bSsRL8vInjg?pwd=6666) | [链接](https://pan.baidu.com/s/1tqB-GMvuiGQBvEl-yZ-oBw?pwd=6666) | [链接](https://pan.baidu.com/s/1GHJ2T4904EcT1u8l1rVqtg?pwd=6666) |
-| minimind-v1       | 108M   | d_model=768<br/>n_layers=16 | -                                                              | [链接](https://pan.baidu.com/s/1p713loS7EfwHQf3G9eYI3Q?pwd=6666) | [链接](https://pan.baidu.com/s/12iHGpAs6R0kqsOnGtgK6vQ?pwd=6666) |
+| minimind-v1       | 108M   | d_model=768<br/>n_layers=16 | [链接](https://pan.baidu.com/s/1B60jYo4T8OmJI0ooqsixaA?pwd=6666) | [链接](https://pan.baidu.com/s/1p713loS7EfwHQf3G9eYI3Q?pwd=6666) | [链接](https://pan.baidu.com/s/12iHGpAs6R0kqsOnGtgK6vQ?pwd=6666) |
 
 ---
 
@@ -688,6 +688,9 @@ minimind模型本身没有使用较大的数据集训练，也没有针对回答
 <a href="https://github.com/ipfgao"><b>@ipfgao</b></a>:
 <a href="https://github.com/jingyaogong/minimind/issues/26">🔗训练步骤记录</a>
 
+<a href="https://github.com/chuanzhubin"><b>@chuanzhubin</b></a>:
+<a href="https://github.com/jingyaogong/minimind/pull/34">🔗代码逐行注释</a>
+
 ## 🫶支持者
 
 <a href="https://github.com/jingyaogong/minimind/stargazers">