diff --git a/README.md b/README.md
index d813bfc0..d6dd7222 100644
--- a/README.md
+++ b/README.md
@@ -123,11 +123,11 @@ We provided a series of tutorials about the basic usage of MMPreTrain for new us
 - [Learn about Configs](https://mmpretrain.readthedocs.io/en/latest/user_guides/config.html)
 - [Prepare Dataset](https://mmpretrain.readthedocs.io/en/latest/user_guides/dataset_prepare.html)
 - [Inference with existing models](https://mmpretrain.readthedocs.io/en/latest/user_guides/inference.html)
-- [Train](https://mmpretrain.readthedocs.io/en/pretrain/user_guides/train.html)
-- [Test](https://mmpretrain.readthedocs.io/en/pretrain/user_guides/test.html)
-- [Downstream tasks](https://mmpretrain.readthedocs.io/en/pretrain/user_guides/downstream.html)
+- [Train](https://mmpretrain.readthedocs.io/en/latest/user_guides/train.html)
+- [Test](https://mmpretrain.readthedocs.io/en/latest/user_guides/test.html)
+- [Downstream tasks](https://mmpretrain.readthedocs.io/en/latest/user_guides/downstream.html)
 
-For more information, please refer to [our documentation](https://mmpretrain.readthedocs.io/en/pretrain/).
+For more information, please refer to [our documentation](https://mmpretrain.readthedocs.io/en/latest/).
 
 ## Model zoo
 
diff --git a/README_zh-CN.md b/README_zh-CN.md
index a62da9f9..f544b8f4 100644
--- a/README_zh-CN.md
+++ b/README_zh-CN.md
@@ -120,11 +120,11 @@ mim install -e .
 - [学习配置文件](https://mmpretrain.readthedocs.io/zh_CN/latest/user_guides/config.html)
 - [准备数据集](https://mmpretrain.readthedocs.io/zh_CN/latest/user_guides/dataset_prepare.html)
 - [使用现有模型推理](https://mmpretrain.readthedocs.io/zh_CN/latest/user_guides/inference.html)
-- [训练](https://mmpretrain.readthedocs.io/zh_CN/pretrain/user_guides/train.html)
-- [测试](https://mmpretrain.readthedocs.io/zh_CN/pretrain/user_guides/test.html)
-- [下游任务](https://mmpretrain.readthedocs.io/zh_CN/pretrain/user_guides/downstream.html)
+- [训练](https://mmpretrain.readthedocs.io/zh_CN/latest/user_guides/train.html)
+- [测试](https://mmpretrain.readthedocs.io/zh_CN/latest/user_guides/test.html)
+- [下游任务](https://mmpretrain.readthedocs.io/zh_CN/latest/user_guides/downstream.html)
 
-关于更多的信息，请查阅我们的 [相关文档](https://mmpretrain.readthedocs.io/zh_CN/pretrain/)。
+关于更多的信息，请查阅我们的 [相关文档](https://mmpretrain.readthedocs.io/zh_CN/latest/)。
 
 ## 模型库