diff --git a/README.md b/README.md
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--- a/README.md
+++ b/README.md
@@ -44,9 +44,9 @@
   
 ## Quick Start
 
-If your server is facing poor connection to Huggingface, we provide an alternative way to [Download_Weights_from_ModelScope](/model_zoo#modelscope). Click in to see details.
+If your server is facing poor connection to Huggingface, we provide an alternative way to [Download Weights from ModelScope](model_zoo/#modelscope). Click in to see details.
 
-对于中国大陆地区的使用者，若您的服务器连接huggingface存在一些困难，我们亦提供通过*魔搭*下载权重的方式。敬请点击参阅[指南](use_with_modelscope/).
+对于中国大陆地区的使用者，若您的服务器连接huggingface存在一些困难，我们亦提供通过*魔搭*下载权重的方式。敬请点击参阅[指南](model_zoo/#modelscope)。