diff --git a/docs/README.md b/docs/README.md
index bc6efe6efb..403c729c6a 100644
--- a/docs/README.md
+++ b/docs/README.md
@@ -84,7 +84,7 @@ The `preview` command only works with existing doc files. When you add a complet
 Accepted files are Markdown (.md or .md).
 
 Create a file with its extension and put it in the source directory. You can then link it to the toc-tree by putting
-the filename without the extension in the [`_toctree.yml`](https://github.com/huggingface/transformers/blob/main/docs/source/_toctree.yml) file.
+the filename without the extension in the [`_toctree.yml`](https://github.com/huggingface/transformers/blob/main/docs/source/en/_toctree.yml) file.
 
 ## Renaming section headers and moving sections