diff --git a/chapters/en/chapter1/5.mdx b/chapters/en/chapter1/5.mdx
index 477dd128f..89694ee83 100644
--- a/chapters/en/chapter1/5.mdx
+++ b/chapters/en/chapter1/5.mdx
@@ -15,8 +15,8 @@ Encoder models are best suited for tasks requiring an understanding of the full
 
 Representatives of this family of models include:
 
-- [ALBERT](https://huggingface.co/transformers/model_doc/albert.html)
-- [BERT](https://huggingface.co/transformers/model_doc/bert.html)
-- [DistilBERT](https://huggingface.co/transformers/model_doc/distilbert.html)
-- [ELECTRA](https://huggingface.co/transformers/model_doc/electra.html)
-- [RoBERTa](https://huggingface.co/transformers/model_doc/roberta.html)
+- [ALBERT](https://huggingface.co/docs/transformers/model_doc/albert)
+- [BERT](https://huggingface.co/docs/transformers/model_doc/bert)
+- [DistilBERT](https://huggingface.co/docs/transformers/model_doc/distilbert)
+- [ELECTRA](https://huggingface.co/docs/transformers/model_doc/electra)
+- [RoBERTa](https://huggingface.co/docs/transformers/model_doc/roberta)