diff --git a/README.md b/README.md
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--- a/README.md
+++ b/README.md
@@ -11,7 +11,7 @@ datasets:
 
 Optical character recognition for Japanese text, with the main focus being Japanese manga.
 
-It uses [Vision Encoder Decoder](https://huggingface.co/docs/transformers/model_doc/visionencoderdecoder) framework.
+It uses [Vision Encoder Decoder](https://huggingface.co/docs/transformers/model_doc/vision-encoder-decoder) framework.
 
 Manga OCR can be used as a general purpose printed Japanese OCR, but its main goal was to provide a high quality
 text recognition, robust against various scenarios specific to manga: