diff --git a/examples/pytorch/image-classification/README.md b/examples/pytorch/image-classification/README.md
index 904981451c6..04b4748774d 100644
--- a/examples/pytorch/image-classification/README.md
+++ b/examples/pytorch/image-classification/README.md
@@ -23,8 +23,8 @@ This directory contains 2 scripts that showcase how to fine-tune any model suppo
 Try out the inference widget here: https://huggingface.co/google/vit-base-patch16-224
 
 Content:
-- [PyTorch version, Trainer](#pytorch-version-no-trainer)
-- [PyTorch version, no Trainer](#pytorch-version-trainer)
+- [PyTorch version, Trainer](#pytorch-version-trainer)
+- [PyTorch version, no Trainer](#pytorch-version-no-trainer)
 
 ## PyTorch version, Trainer
 
@@ -208,4 +208,4 @@ This command is the same and will work for:
 
 Note that this library is in alpha release so your feedback is more than welcome if you encounter any problem using it.
 
-Regarding using custom data with this script, we refer to [using your own data](#using-your-own-data).
\ No newline at end of file
+Regarding using custom data with this script, we refer to [using your own data](#using-your-own-data).