diff --git a/chapters/en/chapter2/5.mdx b/chapters/en/chapter2/5.mdx
index 199877efb..33060505b 100644
--- a/chapters/en/chapter2/5.mdx
+++ b/chapters/en/chapter2/5.mdx
@@ -85,7 +85,7 @@ InvalidArgumentError: Input to reshape is a tensor with 14 values, but the reque
 ```
 {/if}
 
-Oh no! Why did this fail? "We followed the steps from the pipeline in section 2.
+Oh no! Why did this fail? We followed the steps from the pipeline in section 2.
 
 The problem is that we sent a single sequence to the model, whereas 🤗 Transformers models expect multiple sentences by default. Here we tried to do everything the tokenizer did behind the scenes when we applied it to a `sequence`. But if you look closely, you'll see that the tokenizer didn't just convert the list of input IDs into a tensor, it added a dimension on top of it: