diff --git a/chapters/en/chapter3/4.mdx b/chapters/en/chapter3/4.mdx
index 2bbcb8e57..065b333b0 100644
--- a/chapters/en/chapter3/4.mdx
+++ b/chapters/en/chapter3/4.mdx
@@ -18,7 +18,7 @@ Now we'll see how to achieve the same results as we did in the last section with
 from datasets import load_dataset
 from transformers import AutoTokenizer, DataCollatorWithPadding
 
-raw_datasets = load_dataset("glue", "mrpc")
+raw_datasets = load_dataset("nyu-mll/glue", "mrpc")
 checkpoint = "bert-base-uncased"
 tokenizer = AutoTokenizer.from_pretrained(checkpoint)