Upload create_dataset.py

create_dataset.py

@@ -1,18 +1,19 @@
 from datasets import load_dataset
 
 
-def main():
 
+def main():
 	raw_data = load_dataset("amazon_reviews_multi", "fr")
 	raw_data = raw_data.rename_column("review_id", "id")
 	raw_data = raw_data.rename_column("review_body", "text")
 	raw_data = raw_data.rename_column("stars", "label")
 	raw_data = raw_data.remove_columns(["product_id", "reviewer_id", "review_title", "language", "product_category"])
 
-
 	for split, dataset in raw_data.items():
+		dataset = dataset.map(lambda x: {"label_text": str(x["label"])}, num_proc=4)	
 		dataset.to_json(f"{split}.jsonl")
 
 if __name__ == "__main__":
 	main()
 
+