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from datasets import load_dataset
def main():
raw_data = load_dataset("amazon_reviews_multi", "zh")
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.to_json(f"{split}.jsonl")
if __name__ == "__main__":
main()
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