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Datasets:
SetFit
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amazon_reviews_multi_fr

Modalities:
Text
Formats:
json
Languages:
French
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100K - 1M
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1
Unso commited on
Commit
a00ce2f
·
1 Parent(s): 64de374

0 indexing the labels

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Files changed (1) hide show
  1. create_dataset.py +2 -1
create_dataset.py CHANGED
@@ -6,11 +6,12 @@ def main():
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  raw_data = load_dataset("amazon_reviews_multi", "fr")
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  raw_data = raw_data.rename_column("review_id", "id")
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  raw_data = raw_data.rename_column("review_body", "text")
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- raw_data = raw_data.rename_column("stars", "label")
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  raw_data = raw_data.remove_columns(["product_id", "reviewer_id", "review_title", "language", "product_category"])
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  for split, dataset in raw_data.items():
 
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  dataset = dataset.map(lambda x: {"label_text": str(x["label"])}, num_proc=4)
 
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  dataset.to_json(f"{split}.jsonl")
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  if __name__ == "__main__":
 
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  raw_data = load_dataset("amazon_reviews_multi", "fr")
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  raw_data = raw_data.rename_column("review_id", "id")
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  raw_data = raw_data.rename_column("review_body", "text")
 
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  raw_data = raw_data.remove_columns(["product_id", "reviewer_id", "review_title", "language", "product_category"])
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  for split, dataset in raw_data.items():
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+ dataset = dataset.map(lambda x: {"label": x["stars"]-1}, num_proc=4)
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  dataset = dataset.map(lambda x: {"label_text": str(x["label"])}, num_proc=4)
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+ dataset = dataset.remove_columns(["stars"])
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  dataset.to_json(f"{split}.jsonl")
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  if __name__ == "__main__":