luketheduke commited on
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de2082e
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Upload create_dataset.py

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  1. create_dataset.py +23 -0
create_dataset.py ADDED
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+ from datasets import load_dataset
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+
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+
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+ def main():
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+ raw_dset = load_dataset("glue", "mnli")
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+ raw_dset = raw_dset.rename_column("premise", "text1")
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+ raw_dset = raw_dset.rename_column("hypothesis", "text2")
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+ text_labs = ["entailment", "neutral", "contradiction"]
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+
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+ for split, dset in raw_dset.items():
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+ label_text = []
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+ for i in dset["label"]:
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+ if i >= 0:
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+ label_text.append(text_labs[i])
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+ else:
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+ label_text.append("unlabeled")
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+ dset = dset.add_column("label_text", label_text)
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+ dset.to_json(f"{split}.jsonl")
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+
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+
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+ if __name__ == "__main__":
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+ main()
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+ print("Job's done!")