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.gitattributes

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README.md

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-# Glue MNLI
-
-This dataset is a port of the official [`mnli` dataset](https://huggingface.co/datasets/glue/viewer/mnli/train) on the Hub. 
-It contains the matched version.
-Note that the premise and hypothesis columns have been renamed to text1 and text2 respectively.
-Also, the test split is not labeled; the label column values are always -1.

train.jsonl → SetFit--mnli/json-test.parquet

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+size 1223303

SetFit--mnli/json-train.parquet

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SetFit--mnli/json-validation.parquet

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create_dataset.py

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