Datasets:
Upload 4 files
Browse files- .gitattributes +1 -0
- subsample_csfevernli.py +26 -0
- test.jsonl +0 -0
- train.jsonl +3 -0
- validation.jsonl +0 -0
.gitattributes
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@@ -53,3 +53,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.jpg filter=lfs diff=lfs merge=lfs -text
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*.jpeg filter=lfs diff=lfs merge=lfs -text
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*.webp filter=lfs diff=lfs merge=lfs -text
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*.jpg filter=lfs diff=lfs merge=lfs -text
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*.jpeg filter=lfs diff=lfs merge=lfs -text
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*.webp filter=lfs diff=lfs merge=lfs -text
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train.jsonl filter=lfs diff=lfs merge=lfs -text
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subsample_csfevernli.py
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from datasets import load_dataset
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import os
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import jsonlines
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# Load the dataset
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dataset = load_dataset("ctu-aic/csfever_nli")
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# Shuffle the test dataset and subsample 2/3 of the data
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shuffled_test_dataset = dataset["test"].shuffle(seed=42)
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subsampled_test_dataset = shuffled_test_dataset.select(range(int(len(shuffled_test_dataset) * 2 / 3)))
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# Define the output directory and create it if it doesn't exist
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output_dir = ".data/hf_dataset/csfever_nli"
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os.makedirs(output_dir, exist_ok=True)
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# Function to write the dataset split to a jsonl file
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def write_jsonl(data, filepath):
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with jsonlines.open(filepath, mode='w') as writer:
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writer.write_all(data)
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# Write the datasets to jsonl files
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write_jsonl(dataset["train"], os.path.join(output_dir, "train.jsonl"))
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write_jsonl(dataset["validation"], os.path.join(output_dir, "validation.jsonl"))
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write_jsonl(subsampled_test_dataset, os.path.join(output_dir, "test.jsonl"))
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print(f"Datasets saved to {output_dir}")
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test.jsonl
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train.jsonl
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version https://git-lfs.github.com/spec/v1
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oid sha256:c9309fcc178deb04578ac4adc5c1f457d3e3e8a5735e8c5706bf58e1a2f3418e
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size 91716128
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validation.jsonl
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