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Upload README.md with huggingface_hub

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+ # TokLens Validation Data
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+
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+ 2x10,000-line subsets sampled from FineWeb-Edu-10BT for validation:
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+ one in-distribution split, one out-of-distribution split.
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+
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+ ## Source
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+ - In-distribution: fineweb_edu_10bt.chunk.00.jsonl
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+ - Out-of-distribution: fineweb_edu_10bt.chunk.07.jsonl
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+
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+ ## Sampling
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+ Sampled with a fixed random source for reproducibility:
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+
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+ shuf -n 10000 <input_file> --random-source=<(yes 42) > <output_file>
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+
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+ Note: reproducible given the same input file and shuf version, but not
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+ a portable numeric seed (results may differ across machines/shuf versions).
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+
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+ ## Files
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+ - indistribution_chunk.00.jsonl (10,000 rows, from chunk.00)
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+ - ood_chunk.07.jsonl (10,000 rows, from chunk.07)
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+
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+ ## Upload
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+ hf upload toklens/val_data indistribution_chunk.00.jsonl data/fw_edu/iid_chunk.00.jsonl --repo-type=dataset
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+ hf upload toklens/val_data ood_chunk.07.jsonl data/fw_edu/ood_chunk.07.jsonl --repo-type=dataset