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Super-squash branch 'main' using huggingface_hub
Browse filesCo-authored-by: tfivezhang <[email protected]>
- .gitattributes +59 -0
- README.md +30 -0
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README.md
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---
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license: apache-2.0
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---
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A cleaned version of [OpenWebText2](https://huggingface.co/datasets/defunct-datasets/the_pile_openwebtext2) by removing non-English, duplicated, copyrighted, and low-quality (too short, too many special characters, etc) samples.
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This dataset has also been decontaminated with respect to the following benchmarks based on n-gram overlap:
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- GLUE (dev set of SST-2, CoLA, QQP, WNLI, RTE, QNLI, MNLI; test set of MPRC)
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- SIQA, PIQA, QASC, CSQA, HellaSWAG (all dev set)
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- CONLL 2003
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- BLIMP
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- [MAIN](https://main.leibniz-zas.de/en/main-materials/main-materials/)
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- BoolQ (dev set)
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- WinoGrande (dev set)
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- ANLI (test set)
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- ARC easy and challenge (test set)
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- RACE middle and high (test set)
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- MMLU (dev, val, and test sets)
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- MATH, GSM8K (test set)
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- HumanEval (test set)
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- GPQA (diamond)
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4,096 documents are removed in this step.
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### Dataset Statistics
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Total number of samples: 13,071,217.
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Size of downloaded parquet files: 34G.
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