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Datasets:
Geralt-Targaryen
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stack

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Languages:
English
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A cleaned version of the stack.

  • Based on the language distribution in the original data, only the following high-resource programming languages are retained: java, javascript, php, python, c-sharp, typescript, c, cpp, go, html, ruby, kotlin, shell, rust. Non-conventional programming languages such as markdown and json are removed.

  • All non-English files are removed.

  • Low-quality files are heuristically removed.

This version has also been decontaminated with respect to the following benchmarks based on n-gram overlap:

  • GLUE (dev set of SST-2, CoLA, QQP, WNLI, RTE, QNLI, MNLI; test set of MPRC)
  • SIQA, PIQA, QASC, CSQA, HellaSWAG (all dev set)
  • CONLL 2003
  • BLIMP
  • MAIN
  • BoolQ (dev set)
  • WinoGrande (dev set)
  • ANLI (test set)
  • ARC easy and challenge (test set)
  • RACE middle and high (test set)
  • MMLU (dev, val, and test sets)
  • MATH, GSM8K (test set)
  • HumanEval (test set)
  • MBPP (all 974 questions)
  • GPQA (diamond)

Dataset Statistics

Number of samples: 94,940,432.

Size of downloaded parquet files: 142G.