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  1. README.md +6 -2
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README.md CHANGED
@@ -5,9 +5,13 @@ language:
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  A cleaned version of [the stack](https://huggingface.co/datasets/Zyphra/Zyda/tree/main/data/zyda_starcoder/zyda_starcoder-languages).
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- 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.
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- This version has 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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  A cleaned version of [the stack](https://huggingface.co/datasets/Zyphra/Zyda/tree/main/data/zyda_starcoder/zyda_starcoder-languages).
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+ - 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.
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+ - All non-English files are removed.
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+
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+ - Low-quality files are heuristically removed.
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+
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+ This version 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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