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Add MBPP+ and HumanEval+ #154

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Add MBPP+ and HumanEval+ #154

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@hamishivi hamishivi commented Apr 26, 2024

Adds humaneval+ data and mbpp+ eval from the evalplus project, to give us some more rigorous code evaluations.

Thanks to @Nanami18 (Muru) for writing most of this, I just tweaked it for open instruct. Currently a draft until I properly test this.

HumanEval plus is easy - just swap out the data source to the HumanEval+ released data, and it should work! It even works nicely with HumanEvalPack for better evaluation of instruction-tuned models. MBPP+ uses data from huggingface, so it has a slightly different setup.

@hamishivi hamishivi marked this pull request as ready for review April 28, 2024 18:17
@hamishivi hamishivi requested a review from yizhongw May 25, 2024 17:14
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