A Systematic Evaluation of Large Language Models of Code
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https://zenodo.org/record/6338015
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Test sets of ~100 files in each of 12 programming languages. These files are not included in The Pile, and thus models such as GPT-Neo, GPT-J, GPT-NeoX were not trained on them. In the paper, we use these test sets to compare a variety of language models of code including OpenAI's Codex, GPT-J, GPT-Neo, GPT-NeoX-20B, and CodeParrot and our PolyCoder model.
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2022-03-08
