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[PolyCoder paper](https://arxiv.org/pdf/2202.13169v3.pdf) gives a nice comparison of existing code models. The
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- Exact match deduplication
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- Filtering:
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- Average line length < 100 tokens
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[PolyCoder paper](https://arxiv.org/pdf/2202.13169v3.pdf) gives a nice comparison of existing code models. The authors also trained a code generation model on **254GB** of data, after preprocessing, consisting of popular repositories for 12 popular programming languages with at least 50 stars from GitHub in October 2021. The data used the following preprocessing:
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- Exact match deduplication
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- Filtering:
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- Average line length < 100 tokens
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