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- [PolyCoder paper ](https://arxiv.org/pdf/2202.13169v3.pdf) gives a nice comparison of existing code models. The model was trained 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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+ [PolyCoder paper](https://arxiv.org/pdf/2202.13169v3.pdf) gives a nice comparison of existing code models. The model was trained 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