| [CodeParrot](https://huggingface.co/lvwerra/codeparrot) is a code generation model trained on **50GB** of pre-processed Python data from Github repositories: [CodeParrot dataset](https://huggingface.co/datasets/lvwerra/codeparrot-clean). The original dataset contains a lot of duplicated and noisy data. Therefore, the dataset was cleaned with the following steps: |
| - Exact match deduplication |
| - Filtering: |
| - Average line length < 100 tokens |
| - Maximum line length < 1000 MB |
| - Alphanumeric characters fraction > 0.25 |
| - Remove auto-generated files (keyword search) |
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| For more details see the preprocessing script in the transformers repository [here](https://github.com/huggingface/transformers/tree/master/examples/research_projects/codeparrot). |
