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[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)
For more details see the preprocessing script in the transformers repository [here](https://github.com/huggingface/transformers/tree/master/examples/research_projects/codeparrot). |