huggingface / huggingface/datatrove

Implementation of line-wise corrections

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enhancement
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Python
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Description

Hi,

Thanks for your efforts in open-sourcing such an awesome library for large-scale data processing.

I'm trying to reproduce the RefinedWeb dataset. I find that the pipeline for processing common crawl is very similar to the MDR pipeline used in RefinedWeb. But I couldn't find the part of line-wise corrections in the code.

![image](https://github.com/huggingface/datatrove/assets/69186130/db962a2f-c854-4b0d-a21e-38f2c4a82044)

Could you add more details on this?

Thanks

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