# Parsing dataset

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**Category:** Beginners\
**Created:** [January 18, 2024, 1:10am UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fparsing-dataset%2F69559 "2024-01-18T01:10:02Z")\
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**Author:** ![DongJunChan](https://avatars.discourse-cdn.com/v4/letter/d/47e85d/32.png) [@DongJunChan](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2FDongJunChan)%5C
**Post date:** [January 18, 2024, 1:10am UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fparsing-dataset%2F69559%2F1 "2024-01-18T01:10:02Z")

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Hi I am examining open source datasets, specifically tiiuae/falcon-refinedweb. I have set streaming = True to avoid downloading the whole dataset.  
Are there any ways I can speed up the process of iterating through the dataset? I am currently exploring using multiprocessing and numba. I am not sure if numba will work.  
Any other suggestion is welcomed =) TIA!