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  > 1.3 trillion tokens of the finest educational data the 🌐 web has to offer
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  ## What is it?
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  πŸ“š FineWeb-Edu dataset consists of **1.3T tokens** and **5.4T tokens** ([FineWeb-Edu-score-2](https://huggingface.co/datasets/HuggingFaceFW/fineweb-edu-score-2)) of educational web pages filtered from 🍷 FineWeb dataset. This is the 1.3 trillion version.
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  We plan to work on better educational classifier to improve the quality of FineWeb-Edu.
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  ### Citation Information
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  ```
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  @software{lozhkov2024fineweb-edu,
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  author = {Lozhkov, Anton and Ben Allal, Loubna and von Werra, Leandro and Wolf, Thomas},
 
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  > 1.3 trillion tokens of the finest educational data the 🌐 web has to offer
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+ **Paper:** https://arxiv.org/abs/2406.17557
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  ## What is it?
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  πŸ“š FineWeb-Edu dataset consists of **1.3T tokens** and **5.4T tokens** ([FineWeb-Edu-score-2](https://huggingface.co/datasets/HuggingFaceFW/fineweb-edu-score-2)) of educational web pages filtered from 🍷 FineWeb dataset. This is the 1.3 trillion version.
 
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  We plan to work on better educational classifier to improve the quality of FineWeb-Edu.
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  ### Citation Information
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+ You can cite our paper https://arxiv.org/abs/2406.17557 or this dataset:
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  ```
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  @software{lozhkov2024fineweb-edu,
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  author = {Lozhkov, Anton and Ben Allal, Loubna and von Werra, Leandro and Wolf, Thomas},