📈 One of the biggest changes in Llama 3 was the training dataset, which grew by 7X over Llama 2 (2T to 15T tokens) 🚀
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📈 One of the biggest changes in Llama 3 was the training dataset, which grew by 7X over Llama 2 (2T to 15T tokens) 🚀
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While Meta did not open source the dataset, it sparked a thought... what would happen if everyone had access to a big, high-quality dataset? 🤔
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While Meta did not open source the dataset, it sparked a thought... what would happen if everyone had access to a big, high-quality dataset? 🤔
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To address that, in April this year, 
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To address that, in April this year, 
@huggingface
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huggingface
  released FineWeb, a 15T token open-source dataset 🌍
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  released FineWeb, a 15T token open-source dataset 🌍
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And now they are releasing FineWeb Technical Report and FineWeb Edu 📚
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And now they are releasing FineWeb Technical Report and FineWeb Edu 📚
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🏆 15T tokens in FineWeb outperforming other open datasets
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🏆 15T tokens in FineWeb outperforming other open datasets
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🎓 1.3T highest-quality educational dataset FineWeb-Edu
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🎓 1.3T highest-quality educational dataset FineWeb-Edu
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📘 5.4T high-quality educational tokens in FineWeb-Edu-2
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📘 5.4T high-quality educational tokens in FineWeb-Edu-2
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FineWeb Edu outperforms other datasets on MMLU, ARC, OpenBookQA 📈
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FineWeb Edu outperforms other datasets on MMLU, ARC, OpenBookQA 📈
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ODC-By 1.0 license 📜
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ODC-By 1.0 license 📜
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Report: 
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Report: 
https://huggingface.co/spaces/HuggingFaceFW/blogpost-fineweb-v1
HuggingFaceFW/blogpost-fineweb-v1
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https://huggingface.co/spaces/HuggingFaceFW/blogpost-fineweb-v1
📈 One of the biggest changes in Llama 3 was the training dataset, which grew by 7X over Llama 2 (2T to 15T tokens) 🚀

While Meta did not open source the dataset, it sparked a thought... what would happen if everyone had access to a big, high-quality dataset? 🤔

To address that, in April this year, @huggingface  released FineWeb, a 15T token open-source dataset 🌍

And now they are releasing FineWeb Technical Report and FineWeb Edu 📚

🏆 15T tokens in FineWeb outperforming other open datasets
🎓 1.3T highest-quality educational dataset FineWeb-Edu
📘 5.4T high-quality educational tokens in FineWeb-Edu-2

FineWeb Edu outperforms other datasets on MMLU, ARC, OpenBookQA 📈

ODC-By 1.0 license 📜

Report: https://huggingface.co/spaces/HuggingFaceFW/blogpost-fineweb-v1
🚀
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