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FineWeb-C: A Community-Built Dataset For Improving Language Models In ALL Languages

  • FineWeb-C is a community-driven project that expands upon FineWeb2, providing educational content annotations across hundreds of languages.
  • The project enables community members to rate web content's educational value and improve Language Model development.
  • The dataset, FineWeb-Edu, demonstrates superior performance compared to existing datasets and focuses on educational content labeling.
  • The project prioritizes human-generated annotations, particularly for low-resource languages, and operates under open licenses.

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