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FineWeb-2: multilingual, numpy 2.0, minhash improvements #285

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merged 93 commits into from
Dec 6, 2024

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@guipenedo guipenedo commented Sep 5, 2024

  • upgrades to support numpy 2.0
  • added additional word tokenizers and revamped word tokenizer assignment mechanism
  • MinHash optimizations + new rust tool to speed up step3
  • MinHash cluster sizes feature
  • fixed memory leaks from some word tokenizers
  • updated url blocklists
  • added caching to some word tokenization calls
  • glotlid support
  • general bugfixes

guipenedo and others added 30 commits August 30, 2024 20:06
@guipenedo guipenedo changed the title Better multilingual support FineWeb-2: multilingual, numpy 2.0, minhash improvements Dec 6, 2024
@guipenedo guipenedo marked this pull request as ready for review December 6, 2024 15:54
@guipenedo guipenedo merged commit 8427759 into main Dec 6, 2024
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2 participants