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Add CausalLM functionality to ModernBERT #35946

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@orionw orionw commented Jan 28, 2025

This PR adds CausalLM functionality to ModernBERT. This means:

  • Tokenizer can work in either setting
  • CausalLM functions as either an MLM-based CausalLM or a normal CausalLM decoder-only.

This is for an upcoming release that trained both options for a comparison of encoders and decoders.

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  • This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case).
  • Did you read the contributor guideline,
    Pull Request section?
  • Was this discussed/approved via a Github issue or the forum? Please add a link
    to it if that's the case.
  • Did you make sure to update the documentation with your changes? Here are the
    documentation guidelines, and
    here are tips on formatting docstrings.
  • Did you write any new necessary tests?

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Anyone in the community is free to review the PR once the tests have passed. Feel free to tag
members/contributors who may be interested in your PR.

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