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Add Qwen3Model #627

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What does this PR do?

This PR adds support for the recently released Qwen3 Embedding models on the Hugging Face Hub.

Note that re-ranking support won't be introduced in this PR but on a follow up PR, as well as MPS support eventually too.

Closes #626

Before submitting

  • 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?

Who can review?

@Narsil

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What else needs to be completed for this PR?

@alvarobartt alvarobartt marked this pull request as ready for review June 8, 2025 10:54
Comment on lines +217 to +221
let gate_states = match self.act {
HiddenAct::Gelu => gate_states.gelu(),
HiddenAct::Relu => gate_states.relu(),
HiddenAct::Swiglu => gate_states.silu(),
}?;
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nit) I've recently added forward method to HiddenAct enum here!

how about using this?

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Add Qwen3 embedding models
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