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dynamic temperature #3844

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What does this PR do?

This PR adds dynamic sampling temperature with cosine decay toward min_temp. The idea is we have warmup steps, during which the temp is linearly increased then in between warmup_step and max_steps we decay the temp by cosine.
The goal is to see the impact of if particularly in the generation quality!

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  • This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case).
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    Pull Request section?
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  • Did you make sure to update the documentation with your changes?
  • 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
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The docs for this PR live here. All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.

@shirinyamani shirinyamani marked this pull request as draft August 4, 2025 20:03
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