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add online-rpo-bwd-kl #1

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shengyangs
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What does this PR do ?

Add a one line overview of what this PR aims to accomplish.

Changelog

  • Please update the CHANGELOG.md under next version with high level changes in this PR.

Usage

  • You can potentially add a usage example below
# Add a code snippet demonstrating how to use this 

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Pre checks:

Checklist when contributing a new algorithm

  • Does the trainer resume and restore model state all states?
  • Does the trainer support all parallelism techniques(PP, TP, DP)?
  • Does the trainer support max_steps=-1 and validation?
  • Does the trainer only call APIs defined in alignable_interface.py?
  • Does the trainer have proper logging?

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  • Related to # (issue)

@shengyangs
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@abukharin3

@abukharin3 abukharin3 merged commit df96cd5 into abukharin3:pref-study-trtllm Oct 17, 2024
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