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vm model guided inference #266

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vm model guided inference #266

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arendu
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@arendu arendu commented Aug 16, 2024

What does this PR do ?

does inference using a value model or a process reward model.

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 

Before your PR is "Ready for review"

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?

Additional Information

  • Related to # (issue)

Signed-off-by: arendu <adithya.r@gmail.com>
Signed-off-by: arendu <adithya.r@gmail.com>
Signed-off-by: arendu <adithya.r@gmail.com>
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