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feat: Self-Rewarding Algorithm with TRT Support #321

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What does this PR do ?

Adds support for the Self-Rewarding and Meta-Rewarding algorithms from the following two papers:

https://arxiv.org/abs/2401.10020
https://arxiv.org/abs/2407.19594

Changelog

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

Usage

Please see the new tutorial document at: docs/user-guide/self_rewarding.rst

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: Gerald Shen <[email protected]>
Signed-off-by: Gerald Shen <[email protected]>
Signed-off-by: Gerald Shen <[email protected]>
Signed-off-by: Gerald Shen <[email protected]>
Signed-off-by: Gerald Shen <[email protected]>
Signed-off-by: Gerald Shen <[email protected]>
Signed-off-by: Gerald Shen <[email protected]>
Signed-off-by: Gerald Shen <[email protected]>
Signed-off-by: Gerald Shen <[email protected]>
Signed-off-by: Gerald Shen <[email protected]>
Signed-off-by: Gerald Shen <[email protected]>
Signed-off-by: Gerald Shen <[email protected]>
Signed-off-by: Gerald Shen <[email protected]>
Signed-off-by: Gerald Shen <[email protected]>
Signed-off-by: Gerald Shen <[email protected]>
Signed-off-by: Gerald Shen <[email protected]>
Signed-off-by: Gerald Shen <[email protected]>
Signed-off-by: Gerald Shen <[email protected]>
Signed-off-by: Gerald Shen <[email protected]>
Signed-off-by: Gerald Shen <[email protected]>
Signed-off-by: Gerald Shen <[email protected]>
Signed-off-by: Gerald Shen <[email protected]>
Signed-off-by: Gerald Shen <[email protected]>
Signed-off-by: Gerald Shen <[email protected]>
Signed-off-by: Gerald Shen <[email protected]>
Signed-off-by: Gerald Shen <[email protected]>
Signed-off-by: Gerald Shen <[email protected]>
Signed-off-by: Gerald Shen <[email protected]>
Signed-off-by: Gerald Shen <[email protected]>
Signed-off-by: Gerald Shen <[email protected]>
@github-actions github-actions bot added documentation Improvements or additions to documentation Utils labels Sep 26, 2024
@github-actions github-actions bot added the CI label Oct 26, 2024
@trias702 trias702 added the Run CICD Set + un-set to retrigger label Oct 26, 2024
@ko3n1g ko3n1g added Run CICD Set + un-set to retrigger and removed Run CICD Set + un-set to retrigger labels Oct 28, 2024
@trias702 trias702 changed the title Self-Rewarding Algorithm with TRT Support feat: Self-Rewarding Algorithm with TRT Support Oct 28, 2024
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