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Correlation metrics for Reward Model #2251

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merged 8 commits into from
Mar 28, 2023

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shahules786
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Added support for tracking multiple metrics while RM training.
Supported metrics

  • Kendalls tau
  • Spearman corr
  • Accuracy

An extra argument metrics should be specified in config_rm.yaml

fixes : #2122

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@theblackcat102 theblackcat102 left a comment

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LGTM

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@andreaskoepf andreaskoepf left a comment

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ok, I will directly give it a try...

@andreaskoepf andreaskoepf merged commit 4a5c746 into LAION-AI:main Mar 28, 2023
andreaskoepf added a commit that referenced this pull request Mar 28, 2023
theblackcat102 pushed a commit that referenced this pull request Mar 28, 2023
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Correlation metrics during reward model training
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