custom reward function support for ppo trainer #2540
Draft
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
What does this PR do?
Fixes #2518
Adding support for a custom reward function for the PPO trainer.
How it works
Write a custom function that takes a list of texts as input, representing a batch of responses, and outputs a list of scores.
I will add more documentation and explanations later after running several tests to make sure the implementation is functional.
Before submitting
Pull Request section?
to it if that's the case.
documentation guidelines.
Who can review?
@qgallouedec