Add DPO training #1242
Open
Add DPO training #1242
Conversation
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
- fix labels to also have valid/test implementations - fix label masking in _get_batch to also include anything from get_ltor_masks_and_position_ids
…eful (accuracy, etc) - Add reference model setup for DPO - Add pairwise dataset for positive/negative pairs - Add DPO loss
Draft
Closed
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
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Outdated suggestions cannot be applied.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.
Still a bit of a WIP (docs, adding precomputation of reference logprobs) but figured it'd be good to get it up here now since it's a fairly big change for any discussions that are needed.