Add "Language Modeling to Unpaired Preference" in Utilities for converting dataset types #2436
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Outdated suggestions cannot be applied.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.
This link adds a section to "Dataset Formats" for converting Language Modeling data to Unpaired Preference Data.
My motivation is that I wanted to apply reinforcement learning techniques like BCO to the WMDP dataset: a dataset of for "unlearning" harmful information.
I used the snippet I added to the docs to make an unpaired preference version of the WMDP cyber dataset. Others may want to make similar datasets.
This PR fixes a typo or improves the docs.