Add typical-p (locally typical) sampler#1663
Merged
Merged
Conversation
Adds locally typical sampling (arXiv 2202.00666): keeps the most typical tokens (surprisal closest to the distribution entropy) until their cumulative probability reaches typical_p. Wired through make_sampler, generate_step, and the server (schemas/generation/request), with a numpy-reference test and validation coverage.
This file contains hidden or 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
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Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be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.
Adds locally typical sampling (arXiv 2202.00666): keeps the most typical tokens (surprisal closest to the distribution entropy) until their cumulative probability reaches typical_p. Wired through make_sampler, generate_step, and the server (schemas/generation/request), with a numpy-reference test and validation coverage.
Sampler series from #1648