Added support of 2-3 bit symmetric mode to LoRA-QAT - #4158
Draft
andreyanufr wants to merge 5 commits into
Draft
Conversation
2) Removed 6bit from repacking.
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Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be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.
Changes
LoRA-QAT now support two new modes: CompressWeightsMode.INT3_SYM and CompressWeightsMode.INT2_SYM.
New function repack_weights was added to repack 4-8 bit weights to lower bit representation if possible.
Reason for changes
Support of 2-3 bit in compression in QAT and pytorch backend.
Related tickets
CVS-180191
Tests
In progress.