[Executorch][llm] Add ring buffer based kv cache and mask calculation to MHA #10609
Conversation
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
… to MHA Leveraging previous work now we allow MHA to have ring buffer cache. If ring buffer cache is used then we query the mask from kv cache and use that for sdpa instead of using precalculated mask. In this process we had to adjsut ring buffer implementation to allow keeping the context of full sliding window. See code for comment. Differential Revision: [D73891425](https://our.internmc.facebook.com/intern/diff/D73891425/) [ghstack-poisoned]
🔗 Helpful Links🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/10609
Note: Links to docs will display an error until the docs builds have been completed. ❗ 1 Active SEVsThere are 1 currently active SEVs. If your PR is affected, please view them below: ❌ 6 New FailuresAs of commit 3e5659b with merge base cd3b53d ( NEW FAILURES - The following jobs have failed:
This comment was automatically generated by Dr. CI and updates every 15 minutes. |
facebook-github-bot
added
the
CLA Signed
This was referenced May 1, 2025
|
This pull request was exported from Phabricator. Differential Revision: D73891425 |
…calculation to MHA" Leveraging previous work now we allow MHA to have ring buffer cache. If ring buffer cache is used then we query the mask from kv cache and use that for sdpa instead of using precalculated mask. In this process we had to adjsut ring buffer implementation to allow keeping the context of full sliding window. See code for comment. Differential Revision: [D73891425](https://our.internmc.facebook.com/intern/diff/D73891425/) [ghstack-poisoned]
|
This pull request was exported from Phabricator. Differential Revision: D73891425 |
kimishpatel
added
the
release notes: examples
digantdesai
approved these changes
May 5, 2025
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.
Stack from ghstack (oldest at bottom):
Leveraging previous work now we allow MHA to have ring buffer cache. If ring buffer cache is used
then we query the mask from kv cache and use that for sdpa instead of using precalculated mask.
In this process we had to adjsut ring buffer implementation to allow keeping the context of
full sliding window. See code for comment.
Differential Revision: D73891425