Skip to content

[Autotuner] Add LLM-seeded hybrid search#2004

Draft
choijon5 wants to merge 1 commit intochoijon5/stack/3from
choijon5/stack/4
Draft

[Autotuner] Add LLM-seeded hybrid search#2004
choijon5 wants to merge 1 commit intochoijon5/stack/3from
choijon5/stack/4

Conversation

@choijon5
Copy link
Copy Markdown
Contributor

@choijon5 choijon5 commented Apr 12, 2026

Stacked PRs:


[Autotuner] Add LLM-seeded hybrid search

Preliminary results show that LLM-seeded hybrid search achieves mostly on-par performance to LFBOTreeSearch full autotune at a fraction of its time:
image

LLM indicates using LLM-only to one-shot the config, Hybrid is using the LLM one-shot config to seed the LFBO full autotune.

choijon5 added a commit that referenced this pull request Apr 12, 2026
stack-info: PR: #2004, branch: choijon5/stack/4
@meta-cla meta-cla bot added the CLA Signed This label is managed by the Meta Open Source bot. label Apr 12, 2026
@choijon5 choijon5 force-pushed the choijon5/stack/3 branch 2 times, most recently from ec33e5b to 27e06d1 Compare April 12, 2026 05:04
@choijon5 choijon5 force-pushed the choijon5/stack/4 branch 2 times, most recently from 633a2ed to e74ea66 Compare April 12, 2026 07:14
choijon5 added a commit that referenced this pull request Apr 12, 2026
stack-info: PR: #2004, branch: choijon5/stack/4
choijon5 added a commit that referenced this pull request Apr 13, 2026
stack-info: PR: #2004, branch: choijon5/stack/4
stack-info: PR: #2004, branch: choijon5/stack/4
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

CLA Signed This label is managed by the Meta Open Source bot.

Projects

None yet

Development

Successfully merging this pull request may close these issues.

1 participant