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Implement MLA for deepseek v3/r1 #12597

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@yessenzhar yessenzhar commented Jan 31, 2025

This is on top of #12528.

The v2/v3 files could probably be merged. The weight_dequant_kernel kernel came from https://github.com/deepseek-ai/DeepSeek-V3/

cc @simon-mo @LucasWilkinson
If this helps get v3/r1 MLA.

LucasWilkinson and others added 17 commits January 30, 2025 16:57
Co-authored-by: Woosuk Kwon <[email protected]>
Co-authored-by: simon-mo <[email protected]>
Signed-off-by: Lucas Wilkinson <[email protected]>
Signed-off-by: Lucas Wilkinson <[email protected]>
Co-authored-by: Michael Goin <[email protected]>
Signed-off-by: Lucas Wilkinson <[email protected]>
Co-authored-by: Michael Goin <[email protected]>
Signed-off-by: Lucas Wilkinson <[email protected]>
Signed-off-by: Lucas Wilkinson <[email protected]>
Signed-off-by: Lucas Wilkinson <[email protected]>
Co-authored-by: Zhuohan Li <[email protected]>
Signed-off-by: Lucas Wilkinson <[email protected]>
Signed-off-by: Lucas Wilkinson <[email protected]>
Signed-off-by: Lucas Wilkinson <[email protected]>
Co-authored-by: Tyler Michael Smith <[email protected]>
Signed-off-by: Lucas Wilkinson <[email protected]>
Signed-off-by: Lucas Wilkinson <[email protected]>
Signed-off-by: Lucas Wilkinson <[email protected]>
Signed-off-by: Lucas Wilkinson <[email protected]>
Signed-off-by: Lucas Wilkinson <[email protected]>
Signed-off-by: Lucas Wilkinson <[email protected]>
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👋 Hi! Thank you for contributing to the vLLM project.
Just a reminder: PRs would not trigger full CI run by default. Instead, it would only run fastcheck CI which starts running only a small and essential subset of CI tests to quickly catch errors. You can run other CI tests on top of those by going to your fastcheck build on Buildkite UI (linked in the PR checks section) and unblock them. If you do not have permission to unblock, ping simon-mo or khluu to add you in our Buildkite org.

Once the PR is approved and ready to go, your PR reviewer(s) can run CI to test the changes comprehensively before merging.

To run CI, PR reviewers can do one of these:

  • Add ready label to the PR
  • Enable auto-merge.

🚀

However the output with cuda graphs enabled is bad.
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3 participants