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[Bugfix][CI] ALiBi test case in xformers multi_query_kv_attention #11301

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@NickLucche NickLucche commented Dec 18, 2024

I've been meaning to add a test case to address this TODO https://github.com/vllm-project/vllm/blob/main/tests/kernels/test_attention.py#L367 but I then realized the test would break due to a dim expansion of the attention bias happening here https://github.com/vllm-project/vllm/blob/main/vllm/attention/backends/xformers.py#L783.

Therefore, this PR adds a test case for xformers multi query+alibi bias and fixes the previously untested scenario.

Signed-off-by: NickLucche <[email protected]>
Signed-off-by: NickLucche <[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.

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