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[VLM] Implement merged multimodal processor for Mllama #11427

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@Isotr0py Isotr0py commented Dec 23, 2024

  • Initialize merged multimodal processor implementation for encoder-decoder LMMs

Signed-off-by: Isotr0py <[email protected]>
Signed-off-by: Isotr0py <[email protected]>
Signed-off-by: Isotr0py <[email protected]>
Signed-off-by: Isotr0py <[email protected]>
Signed-off-by: Isotr0py <[email protected]>
Signed-off-by: Isotr0py <[email protected]>
Signed-off-by: Isotr0py <[email protected]>
Signed-off-by: Isotr0py <[email protected]>
Signed-off-by: Isotr0py <[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:

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🚀

Signed-off-by: Isotr0py <[email protected]>
Signed-off-by: Isotr0py <[email protected]>
Signed-off-by: Isotr0py <[email protected]>
Signed-off-by: Isotr0py <[email protected]>
Signed-off-by: Isotr0py <[email protected]>
Signed-off-by: Isotr0py <[email protected]>
Signed-off-by: Isotr0py <[email protected]>
Signed-off-by: Isotr0py <[email protected]>
@Isotr0py Isotr0py changed the title [WIP][VLM] Implement merged multimodal processor for Mllama [VLM] Implement merged multimodal processor for Mllama Dec 25, 2024
@Isotr0py Isotr0py marked this pull request as ready for review December 25, 2024 13:44
@DarkLight1337
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To avoid scope creep, let's wait until #11396 has been merged first.

@DarkLight1337
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For that PR, I'm waiting for @ywang96 to perform benchmarks to confirm the effectiveness of the cache.

@Isotr0py
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No problem, there is no rush for this PR. :)

Signed-off-by: Isotr0py <[email protected]>
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2 participants