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[Frontend] Online Pooling API #11457

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merged 10 commits into from
Dec 24, 2024

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@DarkLight1337 DarkLight1337 commented Dec 24, 2024

Previously, #11129 made Embeddings API unusable for reward models. This PR adds a new Pooling API that satisfies this need. It also adds backward compatibility by making Embedding API fall back to Pooling API if the model doesn't support embedding outputs (which is the case for reward models).

FIX #11446

Signed-off-by: DarkLight1337 <[email protected]>
Signed-off-by: DarkLight1337 <[email protected]>
@DarkLight1337 DarkLight1337 added the ready ONLY add when PR is ready to merge/full CI is needed label Dec 24, 2024
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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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@mergify mergify bot added documentation Improvements or additions to documentation frontend labels Dec 24, 2024
Signed-off-by: DarkLight1337 <[email protected]>
Signed-off-by: DarkLight1337 <[email protected]>
Signed-off-by: DarkLight1337 <[email protected]>
Signed-off-by: DarkLight1337 <[email protected]>
Signed-off-by: DarkLight1337 <[email protected]>
Signed-off-by: DarkLight1337 <[email protected]>
Signed-off-by: DarkLight1337 <[email protected]>
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LGTM!

@DarkLight1337 DarkLight1337 merged commit 9edca6b into vllm-project:main Dec 24, 2024
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@DarkLight1337 DarkLight1337 deleted the online-pooling-api branch December 24, 2024 09:54
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[Bug]: Qwen2.5-Math-RM-72B Online Inference Fails
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