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[V1][Frontend] Coalesce bunched RequestOutputs #12298

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@njhill njhill commented Jan 22, 2025

Under high load it's possible for the frontend per-request asyncio queues to back up, with the next token(s) arriving before existing ones are streamed back to the user.

In this case there's no reason for them to be emitted as separate outputs in subsequent iterations. By concatenating them into a single output it reduces the number of tasks / context switches / response messages to be handled and means those additional "ready" tokens should reach the user faster.

Under high load it's possible for the frontend per-request asyncio queues to back up, with the next token(s) arriving before existing ones are streamed back to the user.

In this case there's no reason for them to be emitted as separate outputs in subsequent iterations. By concatenating them into a single output it reduces the number of tasks / context switches / response messages and means those additional "ready" tokens should reach the user faster.

Signed-off-by: Nick Hill <[email protected]>

Co-authored-by: Robert Shaw <[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.

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