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[Ray] Improve documentation on batch inference #16609

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Merged
merged 6 commits into from
Apr 17, 2025

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richardliaw
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@richardliaw richardliaw commented Apr 14, 2025

This commit updates the batch inference example to leverage Ray Data's new
native vLLM integration (ray.data.llm) introduced in Ray 2.44. Changes include:

  • Replace custom LLMPredictor implementation with Ray Data's built-in vLLM processor
  • Add configuration for continuous batching and other vLLM optimizations
  • Include batch inference example in CI pipeline tests

Signed-off-by: Richard Liaw <[email protected]>
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👋 Hi! Thank you for contributing to the vLLM project.

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Signed-off-by: Richard Liaw <[email protected]>
@mergify mergify bot added documentation Improvements or additions to documentation ci/build labels Apr 14, 2025
@richardliaw richardliaw added the ready ONLY add when PR is ready to merge/full CI is needed label Apr 14, 2025
@simon-mo simon-mo enabled auto-merge (squash) April 14, 2025 19:08
auto-merge was automatically disabled April 14, 2025 23:44

Head branch was pushed to by a user without write access

Signed-off-by: Richard Liaw <[email protected]>
Signed-off-by: Richard Liaw <[email protected]>
Signed-off-by: Richard Liaw <[email protected]>
Signed-off-by: Richard Liaw <[email protected]>
@simon-mo simon-mo merged commit 8cac35b into vllm-project:main Apr 17, 2025
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lionelvillard pushed a commit to lionelvillard/vllm that referenced this pull request Apr 17, 2025
yangw-dev pushed a commit to yangw-dev/vllm that referenced this pull request Apr 21, 2025
jikunshang pushed a commit to jikunshang/vllm that referenced this pull request Apr 29, 2025
lk-chen pushed a commit to lk-chen/vllm that referenced this pull request Apr 29, 2025
adobrzyn pushed a commit to HabanaAI/vllm-fork that referenced this pull request Apr 30, 2025
RichardoMrMu pushed a commit to RichardoMrMu/vllm that referenced this pull request May 12, 2025
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