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[llm] upgrade vllm to 0.12.0 #58026

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Merged
richardliaw merged 21 commits into from
Dec 8, 2025

Reduce memory usage in multi-GPU DP doc tests

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[llm] upgrade vllm to 0.12.0 #58026

Reduce memory usage in multi-GPU DP doc tests
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