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Engine restarts should not cost a model load. vllm 0.30.0 shipped fast start on sept 22, a per-gpu…

Yethikrishna ROriginal on Threads

engine restarts should not cost a model load. vllm 0.30.0 shipped fast start on sept 22, a per-gpu daemon that keeps quantized weights resident and maps them back over cuda ipc, so a restarting engine skips the disk entirely.

the release landed 762 commits from 315 contributors.

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The note above is reproduced unedited from the original post, first published on Threads on 1 October 2026 at 03:18 IST.

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