vLLM v0.31.0 uses CRIU snapshots to restore live TP1 engines without reloading weights

vllm_project · x · 2026-10-07

vLLM shipped v0.31.0, turning cold starts into process restoration. vllm snapshot create/restore uses CRIU to checkpoint and restore a live TP1 engine without reloading weights, while vllm preload is a daemon that keeps post-quantized weights resident across restarts. As the authors put it, cold start is now a Linux problem — a real win for inference services under frequent restarts.

Related event: vLLM v0.31.0 Ships CRIU Snapshots and Preload to Kill Cold Starts(3 posts)→

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