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vLLM 0.31 Speeds Up DeepSeek and Slashes Engine Restart Times

The latest vLLM release lands DeepSeek-V4.1-Flash kernels, hot-restart weight caching, Model Runner V2 speculative decoding, and large-scale MoE serving upgrades.

vLLM 0.31 Speeds Up DeepSeek and Slashes Engine Restart Times
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vLLM
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AlphaSignal Newsroom
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1 min read

The latest vLLM release lands DeepSeek-V4.1-Flash kernels, hot-restart weight caching, Model Runner V2 speculative decoding, and large-scale MoE serving upgrades.

Reporting is indexed from AlphaSignal. Rights remain with the original publisher and cited sources.

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