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Comments on No. 22 of 139 · vLLM Blog · edition of Thursday 5 November 2026

vLLM Delivers Day-0 Support for Kimi K3.1 Pro

Summary

vLLM has added day-0 support for Moonshot AI's Kimi K3.1 Pro, a 2.8T-parameter open-weight multimodal MoE model with a 1M-token context. The main change is DSA sparse attention in its 24 full-attention layers, which cuts the memory reads per decode step at long context to roughly a quarter of dense…

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