Highlights

vLLM ships day-0 support for Kimi K3.1 Pro

vLLM announced day-0 support for Kimi K3.1 Pro, including sparse attention on a KDA hybrid architecture, a packed KV cache with FP8 or NVFP4 latents and MXFP4 index keys, and token-sharded prefill.

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