763B DeepSeek-V4.1-Flash runs locally at 500+ tok/s on 4x RTX Pro 6000

TheZachMueller · x · 2026-10-19

Developer fraserpricee shared a Megakernel local inference milestone: running DeepSeek-V4.1-Flash-1017 (763B params) locally at full precision on 4x RTX Pro 6000 Blackwell Max-Q, hitting 502.7 tok/s output with a standard coding prompt, plus 10,943 tok/s prefill and 244ms TTFT.

Technical details: vLLM engine, FP8, 5 DSpark tokens, full SSD ngram offload, 524,288 token context. Still work-in-progress; a full recipe is promised to follow.

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