DeepSeek-V4.1-Flash hits 675.9 tok/s decode on 4× RTX PRO 6000 workstation

0xSero · x · 2026-10-22

0xSero shared a local inference benchmark: DeepSeek-V4.1-Flash-1017 running original weights on 4× RTX PRO 6000 (4×96GB) reaches 675.9 tok/s decode at concurrency 1, with a 528K context window, as measured by Sybil AI's dashboard. Inference recipes are promised to follow, showing workstation-class hardware can now serve large open models at very high single-user speed.

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