DGX Station + one RTX Pro 6K hits 63K tok/s prefill on DeepSeek V4.1 Flash
Sentdex · x · 2026-10-07
Sentdex shared hands-on numbers from NVIDIA's DGX Station: adding a single RTX Pro 6K card lets it run DeepSeek V4.1 Flash at roughly 63K tok/s prefill and 450 tok/s decode, delivering remarkably fast time-to-first-token. He calls it the coolest DGX Station setup so far and links to the recipe — valuable reference data for local inference workstation builders.
Related event: DGX Station Paired with RTX Pro 6K Hits 60K tok/s on DeepSeek Prefill(2 posts)→
More from Infra
- Polymarket puts 25% odds on data centers launching to space by end of 2026 — Polymarket · 2026-10-07
- Airbnb Engineering: replay real DB traffic instead of trusting synthetic benchmarks — rseroter · 2026-10-07
- Inference startup engy grows revenue 100% MoM, processing 4-5B Kimi K3 tokens daily — markjeffrey · 2026-10-07
- Reza Zadeh claims faster matrix multiplication algorithm, suspects labs near exponent 2 — Reza_Zadeh · 2026-10-07
- Ministack: open-source local AWS emulator runs 60+ services on one port, free LocalStack alternative — tom_doerr · 2026-10-07
- EIA projects record US power demand through 2027, driven by AI data centers — Polymarket · 2026-10-07