Vol. I · No. 1Edition: AfternoonEst. 2026AboutSearchRSS

The Sand Paper

Finding grains of sand with grains of sand.
A Journal of Intelligence Transfer
New · Afternoon · 3:15 PM PT
Models & Hardware

DeepSeek-1017 Grows Past Two Sparks: Official Weights on Four

Mia shows four Sparks serving eight streams with thinking on. A three-Spark build posts its first numbers.

Four Sparks fit the official weights. Three already post numbers.

@MiaAI_lab showed DeepSeek V4.1 Flash 1017 running on four DGX Sparks: official weights on TensorFold, with eight concurrent streams and thinking on. “Important fact: official weights,” she adds. @ashxhart, who builds TensorFold, posted the same run.

She has not published speeds. She asked a builder running her recipe with native weights on SGLang across four Sparks to run sparkDash decode benchmarks: thinking on, temperature 0.7, one to eight streams.

On three Sparks, @laky_fx posted sparkDash results for DeepSeek 4.1 Flash on TensorFold 1.2.5 with tensor parallel 3. One stream ran 126.1 tok/s on code and 87.7 tok/s on prose. Twelve code streams ran 246.2 tok/s in total. Four Sparks have an advantage, he says: an extra box and a cleaner split of the model.

Sources

  1. @MiaAI_lab on X · Oct 23, 7:54 AM PT
  2. @ashxhart on X · Oct 23, 7:55 AM PT
  3. @MiaAI_lab on X · Oct 23, 7:56 AM PT
  4. @MiaAI_lab on X · Oct 23, 12:24 PM PT
  5. @laky_fx on X · Oct 23, 8:33 AM PT
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