Guide: DeepSeek-V4.1-Flash on two GB10 boxes, plus a sparkDash dashboard
Step by step: run the 552B DeepSeek-V4.1-Flash across two DGX Spark / ASUS Ascent GX10 boxes, then add sparkDash as a live, locked-down dashboard for both.
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176B on two desktops: running Qwen3.8-Flash-Next across a pair of GB10s
A 176B model does not fit on one desktop. It fits on two — if you let them share a cable, and if you are prepared to distrust almost every number you measure along the way.