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Builds / 2x Nvidia GB10 (unified, DGX Spark)

2x DGX Spark: MiniMax M3.1 Flash EXL3 SAGE 2.15 bpw on vLLM-EXL3 TP2, 19.8 tok/s prose (Tech2wild)

Last updated:

Source: github.com ↗More source: github.com ↗📏 How measured: reported by the original source; RigBase re-checked the numbers at that source
GPU(s)
2x Nvidia GB10 (unified, DGX Spark)
VRAM / unified memory (GB)
256
CPU
Nvidia GB10 Grace (Arm) per node
Amazon · eBay (used) · Newegg
Motherboard
not stated
RAM
128 GB LPDDR5X unified per Spark (256 GB total)
PSU
not stated
Other
2 NVIDIA DGX Sparks, multi-node
Reported total cost
not stated
Power
not stated

Measured speed (generation tokens/sec)

ModelQuantEnginetok/sPrompt processing (tok/s)Details
MiniMax M3.1 FlashEXL3 SAGE 2.15 bpw + DSparkvLLM-EXL3 TP2, 2 nodes, 1 stream19.8not stated⚡ spec-decode (DSpark)context: 300K📏 Single-stream prose decode as published in Tech2wild's recipe README (vcruz305 MiniMax-M3.1-Flash-EXL3 pack).
MiniMax M3.1 FlashEXL3 SAGE 2.15 bpw + DSparkvLLM-EXL3 TP2, 2 nodes, 1 stream30.4not stated⚡ spec-decode (DSpark)context: 300K📏 Single-stream code decode as published in the same Tech2wild README.

Numbers by Tech2wild (tonyd2wild); vcruz305 MiniMax-M3.1-Flash-EXL3 pack. RigBase read the GitHub README on 2026-10-28 and checked each figure against the text. RigBase did not re-run it. Speculative decoding (MTP/DFlash/DSpark) inflates predictable text; these rows prefer prose/code over counting peaks. Recipe license: NOASSERTION (custom/unclear on API).

Source: https://github.com/tonyd2wild/MiniMax-M3.1-Flash-EXL3-TP2-2x-DGX-Spark
https://github.com/tonyd2wild/MiniMax-M3.1-Flash-EXL3-TP2-2x-DGX-Spark/blob/main/README.md

Blank fields = not stated in the source. We never estimate build data; GPU street prices above are separately sourced and dated.

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Quick answers: Can 2x DGX Spark (GB10) run MiniMax M3.1 Flash?