Builds / Nvidia GB10 (unified)

DGX Spark: Qwen3.6 35B-A3B NVFP4 on vLLM, 95.1 tok/s (Mia's AI Lab recipe)

Name: DGX Spark: Qwen3.6 35B-A3B NVFP4 on vLLM, 95.1 tok/s (Mia's AI Lab recipe)
Creator: RigBase
License: https://creativecommons.org/licenses/by/4.0/

Source: github.com ↗More source: mia-ai.net ↗📏 How measured: reported by the original source; RigBase re-checked the numbers at that source

GPU(s): Nvidia GB10 (unified)
VRAM / unified memory (GB): 128
CPU: Nvidia GB10 Grace (Arm)
Amazon · eBay (used) · Newegg
Motherboard: not stated
RAM: 128 GB LPDDR5X unified per Spark (128 GB total)
PSU: not stated
Other: 1 NVIDIA DGX Spark
Reported total cost: not stated
Power: not stated

Measured speed (generation tokens/sec)

Model	Quant	Engine	tok/s	Prompt processing (tok/s)	Details
Qwen3.6 35B-A3B	NVFP4 + MTP	vLLM, 1 stream	95.1	not stated	⚡ spec-decode (MTP)context: 262k📏 Single-stream decode as published on Mia's AI Lab recipe card (Decode speed, one stream). Peak throughput 317 tok/s ×8 streams.

Recipe and numbers by Mia's AI Lab (mia-ai.net), recipe last updated 2026-07-29; RigBase read the recipe card on 2026-10-27 and checked the decode figure against the recipe README. RigBase did not re-run it. Prefill is prompt-processing speed on a 32k prompt where listed.

Source: https://github.com/MiaAI-Lab/Unsloth-Qwen3.6-35b-NVFP4-DGX-Spark
https://mia-ai.net/models

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

Rent before you buy: try this model on a cloud GPU for a few dollars first: Runpod (referral link; sign up with Google to get the new-user bonus)

Quick answers: Can DGX Spark (GB10) run Qwen3.6 35B-A3B?