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DGX Spark with Qwen3.6 27B NVFP4 + DFlash speculative decoding

GPU(s)Nvidia GB10 (unified)
VRAM / unified memory (GB)128
CPUNvidia Grace (GB10)
Amazon Β· eBay (used) Β· Newegg
Motherboard
RAM128 GB unified
PSU
OthervLLM + z-lab DFlash drafter, thinking on
Reported total cost
Power

Measured speed (generation tokens/sec)

πŸ“ How measured: reported by the original source; RigBase re-checked the numbers at that source

ModelQuantEnginetok/sDetails
Qwen3.6 27BNVFP4vLLM + DFlash spec decoding32.83⚑ spec-decode (DFlash)πŸ“ Median decode, Docker reproduction
Qwen3.6 27BFP8vLLM autoregressive baseline7.85πŸ“ Autoregressive baseline, same reproduction

Docker reproduction; median decode 32.83 tok/s (mean 40.10). Thinking off drops speed sharply. Found via localmaxxing (discovery only); numbers re-checked at the original source on 2026-10-24.

Source: https://github.com/my-other-github-account/qwen36-dflash-spark-repro

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 27B?