Can 2x RTX PRO 4000 Blackwell run Qwen3.8 Flash-Next?

Probably only partly: the weights are larger than its memory, so part of the model likely ran from system RAM. Measured 100 tok/s generation with part of the model offloaded to system RAM (capy-flash v0.7.1, prose decode (low end of 100-114), GSQ-RCO (64 GB edition); source).

Every measured result for Qwen3.8 Flash-Next on 2x RTX PRO 4000 Blackwell

Build	Quant / setup	Engine	tok/s
Dual RTX PRO 4000 Blackwell on Threadripper PRO 5975WX	GSQ-RCO (64 GB edition)	capy-flash v0.7.1, prose decode (low end of 100-114)	100 CPU offload	source

Memory: 2x RTX PRO 4000 Blackwell has 48 GB. Qwen3.8 Flash-Next weights are about 110.1 GB at Q4_K_M (180B params × 4.89 bits ÷ 8, before context/KV cache). Arithmetic, not a measurement; long contexts need more. Check other quants in the VRAM calculator.

Speeds are decode (generation) tokens/sec as reported by each source; quant, engine and context differ, so small gaps are noise.

All measured speeds for Qwen3.8 Flash-Next: best home rig for Qwen3.8 Flash-Next.

Qwen3.8 Flash-Next on other hardware: 2x Intel Arc Pro B70 · 2x RTX 5070 Ti · 2x RTX 5080 · 2x Tesla V100 32GB · DGX Spark (GB10) · RTX 5090

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