Can the RTX Pro 4000 Blackwell run Qwen3 32B?
Yes. Qwen3 32B needs about 22 GB and the RTX Pro 4000 Blackwell has 24 GB of VRAM. Expect about 18 tok/s, about reading speed.
ollama run qwen3:32bFirst time? Install Ollama, then paste that into a terminal.
Qwen3 32B needsAbout 22 GB
RTX Pro 4000 Blackwell has24 GB VRAM
Bandwidth672 GB/s
Estimated speed~18 tok/s
Want it faster?
Speed comes from memory bandwidth: the card reads all 20 GB of active weights for every token. On the RTX Pro 4000 Blackwell, Qwen3 30B-A3B runs at about 120 tok/s if you can trade some quality for speed. Cards that run Qwen3 32B faster:
How we estimate
Speed is roughly memory bandwidth divided by the weights read per token, calibrated on our own rack. Sizes are Ollama's default 4-bit downloads plus about 1.2 GB for context. Real results are usually within about a third. Measured it yourself? Send us the number.
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