▲ local intelligence

can it run

Can the tinybox green v2 blackwell (4× RTX PRO 6000) run devstral 24B?

YES

Comfortably. 384GB of memory against a 19GB working set leaves headroom for context, the OS, and anything else you're running.

~56–93 tok/s

weights 14.6GB + KV cache 0.62GB at 4k context vs ~96GB usable → full. 15.2 GB needed of 96 GB usable — headroom for context

computed roofline: 1792 GB/s × 0.46–0.76 efficiency window / 14.6GB (Q4_K_M) — bands, never points.

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Specs

model file14.6GB (GGUF Q4_K_M)
minimum memory19GB working set
this machine384GB VRAM (4× 96GB)
params24B
licenseapache-2.0
price$91000

Run it

model files: hugging face ↗

easy run: ollama pull devstral:24b

runs with: ollama · llama.cpp · koboldcpp · lm studio

Alternatives

→ ASUS ExpertCenter Pro ET900N G3 (GB300) — this model on the biggest machine

Buy

tinygrad ↗ · Amazon ↗

2026-10-08 · ← full hardware catalog · prices verified at source, may drift