▲ local intelligence

can it run

Can the tinybox pro v2 (8× RTX 5090) run FLUX dev fp8?

YES

Comfortably. 256GB of memory against a 29GB working set leaves headroom for context, the OS, and anything else you're running.

~43–62 tok/s

weights 23GB + KV cache 2GB at 4k context vs ~32GB usable → full. 25.0 GB needed of 32 GB usable — headroom for context

computed roofline: 1792 GB/s × 0.55–0.80 efficiency window / 23.0GB (Q4_K_M) — bands, never points.

→explore the full catalog100 machines indexed · live prices · what each one can run

Specs

model file23GB (GGUF Q4_K_M)
minimum memory29GB working set
this machine256GB VRAM (8× 32GB)
paramsdev fp8
licenseflux-dev-nc / apache schnell
price$100000

Run it

model files: hugging face ↗

easy run: no stock runtime yet

Alternatives

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

→ rtx-pro-6000 — the next step up from this machine's GPU

Buy

tinygrad ↗ · Amazon ↗

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