local intelligence

can it run

Can the tinybox red v2 (4× 9070 XT) run qwen3-coder 480B A35B cloud-class?

NO

No. 16GB of memory can't hold the 363GB working set this model needs. A smaller quant or a bigger machine is required.

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Specs

model file290GB (GGUF Q4_K_M)
minimum memory363GB working set
this machine4× 16GB = 64GB VRAM
params480B A35B cloud-class
licenseapache-2.0
price$12000

Run it

model files: hugging face ↗

easy run: ollama pull qwen3-coder:480b

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

Alternatives

ASUS ExpertCenter Pro ET900N G3 (GB300) — cheapest machine that runs it ($60000)

Buy

tinygrad ↗ · Amazon ↗

2026-09-17 · ← full hardware catalog · prices verified at source, may drift