local intelligence

can it run

Can the tinybox red v2 (4× 9070 XT) run gemma3 12B?

YES

Comfortably. 16GB of memory against a 11GB working set leaves headroom for context, the OS, and anything else you're running.

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Specs

model file8.1GB (GGUF Q4_K_M)
minimum memory11GB working set
this machine4× 16GB = 64GB VRAM
params12B
licensegemma
price$12000

Run it

model files: hugging face ↗

easy run: ollama pull gemma3:12b

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

Alternatives

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

Buy

tinygrad ↗ · Amazon ↗

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