can it run
No. 192GB of memory can't hold the 363GB working set this model needs. A smaller quant or a bigger machine is required.
weights 290GB + KV cache 0.97GB at 4k context vs ~190GB usable → no. 291.0 GB vs 190 GB usable — does not fit
computed roofline: 256 GB/s × 0.60–0.85 efficiency window / 290.0GB (Q4_K_M) — bands, never points.
| model file | 290GB (GGUF Q4_K_M) |
| minimum memory | 363GB working set |
| this machine | up to 192GB LPDDR5X (160GB GPU-assignable) |
| params | 480B A35B cloud-class |
| license | apache-2.0 |
| price | $4500 |
easy run: ollama pull qwen3-coder:480b
runs with: ollama · llama.cpp · koboldcpp · lm studio
→ ASUS ExpertCenter Pro ET900N G3 (GB300) — cheapest machine that runs it ($60000)