can it run
65.3 GB vs 12 GB usable — does not fit
12GB · Volta · model file 65GB · 120B MoE
computed roofline: 652.8 GB/s × 0.46–0.76 efficiency window / 9.8GB (Q4_K_M) — bands, never points.
MoE: file is 65GB (that decides fit) but only ~18B of experts activate per token (~9.8GB streamed) — band below is the active-expert estimate, optimistic; community MoE rows run several× the naive bandwidth math
→ NIMO AI Mini PC (128GB) — cheapest catalog machine that runs gpt-oss 120B MoE fully ($1999)
→ tesla-v100-32gb — the next step up from NVIDIA Titan V 12GB
→ every model the NVIDIA Titan V 12GB can run — full list
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