can it run
26.5 GB vs 12 GB usable — does not fit
12GB · Volta · model file 26GB · 8x7B MoE
computed roofline: 652.8 GB/s × 0.46–0.76 efficiency window / 3.9GB (Q4_K_M) — bands, never points.
MoE: file is 26GB (that decides fit) but only ~1.05B of experts activate per token (~3.9GB streamed) — band below is the active-expert estimate, optimistic; community MoE rows run several× the naive bandwidth math
→ Mac mini M5 Pro (64GB) — cheapest catalog machine that runs mixtral 8x7B MoE fully ($1669)
→ tesla-v100-32gb — the next step up from NVIDIA Titan V 12GB
→ every model the NVIDIA Titan V 12GB can run — full list
→explore the full catalog90 machines indexed · live prices · what each one can run