can it run
26.5 GB needed of 48 GB usable — headroom for context
48GB · Ampere · model file 26GB · 8x7B MoE
computed roofline: 768 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)
→ RTX 4090 (24GB, used) — upgrade path machine
→ every model the NVIDIA RTX A6000 can run — full list
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