can it run
26.5 GB vs 22 GB usable — partial CPU offload, expect large speed loss
~22GB usable · NVIDIA RTX Spark N1X (Grace + Blackwell RTX) · model file 26GB · 8x7B MoE
computed roofline: 273 GB/s × 0.25–0.65 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-5090 — the next step up from NVIDIA RTX Spark N1X
→ every model the NVIDIA RTX Spark N1X can run — full list
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