can it run
67.8 GB vs 62 GB usable — partial CPU offload, expect large speed loss With a q8 (quantized) KV cache it comes to the edge (67.4GB) — possible with modest context, at some quality cost.
~62GB usable · Apple M1 Ultra · model file 67GB · Scout 109B A17B
computed roofline: 800 GB/s × 0.55–0.80 efficiency window / 67.0GB (Q4_K_M) — bands, never points.
→ NIMO AI Mini PC (128GB) — cheapest catalog machine that runs LLAMA4 Scout 109B A17B fully ($1999)
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