can it run
19.0 GB vs 6 GB usable — does not fit
6GB · Pascal (laptop) · model file 18.6GB · 30B-A3B MoE
computed roofline: 192.2 GB/s × 0.28–0.50 efficiency window / 1.9GB (Q4_K_M) — bands, never points.
MoE: file is 18.6GB (that decides fit) but only ~3B of experts activate per token (~1.9GB streamed) — band below is the active-expert estimate, optimistic; community MoE rows run several× the naive bandwidth math
→ Mac mini M4 (32GB) — cheapest catalog machine that runs qwen3 30B-A3B MoE fully ($999)
→ every model the GTX 1060 Mobile can run — full list
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