can it run
19.0 GB needed of 32 GB usable — headroom for context
32GB · GCN5.1 · model file 18.6GB · 30B-A3B MoE
computed roofline: 1024 GB/s × 0.28–0.45 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-coder 30B-A3B MoE fully ($999)
→ RTX 3090 (24GB, used) — upgrade path machine
→ every model the AMD Radeon Instinct MI60 can run — full list
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