can it run
19.0 GB vs 6 GB usable — does not fit
6GB · Turing · model file 18.6GB · 30B-A3B MoE
computed roofline: 288 GB/s × 0.48–0.72 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-3060-ti — the next step up from NVIDIA GeForce GTX 1660 Ti 6GB
→ every model the NVIDIA GeForce GTX 1660 Ti 6GB can run — full list
→explore the full catalog84 machines indexed · live prices · what each one can run