can it run
3.7 GB needed of 432 GB usable — headroom for context
432GB · CDNA5 · model file 1.7GB · 2B
computed roofline: 23300 GB/s × 0.28–0.45 efficiency window / 1.7GB (Q4_K_M) — bands, never points. Small models (under ~4.5B) run BELOW these bands — kernel-launch overhead keeps them from saturating bandwidth (measured against community medians, 09-06).
→ Tesla M60 (16GB, used) — cheapest catalog machine that runs moondream 2B fully ($35)
→ NVIDIA DGX Station (GB300) — upgrade path machine
→ every model the AMD Instinct MI430X 432GB can run — full list
→explore the full catalog90 machines indexed · live prices · what each one can run