can it run
3.7 GB needed of 32 GB usable — headroom for context
32GB · RDNA3 · model file 1.7GB · 2B
computed roofline: 576 GB/s × 0.50–0.75 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)
→ Radeon AI PRO R9700 (32GB) — upgrade path machine
→ every model the Radeon PRO W7800 32GB can run — full list
→explore the full catalog90 machines indexed · live prices · what each one can run