can it run
3.7 GB needed of 32 GB usable — headroom for context
32GB · Battlemage · model file 1.7GB · 2B
computed roofline: 608 GB/s × 0.60–0.78 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)
→ rtx-3090 — the next step up from Intel Arc Pro B70 (Battlemage Pro)
→ every model the Intel Arc Pro B70 (Battlemage Pro) can run — full list
→explore the full catalog91 machines indexed · live prices · what each one can run