can it run
3.7 GB needed of 32 GB usable — headroom for context
32GB · GCN5.1 · model file 1.7GB · 2B
computed roofline: 1024 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)
→ RTX 3090 (24GB, used) — upgrade path machine
→ every model the AMD Radeon Instinct MI60 can run — full list
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