can it run
3.7 GB needed of 12 GB usable — headroom for context
12GB · Ampere · model file 1.7GB · 2B
computed roofline: 912.4 GB/s × 0.46–0.76 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).
→ Raspberry Pi 5 + AI Kit (Hailo-8L) — cheapest catalog machine that runs moondream 2B fully ($110)
→ rtx-3090 — the next step up from NVIDIA GeForce RTX 3080 Ti
→ every model the NVIDIA GeForce RTX 3080 Ti can run — full list
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