can it run
3.7 of 4 GB usable — keep context modest
4GB · Turing · model file 1.7GB · 2B
computed roofline: 192 GB/s × 0.48–0.72 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)
→ gtx-1660-super — the next step up from NVIDIA GeForce GTX 1650 Super
→ every model the NVIDIA GeForce GTX 1650 Super can run — full list
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