can it run
3.7 GB needed of 8 GB usable — headroom for context
8GB · Turing TU106 · model file 1.7GB · 2B
computed roofline: 448 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).
→ Tesla M60 (16GB, used) — cheapest catalog machine that runs moondream 2B fully ($35)
→ rtx-3060-12 — the next step up from NVIDIA GeForce RTX 2060 Super
→ every model the NVIDIA GeForce RTX 2060 Super can run — full list
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