can it run
1.4 GB needed of 6 GB usable — headroom for context
6GB · Turing TU106 · model file 1.3GB · 1B
computed roofline: 336 GB/s × 0.48–0.72 efficiency window / 1.3GB (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 llama3.2 1B fully ($110)
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→ every model the NVIDIA RTX 2060 can run — full list
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