can it run
1.4 GB needed of 8 GB usable — headroom for context
8GB · Pascal · model file 1.3GB · 1B
computed roofline: 320 GB/s × 0.28–0.50 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)
→ rtx-5060-ti-16 — the next step up from NVIDIA GTX 1080
→ every model the NVIDIA GTX 1080 can run — full list
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