can it run
1.4 GB needed of 13.5 GB usable — headroom for context
~13.5GB usable · Xe2 (iGPU) · model file 1.3GB · 1B
computed roofline: 136.5 GB/s × 0.25–0.80 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)
→ every model the Intel Arc 140V (Lunar Lake) can run — full list
→explore the full catalog84 machines indexed · live prices · what each one can run