can it run
3.2 GB needed of 6 GB usable — headroom for context
~6GB usable · CPU (DDR3) · model file 2.6GB · 4B
computed roofline: 25.6 GB/s × 0.45–0.70 efficiency window / 2.6GB (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 qwen3 4B fully ($110)
→ every model the CPU-only (DDR3 dual-channel) can run — full list
→explore the full catalog84 machines indexed · live prices · what each one can run