can it run
3.8 GB needed of 12 GB usable — headroom for context
12GB · RDNA2 · model file 3.3GB · 4B
computed roofline: 384 GB/s × 0.45–0.72 efficiency window / 3.3GB (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 gemma3 4B fully ($110)
→ rx-6800 — the next step up from AMD Radeon RX 6750 XT
→ every model the AMD Radeon RX 6750 XT can run — full list
→explore the full catalog84 machines indexed · live prices · what each one can run