can it run
1.1 GB needed of 48 GB usable — headroom for context
48GB · Ampere · model file 1.0GB · 1B
computed roofline: 768 GB/s × 0.46–0.76 efficiency window / 1.0GB (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 1B fully ($110)
→ RTX 4090 (24GB, used) — upgrade path machine
→ every model the NVIDIA RTX A6000 can run — full list
→explore the full catalog84 machines indexed · live prices · what each one can run