local intelligence

can it run

Can the CPU-only (DDR5-5600 dual-channel) run gemma3 1B?

FULL

1.1 GB needed of 14 GB usable — headroom for context

~14GB usable · CPU (DDR5) · model file 1.0GB · 1B

~40–63 tok/s

computed roofline: 89.6 GB/s × 0.45–0.70 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).

Run gemma3 1B on instead

Raspberry Pi 5 + AI Kit (Hailo-8L) — cheapest catalog machine that runs gemma3 1B fully ($110)

every model the CPU-only (DDR5-5600 dual-channel) can run — full list

explore the full catalog84 machines indexed · live prices · what each one can run
2026-09-17 · ← all models on the CPU-only (DDR5-5600 dual-channel) · fit = weights + 4k KV vs usable memory