local intelligence

can it run

Can the CPU-only (DDR4-3200 dual-channel) run llava 7B?

FULL

6.7 GB needed of 14 GB usable — headroom for context

~14GB usable · CPU (DDR4) · model file 4.7GB · 7B

~4.9–7.6 tok/s

computed roofline: 51.2 GB/s × 0.45–0.70 efficiency window / 4.7GB (Q4_K_M) — bands, never points.

Run llava 7B on instead

Raspberry Pi 5 + AI Kit (Hailo-8L) — cheapest catalog machine that runs llava 7B fully ($110)

every model the CPU-only (DDR4-3200 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 (DDR4-3200 dual-channel) · fit = weights + 4k KV vs usable memory