local intelligence

can it run

Can the CPU-only (DDR5-5600 dual-channel) run qwen2.5vl 7B?

FULL

5.8 GB needed of 14 GB usable — headroom for context

~14GB usable · CPU (DDR5) · model file 5.6GB · 7B

~7.2–11 tok/s

computed roofline: 89.6 GB/s × 0.45–0.70 efficiency window / 5.6GB (Q4_K_M) — bands, never points.

Run qwen2.5vl 7B on instead

Tesla P100 (16GB, used) — cheapest catalog machine that runs qwen2.5vl 7B fully ($135)

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