can it run
5.8 of 6 GB usable — keep context modest
~6GB usable · CPU (DDR3) · model file 5.6GB · 7B
computed roofline: 25.6 GB/s × 0.45–0.70 efficiency window / 5.6GB (Q4_K_M) — bands, never points.
→ Tesla P100 (16GB, used) — cheapest catalog machine that runs qwen2.5vl 7B fully ($135)
→ every model the CPU-only (DDR3 dual-channel) can run — full list
→explore the full catalog84 machines indexed · live prices · what each one can run