can it run
5.8 GB needed of 12 GB usable — headroom for context
12GB · RDNA2 gfx1031 · model file 5.6GB · 7B
computed roofline: 384 GB/s × 0.20–0.50 efficiency window / 5.6GB (Q4_K_M) — bands, never points.
→ Tesla P100 (16GB, used) — cheapest catalog machine that runs qwen2.5vl 7B fully ($135)
→ radeon-9070-xt — the next step up from AMD RX 6700 XT
→ every model the AMD RX 6700 XT can run — full list
→explore the full catalog84 machines indexed · live prices · what each one can run