can it run
5.8 GB needed of 12 GB usable — headroom for context
12GB · Ampere · model file 5.6GB · 7B
computed roofline: 912.4 GB/s × 0.46–0.76 efficiency window / 5.6GB (Q4_K_M) — bands, never points.
→ Tesla P100 (16GB, used) — cheapest catalog machine that runs qwen2.5vl 7B fully ($135)
→ rtx-3090 — the next step up from NVIDIA GeForce RTX 3080 Ti
→ every model the NVIDIA GeForce RTX 3080 Ti can run — full list
→explore the full catalog84 machines indexed · live prices · what each one can run