can it run
5.8 GB needed of 12 GB usable — headroom for context
12GB · Ampere · model file 5.6GB · 7B
computed roofline: 288 GB/s × 0.55–0.88 efficiency window / 5.6GB (Q4_K_M) — bands, never points.
→ Tesla M60 (16GB, used) — cheapest catalog machine that runs qwen2.5vl 7B fully ($35)
→ rtx-a4000 — the next step up from NVIDIA RTX A2000 12GB
→ every model the NVIDIA RTX A2000 12GB can run — full list
→explore the full catalog91 machines indexed · live prices · what each one can run