can it run
5.8 GB needed of 24 GB usable — headroom for context
24GB · Ampere · model file 5.6GB · 7B
computed roofline: 300 GB/s × 0.55–0.88 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 4090 (24GB, used) — upgrade path machine
→ every model the NVIDIA L4 can run — full list
→explore the full catalog84 machines indexed · live prices · what each one can run