can it run
21.0 GB vs 8 GB usable — does not fit
8GB · Pascal · model file 20GB · 32B
computed roofline: 320 GB/s × 0.28–0.50 efficiency window / 20.0GB (Q4_K_M) — bands, never points.
→ Tesla V100 32GB (used) — cheapest catalog machine that runs qwen3 32B fully ($700)
→ rtx-5060-ti-16 — the next step up from NVIDIA GTX 1080
→ every model the NVIDIA GTX 1080 can run — full list
→explore the full catalog91 machines indexed · live prices · what each one can run