can it run
9.6 GB needed of 12 GB usable — headroom for context
12GB · Pascal · model file 8.1GB · 12B
computed roofline: 547.6 GB/s × 0.28–0.50 efficiency window / 8.1GB (Q4_K_M) — bands, never points.
→ Tesla M60 (16GB, used) — cheapest catalog machine that runs gemma3 12B fully ($35)
→ RTX 3090 (24GB, used) — upgrade path machine
→ every model the NVIDIA Titan Xp 12GB can run — full list
→explore the full catalog90 machines indexed · live prices · what each one can run