can it run
9.6 GB needed of 12 GB usable — headroom for context
12GB · Blackwell · model file 8.1GB · 12B
computed roofline: 672 GB/s × 0.56–0.80 efficiency window / 8.1GB (Q4_K_M) — bands, never points.
Community check: ~69 tok/s · 12-15B Q4 · 3 runs · just above our band (15% over the high edge) — localmaxxing.com
→ Tesla P100 (16GB, used) — cheapest catalog machine that runs gemma3 12B fully ($135)
→ rtx-5070-ti — the next step up from NVIDIA GeForce RTX 5070
→ every model the NVIDIA GeForce RTX 5070 can run — full list
→explore the full catalog84 machines indexed · live prices · what each one can run