can it run
5.4 of 6 GB usable — keep context modest
6GB · Ampere GA106 · model file 4.9GB · 8B
computed roofline: 336 GB/s × 0.55–0.88 efficiency window / 4.9GB (Q4_K_M) — bands, never points.
→ Tesla P100 (16GB, used) — cheapest catalog machine that runs llama3.1 8B fully ($135)
→ every model the RTX 3060 Laptop can run — full list
→explore the full catalog84 machines indexed · live prices · what each one can run