can it run
5.4 GB needed of 30 GB usable — headroom for context
~30GB usable · CPU (DDR5) · model file 4.9GB · 8B
computed roofline: 179.2 GB/s × 0.45–0.70 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 CPU-only (DDR5 tuned / 4-channel) can run — full list
→explore the full catalog84 machines indexed · live prices · what each one can run