can it run
5.4 GB needed of 192 GB usable — headroom for context
192GB · Blackwell · model file 4.9GB · 8B
computed roofline: 8000 GB/s × 0.46–0.76 efficiency window / 4.9GB (Q4_K_M) — bands, never points.
→ Tesla M60 (16GB, used) — cheapest catalog machine that runs llama3.1 8B fully ($35)
→ NVIDIA DGX Station (GB300) — upgrade path machine
→ every model the NVIDIA B200 192GB can run — full list
→explore the full catalog90 machines indexed · live prices · what each one can run