can it run
5.4 GB needed of 48 GB usable — headroom for context
48GB · RDNA3 · model file 4.9GB · 8B
computed roofline: 864 GB/s × 0.50–0.75 efficiency window / 4.9GB (Q4_K_M) — bands, never points.
→ Tesla M60 (16GB, used) — cheapest catalog machine that runs llama3.1 8B fully ($35)
→ rtx-pro-6000 — the next step up from Radeon PRO W7900 48GB
→ every model the Radeon PRO W7900 48GB can run — full list
→explore the full catalog90 machines indexed · live prices · what each one can run