can it run
5.4 GB needed of 16 GB usable — headroom for context
16GB · RDNA2 · model file 4.9GB · 8B
computed roofline: 512 GB/s × 0.45–0.72 efficiency window / 4.9GB (Q4_K_M) — bands, never points.
→ Tesla P100 (16GB, used) — cheapest catalog machine that runs llama3.1 8B fully ($135)
→ rx-7900-xtx — the next step up from AMD Radeon RX 6900 XT
→ every model the AMD Radeon RX 6900 XT can run — full list
→explore the full catalog84 machines indexed · live prices · what each one can run