can it run
5.4 GB needed of 13.5 GB usable — headroom for context
~13.5GB usable · Adreno (iGPU) · model file 4.9GB · 8B
computed roofline: 135.2 GB/s × 0.25–0.80 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 Adreno X1-45 (Snapdragon X Plus) can run — full list
→explore the full catalog84 machines indexed · live prices · what each one can run