can it run
11.1 of 12 GB usable — keep context modest
12GB · Battlemage · model file 8.0GB · 13B
computed roofline: 456 GB/s × 0.60–0.78 efficiency window / 8.0GB (Q4_K_M) — bands, never points.
→ Tesla M60 (16GB, used) — cheapest catalog machine that runs llava 13B fully ($35)
→ arc-b60 — the next step up from Intel Arc B580
→ every model the Intel Arc B580 can run — full list
→explore the full catalog91 machines indexed · live prices · what each one can run