can it run
44.2 GB vs 12 GB usable — does not fit
12GB · Pascal · model file 43GB · 70B
computed roofline: 480.4 GB/s × 0.28–0.50 efficiency window / 43.0GB (Q4_K_M) — bands, never points.
→ NIMO AI Mini PC (128GB) — cheapest catalog machine that runs llama3.1 70B fully ($1999)
→ RTX 3090 (24GB, used) — upgrade path machine
→ every model the NVIDIA Titan X (Pascal) 12GB can run — full list
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