can it run
6.7 of 8 GB usable — keep context modest
8GB · Turing TU106 · model file 4.7GB · 7B
computed roofline: 448 GB/s × 0.48–0.72 efficiency window / 4.7GB (Q4_K_M) — bands, never points.
→ Tesla M60 (16GB, used) — cheapest catalog machine that runs llava 7B fully ($35)
→ RTX 3090 (24GB, used) — upgrade path machine
→ every model the NVIDIA RTX 2070 can run — full list
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