can it run
5.8 of 6 GB usable — keep context modest
6GB · Turing TU106 · model file 5.6GB · 7B
computed roofline: 336 GB/s × 0.48–0.72 efficiency window / 5.6GB (Q4_K_M) — bands, never points.
→ Tesla P100 (16GB, used) — cheapest catalog machine that runs qwen2.5vl 7B fully ($135)
→ rtx-5060-ti-16 — the next step up from NVIDIA RTX 2060
→ every model the NVIDIA RTX 2060 can run — full list
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