can it run
5.8 GB needed of 12 GB usable — headroom for context
12GB · Blackwell · model file 5.6GB · 7B
computed roofline: 672 GB/s × 0.56–0.80 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-5070-ti — the next step up from NVIDIA GeForce RTX 5070
→ every model the NVIDIA GeForce RTX 5070 can run — full list
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