can it run
9.9 of 12 GB usable — keep context modest
12GB · Ampere · model file 9.3GB · 14B
computed roofline: 912.4 GB/s × 0.46–0.76 efficiency window / 9.3GB (Q4_K_M) — bands, never points.
→ Tesla P100 (16GB, used) — cheapest catalog machine that runs qwen3 14B fully ($135)
→ rtx-3090 — the next step up from NVIDIA GeForce RTX 3080 12GB
→ every model the NVIDIA GeForce RTX 3080 12GB can run — full list
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