can it run
9.9 GB vs 8 GB usable — partial CPU offload, expect large speed loss
8GB · Ampere GA104 · model file 9.3GB · 14B
computed roofline: 448 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)
→ every model the RTX 3070 Laptop can run — full list
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