local intelligence

can it run

Can the NVIDIA GeForce RTX 4070 run qwen2.5vl 32B?

NO

23.0 GB vs 12 GB usable — does not fit

12GB · Ada · model file 22GB · 32B

~11–17 tok/s

computed roofline: 504 GB/s × 0.46–0.76 efficiency window / 22.0GB (Q4_K_M) — bands, never points.

Run qwen2.5vl 32B on instead

Mac mini M5 Pro (64GB) — cheapest catalog machine that runs qwen2.5vl 32B fully ($1669)

rtx-4070-ti-super — the next step up from NVIDIA GeForce RTX 4070

every model the NVIDIA GeForce RTX 4070 can run — full list

explore the full catalog84 machines indexed · live prices · what each one can run
2026-09-17 · ← all models on the NVIDIA GeForce RTX 4070 · fit = weights + 4k KV vs usable memory