local intelligence

can it run

Can the Radeon PRO W7800 32GB run qwen2.5vl 32B?

FULL

23.0 GB needed of 32 GB usable — headroom for context

32GB · RDNA3 · model file 22GB · 32B

~13–20 tok/s

computed roofline: 576 GB/s × 0.50–0.75 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)

Radeon AI PRO R9700 (32GB) — upgrade path machine

every model the Radeon PRO W7800 32GB can run — full list

explore the full catalog90 machines indexed · live prices · what each one can run
2026-09-24 · ← all models on the Radeon PRO W7800 32GB · fit = weights + 4k KV vs usable memory