local intelligence

can it run

Can the AMD Radeon RX 6800 run qwen2.5vl 7B?

FULL

5.8 GB needed of 16 GB usable — headroom for context

16GB · RDNA2 · model file 5.6GB · 7B

~41–66 tok/s

computed roofline: 512 GB/s × 0.45–0.72 efficiency window / 5.6GB (Q4_K_M) — bands, never points.

Run qwen2.5vl 7B on instead

Tesla P100 (16GB, used) — cheapest catalog machine that runs qwen2.5vl 7B fully ($135)

rx-6800-xt — the next step up from AMD Radeon RX 6800

every model the AMD Radeon RX 6800 can run — full list

explore the full catalog84 machines indexed · live prices · what each one can run
2026-09-17 · ← all models on the AMD Radeon RX 6800 · fit = weights + 4k KV vs usable memory