local intelligence

can it run

Can the AMD Radeon RX 6800 run SDXL SDXL base?

FULL

8.9 GB needed of 16 GB usable — headroom for context

16GB · RDNA2 · model file 6.9GB · SDXL base

~33–53 tok/s

computed roofline: 512 GB/s × 0.45–0.72 efficiency window / 6.9GB (Q4_K_M) — bands, never points.

Run SDXL SDXL base on instead

Tesla P100 (16GB, used) — cheapest catalog machine that runs SDXL SDXL base 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