// RUN โ€” FITS

Can the AMD Radeon RX 7900 XT run Stable Diffusion XL (SDXL)?

Yes โ€” here's how fast and up to what context, with real measured numbers.

Stable Diffusion XL (SDXL) on the AMD Radeon RX 7900 XT

QuantFits?Max contextSpeedBeyond context
FP16 yes 154k 74.1-90.6 t/s ~3.7-4.5 (slow)
Q8 yes 206k 148.2-181.2 t/s ~7.4-9.1 (slow)
Q4 yes 229k 264.7-323.5 t/s ~13.2-16.2 (slow)

Estimate (memory-bound). Beyond "max context" the KV cache spills to system RAM offload (depends on your system RAM) and speed drops to the "beyond" figure.

FAQ

Can the AMD Radeon RX 7900 XT run Stable Diffusion XL (SDXL)?โ–ถ

Yes. At Q4 it generates ~264.7-323.5 tok/s and fits up to 229k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~13.2-16.2 tok/s.

How much context fits?โ–ถ

At Q4, up to about 229k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.