// RUN โ€” FITS

Can the Instinct MI440X run Stable Diffusion 3.5 Medium?

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

Stable Diffusion 3.5 Medium on the Instinct MI440X

QuantFits?Max contextSpeedBeyond context
FP16 yes 5965k 2469.6-3018.4 t/s ~5-6.2 (slow)
Q8 yes 6003k 4939.2-6036.8 t/s ~10.1-12.3 (slow)
Q4 yes 6020k 8820-10780 t/s ~18-22 (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 Instinct MI440X run Stable Diffusion 3.5 Medium?โ–ถ

Yes. At Q4 it generates ~8820-10780 tok/s and fits up to 6020k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~18-22 tok/s.

How much context fits?โ–ถ

At Q4, up to about 6020k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.