// RUN โ€” FITS

Can the FuriosaAI RNGD run Stable Diffusion (LDM-KL-8-G)?

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

Stable Diffusion (LDM-KL-8-G) on the FuriosaAI RNGD

QuantFits?Max contextSpeedBeyond context
FP16 yes 607k 336.2-408.6 t/s ~9-10.9 (slow)
Q8 yes 629k 672.4-817.2 t/s ~17.9-21.8 (slow)
Q4 yes 639k 1200.7-1459.4 t/s ~32-38.9 (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 FuriosaAI RNGD run Stable Diffusion (LDM-KL-8-G)?โ–ถ

Yes. At Q4 it generates ~1200.7-1459.4 tok/s and fits up to 639k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~32-38.9 tok/s.

How much context fits?โ–ถ

At Q4, up to about 639k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.