// RUN โ€” FITS

Can the FuriosaAI RNGD run Swallow?

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

Swallow on the FuriosaAI RNGD

QuantFits?Max contextSpeedBeyond context
FP16 yes 649k 6964.3-8464.3 t/s ~185.7-225.7 (slow)
Q8 yes 650k 13928.6-16928.6 t/s ~371.4-451.4 (slow)
Q4 yes 650k 24872.4-30229.6 t/s ~663.3-806.1 (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 Swallow?โ–ถ

Yes. At Q4 it generates ~24872.4-30229.6 tok/s and fits up to 650k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~663.3-806.1 tok/s.

How much context fits?โ–ถ

At Q4, up to about 650k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.