// RUN โ€” FITS

Can the FuriosaAI RNGD run Hymba?

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

Hymba on the FuriosaAI RNGD

QuantFits?Max contextSpeedBeyond context
FP16 yes 605k 325-395 t/s ~8.7-10.5 (slow)
Q8 yes 628k 650-790 t/s ~17.3-21.1 (slow)
Q4 yes 638k 1160.7-1410.7 t/s ~31-37.6 (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 Hymba?โ–ถ

Yes. At Q4 it generates ~1160.7-1410.7 tok/s and fits up to 638k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~31-37.6 tok/s.

How much context fits?โ–ถ

At Q4, up to about 638k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.