// RUN โ€” FITS

Can the FuriosaAI RNGD run OntoProtein?

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

OntoProtein on the FuriosaAI RNGD

QuantFits?Max contextSpeedBeyond context
FP16 yes 638k 1160.7-1410.7 t/s ~31-37.6 (slow)
Q8 yes 645k 2321.4-2821.4 t/s ~61.9-75.2 (slow)
Q4 yes 647k 4145.4-5038.3 t/s ~110.5-134.4 (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 OntoProtein?โ–ถ

Yes. At Q4 it generates ~4145.4-5038.3 tok/s and fits up to 647k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~110.5-134.4 tok/s.

How much context fits?โ–ถ

At Q4, up to about 647k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.