// RUN โ€” FITS

Can the FuriosaAI RNGD run PepMLM?

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

PepMLM on the FuriosaAI RNGD

QuantFits?Max contextSpeedBeyond context
FP16 yes 559k 162.5-197.5 t/s ~4.3-5.3 (slow)
Q8 yes 605k 325-395 t/s ~8.7-10.5 (slow)
Q4 yes 625k 580.4-705.4 t/s ~15.5-18.8 (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 PepMLM?โ–ถ

Yes. At Q4 it generates ~580.4-705.4 tok/s and fits up to 625k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~15.5-18.8 tok/s.

How much context fits?โ–ถ

At Q4, up to about 625k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.