// RUN โ€” FITS

Can the FuriosaAI RNGD run BIDAF?

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

BIDAF on the FuriosaAI RNGD

QuantFits?Max contextSpeedBeyond context
FP16 yes 651k 187500-227884.6 t/s ~5000-6076.9 (slow)
Q8 yes 651k 375000-455769.2 t/s ~10000-12153.8 (slow)
Q4 yes 651k 669642.9-813873.6 t/s ~17857.1-21703.3 (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 BIDAF?โ–ถ

Yes. At Q4 it generates ~669642.9-813873.6 tok/s and fits up to 651k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~17857.1-21703.3 tok/s.

How much context fits?โ–ถ

At Q4, up to about 651k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.