// RUN โ€” FITS

Can the FuriosaAI RNGD run Molmo 72B?

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

Molmo 72B on the FuriosaAI RNGD

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 no โ€” โ€” โ€”
Q4 yes 7k 24.2-29.4 t/s ~0.6-0.8 (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 Molmo 72B?โ–ถ

Yes. At Q4 it generates ~24.2-29.4 tok/s and fits up to 7k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~0.6-0.8 tok/s.

How much context fits?โ–ถ

At Q4, up to about 7k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.