// RUN โ€” FITS

Can the FuriosaAI RNGD run Cambrian-1-34B?

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

Cambrian-1-34B on the FuriosaAI RNGD

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 yes 33k 28.7-34.9 t/s ~0.8-0.9 (slow)
Q4 yes 90k 51.2-62.2 t/s ~1.4-1.7 (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 Cambrian-1-34B?โ–ถ

Yes. At Q4 it generates ~51.2-62.2 tok/s and fits up to 90k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~1.4-1.7 tok/s.

How much context fits?โ–ถ

At Q4, up to about 90k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.