// RUN โ€” FITS

Can the FuriosaAI RNGD run AgentFounder-30B?

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

AgentFounder-30B on the FuriosaAI RNGD

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 yes 48k 32.5-39.5 t/s ~0.9-1.1 (slow)
Q4 yes 99k 58-70.5 t/s ~1.5-1.9 (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 AgentFounder-30B?โ–ถ

Yes. At Q4 it generates ~58-70.5 tok/s and fits up to 99k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~1.5-1.9 tok/s.

How much context fits?โ–ถ

At Q4, up to about 99k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.