// RUN โ€” FITS

Can the FuriosaAI RNGD run MiniCPM-2.4B?

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

MiniCPM-2.4B on the FuriosaAI RNGD

QuantFits?Max contextSpeedBeyond context
FP16 yes 576k 199.6-242.6 t/s ~5.3-6.5 (slow)
Q8 yes 614k 399.3-485.2 t/s ~10.6-12.9 (slow)
Q4 yes 630k 713-866.5 t/s ~19-23.1 (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 MiniCPM-2.4B?โ–ถ

Yes. At Q4 it generates ~713-866.5 tok/s and fits up to 630k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~19-23.1 tok/s.

How much context fits?โ–ถ

At Q4, up to about 630k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.