// RUN โ€” FITS

Can the FuriosaAI RNGD run MiniCPM-1.2B?

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

MiniCPM-1.2B on the FuriosaAI RNGD

QuantFits?Max contextSpeedBeyond context
FP16 yes 613k 390.8-475 t/s ~10.4-12.7 (slow)
Q8 yes 632k 781.6-949.9 t/s ~20.8-25.3 (slow)
Q4 yes 640k 1395.7-1696.3 t/s ~37.2-45.2 (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-1.2B?โ–ถ

Yes. At Q4 it generates ~1395.7-1696.3 tok/s and fits up to 640k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~37.2-45.2 tok/s.

How much context fits?โ–ถ

At Q4, up to about 640k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.