// RUN โ€” FITS

Can the FuriosaAI RNGD run Qwen2.5-1.5B?

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

Qwen2.5-1.5B on the FuriosaAI RNGD

QuantFits?Max contextSpeedBeyond context
FP16 yes 604k 316.6-384.7 t/s ~8.4-10.3 (slow)
Q8 yes 627k 633.1-769.5 t/s ~16.9-20.5 (slow)
Q4 yes 638k 1130.6-1374.1 t/s ~30.1-36.6 (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 Qwen2.5-1.5B?โ–ถ

Yes. At Q4 it generates ~1130.6-1374.1 tok/s and fits up to 638k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~30.1-36.6 tok/s.

How much context fits?โ–ถ

At Q4, up to about 638k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.