// RUN โ€” FITS

Can the FuriosaAI RNGD run Qwen-VL?

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

Qwen-VL on the FuriosaAI RNGD

QuantFits?Max contextSpeedBeyond context
FP16 yes 179k 50.8-61.7 t/s ~1.4-1.6 (slow)
Q8 yes 252k 101.6-123.4 t/s ~2.7-3.3 (slow)
Q4 yes 284k 181.4-220.4 t/s ~4.8-5.9 (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 Qwen-VL?โ–ถ

Yes. At Q4 it generates ~181.4-220.4 tok/s and fits up to 284k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~4.8-5.9 tok/s.

How much context fits?โ–ถ

At Q4, up to about 284k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.