// RUN โ€” FITS

Can the FuriosaAI RNGD run SANA 1.5 4.8B?

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

SANA 1.5 4.8B on the FuriosaAI RNGD

QuantFits?Max contextSpeedBeyond context
FP16 yes 504k 101.6-123.4 t/s ~2.7-3.3 (slow)
Q8 yes 578k 203.1-246.9 t/s ~5.4-6.6 (slow)
Q4 yes 610k 362.7-440.8 t/s ~9.7-11.8 (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 SANA 1.5 4.8B?โ–ถ

Yes. At Q4 it generates ~362.7-440.8 tok/s and fits up to 610k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~9.7-11.8 tok/s.

How much context fits?โ–ถ

At Q4, up to about 610k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.