// RUN โ€” FITS

Can the FuriosaAI RNGD run TxGemma 27B?

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

TxGemma 27B on the FuriosaAI RNGD

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 yes 60k 36.1-43.9 t/s ~1-1.2 (slow)
Q4 yes 105k 64.5-78.4 t/s ~1.7-2.1 (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 TxGemma 27B?โ–ถ

Yes. At Q4 it generates ~64.5-78.4 tok/s and fits up to 105k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~1.7-2.1 tok/s.

How much context fits?โ–ถ

At Q4, up to about 105k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.