// RUN โ€” FITS

Can the FuriosaAI RNGD run Tranception?

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

Tranception on the FuriosaAI RNGD

QuantFits?Max contextSpeedBeyond context
FP16 yes 630k 696.4-846.4 t/s ~18.6-22.6 (slow)
Q8 yes 640k 1392.9-1692.9 t/s ~37.1-45.1 (slow)
Q4 yes 645k 2487.2-3023 t/s ~66.3-80.6 (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 Tranception?โ–ถ

Yes. At Q4 it generates ~2487.2-3023 tok/s and fits up to 645k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~66.3-80.6 tok/s.

How much context fits?โ–ถ

At Q4, up to about 645k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.