// RUN โ€” FITS

Can the AMD Instinct MI325X run Aria?

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

Aria on the AMD Instinct MI325X

QuantFits?Max contextSpeedBeyond context
FP16 yes 703k 75.9-92.8 t/s ~0.5-0.6 (slow)
Q8 yes 798k 151.8-185.5 t/s ~1-1.2 (slow)
Q4 yes 840k 271.1-331.3 t/s ~1.8-2.2 (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 AMD Instinct MI325X run Aria?โ–ถ

Yes. At Q4 it generates ~271.1-331.3 tok/s and fits up to 840k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~1.8-2.2 tok/s.

How much context fits?โ–ถ

At Q4, up to about 840k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.