// RUN โ€” FITS

Can the AMD Instinct MI300X 192GB run Aria?

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

Aria on the AMD Instinct MI300X 192GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 478k 67-81.9 t/s ~0.5-0.6 (slow)
Q8 yes 573k 134.1-163.9 t/s ~1-1.2 (slow)
Q4 yes 615k 239.5-292.7 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 MI300X 192GB run Aria?โ–ถ

Yes. At Q4 it generates ~239.5-292.7 tok/s and fits up to 615k 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 615k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.