// RUN โ€” FITS

Can the AMD Instinct MI325X run Unified-IO (XL)?

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

Unified-IO (XL) on the AMD Instinct MI325X

QuantFits?Max contextSpeedBeyond context
FP16 yes 3482k 646.2-789.7 t/s ~4.3-5.3 (slow)
Q8 yes 3526k 1292.3-1579.5 t/s ~8.6-10.5 (slow)
Q4 yes 3546k 2307.7-2820.5 t/s ~15.4-18.8 (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 AMD Instinct MI325X run Unified-IO (XL)?โ–ถ

Yes. At Q4 it generates ~2307.7-2820.5 tok/s and fits up to 3546k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~15.4-18.8 tok/s.

How much context fits?โ–ถ

At Q4, up to about 3546k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.