// RUN โ€” FITS

Can the Instinct MI440X run Unified-IO (XL)?

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

Unified-IO (XL) on the Instinct MI440X

QuantFits?Max contextSpeedBeyond context
FP16 yes 5952k 2110.8-2579.8 t/s ~4.3-5.3 (slow)
Q8 yes 5997k 4221.5-5159.7 t/s ~8.6-10.5 (slow)
Q4 yes 6017k 7538.5-9213.7 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 Instinct MI440X run Unified-IO (XL)?โ–ถ

Yes. At Q4 it generates ~7538.5-9213.7 tok/s and fits up to 6017k 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 6017k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.