// RUN โ€” FITS

Can the Instinct MI440X run openPangu 2.0 Pro?

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

openPangu 2.0 Pro on the Instinct MI440X

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 no โ€” โ€” โ€”
Q4 yes 216k 43.7-53.4 t/s ~0.1-0.1 (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 openPangu 2.0 Pro?โ–ถ

Yes. At Q4 it generates ~43.7-53.4 tok/s and fits up to 216k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~0.1-0.1 tok/s.

How much context fits?โ–ถ

At Q4, up to about 216k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.