// RUN โ€” FITS

Can the AMD Instinct MI325X run Phi-4-Reasoning?

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

Phi-4-Reasoning on the AMD Instinct MI325X

QuantFits?Max contextSpeedBeyond context
FP16 yes 1257k 135-165 t/s ~0.9-1.1 (slow)
Q8 yes 1343k 270-330 t/s ~1.8-2.2 (slow)
Q4 yes 1380k 482.1-589.3 t/s ~3.2-3.9 (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 Phi-4-Reasoning?โ–ถ

Yes. At Q4 it generates ~482.1-589.3 tok/s and fits up to 1380k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~3.2-3.9 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1380k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.