// RUN โ€” FITS

Can the AMD Instinct MI325X run OLMo 2 32B?

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

OLMo 2 32B on the AMD Instinct MI325X

QuantFits?Max contextSpeedBeyond context
FP16 yes 649k 59.1-72.2 t/s ~0.4-0.5 (slow)
Q8 yes 771k 118.1-144.4 t/s ~0.8-1 (slow)
Q4 yes 824k 210.9-257.8 t/s ~1.4-1.7 (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 OLMo 2 32B?โ–ถ

Yes. At Q4 it generates ~210.9-257.8 tok/s and fits up to 824k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~1.4-1.7 tok/s.

How much context fits?โ–ถ

At Q4, up to about 824k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.