// RUN โ€” FITS

Can the AMD Instinct MI325X run KoGPT?

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

KoGPT on the AMD Instinct MI325X

QuantFits?Max contextSpeedBeyond context
FP16 yes 1691k 306.5-374.6 t/s ~2-2.5 (slow)
Q8 yes 1738k 613-749.2 t/s ~4.1-5 (slow)
Q4 yes 1759k 1094.6-1337.9 t/s ~7.3-8.9 (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 KoGPT?โ–ถ

Yes. At Q4 it generates ~1094.6-1337.9 tok/s and fits up to 1759k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~7.3-8.9 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1759k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.