// RUN โ€” FITS

Can the AMD Instinct MI325X run Prithvi-EO-2.0 300M?

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

Prithvi-EO-2.0 300M on the AMD Instinct MI325X

QuantFits?Max contextSpeedBeyond context
FP16 yes 3562k 6300-7700 t/s ~42-51.3 (slow)
Q8 yes 3566k 12600-15400 t/s ~84-102.7 (slow)
Q4 yes 3568k 22500-27500 t/s ~150-183.3 (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 Prithvi-EO-2.0 300M?โ–ถ

Yes. At Q4 it generates ~22500-27500 tok/s and fits up to 3568k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~150-183.3 tok/s.

How much context fits?โ–ถ

At Q4, up to about 3568k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.