// RUN โ€” FITS

Can the Instinct MI440X run Prithvi-100M?

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

Prithvi-100M on the Instinct MI440X

QuantFits?Max contextSpeedBeyond context
FP16 yes 6039k 61740-75460 t/s ~126-154 (slow)
Q8 yes 6040k 123480-150920 t/s ~252-308 (slow)
Q4 yes 6041k 220500-269500 t/s ~450-550 (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 Prithvi-100M?โ–ถ

Yes. At Q4 it generates ~220500-269500 tok/s and fits up to 6041k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~450-550 tok/s.

How much context fits?โ–ถ

At Q4, up to about 6041k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.