// RUN โ€” FITS

Can the Apple M2 Max 96GB 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 Apple M2 Max 96GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 1286k 453.3-546.7 t/s ~11.3-13.7 (slow)
Q8 yes 1291k 906.7-1093.3 t/s ~22.7-27.3 (slow)
Q4 yes 1293k 1619-1952.4 t/s ~40.5-48.8 (slow)

Estimate (memory-bound). Beyond "max context" the KV cache spills to SSD swap and speed drops to the "beyond" figure.

FAQ

Can the Apple M2 Max 96GB run Prithvi-EO-2.0 300M?โ–ถ

Yes. At Q4 it generates ~1619-1952.4 tok/s and fits up to 1293k context; beyond that it spills to SSD swap and slows to ~40.5-48.8 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1293k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.