// RUN โ€” FITS

Can the Intel Arc B580 12GB run Prithvi-EO-2.0 600M?

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

Prithvi-EO-2.0 600M on the Intel Arc B580 12GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 127k 220.4-273.6 t/s ~19.3-24 (slow)
Q8 yes 136k 440.8-547.2 t/s ~38.7-48 (slow)
Q4 yes 140k 787.1-977.1 t/s ~69-85.7 (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 Intel Arc B580 12GB run Prithvi-EO-2.0 600M?โ–ถ

Yes. At Q4 it generates ~787.1-977.1 tok/s and fits up to 140k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~69-85.7 tok/s.

How much context fits?โ–ถ

At Q4, up to about 140k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.