// RUN โ€” FITS

Can the AMD Instinct MI325X run Granite Vision 3.2 2B?

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

Granite Vision 3.2 2B on the AMD Instinct MI325X

QuantFits?Max contextSpeedBeyond context
FP16 yes 3480k 634.2-775.2 t/s ~4.2-5.2 (slow)
Q8 yes 3525k 1268.5-1550.3 t/s ~8.5-10.3 (slow)
Q4 yes 3545k 2265.1-2768.5 t/s ~15.1-18.5 (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 Granite Vision 3.2 2B?โ–ถ

Yes. At Q4 it generates ~2265.1-2768.5 tok/s and fits up to 3545k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~15.1-18.5 tok/s.

How much context fits?โ–ถ

At Q4, up to about 3545k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.