// RUN โ€” FITS

Can the AMD Instinct MI300X 192GB 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 MI300X 192GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 2581k 560.2-684.7 t/s ~4.2-5.2 (slow)
Q8 yes 2627k 1120.5-1369.5 t/s ~8.5-10.3 (slow)
Q4 yes 2647k 2000.8-2445.5 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 MI300X 192GB run Granite Vision 3.2 2B?โ–ถ

Yes. At Q4 it generates ~2000.8-2445.5 tok/s and fits up to 2647k 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 2647k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.