// RUN โ€” FITS

Can the NVIDIA B200 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 NVIDIA B200

QuantFits?Max contextSpeedBeyond context
FP16 yes 2581k 979.9-1167.8 t/s ~4.9-5.8 (slow)
Q8 yes 2627k 1959.7-2335.6 t/s ~9.8-11.7 (slow)
Q4 yes 2647k 3499.5-4170.7 t/s ~17.5-20.9 (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 NVIDIA B200 run Granite Vision 3.2 2B?โ–ถ

Yes. At Q4 it generates ~3499.5-4170.7 tok/s and fits up to 2647k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~17.5-20.9 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.