// RUN โ€” FITS

Can the NVIDIA GeForce RTX 3090 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 GeForce RTX 3090

QuantFits?Max contextSpeedBeyond context
FP16 yes 223k 114.6-136.6 t/s ~4.9-5.8 (slow)
Q8 yes 269k 229.3-273.3 t/s ~9.8-11.7 (slow)
Q4 yes 289k 409.4-488 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 GeForce RTX 3090 run Granite Vision 3.2 2B?โ–ถ

Yes. At Q4 it generates ~409.4-488 tok/s and fits up to 289k 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 289k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.