// RUN โ€” FITS

Can the NVIDIA GeForce RTX 3070 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 3070

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 yes 44k 109.7-130.8 t/s ~9.8-11.7 (slow)
Q4 yes 64k 196-233.6 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 3070 run Granite Vision 3.2 2B?โ–ถ

Yes. At Q4 it generates ~196-233.6 tok/s and fits up to 64k 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 64k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.