// RUN โ€” FITS

Can the NVIDIA GeForce RTX 4070 Ti Super 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 4070 Ti Super

QuantFits?Max contextSpeedBeyond context
FP16 yes 111k 82.3-98.1 t/s ~4.9-5.8 (slow)
Q8 yes 156k 164.6-196.2 t/s ~9.8-11.7 (slow)
Q4 yes 176k 294-350.3 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 4070 Ti Super run Granite Vision 3.2 2B?โ–ถ

Yes. At Q4 it generates ~294-350.3 tok/s and fits up to 176k 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 176k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.