// RUN โ€” FITS

Can the NVIDIA GeForce RTX 3090 Ti run Granite 3.2 2B?

Yes โ€” here's how fast and up to what context, with real measured numbers.

Granite 3.2 2B on the NVIDIA GeForce RTX 3090 Ti

QuantFits?Max contextSpeedBeyond context
FP16 yes 237k 145.4-173.3 t/s ~5.8-6.9 (slow)
Q8 yes 275k 290.8-346.6 t/s ~11.5-13.8 (slow)
Q4 yes 292k 519.4-619 t/s ~20.6-24.6 (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 Ti run Granite 3.2 2B?โ–ถ

Yes. At Q4 it generates ~519.4-619 tok/s and fits up to 292k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~20.6-24.6 tok/s.

How much context fits?โ–ถ

At Q4, up to about 292k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.