// RUN โ€” FITS

Can the NVIDIA GeForce RTX 3090 Ti run VILA1.5-13B?

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

VILA1.5-13B on the NVIDIA GeForce RTX 3090 Ti

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 yes 43k 54.5-65 t/s ~2.2-2.6 (slow)
Q4 yes 79k 97.4-116.1 t/s ~3.9-4.6 (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 VILA1.5-13B?โ–ถ

Yes. At Q4 it generates ~97.4-116.1 tok/s and fits up to 79k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~3.9-4.6 tok/s.

How much context fits?โ–ถ

At Q4, up to about 79k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.