// RUN โ€” FITS

Can the NVIDIA GeForce RTX 5060 Ti 16GB run StyleGAN2?

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

StyleGAN2 on the NVIDIA GeForce RTX 5060 Ti 16GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 201k 5450.7-6496 t/s ~486.7-580 (slow)
Q8 yes 201k 10901.3-12992 t/s ~973.3-1160 (slow)
Q4 yes 201k 19466.7-23200 t/s ~1738.1-2071.4 (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 5060 Ti 16GB run StyleGAN2?โ–ถ

Yes. At Q4 it generates ~19466.7-23200 tok/s and fits up to 201k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~1738.1-2071.4 tok/s.

How much context fits?โ–ถ

At Q4, up to about 201k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.