// RUN โ€” FITS

Can the NVIDIA GeForce RTX 4070 Ti Super run DDPM-IP (CelebA)?

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

DDPM-IP (CelebA) on the NVIDIA GeForce RTX 4070 Ti Super

QuantFits?Max contextSpeedBeyond context
FP16 yes 193k 831.5-990.9 t/s ~49.5-59 (slow)
Q8 yes 197k 1662.9-1981.8 t/s ~99-118 (slow)
Q4 yes 199k 2969.5-3539 t/s ~176.8-210.7 (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 DDPM-IP (CelebA)?โ–ถ

Yes. At Q4 it generates ~2969.5-3539 tok/s and fits up to 199k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~176.8-210.7 tok/s.

How much context fits?โ–ถ

At Q4, up to about 199k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.