// RUN โ€” FITS

Can the NVIDIA GeForce RTX 5070 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 5070

QuantFits?Max contextSpeedBeyond context
FP16 yes 137k 831.5-990.9 t/s ~49.5-59 (slow)
Q8 yes 141k 1662.9-1981.8 t/s ~99-118 (slow)
Q4 yes 143k 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 5070 run DDPM-IP (CelebA)?โ–ถ

Yes. At Q4 it generates ~2969.5-3539 tok/s and fits up to 143k 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 143k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.