// RUN โ€” FITS

Can the NVIDIA GeForce RTX 3080 Ti run DiT-XL/2?

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

DiT-XL/2 on the NVIDIA GeForce RTX 3080 Ti

QuantFits?Max contextSpeedBeyond context
FP16 yes 125k 493.2-587.7 t/s ~21.6-25.8 (slow)
Q8 yes 135k 986.3-1175.5 t/s ~43.3-51.6 (slow)
Q4 yes 140k 1761.3-2099 t/s ~77.2-92.1 (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 3080 Ti run DiT-XL/2?โ–ถ

Yes. At Q4 it generates ~1761.3-2099 tok/s and fits up to 140k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~77.2-92.1 tok/s.

How much context fits?โ–ถ

At Q4, up to about 140k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.