// RUN โ€” FITS

Can the Intel Arc A770 16GB run DiT-XL/2?

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

DiT-XL/2 on the Intel Arc A770 16GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 181k 240.6-298.7 t/s ~17.2-21.3 (slow)
Q8 yes 191k 481.2-597.3 t/s ~34.4-42.7 (slow)
Q4 yes 196k 859.3-1066.7 t/s ~61.4-76.2 (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 Intel Arc A770 16GB run DiT-XL/2?โ–ถ

Yes. At Q4 it generates ~859.3-1066.7 tok/s and fits up to 196k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~61.4-76.2 tok/s.

How much context fits?โ–ถ

At Q4, up to about 196k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.