// RUN โ€” FITS

Can the Apple M3 Max 128GB run DiT-XL/2?

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

DiT-XL/2 on the Apple M3 Max 128GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 1714k 201.5-243 t/s ~5-6.1 (slow)
Q8 yes 1725k 403-485.9 t/s ~10.1-12.1 (slow)
Q4 yes 1729k 719.6-867.7 t/s ~18-21.7 (slow)

Estimate (memory-bound). Beyond "max context" the KV cache spills to SSD swap and speed drops to the "beyond" figure.

FAQ

Can the Apple M3 Max 128GB run DiT-XL/2?โ–ถ

Yes. At Q4 it generates ~719.6-867.7 tok/s and fits up to 1729k context; beyond that it spills to SSD swap and slows to ~18-21.7 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1729k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.