// RUN โ€” FITS

Can the Apple M1 Max 32GB run DiffDock?

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

DiffDock on the Apple M1 Max 32GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 416k 6719.4-8102.8 t/s ~168-202.6 (slow)
Q8 yes 416k 13438.7-16205.5 t/s ~336-405.1 (slow)
Q4 yes 416k 23997.7-28938.5 t/s ~599.9-723.5 (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 M1 Max 32GB run DiffDock?โ–ถ

Yes. At Q4 it generates ~23997.7-28938.5 tok/s and fits up to 416k context; beyond that it spills to SSD swap and slows to ~599.9-723.5 tok/s.

How much context fits?โ–ถ

At Q4, up to about 416k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.