// RUN โ€” FITS

Can the Apple M4 Max 128GB run MatterSim (M3GNet - MatterSim-v1.0.0-5M)?

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

MatterSim (M3GNet - MatterSim-v1.0.0-5M) on the Apple M4 Max 128GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 1735k 41253.3-49746.7 t/s ~755.6-911.1 (slow)
Q8 yes 1735k 82506.7-99493.3 t/s ~1511.1-1822.2 (slow)
Q4 yes 1735k 147333.3-177666.7 t/s ~2698.4-3254 (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 M4 Max 128GB run MatterSim (M3GNet - MatterSim-v1.0.0-5M)?โ–ถ

Yes. At Q4 it generates ~147333.3-177666.7 tok/s and fits up to 1735k context; beyond that it spills to SSD swap and slows to ~2698.4-3254 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1735k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.