// RUN โ€” FITS

Can the Apple M4 Max 128GB run ESM1-85M?

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

ESM1-85M on the Apple M4 Max 128GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 1732k 2181.4-2630.6 t/s ~40-48.2 (slow)
Q8 yes 1734k 4362.9-5261.1 t/s ~79.9-96.4 (slow)
Q4 yes 1734k 7790.8-9394.8 t/s ~142.7-172.1 (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 ESM1-85M?โ–ถ

Yes. At Q4 it generates ~7790.8-9394.8 tok/s and fits up to 1734k context; beyond that it spills to SSD swap and slows to ~142.7-172.1 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1734k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.