// RUN — FITS

Can the Apple M3 Max 128GB run CausalLM 34B β?

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

CausalLM 34B β on the Apple M3 Max 128GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 171k 4-4.8 t/s ~0.1-0.1 (slow)
Q8 yes 303k 7.9-9.5 t/s ~0.2-0.2 (slow)
Q4 yes 360k 14.1-17 t/s ~0.4-0.4 (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 CausalLM 34B β?

Yes. At Q4 it generates ~14.1-17 tok/s and fits up to 360k context; beyond that it spills to SSD swap and slows to ~0.4-0.4 tok/s.

How much context fits?

At Q4, up to about 360k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.