// RUN โ€” FITS

Can the Apple M4 Max 48GB run CodeGen2?

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

CodeGen2 on the Apple M4 Max 48GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 37k 11.6-14 t/s ~0.2-0.3 (slow)
Q8 yes 98k 23.2-28 t/s ~0.4-0.5 (slow)
Q4 yes 125k 41.4-50 t/s ~0.8-0.9 (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 48GB run CodeGen2?โ–ถ

Yes. At Q4 it generates ~41.4-50 tok/s and fits up to 125k context; beyond that it spills to SSD swap and slows to ~0.8-0.9 tok/s.

How much context fits?โ–ถ

At Q4, up to about 125k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.