// RUN โ€” FITS

Can the Apple M3 Max 64GB run Llama Guard?

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

Llama Guard on the Apple M3 Max 64GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 321k 19.4-23.4 t/s ~0.5-0.6 (slow)
Q8 yes 375k 38.9-46.9 t/s ~1-1.2 (slow)
Q4 yes 398k 69.4-83.7 t/s ~1.7-2.1 (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 M3 Max 64GB run Llama Guard?โ–ถ

Yes. At Q4 it generates ~69.4-83.7 tok/s and fits up to 398k context; beyond that it spills to SSD swap and slows to ~1.7-2.1 tok/s.

How much context fits?โ–ถ

At Q4, up to about 398k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.