// RUN โ€” FITS

Can the Apple M3 Max 36GB run Me Llama 13B?

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

Me Llama 13B on the Apple M3 Max 36GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 30k 7.8-9.5 t/s ~0.3-0.3 (slow)
Q8 yes 109k 15.7-18.9 t/s ~0.5-0.6 (slow)
Q4 yes 144k 28-33.8 t/s ~0.9-1.1 (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 36GB run Me Llama 13B?โ–ถ

Yes. At Q4 it generates ~28-33.8 tok/s and fits up to 144k context; beyond that it spills to SSD swap and slows to ~0.9-1.1 tok/s.

How much context fits?โ–ถ

At Q4, up to about 144k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.