// RUN โ€” FITS

Can the Apple M1 Max 64GB run Yi 6B?

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

Yi 6B on the Apple M1 Max 64GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 336k 22.7-27.3 t/s ~0.6-0.7 (slow)
Q8 yes 382k 45.3-54.7 t/s ~1.1-1.4 (slow)
Q4 yes 402k 81-97.6 t/s ~2-2.4 (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 M1 Max 64GB run Yi 6B?โ–ถ

Yes. At Q4 it generates ~81-97.6 tok/s and fits up to 402k context; beyond that it spills to SSD swap and slows to ~2-2.4 tok/s.

How much context fits?โ–ถ

At Q4, up to about 402k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.