// RUN โ€” FITS

Can the Apple M1 Ultra 128GB run Yuan 2.0?

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

Yuan 2.0 on the Apple M1 Ultra 128GB

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 yes 34k 5.3-6.4 t/s ~0.1-0.1 (slow)
Q4 yes 172k 9.5-11.4 t/s ~0.1-0.1 (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 M1 Ultra 128GB run Yuan 2.0?โ–ถ

Yes. At Q4 it generates ~9.5-11.4 tok/s and fits up to 172k context; beyond that it spills to SSD swap and slows to ~0.1-0.1 tok/s.

How much context fits?โ–ถ

At Q4, up to about 172k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.