// RUN โ€” FITS

Can the Apple M1 Ultra 128GB run Persimmon-8B?

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

Persimmon-8B on the Apple M1 Ultra 128GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 726k 29.2-35.3 t/s ~0.4-0.4 (slow)
Q8 yes 797k 58.5-70.5 t/s ~0.7-0.9 (slow)
Q4 yes 828k 104.5-126 t/s ~1.3-1.6 (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 Persimmon-8B?โ–ถ

Yes. At Q4 it generates ~104.5-126 tok/s and fits up to 828k context; beyond that it spills to SSD swap and slows to ~1.3-1.6 tok/s.

How much context fits?โ–ถ

At Q4, up to about 828k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.