// RUN โ€” FITS

Can the Apple M2 Ultra 192GB run Ling-Plus ("Bailing")?

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

Ling-Plus ("Bailing") on the Apple M2 Ultra 192GB

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 no โ€” โ€” โ€”
Q4 yes 17k 3.3-4 t/s ~0-0.1 (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 M2 Ultra 192GB run Ling-Plus ("Bailing")?โ–ถ

Yes. At Q4 it generates ~3.3-4 tok/s and fits up to 17k context; beyond that it spills to SSD swap and slows to ~0-0.1 tok/s.

How much context fits?โ–ถ

At Q4, up to about 17k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.