// RUN โ€” FITS

Can the Apple M1 Max 32GB run Ling-lite-1.5 ("Bailing")?

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

Ling-lite-1.5 ("Bailing") on the Apple M1 Max 32GB

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 yes 40k 16.2-19.5 t/s ~0.4-0.5 (slow)
Q4 yes 68k 28.9-34.9 t/s ~0.7-0.9 (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 32GB run Ling-lite-1.5 ("Bailing")?โ–ถ

Yes. At Q4 it generates ~28.9-34.9 tok/s and fits up to 68k context; beyond that it spills to SSD swap and slows to ~0.7-0.9 tok/s.

How much context fits?โ–ถ

At Q4, up to about 68k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.