// RUN โ€” FITS

Can the Apple M3 Max 48GB run Chameleon-34B?

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

Chameleon-34B on the Apple M3 Max 48GB

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 yes 29k 8-9.6 t/s ~0.2-0.2 (slow)
Q4 yes 86k 14.3-17.2 t/s ~0.4-0.4 (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 M3 Max 48GB run Chameleon-34B?โ–ถ

Yes. At Q4 it generates ~14.3-17.2 tok/s and fits up to 86k context; beyond that it spills to SSD swap and slows to ~0.4-0.4 tok/s.

How much context fits?โ–ถ

At Q4, up to about 86k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.