// RUN โ€” FITS

Can the Apple M3 Max 36GB run ChatGLM3-6B?

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

ChatGLM3-6B on the Apple M3 Max 36GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 144k 17-20.5 t/s ~0.6-0.7 (slow)
Q8 yes 190k 34-41 t/s ~1.1-1.4 (slow)
Q4 yes 210k 60.7-73.2 t/s ~2-2.4 (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 36GB run ChatGLM3-6B?โ–ถ

Yes. At Q4 it generates ~60.7-73.2 tok/s and fits up to 210k context; beyond that it spills to SSD swap and slows to ~2-2.4 tok/s.

How much context fits?โ–ถ

At Q4, up to about 210k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.