// RUN โ€” FITS

Can the Apple M2 Ultra 64GB run OpenThaiGPT v1.0.0 (13B)?

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

OpenThaiGPT v1.0.0 (13B) on the Apple M2 Ultra 64GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 182k 20.8-25 t/s ~0.3-0.3 (slow)
Q8 yes 262k 41.5-50.1 t/s ~0.5-0.6 (slow)
Q4 yes 298k 74.2-89.4 t/s ~0.9-1.1 (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 64GB run OpenThaiGPT v1.0.0 (13B)?โ–ถ

Yes. At Q4 it generates ~74.2-89.4 tok/s and fits up to 298k context; beyond that it spills to SSD swap and slows to ~0.9-1.1 tok/s.

How much context fits?โ–ถ

At Q4, up to about 298k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.