// RUN โ€” FITS

Can the Apple M2 Ultra 64GB run iGPT-L?

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

iGPT-L on the Apple M2 Ultra 64GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 814k 199.7-240.8 t/s ~2.5-3 (slow)
Q8 yes 835k 399.4-481.6 t/s ~5-6 (slow)
Q4 yes 844k 713.2-860.1 t/s ~8.9-10.8 (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 iGPT-L?โ–ถ

Yes. At Q4 it generates ~713.2-860.1 tok/s and fits up to 844k context; beyond that it spills to SSD swap and slows to ~8.9-10.8 tok/s.

How much context fits?โ–ถ

At Q4, up to about 844k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.