// RUN โ€” FITS

Can the Apple M2 Ultra 192GB run Depth Anything V2 Large?

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

Depth Anything V2 Large on the Apple M2 Ultra 192GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 2604k 811.2-978.2 t/s ~10.1-12.2 (slow)
Q8 yes 2609k 1622.4-1956.5 t/s ~20.3-24.5 (slow)
Q4 yes 2611k 2897.2-3493.7 t/s ~36.2-43.7 (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 192GB run Depth Anything V2 Large?โ–ถ

Yes. At Q4 it generates ~2897.2-3493.7 tok/s and fits up to 2611k context; beyond that it spills to SSD swap and slows to ~36.2-43.7 tok/s.

How much context fits?โ–ถ

At Q4, up to about 2611k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.