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Can a Mac Studio M3 Ultra (80c GPU) 512GB run Ornith-1.5 397B (MoE)?

Yes. Ornith-1.5 397B (MoE) fits in fast memory on Mac Studio M3 Ultra (80c GPU) 512GB at Default (246.4 GB needed, 384.0 GB usable), about 3 tok/s (estimate).

Hardware: Mac Studio M3 Ultra (80c GPU) 512GB · Model: Ornith-1.5 397B (MoE)

Mac Studio M3 Ultra (80c GPU) 512GB has 512 GB of unified memory and 819 GB/s of memory bandwidth. The checker leaves macOS a share of unified memory, so Ollama can use 384.0 GB. Ornith-1.5 397B (MoE) (397B, Ornith) at Default is a 242 GB download and needs 246.4 GB with headroom for about 8k tokens.

Best quantDefault
Download size242 GB
Memory needed246.4 GB
Usable fast memory384.0 GB
Fitfits in fast memory
Estimated speed~3 tok/s (estimate)
Commandollama run ornith-1.5:397b
Open Mac Studio M3 Ultra (80c GPU) 512GB in the checker

Estimates, not benchmarks. Model sizes are ollama.com download sizes; memory needed adds headroom for ~8k tokens of context; speeds are rough figures from memory bandwidth. Data updated 2026-10-23.

A project by OnDevice Labs · llms.txt