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Can a M4 Pro 48GB run Mixtral 8x7B (MoE)?

Yes. Mixtral 8x7B (MoE) fits in fast memory on M4 Pro 48GB at Q5_K_M (34.8 GB needed, 36.0 GB usable), about 12 tok/s (estimate).

Hardware: M4 Pro 48GB · Model: Mixtral 8x7B (MoE)

M4 Pro 48GB has 48 GB of unified memory and 273 GB/s of memory bandwidth. The checker leaves macOS a share of unified memory, so Ollama can use 36.0 GB. Mixtral 8x7B (MoE) (46.7B, 12.9B active, Mistral) at Q5_K_M is a 33 GB download and needs 34.8 GB with headroom for about 8k tokens.

Best quantQ5_K_M
Download size33 GB
Memory needed34.8 GB
Usable fast memory36.0 GB
Fitfits in fast memory
Estimated speed~12 tok/s (estimate)
Commandollama run mixtral:8x7b-instruct-v0.1-q5_K_M
Open M4 Pro 48GB 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