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Can a M4 Pro 24GB run North Mini Code 1.0 30B (MoE)?

No. North Mini Code 1.0 30B (MoE) does not fit on M4 Pro 24GB: Q4_K_M needs 21.1 GB and 16.1 GB is usable.

Hardware: M4 Pro 24GB · Model: North Mini Code 1.0 30B (MoE)

M4 Pro 24GB has 24 GB of unified memory and 273 GB/s of memory bandwidth. The checker leaves macOS a share of unified memory, so Ollama can use 16.1 GB. North Mini Code 1.0 30B (MoE) (30.5B, Cohere) at Q4_K_M is a 19 GB download and needs 21.1 GB with headroom for about 8k tokens.

Best quantQ4_K_M
Download size19 GB
Memory needed21.1 GB
Usable fast memory16.1 GB
Fitdoes not fit
Estimated speedno estimate, it does not fit
Commandollama run north-mini-code-1.0:latest

Smallest hardware that runs it: RTX 3060 12GB at Q4_K_M (partial offload (slower), 21.1 GB needed, 11.5 GB usable, about 4 tok/s (estimate)). Can a RTX 3060 12GB run North Mini Code 1.0 30B (MoE)?

No smaller Cohere model in this list fits M4 Pro 24GB.

Open M4 Pro 24GB 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