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What's the consensus regarding best MacBooks for AI/ML?

I've heard it's easier to just use cloud options, but I sill like the idea of being able to run actual models and train them on my laptop.

I have a M1 MacBook now and I'm considering trading in to upgrade.

I've seen somewhat conflicting things regarding what you get for the money. For instance, some reports recommending a M2 Pro for the money IIRC.



Training is not practical. For inference they're pretty great though, especially if you go up in the specs and add a bunch of memory.


To run LLMs locally (Ollama/LLM Notebook), you want as much memory as you can afford. For actually training toy models yourself for learning/experiments in my experience it doesn't matter much. PyTorch is flexible.




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