How-to guides for local AI on Mac

Install, run, and get the most out of local AI on Apple Silicon — step by step, no terminal required.

How-to guides

How to cancel your AI subscriptions (without losing the work)

Cancelling ChatGPT, Claude, Cursor and Copilot can save $90+/mo. How to add up the bill, move the ~90% of daily work to an owned on-device tool, and…

Fix: local AI model won't load on Mac

A local AI model that won't load on a Mac is almost always RAM, disk, or an incomplete download. Here's how to diagnose and fix each cause.

Free up disk space for local AI models on Mac

Local AI models range from 2.4 GB to 209 GB. Here's how much each Outlier tier needs, where they're stored, and how to free up space on your Mac.

How much RAM to run local AI on a Mac?

A clear RAM guide for local AI on Mac: 16 GB runs small models, 32 GB runs coding models, 64 GB runs a 397B model. Plus the rule of thumb that decides it.

How to install local AI on a Mac (step by step)

Install a private, offline AI on your Mac in about 5 minutes. Download, drag to Applications, run. Apple Silicon, macOS 12+, no account needed.

How to switch from ChatGPT to local AI (a practical guide)

You can move most of your ChatGPT use to a local AI app on your Mac — drafting, summarizing, and coding run fine offline. A five-step migration, with…

How much AI can you run on a 16 GB Mac? (2026)

16 GB is the most common Mac config — and it runs real local AI well. What the free Nano and Lite tiers do comfortably, what to skip, and how to get…

How to run DeepSeek locally on a Mac (2026)

Yes, DeepSeek runs locally on an Apple Silicon Mac. The simplest path is a quantized GGUF through Ollama or LM Studio, sized to your RAM. Steps, a…

How to run Llama locally on a Mac (2026)

Yes — Llama runs locally on an Apple Silicon Mac via a quantized GGUF in Ollama or LM Studio. Step-by-step setup, plus a size-to-RAM table so you pick…

How to run Qwen locally on a Mac (2026)

Yes — Qwen runs locally on Apple Silicon. Use a quantized GGUF in Ollama or LM Studio, sized to your RAM, or a Mac-native app like Outlier (whose own…

How to stop ChatGPT (and others) training on your data

You can opt out of AI training in most tools' privacy settings — but the toggles vary and can change. The only guaranteed way: AI that never uploads…

How to run AI on a Mac with 8GB RAM (2026)

8GB Mac can run real local AI. Outlier Nano hits 32 tok/s on M4 Air. Here's which models fit, which don't, and exactly what to do.

How to speed up local AI on your Mac

Local AI slowness is two separate problems: time to first token (prefill) and tokens per second (decode). Fix the wait before the answer starts first, then keep the model inside your…

How to take AI meeting notes without the cloud

Record locally, transcribe with Whisper offline, paste into Outlier. Zero audio or text uploaded. Here's the exact workflow for private AI meeting notes on your Mac.

How to run a local OpenAI-compatible API on your Mac

Point any OpenAI SDK at your own Mac. Change one line — the base URL — and existing code runs against a model on your machine, with no token bill and nothing leaving the device.

How to make a local AI run your tests, not just write code

Editing a file is the easy half. Get a coding agent to run the suite, read the failure and iterate — offline, on code you can't upload.

How to import your own model into a Mac AI app

Bring your own weights — something you fine-tuned or a build you trust — and run it with the same chat, tools and local API as the built-in tiers.

How to compare AI models side by side on your Mac

A leaderboard describes average tasks. Ask several local models the same real question at once and find out which one you'd actually ship.

How to run long AI jobs unattended on your Mac

Hand a local AI a job that outlasts your attention span. State carries forward, budgets stop it, and a kill switch is checked every iteration.

How to connect MCP servers to a local AI on your Mac

Give a local model real tools. Connect MCP servers on your machine, or hosted ones over Streamable HTTP with browser sign-in instead of a pasted token.

How to talk to a local AI on your Mac (and have it talk back)

Dictate to a model on your own machine and have it read answers aloud — with no audio uploaded to a transcription service.

How to organize AI chats into projects on your Mac

Stop re-explaining your codebase every conversation. Projects give a local AI standing context so each chat starts knowing the work.

How to use AI without saving the conversation (incognito on Mac)

Some questions shouldn't outlive the answer. A conversation that isn't written to history, on a model that was never sending it anywhere.

How to run deep research locally on your Mac

Multi-step research with citations you can check: it plans, reads across sources and writes up what they actually said — reasoning on your Mac.

How to use AI offline on your Mac (no internet, no account)

Most AI dies the second Wi-Fi drops — it's a thin client for a server. Here's the genuinely offline path on a Mac: one signed download, a model on your…

Try Outlier free

Free Nano + Lite. Pro is a one-time $249 and adds everything (Plus 397B included). Founders Lifetime is $249 once. Apple Silicon only.

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