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TutorialaiAhmadMay 23, 20266 min read

Run a local LLM on your laptop

No API key, no data leaving the machine. A plain walkthrough for a small model on consumer hardware.

Step-by-step — built to follow along.

Placeholder — sample content written to exercise the publishing pipeline. Not launch content.

Running a model locally is no longer exotic. On a recent laptop with 16GB of memory, a small model is genuinely usable.

1. Install the runner#

brew install ollama
ollama --version

2. Pull a small model#

ollama pull llama3.2:3b

3. Talk to it#

ollama run llama3.2:3b "Summarize the case for local models."

That's the whole loop. Nothing leaves your machine — useful for drafts, code, and anything you'd rather not send to a server.

Local models trade peak quality for privacy and offline access. For a lot of everyday work, that's the right trade.

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