inference-school logo

inference-school

A hands-on Swift and Metal course for building LLM inference from first principles on Apple silicon, with 48 guided lessons, runnable exercises, a native macOS Studio, and a complete companion book.

SwiftAI AgentsSwiftApache-2.0 177 14Health 82
GitHub

What is it?

What it is

Inference School is a problem-based course in which every exercise contributes to one

Why it exists

A hands-on Swift and Metal course for building LLM inference from first principles on Apple silicon, with 48 guided lessons, runnable exercises, a native macOS Studio, and a complete companion book.

Who should use it

Teams building with Swift who want an open-source, self-hosted option.

Who should avoid it

Teams that need a fully managed SaaS with enterprise SLAs out of the box.

How it works

A quick walkthrough in plain English

How inference-school works

Step 1 of 3

You interact with it

Open inference-school, send a request, or connect it to your stack.

Features

Open source
Documented setup

Advantages

  • Open source (Apache-2.0)
  • Active Swift ecosystem
  • Self-hosted deployment options

Disadvantages

  • Requires operational ownership for self-hosted setups
  • Community support varies by project maturity

Installation

native

scripts/package-studio.sh debug
open "dist/Inference School Studio.app"

FAQ

What is inference-school?

inference-school is an open-source project licensed under Apache-2.0.

What language is inference-school built with?

Primary language: Swift.

Is it free to use?

Yes. Licensed under Apache-2.0. Check the license for commercial use.

Loading documentation…
View on GitHub

Featured in Videos

YouTube tutorials and walkthroughs for inference-school

Alternatives

Similar projects ranked by category, topics, and text overlap.

Compare
inference-school | MushyBook