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  1. № 014

    Train your own AI composer in three minutes: from noodling to calm

    Train a small Transformer to write four-part chorales from scratch, in your browser, and listen to it turn noodling into music. Then judge it: twenty clicks make it calmer — and show you how it games the judge.

    Interactive

    8 min
  2. № 004

    Training a Transformer from scratch in the browser: watching attention grow

    No PyTorch and no libraries. A tiny autodiff engine and a Transformer of about fourteen thousand parameters, written in TypeScript. Press a button and it learns to reverse a string of digits within seconds.

    Interactive

    8 min