Playgrounds
Standalone interactive tools
Free-form, hands-on tools that go beyond the structured courses — no lesson sequence, just build and explore.
Model Builder
Assemble a small transformer from configurable self-attention and feed-forward blocks, train it live on your own text with real gradient descent, and watch a live loss curve, live sampled text, and a live attention heatmap update as it learns.
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