Interactive Deep Learning

Inside the
Transformer

Watch your words flow through tokenization, embeddings, attention, and feed-forward layers — animated step by step.

Enter a sentence above and press Visualize to see the transformer animate each stage in real-time
The transformer will animate each processing stage — from raw text all the way to predicted next tokens.
speed 1×