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The Journey of a Token Through a World Model

Follow one picture-word — the integer 99 — through every layer of a trained IRIS transformer: embedding, attention, the residual stream, and out into a probability over 512 words.

intermediate~2 hoursThe Whole Stack, Before We Walk ItWhat the Transformer Is Actually HandedThe Integer Becomes a Vector — and It Is Not the Codebook VectorThe Position Table That Discovered the Number 17Attention — Three Questions, Eight HeadsThe Anatomy of a Block, and the Residual StreamWhat the Layers Divided Between ThemselvesOut of the Top — a Probability for Every Word

Curator of this Module

Dr. Rajat Dandekar

Dr. Rajat Dandekar

Course Instructor

Dr. Rajat Dandekar is a researcher and educator specializing in AI/ML. He teaches the Build a World Model from Scratch series on the Vizuara YouTube channel.

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