EVERYTHING AIAI engineering, made visual
Visual edition planned
Phase 19 · Lesson 32BuildPython1.5 h85 lessons in phase

Token and Positional Embeddings

Ids are integers. The model wants vectors. Two lookup tables sit between them, and the choice of the positional one shapes what the model can learn.

Visual edition planned

This lesson isn’t interactive yet.

It is part of the curriculum and will get the same treatment as Phase 1 — a visual cover, hands-on labs, derivations with numeric checks and a quiz. Until then, the original lesson is the best place to read it:

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