"Byte Pair Encoding (BPE) | How LLM's create there own Vocabulary | Math Visualization "

Description
Ever wondered how tokenization in AI models like GPT actually looks beneath the surface?
In this video, we reimagine Byte Pair Encoding (BPE) — the core logic behind large language models — through the beautiful visual lens of 3Blue1Brown’s "living math".

Watch how words, bytes, and tokens come alive as we animate:

The Vocabulary Paradox — why languages can’t have a token for every word

The Byte Foundation (UTF-8) — letters vs emoji in memory

The Sliding Window and Merging Logic that compress text

How LLMs efficiently use context windows

Why “Hello” ≠ “hello” for AI

Built using Manim (Mathematical Animation Engine), this video blends storytelling and math visualization to make complex AI concepts intuitive and mesmerizing.

🎥 Created for AI learners, researchers, and anyone fascinated by how machines understand language.

#Manim #3Blue1Brown #BytePairEncoding #AI #Tokenization #LLM #DataCompression #MachineLearning #Visualization #ComputerScience

Видео "Byte Pair Encoding (BPE) | How LLM's create there own Vocabulary | Math Visualization " канала Katick Sharma