Tokenization and Transformers

Intermediate ChatGPT

Alex Banks

Founder & Educator

Tokenization

Illustration of a man looking at Transformer-type character, imagining the word "Tokens"

Tokenization

Illustration of man with the likeness of the film character Terminator

Encoding

Illustration of man with the likeness of the film character Terminator

Vectorization

Illustration of man with the likeness of the film character Terminator

Decoding

Illustration of man with the likeness of the film character Terminator

Self-attention

Transormer-like robot character beside a weighing scale

Self-attention

Illustration of a cat sat on mat

Token relationships

The image features two colorful robots inside a large pink heart with smaller hearts surrounding it. The robot on the left is labeled "it" and the robot on the right is labeled "the cat." To the left of the heart, three text snippets are displayed vertically: "the cat," "sat," and "the cat," all in blue

Contextual understanding

The image shows two colorful robots seated next to each other, with the robot on the right making a hand gesture as if speaking.

Let's practice!

Intermediate ChatGPT