Transformer Systems · Skill Path

Train A Tiny Transformer

A focused path for building a small end-to-end transformer training loop from tokens, embeddings, batches, layers, and decoding.

Transformer Systems 5 steps intermediate to advanced 7.9 hr 0 review decks
  1. 01
    Tokenization And Vocabulary Lesson · Foundations And Data Flow · 1.7 hr · Reading
  2. 02
    Embedding Tables And Text Vectors Lesson · Foundations And Data Flow · 1.5 hr · Reading
  3. 03
    Data Processing And Batching Lesson · Foundations And Data Flow · 1.3 hr · Reading
  4. 04
    Encoder, Decoder, And Cross-Attention Lesson · Transformer Blocks And Training · 1.5 hr · Reading
  5. 05
    Training Loop And Decoding Lesson · Transformer Blocks And Training · 2 hr · Reading