Atlas

Large Language Models

Data Sourcing & Curation

Where the tokens come from, and why filtering is the real work.

You can jump straight in, but this star assumes Pretraining. Not recommended as a first stop.

Four layers of depth

Each layer ends with a quiz. Finish layer 4 and you own this concept.

  1. L1IntuitionWhat it is and why it matterssoon
  2. L2MechanicsThe logical machinerysoon
  3. L3CodeImplement it yourselfsoon
  4. L4FoundationsThe math and the hardwaresoon

33 stars in the atlas.