We build a Generatively Pretrained Transformer (GPT), following the paper "Attention is All You Need" and OpenAI's GPT-2 / GPT-3. We talk about connections to ChatGPT, which has taken the world by storm. We watch GitHub Copilot, itself a GPT, help us write a GPT (meta :D!) . I recommend people watch the earlier makemore videos to get comfortable with the autoregressive language modeling framework and basics of tensors and PyTorch nn, which we take for granted in this video.
- Math (Calculus, Liner Algebra, Matrices)
- ML Frameworks
- Basic ML knowledge
- Andrej's Collab
- Github repo of ChatGPT nn-zero-to-hero
- Main nn-zero-to-hero repo
- Another Great Resource to Learn about Transformers
| Attribute | Value |
|---|---|
| Name | ChatGPT from Scratch |
| Instructor | Andrej Karpathy |
| Link | https://www.youtube.com/watch?v=kCc8FmEb1nY&t=3519s |
| Tags | AI, NL, NLP, Transformers, Theory |
| Difficulty | Advanced |
| Course Created At | 2021-01-17 |
| Notes Created At | 2023-03-05 |