A minimal implementation of a GPT model using PyTorch, designed for educational purposes. toyGPT helps learners understand the nuts and bolts of Generative Pre-trained Transformer (GPT) models by providing a clean, easy-to-follow implementation.
- Simple Implementation: A clear and minimal codebase to focus on the core ideas.
- Educational Focus: Ideal for learners exploring GPT model architecture and functionality.
- PyTorch-Based: Built using PyTorch, a popular framework for deep learning.
- Tokenization and Embedding
- Self-Attention Mechanism
- Transformer Architecture
- Positional Encoding
- Training and Fine-Tuning