. It is widely considered the definitive guide for implementing a ChatGPT-like model from the ground up using Python and PyTorch. Core Content & Chapter Overview

For equations, consider $$L = \sum_i=1^N \log p(x_i | x_i-1)$$ for a simple example of a language model loss function.