started chapter 5. Output eval and loss function

finished chapter 4. A basic implementation of gpt2 model

started chapter 4. Layernorm, Gelu, Shortcut connections completed

finished chapter 3 of the book: Casual and multihead attention

added simplified self attention and self attention

chapter 2 code

training

mlp

Basics of pytorch