I would also recommend going through Callum McDougall/Neel Nanda's fantastic Transformer from Scratch tutorial. It takes a different approach to conceptualizing

I would also recommend going through Callum McDougall/Neel Nanda's fantastic Transformer from Scratch tutorial. It takes a different approach to conceptualizing the model (or at least, it implements it in a way which emphasizes different characteristics of Transformers and self-attention), which I found deeply satisfying when I first explored them. https://arena-ch1-transformers.streamlit.app/%5B1.1%5D_Transformer_from_Scratch https://arena-ch1-transformers.streamlit.app/%5B1.1%5D_Trans...