Understanding and Coding the Self-Attention Mechanism of Large Language Models

"Self-Attention from Scratch is a tutorial by Sebastian Raschka, published on February 28, 2023. The tutorial explains the concept of self-attention and provides an implementation from scratch using Python and NumPy. Self-attention is a powerful technique in the world of deep learning and natural language processing (NLP). It has the potential to augment existing techniques, such as recurrent neural networks (RNNs), and transform them into models that capture contextual relationships among words in a sentence or document.