Building Self-Attention and Transformers from Scratch: Tensor Math, FlashAttention, and CUDA Kernels
Deep Learning Internals & AI Architecture Modern Large Language Models (LLMs) like GPT-4, Claude, and Llama are powered by a single core algorithmic primitive: the Transformer architecture and its Scaled Dot-Product Self-Attentio…