Inside the Black Box: The Architecture of LLMs from Tokenization to Inference

TL;DR Most developers treat AI as a "black box", we send a JSON payload to an API and get a string response. This article breaks down what happens inside that box: from tokenization and vector embeddings to the Transformer architecture and the probab...