How Large Language Models Actually Work: A Developer's Mental Model

You Only Need Four Facts You do not need to understand transformer architecture to engineer prompts well. You need four operational facts, because every technique in this course is a consequence of one of them. The model predicts the next token, repeatedly. It sees tokens, not characters or words. It has no memory between API calls. Its output is sampled, no...