Pretraining on unlabeled data and fine-tuning for specific tasks like classification or instruction following. Build a Large Language Model (From Scratch) - Perlego
Because prompt engineering only scratches the surface. Building one from scratch (even a tiny 10M parameter model) teaches you why hallucinations happen, why context length matters, and what “emergence” actually feels like. build a large language model from scratch pdf