TY  - BOOK
AU  - Raschka,Sebastian
TI  - Build a large language model (from scratch)
T2  - From scratch
SN  - 9781633437166
U1  - 006.3 23/eng/20240917
PY  - 2025///
CY  - New York
PB  - Manning Publications Co.
KW  - Artificial intelligence
KW  - Natural language processing (Computer science)
KW  - Intelligence artificielle
KW  - Traitement automatique des langues naturelles
KW  - artificial intelligence
KW  - aat
N1  - Includes index; Understanding large language models -- Working with text data -- Coding attention mechanisms -- Implementing a GPT model from scratch to generate text -- Pretraining on unlabeled data -- Fine-tuning for classification -- Fine-tuning to follow instructions -- Introduction to PyTorch -- References and further reading -- Exercise solutions -- Adding bells and whistles to the training loop -- Parameter-efficient fine-tuning with LoRA; CSE; ps
N2  - Build a Large Language Model (From Scratch) is a practical and eminently-satisfying hands-on journey into the foundations of generative AI. Without relying on any existing LLM libraries, you'll code a base model, evolve it into a text classifier, and ultimately create a chatbot that can follow your conversational instructions. And you'll really understand it because you built it yourself!
ER  -