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AI Summary: A visually driven, highly practical guide to applying, fine-tuning, and scaling large language models for real-world natural language processing tasks.

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Hands-On Large Language Models: Language Understanding and Generation

Jay Alammar·
Maarten Grootendorst

ABSTRACT

Known for his incredibly clear visual explanations of AI architectures, Jay Alammar teams up with Maarten Grootendorst to provide a deeply practical guide to using modern LLMs. This book focuses heavily on applied NLP, teaching readers how to utilize pre-trained models for clustering, text classification, and semantic search. It moves beyond the basics to cover advanced pipelines, contrastive fine-tuning, and sophisticated embedding representations. The visually rich format makes complex transformer architectures highly accessible to working developers.

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