Shypd.aiThe largest open index of AI toolsFoundations-of-LLMs is an open-source book that systematically explains the foundational knowledge and cutting-edge techniques of large language models (LLMs). It offers monthly updates and includes relevant paper lists for each chapter.
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Foundations-of-LLMs is an open-source book designed for readers interested in large language models, providing a systematic explanation of foundational knowledge and cutting-edge techniques. The author team is committed to monthly updates, incorporating suggestions from the open-source community and experts, aiming to create an easy-to-read, rigorous, and in-depth LLM textbook. Each chapter is accompanied by a relevant Paper List to track the latest advancements. The first edition covers traditional language models, LLM architecture evolution, prompt engineering, parameter-efficient fine-tuning, model editing, and retrieval-augmented generation. The book uses animal-themed examples to illustrate specific technologies, making complex concepts more accessible.
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