Artificial Intelligence > eBook-PDF > Build a Large Language Model (From Scratch) ISBN: 9781633437166, 1633437167 (All)
Build a Large Language Model (From Scratch) ISBN: 9781633437166, 1633437167
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"Build a Large Language Model (From Scratch)" is a unique, hands-on guide that empowers readers to construct and understand large language models (LLMs) from their foundational components. Bestselling... author Sebastian Raschka demystifies the inner workings of generative AI by taking you step-by-step through the process of building a GPT-style LLM that can even run on a laptop. Unlike books that focus on fine-tuning existing models, this book dives deep into planning and coding every part of an LLM, preparing datasets, pretraining on general corpora, and fine-tuning for specific tasks like text classification and instruction following. You'll gain a profound understanding of attention mechanisms, transformer architecture, and the entire training pipeline, providing invaluable insight into LLMs' capabilities and limitations. It's an indispensable resource for anyone with intermediate Python skills and some machine learning knowledge who truly wants to comprehend the "black box" of modern AI. Classification: Artificial Intelligence, Machine Learning, Deep Learning, Natural Language Processing, Computer Programming, Data Science. [Show More]
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