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Detalles bibliogr�ficos

T�tulo: Build a Large Language Model (From Scratch)
Editor: Manning
Fecha de publicaci�n: 2024
Idioma: Ingl�s
ISBN 10: 1633437167
ISBN 13: 9781633437166
Encuadernaci�n: Paperback
Estado: Good

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Sinopsis

Learn how to create, train, and tweak large language models (LLMs) by building one from the ground up!

In Build a Large Language Model (from Scratch) bestselling author Sebastian Raschka guides you step by step through creating your own LLM. Each stage is explained with clear text, diagrams, and examples. You'll go from the initial design and creation, to pretraining on a general corpus, and on to fine-tuning for specific tasks.

Build a Large Language Model (from Scratch) teaches you how to:

Plan and code all the parts of an LLM
Prepare a dataset suitable for LLM training
Fine-tune LLMs for text classification and with your own data
Use human feedback to ensure your LLM follows instructions
Load pretrained weights into an LLM

Build a Large Language Model (from Scratch) takes you inside the AI black box to tinker with the internal systems that power generative AI. As you work through each key stage of LLM creation, you'll develop an in-depth understanding of how LLMs work, their limitations, and their customization methods. Your LLM can be developed on an ordinary laptop, and used as your own personal assistant. About the technology Physicist Richard P. Feynman reportedly said, “I don't understand anything I can't build.” Based on this same powerful principle, bestselling author Sebastian Raschka guides you step by step as you build a GPT-style LLM that you can run on your laptop. This is an engaging book that covers each stage of the process, from planning and coding to training and fine-tuning.

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Sebastian Raschka is a Staff Research Engineer at Lightning AI, where he works on LLM research and develops open-source software.

The technical editor on this book was David Caswell.

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CollegePoint, Inc is a book distributor located in Memphis, TN with additional warehouses in Fremont, CA and New York. Since our foundation in 2023, we have served thousands of university students, avid readers, and book collectors in the United States, Puerto Rico, and the UK. Return Policy: We will only accept customer returns if it is due to quality issues. Once the order is placed, we will not accept customer returns for reasons such as "found a better price", "school requirement change", or "wrong recipient address input". We may ship your book from Memphis, TN, Fremont, CA, or NYC, depending on the proximity to your address.

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