Raschka, Sebastian

Build a Large Language Model (from Scratch) (From Scratch)

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ISBN 13:
9781633437166
author:
Raschka, Sebastian
format:
Paperback
publisher:
Manning Publications
language:
English
Publication Year:
2024
Pages:
400
Dimensions:
23.4 x 18.8 x 2.3 centimetres (0
Genre:
Computers, Artificial Intelligence, Computers,
Condition:
New
Availability:
Item usually sent within 2 working days
  • Build a Large Language Model (from Scratch) (From Scratch)
  • Build a Large Language Model (from Scratch) (From Scratch)
£35.58

Description

Learn to create, train, and customise large language models (LLMs) from scratch with this step-by-step guide. Author Sebastian Raschka takes you through the process of building an LLM, from initial design and creation to fine-tuning for specific tasks.

Discover how to plan and code all the parts of an LLM, prepare a suitable dataset, fine-tune LLMs for text classification, and load pretrained weights into an LLM. This book provides a practical and engaging journey into the foundations of generative AI, covering each stage of the process.

With clear explanations, diagrams, and examples, you'll develop an in-depth understanding of how LLMs work, their limitations, and their customisation methods. Build a Large Language Model (From Scratch) is a hands-on guide that shows you how to build a GPT-style LLM that you can run on your laptop.

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