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Build a Large Language Model (from Scratch)

Language EnglishEnglish
Book Paperback
Book Build a Large Language Model (from Scratch) Raschka
Libristo code: 46056803
Publishers Manning Publications, August 2024
Learn how to create, train, and tweak large language models (LLMs) by building one from the ground... Full description
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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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About the book

Full name Build a Large Language Model (from Scratch)
Author Raschka, Sebastian
Language English
Binding Book - Paperback
Date of issue 2024
Number of pages 400
EAN 9781633437166
ISBN 1633437167
Libristo code 46056803
Weight 476
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