Build a Large Language Model (From Scratch)
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Build a Large Language Model (From Scratch)
This is an engaging book that covers each stage of the process, from planning and coding to training and fine-tuning.
Build a Large Language Model (From Scratch)
Nº de artículo: 142530159

Build a Large Language Model (From Scratch)

85% of respondents would recommend this to a friend

Nº de artículo: 142530159

HNL 1909

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What Stands Out

Comprehensive Guide
Offers a step-by-step approach to building large language models from scratch, ideal for developers and researchers alike looking to deepen their understanding of AI and machine learning.
Practical Examples
Includes numerous real-world examples that help readers apply theoretical concepts, facilitating hands-on learning and ensuring readers gain practical skills in model development.
Expert Insights
Written by industry experts, the book provides unique perspectives and advanced tips, making it a valuable resource for both beginners and practitioners aiming to enhance their knowledge of AI technology.

Detalles de producto

Shop Build a Large Language Model (From Scratch) online at a best price in Honduras. 1633437167
Publisher Manning Publications
Publication date 29 Oct. 2024
Edition 1st
Language English
Print length 368 pages
ISBN-10 1633437167
ISBN-13 978-1633437166
Dimensions 18.73 x 1.78 x 23.5 cm

Who Should Buy?

Suitable For
  • AI Enthusiasts

    Individuals curious about artificial intelligence can learn from detailed insights and methodologies described in the book.

  • Developers & Data Scientists

    Professionals looking to implement and customize language models in their projects will find practical guidance invaluable.

  • Students & Researchers

    Academics wanting a thorough understanding of language models will benefit from comprehensive theories and hands-on approaches.

Not Suitable For
  • Casual Readers

    Those uninterested in technical details may find the content too complex and dense to engage with effectively.

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Build a Large Language Model (From Scratch)

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English edition Sebastian Raschka Format: Paperback Editorial Review

Build A Large Language Model (From Scratch) is a comprehensive guide to understanding the intricacies of AI and large language models (LLMs). The book, published by Manning Publications, is structured to suit readers with a basic grasp of neural networks and relevant mathematics, making it accessible yet informative. Reviewers commend its clear explanations and practical examples using PyTorch, including fine-tuning techniques like LoRA. It offers extra resources, including instructional videos and additional materials on GitHub, enhancing the learning experience. However, some find certain chapters challenging, though the appendix provides further clarification, ensuring readers can catch up if needed.

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ventajas

  • Clear explanations of LLM components and workings
  • Practical examples using PyTorch provided
  • Covers fine-tuning techniques like LoRA
  • Includes additional resources and videos
  • Accessible for those with basic neural network knowledge

Contras

  • Some concepts may be challenging for newcomers

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características y beneficios

  • Learn to build large language models (LLMs) from scratch.
  • Step-by-step guidance from renowned author Sebastian Raschka.
  • Hands-on approach covering planning, coding, training, and fine-tuning.
  • Develop your own LLM that runs on an ordinary laptop.
  • Includes a free eBook with the print purchase for easy access.
  • Gain a deep understanding of LLMs and their customization methods.

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