Build a Large Language Model (From Scratch)
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: 221979662

Build a Large Language Model (From Scratch)

Nº de artículo: 221979662

PAB 98

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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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What Stands Out

Comprehensive Guide
This book offers an in-depth exploration of building large language models from scratch, making it suitable for both beginners and experienced developers seeking a thorough understanding of the subject.
Practical Examples
Featuring practical examples and step-by-step instructions, readers can implement their own models, ensuring that theoretical knowledge translates into actionable skills for real-world applications.
Latest Techniques
Updated with the latest advancements in natural language processing, this guide equips readers with current methodologies and best practices, providing a competitive edge in the rapidly evolving field of AI.

Detalles de producto

  • Learn how to create, train, and tweak large language models (LLMs) by building one from the ground up! Daha fazla göster
YayıncıManning Publications
Yayınlanma Tarihi1 Kasım 2024
Dilİngilizce
Baskı Uzunluğu368 sayfa
ISBN-101633437167
ISBN-13978-1633437166
Boyutlar18.73 x 1.78 x 23.5 cm

Who Should Buy?

Suitable For
  • AI Researchers

    Ideal for AI researchers looking to deepen their understanding of language models and develop innovative algorithms from scratch.

  • Data Scientists

    Beneficial for data scientists who want hands-on experience with training large-scale models and working with natural language processing.

  • Educators and Students

    Great for educators and students in computational linguistics, providing practical knowledge and skills in building language models.

Not Suitable For
  • Beginners in AI

    Not suitable for beginners in AI who lack foundational knowledge, as it may be too complex and overwhelming.

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Preguntas y respuestas de los clientes

  • Pregunta: What prior knowledge do I need to get started?

    Respuesta: You need intermediate Python skills and some knowledge of machine learning.
  • Pregunta: Can I use this book on any laptop?

    Respuesta: Yes, the LLM you create will run on any modern laptop and can optionally utilize GPUs.
  • Pregunta: Does the book provide any additional resources?

    Respuesta: Yes, purchasing the print book includes a free eBook in PDF and ePub formats.

İngilizce Baskı Sebastian Raschka Format: Kağıt Kapak Editorial Review

Build a Large Language Model (From Scratch) is a comprehensive guide published by Manning Publications that delves into the intricacies of developing a large language model. With a print length of 368 pages, this book offers a detailed exploration of techniques and frameworks essential for aspiring AI developers. Written in English, it is set to publish on November 1, 2024, and emphasizes foundational knowledge needed to create sophisticated models from scratch. It's an excellent resource for those looking to enhance their understanding of natural language processing and model training methodologies.

Customer Reviews & Ratings

411 valoraciones de los clientes
  • 5 estrella
    76%
  • 4 estrella
    9%
  • 3 estrella
    7%
  • 2 estrella
    2%
  • 1 estrella
    6%

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ventajas

  • In-depth insights into language model development
  • Comprehensive coverage of theoretical concepts
  • Practical examples for hands-on learning
  • Focus on building from scratch
  • Clear language suitable for beginners

Contras

  • Might require prior knowledge of machine learning concepts

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