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: 90174974

Build a Large Language Model (From Scratch)

90% of respondents would recommend this to a friend

Nº de artículo: 90174974

NIO 2473

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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

Custom Architecture
Design a tailored neural network architecture that suits specific applications and performance needs, ensuring optimal training outcomes.
Comprehensive Training Data
Utilize a diverse dataset for training, improving the model's understanding and performance across various languages and contexts.
Scalable Learning
Implement scalable learning techniques to efficiently increase model size and complexity while managing resources and time effectively.

Detalles de producto

Shop Build a Large Language Model (From Scratch) online at a best price in Nicaragua. 1633437167
Publisher Manning
Publication date October 29, 2024
Language English
Print length 368 pages
ISBN-10 1633437167
ISBN-13 978-1633437166
Item Weight 1.35 pounds (610 grams)
Dimensions 7.38 x 0.7 x 9.25 inches (18.7 x 1.8 x 23.5 cm)

Who Should Buy?

Suitable For
  • AI Enthusiasts

    Perfect for those eager to deepen their understanding of AI and machine learning by building models from ground up.

  • Developers

    Essential for programmers looking to expand their skills in natural language processing and model creation techniques.

  • Researchers

    Ideal for academic professionals aiming to conduct experiments and showcase their findings using custom-built language models.

Not Suitable For
  • Beginners

    Might overwhelm new learners without prior knowledge in AI, as it requires understanding complex concepts and coding.

DESCRIPCIÓN DEL PRODUCTO

Build a Large Language Model (From Scratch)

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Expert Systems Editorial Review

Build a Large Language Model (From Scratch) offers readers a hands-on approach to understanding how modern language models operate. The book excels in breaking down complex concepts like transformers and self-attention into manageable sections, making it accessible, even for those with minimal programming skills. Reviews highlight the clear methodology, practical examples, and the well-structured introduction to PyTorch, which guides readers in experimenting with real code. Beginners may need supplementary material on neural networks, but the book serves as an excellent specialized resource for building LLMs. Those who enjoy challenging content will find it engaging as they navigate through the intricacies of LLM construction.

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ventajas

  • Excellent breakdown of complex LLM concepts
  • Hands-on examples enhance understanding of coding
  • Well-structured introduction to PyTorch included
  • Suitable for both beginners and advanced learners
  • Encourages deep understanding through practical challenges

Contras

  • Some may find initial complexity a bit daunting

Product Price History

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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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