Item #:
221979662
Build a Large Language Model (From Scratch)
Item #:
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.
Product Details
- Learn how to create, train, and tweak large language models (LLMs) by building one from the ground up! Daha fazla göster
| Yayıncı | Manning Publications |
| Yayınlanma Tarihi | 1 Kasım 2024 |
| Dil | İngilizce |
| Baskı Uzunluğu | 368 sayfa |
| ISBN-10 | 1633437167 |
| ISBN-13 | 978-1633437166 |
| Boyutlar | 18.73 x 1.78 x 23.5 cm |
Who Should Buy?
-
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.
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Educators and Students
Great for educators and students in computational linguistics, providing practical knowledge and skills in building language models.
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Beginners in AI
Not suitable for beginners in AI who lack foundational knowledge, as it may be too complex and overwhelming.
Product Description
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Customer Questions & Answers
-
Question:
What prior knowledge do I need to get started?
Answer: You need intermediate Python skills and some knowledge of machine learning. -
Question:
Can I use this book on any laptop?
Answer: Yes, the LLM you create will run on any modern laptop and can optionally utilize GPUs. -
Question:
Does the book provide any additional resources?
Answer: 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.
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Pros
- 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
Cons
- Might require prior knowledge of machine learning concepts
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PAB 98
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Features & Benefits
- 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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