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LLM Transformers: A Practical Guide with Code, Tutorials, and Exercises
Paperback
Publisher: Independently Published
Published: Jun 6 2024
Pages: 144
Weight: 0.44
Height: 0.31 Width: 6.00 Depth: 9.00
Language: English
LLM Transformers: A Practical Guide with Code, Tutorials, and Exercises is your comprehensive companion to mastering Large Language Models (LLMs) and Transformers. This hands-on guide equips you with the knowledge and practical skills needed to understand, build, train, deploy, and maintain state-of-the-art language models.
Starting with an introduction to the fundamentals of LLMs and Transformers, this book takes you on a journey through model training, fine-tuning, deployment strategies, and monitoring techniques. You'll explore popular frameworks such as TensorFlow, Keras, and PyTorch, learning how to implement and fine-tune LLMs for various natural language processing tasks.
Each chapter is packed with code examples, step-by-step tutorials, and exercises designed to reinforce your learning and deepen your understanding. Whether you're a beginner looking to dive into the world of LLMs or an experienced practitioner seeking to enhance your skills, this book has something for everyone.
By the end of LLM Transformers: A Practical Guide with Code, Tutorials, and Exercises, you'll be equipped with the tools and knowledge needed to harness the power of LLMs and Transformers for your own projects, from chatbots and text summarization to question answering systems and beyond.
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