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Large Language Models: A Practical Handbook for Designing, Building and Deploying Efficient LLMs from scratch
Large Language A Practical Handbook for Designing, Building, and Deploying Efficient LLMs from Scratch
Unlock the power of Large Language Models (LLMs) with this step-by-step guide that simplifies complex concepts into actionable insights. Whether you're a beginner or an AI enthusiast, this book equips you with the knowledge to design, train, and deploy state-of-the-art LLMs, empowering you to master real-world AI applications.
Why This Book?Unlike other resources, this book emphasizes efficiency, scalability, and hands-on implementation, bridging the gap between theory and practice. With practical examples, clear instructions, and advanced topics like reinforcement learning and retrieval-augmented generation, it’s your ultimate guide to building robust AI systems.
What You'll Understand LLM Basics: Grasp core concepts, architectures, and applications.Build Efficient LLMs: Learn to design scalable models optimized for real-world use.Master Data Pipelines: Preprocess and manage large-scale text data effectively.Train Models from Scratch: Develop and fine-tune your own LLMs.Optimize Inference: Implement quantization and compression techniques for faster deployment.Deploy at Scale: Use cloud platforms and distributed systems for production-ready models.Explore Cutting-Edge Topics: Dive into RLHF, RAG pipelines, and more.Operationalize with MLOps: Apply best practices for continuous monitoring and updates.Unique coverage from foundational concepts to advanced techniques.Hands-on examples and templates for practical implementation.Focus on efficiency and scalability to reduce deployment costs.Insights into ethical AI practices and emerging trends.📚 Ready to start your journey into LLM mastery?
👉 Buy Now and transform your AI development skills today!
Unlock the power of Large Language Models (LLMs) with this step-by-step guide that simplifies complex concepts into actionable insights. Whether you're a beginner or an AI enthusiast, this book equips you with the knowledge to design, train, and deploy state-of-the-art LLMs, empowering you to master real-world AI applications.
Why This Book?Unlike other resources, this book emphasizes efficiency, scalability, and hands-on implementation, bridging the gap between theory and practice. With practical examples, clear instructions, and advanced topics like reinforcement learning and retrieval-augmented generation, it’s your ultimate guide to building robust AI systems.
What You'll Understand LLM Basics: Grasp core concepts, architectures, and applications.Build Efficient LLMs: Learn to design scalable models optimized for real-world use.Master Data Pipelines: Preprocess and manage large-scale text data effectively.Train Models from Scratch: Develop and fine-tune your own LLMs.Optimize Inference: Implement quantization and compression techniques for faster deployment.Deploy at Scale: Use cloud platforms and distributed systems for production-ready models.Explore Cutting-Edge Topics: Dive into RLHF, RAG pipelines, and more.Operationalize with MLOps: Apply best practices for continuous monitoring and updates.Unique coverage from foundational concepts to advanced techniques.Hands-on examples and templates for practical implementation.Focus on efficiency and scalability to reduce deployment costs.Insights into ethical AI practices and emerging trends.📚 Ready to start your journey into LLM mastery?
👉 Buy Now and transform your AI development skills today!
191 pages, Kindle Edition
Published January 7, 2025
2 people are currently reading
About the author
Chad Scott
65 books1 followerA modern renaissance man in the truest sense, Chad Scott has been on a mission to help others cultivate inner wisdom and live up to their full potential through a unique multidisciplinary approach that addresses mind, body, and spirit through root solutions.
As a certified master results coach, Chad is the author of 6 books on relationships, dating and personal development including Get High On Confidence, Man Up and The Winner's Mindset, which along with their associated training courses have positively impacted the lives of thousands of people worldwide. Chad's results are the culmination of over two decades of triumphant struggles and in-depth study from some of the world's greatest leaders, personal development experts, therapists, psychologists, dating experts, scientists, philosophers, fitness experts, and health professionals.
A master yoga teacher with over 20 years of practice and 13 years of teaching experience, Chad has recently incorporated the principles of yoga into a new revolutionary training called "Get Fired Up," By combining the synergy of Yoga, HIIT and Strength Training Chad has managed to create one of the most powerful online training programs available.
As a certified master results coach, Chad is the author of 6 books on relationships, dating and personal development including Get High On Confidence, Man Up and The Winner's Mindset, which along with their associated training courses have positively impacted the lives of thousands of people worldwide. Chad's results are the culmination of over two decades of triumphant struggles and in-depth study from some of the world's greatest leaders, personal development experts, therapists, psychologists, dating experts, scientists, philosophers, fitness experts, and health professionals.
A master yoga teacher with over 20 years of practice and 13 years of teaching experience, Chad has recently incorporated the principles of yoga into a new revolutionary training called "Get Fired Up," By combining the synergy of Yoga, HIIT and Strength Training Chad has managed to create one of the most powerful online training programs available.
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