Large Language Models: A Practical Handbook for Designing, Building and Deploying Efficient LLMs from scratch - Softcover

SCOTT, CHAD

Softcover

ISBN 13: 9798306347097

Verlag: Independently published, 2025

Inhaltsangabe

Large Language Model: 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 Learn:

• 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 Features:

• Comprehensive 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!

Details zur Ausgabe

• Verlag: Independently published
• Erscheinungsdatum: 2025
• Sprache: Englisch
• ISBN 13: 9798306347097
• Einband: Taschenbuch
• Anzahl der Seiten: 192
• Kontakt zum Hersteller: Manufactured by Amazon on behalf of the author; https://www.amazon.de/hz/contact-us; ; c/o Amazon Media EU S.à.r.l., 38 Avenue John F. Kennedy; Luxembourg; L-1855; Luxemburg