Hands-On Large Language Models: Language Understanding and Generation

 Hands-On Large Language Models  

 Language Understanding and Generation  

📘 Published by O'Reilly Media, Inc., 2024  

 Master the Power of Large Language Models (LLMs) Through Hands-On Exploration  

From ChatGPT to GPT-4, LLaMA, Falcon, and beyond, Large Language Models (LLMs) are transforming AI-driven applications—revolutionizing text generation, translation, summarization, coding, and more. Hands-On Large Language Models is your comprehensive, practical guide to understanding, fine-tuning, and deploying cutting-edge LLMs in real-world applications.  

Whether you’re an AI enthusiast, data scientist, machine learning engineer, or developer, this book provides you with deep insights and hands-on techniques to harness the full potential of LLMs.  

 What’s Inside This Book?  

✅ Demystifying Large Language Models – Understand how LLMs work, from transformers and self-attention to pre-training and fine-tuning.  

✅ Hands-On with Open-Source LLMs – Work with GPT, LLaMA, Falcon, Mistral, and more using Hugging Face, PyTorch, and LangChain.  

✅ Fine-Tuning & Customization – Adapt LLMs to domain-specific tasks with LoRA, PEFT, and RLHF.  

✅ Building AI-Powered Applications – Implement chatbots, summarization tools, Q&A systems, and code assistants.  

✅ Optimizing LLMs for Performance – Reduce costs, latency, and memory footprint with quantization and efficient inference.  

✅ Deploying at Scale – Deploy LLMs using Azure OpenAI, AWS Bedrock, and on-premise solutions.  

✅ Ethics & Bias in AI – Learn responsible AI practices, addressing model bias, hallucinations, and fairness.  

 Why Read This Book?  

🚀 Practical & Hands-On – Get real-world experience with interactive examples and projects.  

🔬 In-Depth Yet Accessible – Covers both fundamentals and advanced techniques.  

⚡ Production-Ready AI – Learn how to scale, optimize, and deploy LLM-powered applications.  

🌍 For Developers, Data Scientists & AI Enthusiasts – Whether you're a beginner or an expert, this book helps you stay ahead in the AI revolution.  

 Who Should Read This Book?  

🔹 AI & ML Engineers – Master LLM development, training, and deployment.  

🔹 Data Scientists – Fine-tune and customize models for real-world applications.  

🔹 Software Developers – Integrate AI into web, cloud, and enterprise applications.  

🔹 Tech Enthusiasts & Researchers – Explore the latest trends and innovations in AI-powered language generation.  

🔥 Unleash the power of Large Language Models in your applications!  

📘 Get your copy today and become an expert in LLMs!