The LLM Engineer's Toolkit: Build, Train and Deploy GPT-style Language Models from Scratch Using Python, Transformers and PyTorch Unlock the Power of GPT: Master Language Models from the Ground Up Whether you're an AI researcher, ML engineer, data scientist, or curious developer- The LLM Engineer's Toolkit is your ultimate guide to building and deploying Large Language Models (LLMs) like GPT from scratch using Python, PyTorch, and Hugging Face Transformers. This hands-on, no-fluff manual gives you everything you need ...
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The LLM Engineer's Toolkit: Build, Train and Deploy GPT-style Language Models from Scratch Using Python, Transformers and PyTorch Unlock the Power of GPT: Master Language Models from the Ground Up Whether you're an AI researcher, ML engineer, data scientist, or curious developer- The LLM Engineer's Toolkit is your ultimate guide to building and deploying Large Language Models (LLMs) like GPT from scratch using Python, PyTorch, and Hugging Face Transformers. This hands-on, no-fluff manual gives you everything you need to design, train, fine-tune, and serve powerful GPT-style models for real-world use. What You'll Learn: - The fundamentals of Transformer architectures and tokenization techniques - Pretraining strategies, dataset engineering, and scaling LLMs across GPUs - Instruction tuning, LoRA, QLoRA, and other fine-tuning methods for practical deployment - Real-world optimization: quantization, inference acceleration, and containerized deployment - Safety, red teaming, ethical auditing, and serving models as secure APIs Inside the Book: 17 chapters covering the entire LLM development lifecycle Code samples, command-line utilities, and training scripts you can run today Integration with leading open-source tools: PyTorch, Transformers, Weights & Biases, DeepSpeed Cloud deployment strategies on AWS, GCP, and Azure Real-world applications in healthcare, finance, education, and more Why This Book? Unlike high-level theory or limited tutorials, this is a practical engineer's playbook -backed by real code, implementation best practices, and detailed walkthroughs. If you've ever wanted to build your own GPT, optimize a billion-parameter m odel , or deploy a private LLM API , this is the definitive guide.
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Add this copy of The LLM Engineer's Toolkit: Build, Train, and Deploy to cart. $16.90, new condition, Sold by Ingram Customer Returns Center rated 5.0 out of 5 stars, ships from NV, USA, published 2025 by Independently Published.
