{"product_id":"fine-tuning-llms-with-pytorch-and-kilian-voss-9798273483422","title":"Fine-Tuning LLMs with PyTorch and Hugging Face: Train, Customize, and Deploy Large Language Models - A Hands-On Guide for Developers and AI Practition","description":"\u003cp\u003e\u003cb\u003eFine-Tuning LLMs with PyTorch and Hugging Face\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eTrain, Customize, and Deploy Large Language Models - A Hands-On Guide for Developers and AI Practitioners\u003c\/p\u003e\u003cp\u003eIn the new era of open-weight AI, fine-tuning is no longer reserved for big tech. It's the developer's key to transforming powerful pretrained models into intelligent systems that understand your data, your tone, and your domain.\u003c\/p\u003e\u003cp\u003eFine-Tuning LLMs with PyTorch and Hugging Face is the definitive, hands-on guide for developers, engineers, and AI enthusiasts who want to move beyond prompt engineering and start teaching models to think. Through real-world examples, clean code, and practical workflows, this book takes you from your first training run to deploying a production-ready model that performs like it was built in-house.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eYou'll learn how to: \u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eSet up your fine-tuning environment using PyTorch and the Hugging Face ecosystem\u003c\/li\u003e\n\u003cli\u003ePrepare, tokenize, and curate datasets that truly shape model behavior\u003c\/li\u003e\n\u003cli\u003eRun efficient fine-tuning using LoRA, QLoRA, and parameter-efficient methods\u003c\/li\u003e\n\u003cli\u003eEvaluate models for accuracy, coherence, and bias - quantitatively and qualitatively\u003c\/li\u003e\n\u003cli\u003eDeploy models with FastAPI, Gradio, and cloud or local infrastructure\u003c\/li\u003e\n\u003cli\u003eApply fine-tuning to specialized domains like finance, healthcare, and law\u003c\/li\u003e\n\u003cli\u003eCompress and quantize models to run on low-memory devices without sacrificing quality\u003c\/li\u003e\n\u003cli\u003eAutomate continuous learning pipelines and integrate retrieval systems (RAG) for real-world applications\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eWhat makes this book different is its developer-first focus. You'll not only learn the how but the why behind each step - from understanding the transformer architecture to optimizing training loops for small GPUs. Each chapter reads like a real conversation between the model and the maker - bridging theory, experimentation, and production.\u003c\/p\u003e\u003cp\u003eBy the final chapters, you'll see how fine-tuning reshapes your role from programmer to model designer. You'll understand why the future of AI isn't just about bigger models - it's about smarter adaptation.\u003c\/p\u003e\u003cp\u003eWhether you're training your first conversational model, building a retrieval-augmented assistant, or deploying a fine-tuned LLaMA on your laptop, this book is your step-by-step roadmap to mastering the craft of model customization and deployment.\u003c\/p\u003e\u003cp\u003e\u003ci\u003e\u003cb\u003ePerfect for: \u003c\/b\u003e\u003c\/i\u003e\u003c\/p\u003e\u003cp\u003e\u003ci\u003e\u003cb\u003eDevelopers - AI engineers - Machine learning enthusiasts - Applied researchers - Tech founders exploring domain-specific AI\u003c\/b\u003e\u003c\/i\u003e\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Kilian Voss\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798273483422\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 11\/07\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 248\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.96lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 10.00h x 7.00w x 0.52d","brand":"Kilian Voss","offers":[{"title":"Paperback","offer_id":47761315234047,"sku":"9798273483422","price":21.21,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_ac4fddf3-ee8b-4241-b6f5-91a09d3dde24.jpg?v=1765514976","url":"https:\/\/www.whiterainbookhouse.com\/products\/fine-tuning-llms-with-pytorch-and-kilian-voss-9798273483422","provider":"WR Book House","version":"1.0","type":"link"}