{"product_id":"libro-how-to-build-and-finetune-a-small-language-model-a-step-by-step-guide-for-beginners-researchers-and-non-programmers","title":"Libro: How to Build and Fine‐Tune a Small Language Model: A Step-by-Step Guide for Beginners, Researchers, and Non-Programmers","description":"\u003ctable style=\"border-collapse:collapse;margin-bottom:16px;width:100%\"\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003cstrong\u003eFormato\u003c\/strong\u003e\u003c\/td\u003e\n\u003ctd\u003eTapa Blanda\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003e\u003cstrong\u003eNúmero de páginas\u003c\/strong\u003e\u003c\/td\u003e\n\u003ctd\u003e489\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/table\u003e\u003cp\u003eHow to Build and Fine-Tune a Small Language Model\u003cbr\u003eA Step-by-Step Guide for Beginners, Researchers, and Non-Programmers\u003cbr\u003eBuild your own AI—without a PhD, expensive hardware, or industry-level resources. Whether you’re a beginner, a student, a scientist, or a domain expert, this book shows you how to create, train, fine-tune, and deploy Small Language Models (SLMs) that truly understand your field.\u003cbr\u003eMost AI books explain what models are. This one teaches you to build them. You’ll go from zero to a working GPT-style model, then learn how to fine-tune, align, evaluate, and deploy it for real applications.\u003cbr\u003e🔥 Why This Book Is Different\u003cbr\u003eThis is a hands-on builder’s manual designed for real beginners and practical users. Everything is tested through university courses, workshops, and real production deployments.\u003cbr\u003eYou will be able to:\u003cbr\u003e✔ Build a GPT model from scratch\u003cbr\u003e✔ Train real models using free\/low-cost Google Colab\u003cbr\u003e✔ Pretrain your own MiniMind SLM\u003cbr\u003e✔ Fine-tune with Supervised FT\u003cbr\u003e✔ Align with Direct Preference Optimization (DPO)\u003cbr\u003e✔ Deploy models privately and efficiently\u003cbr\u003eAll chapters include ready-to-run Google Colab notebooks.\u003cbr\u003e📚 Inside the Book\u003cbr\u003ePart I – Foundations (Ch. 1–3)\u003cbr\u003eWhy SLMs matter\u003cbr\u003eBuild a complete GPT from scratch\u003cbr\u003eFine-tune GPT-2 in under 30 minutes\u003cbr\u003eLearn tokenization, attention, batching, and training loops\u003cbr\u003ePart II – Training from Scratch (Ch. 4–7)\u003cbr\u003ePrepare real datasets\u003cbr\u003eConfigure architecture and size\u003cbr\u003eTrain 125M–350M parameter models\u003cbr\u003eEvaluate with perplexity and benchmarks\u003cbr\u003eTroubleshoot training issues\u003cbr\u003ePart III – MiniMind Pipeline (Ch. 8–10)\u003cbr\u003eA modern 3-stage workflow:\u003cbr\u003ePretraining\u003cbr\u003eSupervised Fine-Tuning (SFT)\u003cbr\u003eDirect Preference Optimization (DPO)\u003cbr\u003ePart IV – Production \u0026amp; Ethics (Ch. 11–12)\u003cbr\u003eQuantization: INT8, 4-bit, GPTQ\u003cbr\u003eDeploy on Mac, PC, server, or cloud\u003cbr\u003eCost breakdowns (from $0 to \u0026lt;$50)\u003cbr\u003eBuild three complete projects:\u003cbr\u003eMedical Q\u0026amp;A Assistant\u003cbr\u003eCode Documentation Generator\u003cbr\u003eMultilingual Support Bot\u003cbr\u003eLearn safe and responsible deployment\u003cbr\u003e🌟 Who This Book Is For\u003cbr\u003eIdeal for:\u003cbr\u003eResearchers and graduate students\u003cbr\u003eDomain specialists in law, medicine, geology, humanities, and business\u003cbr\u003eDevelopers and small business owners\u003cbr\u003eBeginners and non-programmers wanting hands-on AI\u003cbr\u003eAnyone wanting private, affordable, customizable AI\u003cbr\u003e\u003cbr\u003eNo CS degree required—code is clear, copy-and-run, and fully explained.\u003cbr\u003e💡\u003cbr\u003eWhat Makes This Book Unique\u003cbr\u003e✨ Beginner-friendly and classroom-tested\u003cbr\u003e✨ Fully practical with real datasets and runnable code\u003cbr\u003e✨ Works on free Google Colab or inexpensive hardware\u003cbr\u003e✨ Adaptable to any domain\u003cbr\u003e✨ Includes deployment guides and cost calculators\u003cbr\u003e✨ Covers the full pipeline: Build → Pretrain → Fine-Tune → Align → Deploy\u003cbr\u003e⭐ From the Author\u003cbr\u003eThis book grew from years of teaching students, researchers, and professionals who thought AI was out of reach.\u003cbr\u003e🏁 Ready to Build Your Own Model?\u003cbr\u003eWith step-by-step explanations and production-ready workflows, this book turns AI from a mysterious black box into something you can build, customize, and deploy yourself.\u003cbr\u003eBegin your journey from AI user to AI builder today.\u003c\/p\u003e","brand":"Independently published","offers":[{"title":"Default Title","offer_id":59776796655697,"sku":"B0G3MYWTJK","price":91700.0,"currency_code":"CLP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0669\/6455\/3809\/files\/61NR0QhuHkL.jpg?v=1783574528","url":"https:\/\/provetodo.cl\/es-cl\/products\/libro-how-to-build-and-finetune-a-small-language-model-a-step-by-step-guide-for-beginners-researchers-and-non-programmers","provider":"Provetodo ","version":"1.0","type":"link"}