{"product_id":"building-private-llms-a-guide-to-fine-tuning-open-source-models-for-business-9798242460812","title":"Building Private LLMs: A Guide to Fine-Tuning Open-Source Models for Business","description":"\u003cp\u003e • Author(s): Thompson Carter\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Artificial Intelligence - Generative AI\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003ePublic AI models are powerful. Private models are strategic.\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eEnterprises increasingly rely on large language models-but sending sensitive data to public APIs is not always acceptable. Businesses need \u003cb\u003econtrol, customization, and compliance\u003c\/b\u003e. This book shows how to build and fine-tune \u003cb\u003eprivate, open-source LLMs\u003c\/b\u003e tailored to specific business needs.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eBuilding Private LLMs\u003c\/b\u003e is a practical guide to selecting, fine-tuning, evaluating, and deploying open-source language models in secure, business-ready environments.\u003c\/p\u003e\u003cbr\u003eWhat You'll Learn in This Book\u003cul\u003e\n\u003cli\u003e\u003cp\u003eWhen to use public APIs vs. private LLM deployments\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eSelecting the right open-source model for your use case\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eFine-tuning strategies for domain-specific performance\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eInstruction tuning and parameter-efficient training methods\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eDataset preparation and quality control\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eEvaluation frameworks for business reliability\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eDeployment options: on-prem, cloud, and hybrid\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eGovernance, compliance, and data privacy considerations\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eThe focus is on \u003cb\u003epractical implementation for real organizations\u003c\/b\u003e, not research experiments.\u003c\/p\u003e\u003cbr\u003eWho This Book Is For\u003cp\u003eThis guide is ideal for: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003eAI engineers and ML practitioners\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eData scientists building internal AI tools\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eEnterprise architects\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eTechnical founders building AI-first companies\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eOrganizations requiring data control and compliance\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eFamiliarity with Python and machine learning concepts is recommended.\u003c\/p\u003e\u003cbr\u003eWhy Private LLMs Matter for Business\u003cp\u003ePrivate deployments enable organizations to: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003eProtect sensitive data\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eCustomize models for domain expertise\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eReduce long-term API dependency\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eOptimize cost at scale\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eMaintain regulatory compliance\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eThis book teaches how to treat LLMs as \u003cb\u003einfrastructure assets\u003c\/b\u003e, not external black boxes.\u003c\/p\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":47569607524503,"sku":"9798242460812","price":2093.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798242460812.webp?v=1774878383","url":"https:\/\/atlanticbooks.com\/products\/building-private-llms-a-guide-to-fine-tuning-open-source-models-for-business-9798242460812","provider":"Atlantic Books","version":"1.0","type":"link"}