{"product_id":"fine-tuning-llm-practical-implementation-and-adaptation-domain-specific-model-training-optimization-strategies-and-responsible-deployment-9798250340892","title":"Fine Tuning LLM Practical Implementation and Adaptation: Domain Specific Model Training, Optimization Strategies, and Responsible Deployment","description":"\u003cp\u003e • Author(s): Zhao Colton\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Programming Languages - Python\u003c\/p\u003e\u003cp\u003eWhile foundation models provide powerful general intelligence, real-world applications often require domain adaptation, improved consistency, and controlled outputs.\u003cbr\u003eIn \u003ci\u003ePractical LLM Fine-Tuning and Adaptation\u003c\/i\u003e, Zhao Colton presents a structured guide to customizing large language models for specialized tasks.\u003cbr\u003eThis book explores: \u003c\/p\u003e\u003col\u003e\n\u003cli\u003eFine-tuning fundamentals and model adaptation theory\u003c\/li\u003e\n\u003cli\u003eSupervised fine-tuning workflows\u003c\/li\u003e\n\u003cli\u003eDataset preparation and curation strategies\u003c\/li\u003e\n\u003cli\u003eInstruction tuning and alignment techniques\u003c\/li\u003e\n\u003cli\u003eEvaluation benchmarks and quality measurement\u003c\/li\u003e\n\u003cli\u003eParameter-efficient fine-tuning (PEFT) methods\u003c\/li\u003e\n\u003cli\u003eSafety and bias considerations\u003c\/li\u003e\n\u003cli\u003eDeployment pipelines and performance monitoring\u003c\/li\u003e\n\u003c\/ol\u003eThe book balances conceptual understanding with implementation strategy, helping practitioners understand not only how to fine-tune models but when it is appropriate to do so.\u003cbr\u003eReaders will gain clarity on designing responsible, efficient, and maintainable model adaptation pipelines suitable for production systems.","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":47568569794711,"sku":"9798250340892","price":1706.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798250340892.webp?v=1774869334","url":"https:\/\/atlanticbooks.com\/products\/fine-tuning-llm-practical-implementation-and-adaptation-domain-specific-model-training-optimization-strategies-and-responsible-deployment-9798250340892","provider":"Atlantic Books","version":"1.0","type":"link"}