{"product_id":"llm-fine-tuning-with-open-husn-ara-9798293007875","title":"LLM Fine Tuning with Open Models: Efficient Training, Adaptation, and Deployment with LoRA, QLoRA, and PEFT","description":"\u003cp\u003e\u003cb\u003eLLM Fine-Tuning with Open Models: Efficient Training, Adaptation, and Deployment with LoRA, QLoRA, and PEFT\u003c\/b\u003e \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003eUnlock the full potential of Large Language Models (LLMs) for your business, product, or research. This hands-on guide shows you how to fine-tune, align, and deploy powerful models like LLaMA, Mistral, Falcon, and more-without needing massive compute.\u003cbr\u003eWhether you're building intelligent chatbots, document summarizers, domain-specific agents, or internal AI tools, this book walks you through practical techniques like LoRA, QLoRA, PEFT, RLHF, and DPO. Learn to serve your models using FastAPI, Hugging Face Hub, Streamlit, and LangChain-right from your laptop or a cloud GPU.\u003cbr\u003eInside you'll learn how to: \u003cul\u003e\n\u003cli\u003ePrepare and fine-tune models on custom datasets\u003c\/li\u003e\n\u003cli\u003eUse parameter-efficient methods to cut costs and training time\u003c\/li\u003e\n\u003cli\u003eEvaluate, align, and optimize LLM outputs for safety and accuracy\u003c\/li\u003e\n\u003cli\u003eBuild real-time apps, APIs, and agents powered by your fine-tuned model\u003c\/li\u003e\n\u003cli\u003eDeploy production-ready AI with ONNX, FSDP, and quantized models\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003ePerfect for developers, ML engineers, startup teams, and tech leads looking to take control of Generative AI. No hype-just actionable techniques for training and deploying smarter, leaner, and safer AI systems.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Husn Ara\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798293007875\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 07\/18\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 162\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.50lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.00h x 6.00w x 0.35d","brand":"Husn Ara","offers":[{"title":"Paperback","offer_id":48799206867199,"sku":"9798293007875","price":19.0,"currency_code":"USD","in_stock":true}],"url":"https:\/\/www.whiterainbookhouse.com\/products\/llm-fine-tuning-with-open-husn-ara-9798293007875","provider":"WR Book House","version":"1.0","type":"link"}