{"product_id":"ollama-local-ai-max-reedwell-9798273638556","title":"Ollama \u0026 Local AI: A Practical Guide to Self-Hosting, Fine-Tuning, and Deploying Open-Source LLMs for Production","description":"\u003cb\u003eFrustrated by the high costs, slow latency, and data privacy risks of proprietary cloud LLM APIs?\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003eThis book is the definitive, hands-on guide for AI developers, DevOps engineers, and technical leaders who are ready to take full control of their AI stack. \u003ci\u003e\u003ci\u003eOllama \u0026amp; Local AI\u003c\/i\u003e\u003c\/i\u003e provides a practical, code-driven roadmap to self-hosting, fine-tuning, and deploying powerful open-source models like Llama and Mistral directly on your own hardware. Move beyond simple API consumption, gain absolute data sovereignty, and dramatically reduce your inference costs.\u003cbr\u003eThis is not a high-level overview; it's a complete production playbook. Inside, you will find the precise, step-by-step instructions to: \u003cbr\u003e\u003cb\u003e\u003cb\u003eMaster Installation: \u003c\/b\u003e\u003c\/b\u003e Set up and manage complete \u003cb\u003e\u003cb\u003eOllama\u003c\/b\u003e\u003c\/b\u003e and \u003cb\u003e\u003cb\u003eLocalAI\u003c\/b\u003e\u003c\/b\u003e ecosystems, from simple scripts to production-ready \u003cb\u003e\u003cb\u003eDocker\u003c\/b\u003e\u003c\/b\u003e and \u003cb\u003e\u003cb\u003eKubernetes\u003c\/b\u003e\u003c\/b\u003e deployments.\u003cbr\u003e\u003cb\u003e\u003cb\u003eFine-Tune Custom Models: \u003c\/b\u003e\u003c\/b\u003e Learn to perform efficient \u003cb\u003e\u003cb\u003eLoRA\u003c\/b\u003e\u003c\/b\u003e and \u003cb\u003e\u003cb\u003eQLoRA\u003c\/b\u003e\u003c\/b\u003e fine-tuning using modern tools like \u003cb\u003e\u003cb\u003eUnsloth\u003c\/b\u003e\u003c\/b\u003e and \u003cb\u003e\u003cb\u003eAxolotl\u003c\/b\u003e\u003c\/b\u003e to create models with specialized skills.\u003cbr\u003e\u003cb\u003e\u003cb\u003eOptimize and Deploy: \u003c\/b\u003e\u003c\/b\u003e Convert, quantize, and merge models into the high-performance \u003cb\u003e\u003cb\u003eGGUF\u003c\/b\u003e\u003c\/b\u003e format using \u003cb\u003e\u003cb\u003ellama.cpp\u003c\/b\u003e\u003c\/b\u003e workflows for deployment in both Ollama and LocalAI.\u003cbr\u003e\u003cb\u003e\u003cb\u003eBuild Secure APIs: \u003c\/b\u003e\u003c\/b\u003e Architect secure, high-throughput REST APIs for your models using an \u003cb\u003e\u003cb\u003eNginx\u003c\/b\u003e\u003c\/b\u003e reverse proxy for enterprise-grade authentication.\u003cbr\u003e\u003cb\u003e\u003cb\u003eOrchestrate Workflows: \u003c\/b\u003e\u003c\/b\u003e Integrate your local models into complex \u003cb\u003e\u003cb\u003eLangChain\u003c\/b\u003e\u003c\/b\u003e pipelines to build powerful applications like \u003cb\u003e\u003cb\u003eRetrieval-Augmented Generation (RAG)\u003c\/b\u003e\u003c\/b\u003e.\u003cbr\u003e\u003cb\u003e\u003cb\u003eTroubleshoot Like a Pro: \u003c\/b\u003e\u003c\/b\u003e Diagnose and solve common pitfalls in \u003cb\u003e\u003cb\u003eVRAM\u003c\/b\u003e\u003c\/b\u003e management, \u003cb\u003e\u003cb\u003eCUDA\u003c\/b\u003e\u003c\/b\u003e conflicts, and performance bottlenecks.\u003cbr\u003eStop renting your AI. \u003cb\u003e\u003cb\u003eB\u003c\/b\u003e\u003c\/b\u003e\u003cb\u003e\u003cb\u003euild\u003c\/b\u003e\u003c\/b\u003e\u003cb\u003e\u003cb\u003e, deploy, and own your high-performance LLM infrastructure today.\u003c\/b\u003e\u003c\/b\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Max Reedwell\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798273638556\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\/08\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 122\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.50lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 10.00h x 7.00w x 0.26d","brand":"Max Reedwell","offers":[{"title":"Paperback","offer_id":48447135809791,"sku":"9798273638556","price":19.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_867d4f10-4f68-4aa4-b713-957d9db49251.jpg?v=1777229070","url":"https:\/\/www.whiterainbookhouse.com\/products\/ollama-local-ai-max-reedwell-9798273638556","provider":"WR Book House","version":"1.0","type":"link"}