{"product_id":"libro-ollama-local-ai-a-practical-guide-to-self-hosting-fine-tuning-and-deploying-open-source-llms-for-production","title":"Libro: Ollama \u0026 Local AI: A Practical Guide to Self-Hosting, Fine-Tuning, and Deploying Open-Source LLMs for Production","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\u003e121\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/table\u003e\u003cp\u003eFrustrated by the high costs, slow latency, and data privacy risks of proprietary cloud LLM APIs?\u003cbr\u003e\u003cbr\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. Ollama \u0026amp; Local AI 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\u003eMaster Installation: Set up and manage complete Ollama and LocalAI ecosystems, from simple scripts to production-ready Docker and Kubernetes deployments.\u003cbr\u003eFine-Tune Custom Models: Learn to perform efficient LoRA and QLoRA fine-tuning using modern tools like Unsloth and Axolotl to create models with specialized skills.\u003cbr\u003eOptimize and Deploy: Convert, quantize, and merge models into the high-performance GGUF format using llama.cpp workflows for deployment in both Ollama and LocalAI.\u003cbr\u003eBuild Secure APIs: Architect secure, high-throughput REST APIs for your models using an Nginx reverse proxy for enterprise-grade authentication.\u003cbr\u003eOrchestrate Workflows: Integrate your local models into complex LangChain pipelines to build powerful applications like Retrieval-Augmented Generation (RAG).\u003cbr\u003eTroubleshoot Like a Pro: Diagnose and solve common pitfalls in VRAM management, CUDA conflicts, and performance bottlenecks.\u003cbr\u003eStop renting your AI. Build, deploy, and own your high-performance LLM infrastructure today.\u003c\/p\u003e","brand":"Independently published","offers":[{"title":"Default Title","offer_id":59888568139857,"sku":"B0G1J75GZ1","price":52700.0,"currency_code":"CLP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0669\/6455\/3809\/files\/71xD7BE3pUL.jpg?v=1785212984","url":"https:\/\/provetodo.cl\/es-cl\/products\/libro-ollama-local-ai-a-practical-guide-to-self-hosting-fine-tuning-and-deploying-open-source-llms-for-production","provider":"Provetodo ","version":"1.0","type":"link"}