The Complete Guide to Running LLMs Locally in 2026: From Ollama to Production

This article provides a comprehensive guide to running GPT-4-class large language models (LLMs) locally on personal hardware by 2026, eliminating the need for expensive APIs or high-end GPUs. It teaches users to set up a functional local LLM stack, choose models for their hardware, and customize them.