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Running LLMs on Your Laptop Without a $10K GPU
LearningAISoftware EngineeringLLMsLocal Models

Running LLMs on Your Laptop Without a $10K GPU

Practical guide to running production-ready LLMs locally using Ollama, llama.cpp, and quantization. No GPU cluster required.

thousandmiles-ai-admin·February 9, 2026·9 min read