llama.cpp Guide 2026: Complete Tutorial to Run LLMs on Any Hardware

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🩺 Summary

Want to run large language models on your own computer without a GPU?

📝 Details

Run LLMs on CPU. 72K stars. ./main -m model.gguf. M1 Mac: 15t/s, RTX 4090: 110t/s, RPi5: 3t/s. Start with Llama 3 8B Q4_K_M (4.5GB).