llama.cpp: the engine behind local AI

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llama.cpp: the engine behind local AI

llama.cpp is the open-source C/C++ engine that made it practical to run large language models on ordinary hardware.

It popularised the GGUF model format and aggressive quantization — techniques that shrink models so they fit on laptops, mini PCs, and even phones. You rarely use it directly, but it’s the foundation: friendlier tools like Ollama and LM Studio are built on top of llama.cpp. If you want to understand how local AI actually runs, this is the layer to know.

Written to help beginners learn — general information, not professional advice. Verify anything important for your own situation. Editorial policy →

Robert Waithaka Avatar

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