llama.cpp

llama.cpp is an open source inference engine for running large language models efficiently in C and C++ across local hardware. It is widely used to serve quantized models on laptops, desktops, edge devices, and servers with minimal dependencies and strong performance. Developers use llama.cpp to prototype local AI apps, power private assistants, benchmark model formats, and deploy low-cost inference pipelines without heavyweight infrastructure. It fits researchers, builders, and self-hosting teams that want direct control over model execution and hardware utilization. What makes llama.cpp unique is its combination of portability, efficiency, and broad ecosystem influence, helping turn open models into practical local software that can run almost anywhere while supporting a huge range of architectures and quantization workflows.

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