GGML

GGML is a machine learning tensor library written in C, designed to run large language models efficiently on standard hardware without requiring expensive GPUs. It's built for developers who need to deploy AI models on devices ranging from Raspberry Pi single-board computers to Apple Silicon Macs and conventional servers. The library handles the heavy computational lifting through optimised routines for different processor types, whilst keeping memory usage minimal. GGML is particularly useful if you want to run models locally, maintain privacy by avoiding cloud services, or work within tight hardware constraints. The project is open source and community-driven, making it accessible for experimentation and customisation.