Best machine learning on devices tools in 2025

GGML

Efficient tensor library for machine learning on everyday devices.

Llama.cpp

Efficient inference engine for C and C++ language models.

TensorFlow Lite

Lightweight framework for efficient AI model deployment on edge devices.