Best ai on edge devices tools in 2025

GGML

Efficient tensor library for machine learning on everyday devices.

PyTorch

Framework for building dynamic neural networks and computations.

Llama.cpp

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

LlamaChat

Engage in conversations with various AI models on your Mac.

Legacy AI

Connects vintage Macs with modern AI capabilities.

TensorFlow Lite

Lightweight framework for efficient AI model deployment on edge devices.

DeepMind Lab

Customizable 3D research environment for AI experiments.

governance.ai

A research community focused on AI safety and governance.

Fluxaigen

Unified access point for comparing AI language models.