Best hardware optimization tools in 2025

GGML

Efficient tensor library for machine learning on everyday devices.

Exllama

Memory-efficient model for AI applications with quantized weights.

Datature

Streamlined management for AI vision projects without coding.

LMStudio

Run large language models locally for privacy and convenience.

StartupWiz

Explore various AI models in one convenient interface.

thisorthis.ai

Compare responses from various generative AI models seamlessly.

TensorFlow Lite

Lightweight framework for efficient AI model deployment on edge devices.

04-x

Private chat for secure interactions with advanced AI models.

DeepMind Lab

Customizable 3D research environment for AI experiments.

Llama.cpp

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

governance.ai

A research community focused on AI safety and governance.

Fluxaigen

Unified access point for comparing AI language models.