Best edge computing frameworks tools in 2025

Evaluate AI applications with comprehensive testing tools.

Lightweight framework for efficient AI model deployment on edge devices.

Advanced edge AI technology for smarter devices.

Memory-efficient model for AI applications with quantized weights.

Efficient GPU resource management for AI model deployment.

Monitor and debug large language model applications in real-time.

Streamlined deployment of machine learning models across environments.

Machine learning framework that enhances app capabilities.

Optimizes AI model inference for real-time applications.

JavaScript library for building machine learning models in web applications.