Best mobile deployment tools in 2025

TensorFlow Lite

Lightweight framework for efficient AI model deployment on edge devices.

Exllama

Memory-efficient model for AI applications with quantized weights.

Banana

Efficient GPU resource management for AI model deployment.

Helicone

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

COG

Streamlined deployment of machine learning models across environments.

SpeechBrain

Open-source toolkit for creating speech recognition and enhancement models.

Liner.ai

Create machine learning models effortlessly without coding.

Noise.ai

Sound-based monitoring system for factory operations and efficiency.

Keywords AI

Streamlined performance monitoring for AI applications.