Best framework flexibility 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.

Keywords AI

Streamlined performance monitoring for AI applications.

BenchLLM

Evaluate AI applications with comprehensive testing tools.

thisorthis.ai

Compare responses from various generative AI models seamlessly.