Best ai model testing methodologies tools in 2025

BenchLLM

Evaluate AI applications with comprehensive testing tools.

Megatron LM

Advanced framework for training large transformer models efficiently.

COG

Streamlined deployment of machine learning models across environments.

Gentrace

Automated evaluations for generative AI models.

CircleCI

Automates code testing and deployment for software teams.

Dopamine

Framework for quick reinforcement learning algorithm prototyping.