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mlflow

Tools

mlflow

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

mlflow screenshot

Why use it

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

Best for

developers

Deployment options

compose · docker

Resource requirements

server

Alternative to

No mapping yet

Common setup stack

Reverse proxy · HTTPS certs · auth gateway · backups