Using MLEM Commands

MLEM is a command line tool. Here, we provide the specifications, complete descriptions, and comprehensive usage examples for different mlem commands.

For a list of all commands, type mlem -h

Typical MLEM workflow

• Initialize a MLEM project in a Git Repo with mlem init.
• Save Models and Data with MLEM.
• Load and Apply models with mlem apply.
• Build models into Python packages or Docker images with mlem build.
• Serve your models by exposing their methods as endpoints using mlem serve.
• Deploy your models to various target platforms in the cloud with mlem deployment.