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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

First, save models with MLEM using mlem.api.save. Second, productionize them as you want:

  • 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.

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