[DEV] VESSL Docs
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  • API REFERENCE
    • What is the VESSL CLI/SDK?
    • CLI
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      • vessl run
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    • Python SDK
      • Integrations
        • Keras
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      • Utilities API
        • configure
        • vessl.init
        • vessl.log
          • vessl.Image
          • vessl.Audio
        • vessl.hp.update
        • vessl.progress
        • vessl.upload
        • vessl.finish
      • Dataset API
      • Experiment API
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      • Model API
        • Model Serving API
      • Organization API
      • Project API
      • Serving API
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      • Sweep API
      • Volume API
      • Workspace API
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  • TROUBLESHOOTING
    • GitHub Issues
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On this page
  • Model status
  • Running Experiments
  1. USER GUIDE
  2. Model Registry

Managing Models

PreviousCreating a ModelNextSweep

Last updated 2 years ago

When you enter each model page, you can see the metadata and files tabs. Under actions, you can run an experiment with the model, and also edit or delete the model.

Model status

Type
Description

Pending

A model is created with a pending status until the model volume files are fully created.

Ready

A model is ready to use.

Error

The model has unsuccessfully created.

Deploying

The model is being deployed for model serving.

In Production

The model has been deployed for model serving. (Note that the actual server instance may have failed.)

Running Experiments

You can create an experiment with a model volume mounted on the model page. It can be used to evaluate the model. The generated experiments are added to the model's related experiments.