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title: Create a new deployment
version: EN

VESSL offers a web-based workflow for managing model services. This workflow is designed to be intuitive and easy to use, allowing users to quickly create and manage model services.

Create a Service

To establish a new model service, navigate to the Servings tab and initiate the process by clicking the "New serving" button.

<img style={{ borderRadius: '0.5rem' }} src="/images/serve/rollouts/1_new.png" />

Once the "New serving" button is selected, you will be directed to the "Create a new serving" page, dedicated to the configuration of a fresh Serving instance. Within this page, it is possible to define essential parameters for the serving:

  • Name: Assign a distinctive name to the Serving. (Please note that the assigned name cannot be altered after creation.)
  • Description: Elaborate on the nature and purpose of the Serving for further clarity.
  • Cluster: Designate the specific cluster where the inference server will be instantiated. <img style={{ borderRadius: '0.5rem' }} src="/images/serve/rollouts/2_create.png" />

By selecting any of the Servings created within the Serving list, you can access details about the Serving on the local navigation bar. <img style={{ borderRadius: '0.5rem' }} src="/images/serve/create/3_menu.png" />

Each Serving instance offers following menu options:

  • Monitor: Monitoring dashboard which provides a overview of the Serving's current status and performance.
  • Logs: A log stream of the Serving's revisions and replicas.
  • Revisions: Create and manage revisions of the Serving.
  • Rollouts: Define and run no-downtime rollouts of the Serving.