Deploy Models

Deploy, monitor, and undeploy fine-tuned models from the My Models page.

This article explains how to deploy, monitor, and undeploy fine-tuned models in Hyperstack AI Studio. It walks through the deployment process, checking deployment status, and managing production-ready models from the My Models page.

Prefer the API?

You can also deploy and undeploy models programmatically. See the Models API reference for the deploy and undeploy endpoints, including request formats, parameters, and example responses.

Model Deployment

Deploy Model

Follow these steps to deploy your fine-tuned model:

1. Open the Models Page
   Navigate to the My Models page.

2. Select a Model
   Click on the fine-tuned model you want to deploy to open its details view.

3. Toggle Deployment
   In the Status section, use the Deploy toggle to activate or deactivate the model. Deployment typically takes a few seconds.

Undeploy Model

Follow these steps to undeploy your fine-tuned model:

1. Open the Models Page
   Navigate to the My Models page.

2. Select a Model
   Click on the fine-tuned model you want to undeploy to open its details view.

3. Toggle Deployment
   In the Status section, use the Deploy toggle to deactivate the model. Undeployment typically takes a few seconds.