Prepares an AI model for serving in a Kubernetes environment. Follow these steps to validate the environment, download an AI model, and prebake the model into Kubernetes storage.
| Step | Task | Description | Topic |
|---|---|---|---|
| 1 | Setting up the python environment. | Installs the required Python runtime and packages. | Setting up the Python environment |
| 2 | Performing preflight checks. | Validates tools, connectivity, and disk space. | Performing the preflight check |
| 3 | Downloading the model. | Downloads the model to local storage. | Downloading the model |
| 4 | Prebaking the model. | Copies the model into Kubernetes PVC storage. | Prebaking the model |
Important: Run the steps in order. Skipping steps can cause validation to fail.