Managing AI lifecycle with CPDCTL
CPDCTL is a command-line interface (CLI) that you can use to manage the lifecycle of AI assets.
Using the CPDCTL CLI, you can manage configuration settings and automate the end-to-end flow:
- Manage all aspects of a project, including: creating or deleting projects, changing project hardware and software specifications, updating package extensions, and manage project members.
- Prepare and manage data assets and connections.
- Create experiments to create and train models, manage models and model pipelines, promote models to space, create new model revisions.
- Manage all aspects of a deployment space, including: creating, and deleting deployment spaces, changing space hardware and software specifications, package extensions, and managing space members.
- Deploy and score models and functions; create, manage, run, update, and delete deployment jobs.
Learn more
- For installation, configuration, available commands, supported outputs, and usage scenarios, refer to github.com/IBM/cpdctl.
- For detailed CPDCTL command reference, refer to CPDCTL command reference.
- For other CPDCTL usage samples, refer to CPDCTL code samples.
Other useful links:
Parent topic: Managing AI Lifecycle with ModelOps