To launch a task on an onprem target using the Sky CLI, you can turn the local machine into an onprem cluster by following these steps:

1. Run the command sky local up to set up the local machine as an onprem cluster.
2. Launch the task using the command sky launch task.yaml.

After following these steps, your task will be launched on the onprem target successfully.