| agent | Start a sweep agent. |
| artifact | Upload, download, and manage W&B artifacts. |
| beta | Beta versions of wandb CLI commands. |
| controller | Start a local sweep controller for a W&B hyperparameter sweep. |
| disabled | Disable W&B functionality. |
| docker | Run code in a Docker container with W&B configured. |
| docker-run | Wrap docker run and inject W&B environment variables automatically. |
| enabled | Re-enable W&B after it was deactivated with wandb disabled. |
| init | Initialize or update W&B configuration for the current directory. |
| job | Commands for managing and viewing W&B jobs. |
| launch | Launch or queue a W&B Job. |
| launch-agent | Run a W&B launch agent. |
| launch-sweep | Run a W&B launch sweep (Experimental). |
| leet | Run W&B leet commands. |
| login | Authenticate your machine with W&B. |
| offline | Save data logged to W&B locally without uploading it to the cloud. |
| online | Re-enable cloud syncing for W&B runs. |
| pull | Download files from a W&B run. |
| purge-cache | Purges cached logs, run history, and artifacts from the local W&B cache. |
| restore | Restore the code, config, or Docker environement from a previous W&B run. |
| scheduler | Run a W&B launch sweep scheduler (Experimental). |
| server | Commands for operating a local W&B server |
| status | Display the current W&B configuration settings. |
| sweep | Create, update, or manage a hyperparameter sweep. |
| sync | Upload existing local W&B run data to the cloud. |
| verify | Run integration checks against a self-hosted W&B instance. |
