| "Check who I'm logged in as" | clarifai whoami | |
| "Log out" | clarifai logout | |
| "Manage config profiles" | clarifai config | |
| "List my apps" | clarifai app list | |
| "List apps for another user" | clarifai app list --user_id <user_id> | |
| "Create a new app" | clarifai app create <app_id> | |
| "Delete an app" | clarifai app delete <app_id> | |
| "List compute clusters" | clarifai computecluster list | |
| "Create compute cluster" | clarifai computecluster create <id> --config <file> | |
| "Delete compute cluster" | clarifai computecluster delete <id> | |
| "List nodepools" | clarifai nodepool list --compute_cluster_id <id> | |
| "Create nodepool" | clarifai nodepool create <id> --compute_cluster_id <id> | |
| "Delete nodepool" | clarifai nodepool delete <id> | |
| "List deployments" | clarifai deployment list --compute_cluster_id <id> | |
| "Create deployment" | clarifai deployment create <id> --compute_cluster_id <id> --nodepool_id <id> | |
| "Delete deployment" | clarifai deployment delete <id> | |
| "List pipeline runs" | clarifai pipelinerun list | |
| "Pause pipeline run" | clarifai pipelinerun pause <run_id> | |
| "Resume pipeline run" | clarifai pipelinerun resume <run_id> | |
| "Cancel pipeline run" | clarifai pipelinerun cancel <run_id> | |
| "Discover pipeline templates" | clarifai pipelinetemplate discover | |
| "List pipeline templates" | clarifai pipelinetemplate list | |
| "Manage artifacts" | clarifai artifact | |
| "Deploy vLLM model" | clarifai model init --toolkit vllm | clarifai model deploy |
| "Deploy SGLang model" | clarifai model init --toolkit sglang | clarifai model deploy |
| "Deploy HuggingFace model" | clarifai model init --toolkit huggingface | clarifai model deploy |
| "Deploy Ollama model" | clarifai model init --toolkit ollama | clarifai model serve |
| "Create MCP server" | clarifai model init --toolkit mcp | clarifai model deploy |
| "Create OpenAI-compatible model" | clarifai model init --toolkit openai | clarifai model deploy |
| "Train image classifier" | clarifai pipeline init --template classifier-pipeline-resnet | clarifai pipeline run |
| "Train object detector" | clarifai pipeline init --template detector-pipeline-yolof | clarifai pipeline run |
| "Test model locally" | clarifai model serve ./model | Always try first |
| "Test as gRPC server" | clarifai model serve ./model --grpc --port 8000 | |
| "Test in container" | clarifai model serve ./model --mode container | |
| "Deploy model to cloud" | clarifai model deploy ./model | Auto-creates infra |
| "Deploy with specific GPU" | clarifai model deploy ./model --instance gpu-nvidia-a10g | |
| "Deploy already-uploaded model" | clarifai model deploy --model-url <url> | |
| "Check deployment status" | clarifai model status --deployment <id> | Use --model-url to discover deployments |
| "View deployment logs" | clarifai model logs --deployment <id> | Follows by default |
| "View K8s events" | clarifai model logs --deployment <id> --log-type events | For debugging startup |
| "Remove deployment" | clarifai model undeploy --deployment <id> | |
| "Browse available GPUs" | clarifai list-instances | Filter: --cloud, --gpu |
