About ClearML
An open-source full-stack platform for experiment tracking, orchestration, dataset management, and model serving with an enterprise control plane for infrastructure management.
Key Features
- Experiment manager & tracking — automatic logging of runs, artifacts, and results.
- Orchestration & agents — remote execution, scheduling, and pipeline automation (Kubernetes/cloud/bare-metal).
- Data & model management — dataset handling and model serving with monitoring.
- Infrastructure control plane — resource provisioning, multi-tenancy, RBAC, and quotas for enterprise use.
Use Cases & Best For
Teams that want an open-source end-to-end MLOps stack with integrated orchestration and serving.
Enterprises that need infrastructure management, multi-tenancy, and GPU resource controls.
About MLOps & Monitoring
Model operations and lifecycle management