Description
ML teams track experiments in spreadsheets, version data by folder names, queue jobs by hand and deploy models separately. ClearML is an MLOps platform combining experiment management, data management, pipelines, scheduling and serving.
A few lines hook into existing training scripts for automatic logging, with Kubernetes scheduling and LLM deployment, self-hostable.
Experiments:Auto-logged.
Data versioning:Traceable.
Scheduling:GPU queues.
Serving:One-click deploy.
A few lines hook into existing training scripts for automatic logging, with Kubernetes scheduling and LLM deployment, self-hostable.
Features
Experiments:Auto-logged.
Data versioning:Traceable.
Scheduling:GPU queues.
Serving:One-click deploy.
