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CLEARML
Open-source MLOps/LLMOps platform for experiment tracking, orchestration and model serving
Apache-2.0
ABOUT
AI teams struggle with fragmented tooling, lost experiment metadata, and manual orchestration when moving models from research to production. ClearML unifies experiment tracking, data management, pipeline automation, and model serving into one platform, eliminating integration overhead and ensuring reproducibility.
INSTALL
pip install clearmlINTEGRATION GUIDE
1. Experiment tracking and reproducibility for research teams
2. Automated ML pipeline orchestration on Kubernetes or cloud
3. Model serving and monitoring in production environments
TAGS
mlopsllmopsexperiment-trackingorchestrationpipelinesmodel-servingdata-managementopen-source