MLOps Platform
6.6k 2026-04-13
clearml/clearml
ClearML is an open-source MLOps/LLMOps solution that streamlines the entire AI workflow, from experiment management and data versioning to pipeline orchestration and model serving.
Core Features
Automated Experiment Tracking and Management
MLOps/LLMOps Orchestration and Pipelines (Kubernetes/Cloud/bare-metal)
Differentiable Data Management and Version Control
Scalable Model Serving with GPU support and Monitoring
Fractional GPU allocation for optimized resource utilization
Detailed Introduction
ClearML is a comprehensive, open-source MLOps and LLMOps suite designed to simplify and accelerate the development and deployment of AI/ML models. It integrates five core modules: experiment management, MLOps/LLMOps orchestration, data management, model serving, and reporting. By providing tools for automated tracking, data versioning, pipeline automation, and scalable model deployment, ClearML enables teams to manage their entire AI lifecycle efficiently, from research to production, across various infrastructures.