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ClearML

Your entire AI Infrastructure stack and MLOps in one open-source tool

Clear|ML Clear|ML

The Infrastructure Platform for AI Builders

ClearML is a full-stack, open source AI platform designed to streamline everything from infrastructure management to GenAI deployment.

Platform Capabilities

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  • Infrastructure Control Plane – Seamlessly manage and provision GPU resources across cloud, on-prem, and hybrid setups with multi-tenancy, billing, quotas, and secure isolation

  • AI Development Center – An AI builder`s IDE with one-click access to tools for data integration, monitoring, model tracking, CI/CD, and experiment automation

  • GenAI App Engine – Rapidly deploy LLMs and GenAI workloads with built-in access control, vector database support, and feedback loops for continuous improvement

Core Repositories

  • clearml – Python SDK and CLI for ML tracking, data management, and workflow automation
  • clearml-server – Backend services and APIs
  • clearml-agent – Workload execution agent for orchestration and automation
  • clearml-web – Web-based GUI for the ClearML server
  • clearml-session - CLI for launching JupyterLab / VSCode / SSH workloads on Cloud/On-Prem remote machines
  • clearml-serving – Framework for model deployment and orchestration
  • clearml-docs – Source for ClearML’s official documentation

Contributing

PRs are always welcome ❤️. See more details in the ClearML Guidelines for Contributing.

Want to Learn More?

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  1. clearml clearml Public

    ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution

    Python 6k 679

  2. clearml-server clearml-server Public

    ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution

    Python 411 143

  3. clearml-agent clearml-agent Public

    ClearML Agent - ML-Ops made easy. ML-Ops scheduler & orchestration solution

    Python 265 100

Repositories

Showing 10 of 31 repositories