clearml/clearml
🏗️ Frameworkclearml
Auto-magical MLOps/LLMOps platform for experiment management, pipelines, and orchestration.
ClearML is a comprehensive open-source platform designed to automate and streamline the entire AI/ML lifecycle. It integrates experiment management, data versioning, pipeline orchestration, and model serving into a single cohesive system. Key features include automatic logging of experiments, hyperparameter optimization, distributed training orchestration, and CI/CD integration for ML. It supports popular frameworks like PyTorch, TensorFlow, and Jupyter. The platform also offers a free tier and enterprise features. With over 6.7k stars and active development, it is a robust choice for MLOps/LLMOps.
💡Highlights
- ├─Auto-magical CI/CD for AI
- ├─All-in-one MLOps/LLMOps platform
- └─6.7k+ stars, active development
🎯For
- ├─Data scientists
- ├─ML engineers
- └─DevOps engineers