ClearML

The platform is an AI infrastructure platform that manages GPU clusters and supports developing, training, orchestrating, and deploying AI/ML and generative AI models. It sells to developers, data teams, and operations teams in businesses that build and run AI at scale, including enterprises and research organizations. It is delivered as a SaaS platform with an open-source option and modular components for infrastructure control, development, and deployment.

Key features

• GPU cluster management
• Agent orchestration
• Workers and queues
• Job scheduling with priority queues
• Dynamic GPU allocation
• Pipeline orchestration
• CI/CD automation
• REST API access
• Experiment organization
• Dataset management and versioning
• Dataset searchability
• Hyper-datasets management
• LLM fine-tuning support
• Embedding and vector DB support
• GenAI model deployment
• Platform management center