v3.10.0rc0
📦 mlflowView on GitHub →
✨ 6 features🔧 1 symbols
Summary
MLflow 3.10.0rc0 introduces major features like Organization Support for multi-workspace tracking, enhanced conversation simulation, and automatic LLM cost tracking. This release candidate also includes a new demo command and navigation redesign for better usability.
✨ New Features
- MLflow now supports multi-workspace environments via Organization Support in MLflow Tracking Server, including a new landing page for navigation.
- The conversation simulator is now fully public and easily subclassable, allowing for custom simulation scenarios, session comparison, and distillation of conversations.
- Automatic extraction and calculation of LLM spending via Trace Cost Tracking, with visualization in trace views.
- Redesigned navigation featuring a top-level workflow type selector to switch between GenAI and Classical ML contexts, streamlining sidebars.
- Introduction of the `mlflow demo` CLI command to generate a fully-populated demo environment for hands-on exploration.
- Detailed usage analytics for AI Gateway endpoints, including request patterns and metrics, with trace ingestion linking gateway calls to experiments.