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MLflow
by Databricks (Open Source)
Open source platform for ML lifecycle
MLflow is an open-source platform for managing the ML lifecycle, including experimentation, reproducibility, and deployment. Now includes LLM-specific tracking and evaluation features.
Ease of Use
0/10
Community
0/10
Performance
0/10
Documentation
0/10
🎯 Key Features
Experiment tracking
Model registry
Model deployment
LLM tracking
Prompt engineering
Evaluation metrics
Artifact storage
Project packaging
REST API
Strengths
Open source
Industry standard
Flexible architecture
Strong community
Free forever
Limitations
Not LLM-focused
Basic UI
Manual setup
Limited LLM features
Best For
- ML teams
- Model lifecycle management
- Self-hosted requirements
- Databricks users