Evidently
Evaluate, test and monitor ML and LLM models
Evidently is an open-source framework for evaluating, testing and monitoring machine-learning and LLM models in production. It includes a self-hostable monitoring UI for tracking model quality over time.
Key features
- Data and model drift checks
- Self-hosted monitoring UI
- LLM evaluation
- Test suites
Strengths
- Released under the Apache-2.0 license
- First-class Docker support for quick deployment
- Mature project with 7.8k GitHub stars
- Written in Jupyter Notebook
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