TruLens is a software tool that helps you to objectively measure the quality and effectiveness of your LLM-based applications using feedback functions. Feedback functions help to programmatically evaluate the quality of inputs, outputs, and intermediate results so that you can expedite and scale up experiment evaluation.
Where to use
TruLens is most effective in comparing different LLM apps on a metrics leaderboard to pick the best-performing one..
Features
– Provides model interpretability insights
– Supports various model architectures
– Easy integration with existing code
– Highlights important input features
– Facilitates debugging and optimization of models
– Platform-independent, versatile tool
Benefits
– Enhanced transparency and model understanding
-Improved model debugging and optimization
– Mitigated bias and fairness concerns
– Faster development and deployment
– Increased trust and adoption