Fiddler AI

Overview

Fiddler Auditor is a Python library for evaluating language models. It provides automated testing and validation of model performance, safety, and behavior.

Best for

Best for
Developers needing a lightweight, open-source tool to automate LLM evaluation in their workflow.

Use cases

• Automate evaluation of LLM outputs for accuracy and safety
• Run regression tests on model behavior after updates
• Integrate model evaluation into CI/CD pipelines

Notes

Fiddler Auditor is a Python library for evaluating language models. It provides automated testing and validation of model performance, safety, and behavior.

191 stars on GitHub. Last updated 2024-03-11.

Use cases

• Automate evaluation of LLM outputs for accuracy and safety
• Run regression tests on model behavior after updates
• Integrate model evaluation into CI/CD pipelines

Pros

• Open source with a focused scope on LLM evaluation
• Simple Python API for quick integration
• Community-driven with active development

Cons

• Limited to evaluation, not a full observability platform
• Smaller community compared to larger frameworks
• May lack advanced features for production monitoring

Indexed from awesome-llmops and enriched against its public facts.