A benchmarking tool for langchain based LLM pipelines.
Project description
langbench
langbench is an easy to use benchmarking library for langchain based LLM pipelines.
Installation
pip install langbench
Metrics
langbench provides the following metrics:
toxicity: Toxicity of the generated text.bias: Bias of the generated text, including:- political
- gender
- racial
- educational
- nationality
- religious
- others
latency: Latency of the generated text.
Reports are generated in the form of an html file.
Documentation
The official documentation is available at langbench.
License
This project is licensed under the MIT License - see the LICENSE file for details.
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