BenchLLM

Benchllm is a comprehensive and user-friendly tool for evaluating large language models (LLMs) and AI applications. It simplifies the evaluation process, allowing you to run and assess models effortlessly with simple command-line commands.

Highlights:

• Effortless Evaluation: Define intuitive tests in JSON or YAML format, organize them into suites, and automate evaluations for seamless testing.
• Flexible & Powerful: Supports popular APIs like OpenAI and LangChain, enabling you to integrate with various AI tools and services.
• Insightful Reporting: Generate detailed reports and visualizations to monitor model performance and identify potential regressions.

Key Features:

• CLI Integration: Streamline your workflow by running and evaluating models directly from the command line.
• Customizable Testing: Design your evaluation strategies using automated, interactive, or custom approaches to suit your specific needs.
• CI/CD Integration: Automate evaluations within your continuous integration and continuous delivery pipelines for efficient testing.