BenchLLM - Evaluate AI Products
🚀 Unlock the power of AI evaluation with BenchLLM! 🤖 Easily test LLM models with automated, interactive, or custom strategies. Organize code, generate reports, & streamline CI/CD pipelines. Perfect for AI engineers looking to boost performance and predictability. #AI #BenchLLM
- BenchLLM is a tool to evaluate LLM-powered apps by building test suites and generating quality reports.
- Evaluation strategies in BenchLLM include automated, interactive, or custom approaches.
- BenchLLM allows organizing code, running agent tests, and evaluating models with ease.
- The tool provides a CLI for running and evaluating models, making it convenient for CI/CD pipelines.
- BenchLLM supports various APIs like OpenAI and Langchain, enabling flexible evaluations.
- Users can define tests intuitively in JSON or YAML formats and organize them into versioned suites.
- Automation features in BenchLLM help streamline evaluations in continuous integration and delivery pipelines.
- Evaluation reports can be generated and shared to monitor model performance and detect regressions.
- BenchLLM was built by AI engineers for AI engineers, aiming to balance power, flexibility, and predictability in AI products.
- The tool is maintained with care and openness, welcoming feedback, ideas, and contributions from users.