BenchLLM - The best way to evaluate LLM-powered apps

BenchLLM The best way to evaluate LLM-powered apps

What is BenchLLM?

BenchLLM is a comprehensive evaluation tool designed specifically for applications powered by Large Language Models (LLMs). It provides a robust framework for developers to rigorously test and analyze the performance of their LLM-based code.

With BenchLLM, users can create and manage test suites, generate detailed quality reports, and leverage a variety of evaluation strategies, including automated, interactive, and custom approaches. This ensures thorough assessment and helps identify areas for improvement in LLM applications.

Features

Test Suites: Build comprehensive test suites for your LLM models.
Quality Reports: Generate detailed reports to analyze model performance.
Automated Evaluation: Utilize automated evaluation strategies.
Interactive Evaluation: Conduct interactive evaluations.
Custom Evaluation: Implement custom evaluation strategies.
Powerful CLI: Run and evaluate models with simple CLI commands.
Flexible API: Test code on the fly and integrate with various APIs (OpenAI, Langchain, etc.).
Test Organization: Organize tests into versioned suites.
CI/CD Integration: Automate evaluations within a CI/CD pipeline.
Performance Monitoring: Track model performance and detect regressions.