BenchLLM

BenchLLM Overview

BenchLLM is a powerful and flexible tool designed to run and evaluate models with simple CLI commands. It supports OpenAI, Langchain, and any other API out of the box. It allows users to define tests intuitively in JSON or YAML format, organize them into suites, automate evaluations in a CI/CD pipeline, generate insightful reports, and monitor model performance to detect regressions in production.

BenchLLM Highlights

• Powerful CLI: Run and evaluate models with simple and elegant CLI commands. Use the CLI as a testing tool for your CI/CD pipeline.
• Flexible API: BenchLLM supports OpenAI, Langchain, and any other API out of the box. Use multiple evaluation strategies and visualize insightful reports.
• Easy Evaluation: Define your tests intuitively in JSON or YAML format, organize them into suites, automate evaluations, generate reports, and monitor model performance.