BenchLLM

BenchLLM

Evaluate AI Products with BenchLLM

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BenchLLM is an AI tool designed for AI engineers to evaluate LLM-powered apps by running and evaluating models with a powerful CLI. It allows users to build test suites, choose evaluation strategies, and generate quality reports. The tool supports OpenAI, Langchain, and other APIs out of the box, offering automation, visualization of reports, and monitoring of model performance.

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Features

Advantages

  • Powerful CLI for running and evaluating models
  • Support for multiple APIs and evaluation strategies
  • Intuitive test definition in JSON or YAML format
  • Automation of evaluations for efficiency
  • Monitoring of model performance and regression detection

Disadvantages

  • May require some learning curve for new users
  • Limited support for certain specific use cases
  • Complexity in setting up custom evaluation strategies

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