LLM evaluation | promptfoo

LLM evaluation | promptfoo

🚀 Meet promptfoo: The ultimate AI tool for evaluating LLM prompt quality and testing. 📊 It helps refine prompts, measure quality, and compare results effortlessly. With built-in/custom metrics & a user-friendly interface, optimizing LLMs has never been easier! #AI #LLM #promptfoo

  • promptfoo is a tool to iterate on LLMs quickly.
  • It helps measure LLM quality and detect regressions.
  • Users can create a test dataset with representative inputs to fine-tune prompts objectively.
  • Evaluation metrics can be set up using built-in or custom metrics.
  • Users can compare prompts and model outputs easily.
  • promptfoo is used by LLM apps with over 10 million users.
  • It offers a web viewer and command-line interface.
  • Documentation, guides, running benchmarks, and evaluations like factuality and RAGs are available.
  • Community support is provided through GitHub and Discord.