AutoArena
Overview of AutoArena
AutoArena is an open-source tool designed to automate the evaluation of Large Language Models (LLMs), Retrieval-Augmented Generation (RAG) systems, and other generative AI applications. It leverages head-to-head judgement using judge models to provide trustworthy results. Evaluate your generative AI system in CI. Set up automations in your source code repository to block bad prompt changes, preprocessing or postprocessing updates, or RAG system updates. Learn how the latest version of your system stacks up against previous versions of your system. Integrate via a GitHub bot that comments on your pull requests.It supports integration with various judge models from OpenAI, Anthropic, Cohere, Google, and others, as well as open-weight models running via Ollama locally. With AutoArena, you can reduce evaluation bias, save time and money on evaluations, and fine-tune judge models for more accurate, domain-specific assessments. Install locally with pip install autoarena.
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