OpenCompass

🧭 Navigate the world of large language models with OpenCompass! 🌐 This AI tool offers objective ratings, evaluation datasets, and diverse evaluation methods for over 100 language models and 50 multimodal models. Dive into the open-source community and join the model challenge today! 🚀 #AI

  • CompassHub is an open platform for sharing and publishing evaluation datasets and leaderboards within the community.
  • CompassRank provides objective scores and rankings for top-tier large language models and multimodal models.
  • OpenCompass performs in-depth evaluations of large language models across eight key capabilities and 29 core tasks using over 100 evaluation datasets.
  • The evaluation toolkit, CompassKit, offers a rich set of evaluation datasets and model templates for model evaluation.
  • Over 100 major language models and over 50 multimodal models have joined the evaluation on CompassRank.
  • Evaluation on OpenCompass includes various methods such as zero-shot, few-shot, and chain-of-thought evaluations across 40+ HuggingFace and API models.
  • The OpenCompass platform supports efficient distributed evaluation of models with hundreds of billions of parameters.
  • OpenCompass emphasizes open-source, reproducibility, rich model support, distributed evaluation, and diverse evaluation methods.
  • The OpenCompass Partner Program allows datasets to become part of official leaderboards or specialized leaderboards recognized in specific industries.
  • Individuals and organizations can contribute datasets to CompassHub and participate in the model challenge on CompassRank.