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.