opencompass
OpenCompass is a comprehensive platform for assessing large language models, featuring advanced algorithms and a user-friendly interface. It supports 20+ HuggingFace and API models, evaluating over 70 datasets with about 400,000 questions. The platform is proficient in distributed evaluations, providing billion-scale assessments within hours, and supports various paradigms including zero-shot and few-shot learning. OpenCompass is modular and easily extendable, accommodating new models and datasets. It also allows for API and accelerated evaluations with different backends, contributing to a fair, open, and reproducible benchmarking ecosystem with its tools like CompassKit, CompassHub, and CompassRank.
