This is the Linux app named OpenCompass whose latest release can be downloaded as OpenCompassv0.1.6sourcecode.zip. It can be run online in the free hosting provider OnWorks for workstations.
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OpenCompass
DESCRIPTION
Just like a compass guides us on our journey, OpenCompass will guide you through the complex landscape of evaluating large language models. With its powerful algorithms and intuitive interface, OpenCompass makes it easy to assess the quality and effectiveness of your NLP models. OpenCompass is a one-stop platform for large model evaluation, aiming to provide a fair, open, and reproducible benchmark for large model evaluation. Pre-support for 20+ HuggingFace and API models, a model evaluation scheme of 50+ datasets with about 300,000 questions, comprehensively evaluating the capabilities of the models in five dimensions. One line command to implement task division and distributed evaluation, completing the full evaluation of billion-scale models in just a few hours. Support for zero-shot, few-shot, and chain-of-thought evaluations, combined with standard or dialogue type prompt templates, to easily stimulate the maximum performance of various models.
Features
- Comprehensive support for models and datasets
- Efficient distributed evaluation
- Diversified evaluation paradigms
- Modular design with high extensibility
- Experiment management and reporting mechanism
- One line command to implement task division and distributed evaluation, completing the full evaluation of billion-scale models in just a few hours
Programming Language
Python
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/opencompass.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
