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try-before-you-bias

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Running on T4

The Try Before you Bias (TBYB) app is a great addition to the HuggingFace community due to its synergy with Text-to-image models that are hosted on the site. It is a practical implementation of our research presented in the preprint available on ArXiv https://arxiv.org/abs/2312.13053. TBYB allows users to query biases and conduct fairness and reliability checks prior to deploying models in applications that may be harmed by unfair biases. Furthermore, TBYB allows users to form an understanding of more general biases in their models to understand what (if any) objects are more biased than others. A video series with demonstrations of how to use the app is available on YouTube via: https://www.youtube.com/channel/UCk-0xyUyT0MSd_hkp4jQt1Q.