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Research POC on the mitigation of bias in large language models (FLAN-T5 and Bloomz) through fine-tuning.
Crosslingual Generalization through Multitask Finetuning
A face database with a large number of high-quality attribute annotations
Climate science package for Julia
This is an open-source tool to assess and improve the trustworthiness of AI systems.
使用qlora对中文大语言模型进行微调,包含ChatGLM、Chinese-LLaMA-Alpaca、BELLE
Oracle Guardian AI Open Source Project is a library consisting of tools to assess fairness/bias and privacy of machine learning models and data sets.
Multi-Calibration & Multi-Accuracy Boosting for R
Official code of "Discover and Mitigate Unknown Biases with Debiasing Alternate Networks" (ECCV 2022)
Examples of unfairness detection for a classification-based credit model
Demographic Bias of Vision-Language Foundation Models in Medical Imaging