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This is the source code accompanying the NeurIPS'24 spotlight [***HaloScope: Harnessing Unlabeled LLM Generations for Hallucination Detection***](https://arxiv.org/abs/2409.17504) by Xuefeng Du, Chaowei Xiao, and Yixuan Li This is the source code accompanying the NeurIPS'24 spotlight [***HaloScope: Harnessing Unlabeled LLM Generations for Hallucination Detection***](https://arxiv.org/abs/2409.17504) by Xuefeng Du, Chaowei Xiao, and Yixuan Li
## Ads
Checkout our ICML'23 work [SCONE](https://proceedings.mlr.press/v202/bai23a/bai23a.pdf), ICLR'24 work [SAL](https://openreview.net/forum?id=jlEjB8MVGa) and a recent [preprint](https://arxiv.org/abs/2410.00296v1) on leveraging unlabeled data for OOD detection and VLM harmful prompt detection and if you are interested!
## Requirements ## Requirements
``` ```
conda install -f env.yml conda install -f env.yml