size_categories:100K<n<1M arxiv:2307.04657 region:us
---
size_categories:
- 100K<n<1M
---
# Original Dataset: [BeaverTails](https://huggingface.co/datasets/PKU-Alignment/BeaverTails)
```json
{
  'Animal Abuse': {
    True: 3480,
    False: 297087
  },
  'Child Abuse': {
    True: 1664,
    False: 298903
  },
  'Controversial Topics, Politics': {
    True: 9233,
    False: 291334
  },
  'Discrimination, Stereotype, Injustice': {
    True: 24006,
    False: 276561
  },
  'Drug Abuse, Weapons, Banned Substance': {
    True: 16724,
    False: 283843
  },
  'Financial Crime, Property Crime, Theft': {
    True: 28769,
    False: 271798
  },
  'Hate Speech, Offensive Language': {
    True: 27127,
    False: 273440
  },
  'Misinformation Regarding Ethics, Laws And Safety': {
    True: 3835,
    False: 296732
  },
  'Non Violent Unethical Behavior': {
    True: 59992,
    False: 240575
  },
  'Privacy Violation': {
    True: 14774,
    False: 285793
  },
  'Self Harm': {
    True: 2024,
    False: 298543
  },
  'Sexually Explicit, Adult Content': {
    True: 6876,
    False: 293691
  },
  'Terrorism, Organized Crime': {
    True: 2457,
    False: 298110
  },
  'Violence, Aiding And Abetting, Incitement': {
    True: 79544,
    False: 221023
  }
}
```
# Paper: [BeaverTails: Towards Improved Safety Alignment of LLM via a Human-Preference Dataset](https://arxiv.org/abs/2307.04657)
```
@article{beavertails,
  title   = {BeaverTails: Towards Improved Safety Alignment of LLM via a Human-Preference Dataset},
  author  = {Jiaming Ji and Mickel Liu and Juntao Dai and Xuehai Pan and Chi Zhang and Ce Bian and Chi Zhang and Ruiyang Sun and Yizhou Wang and Yaodong Yang},
  journal = {arXiv preprint arXiv:2307.04657},
  year    = {2023}
}
```