Datasets:
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e0dc2eb
0
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Duplicate from walledai/SaladBench
Browse filesCo-authored-by: Prannaya Gupta <ThePyProgrammer@users.noreply.huggingface.co>
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# Audio files - uncompressed
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# Audio files - compressed
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README.md
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---
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dataset_info:
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- config_name: mrq
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features:
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- name: question
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dtype: string
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- name: choices
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sequence: string
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- name: answers
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sequence: int64
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- name: categories
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sequence: string
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splits:
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- name: train
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num_bytes: 2196394
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num_examples: 3840
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download_size: 510955
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dataset_size: 2196394
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- config_name: prompts
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features:
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- name: prompt
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dtype: string
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- name: categories
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sequence: string
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- name: source
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dtype: string
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splits:
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- name: base
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num_bytes: 3992062
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num_examples: 21318
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- name: attackEnhanced
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num_bytes: 13632986
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num_examples: 5000
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- name: defenseEnhanced
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num_bytes: 61845
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num_examples: 200
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download_size: 4264443
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dataset_size: 17686893
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configs:
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- config_name: mrq
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data_files:
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- split: train
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path: mrq/train-*
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- config_name: prompts
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data_files:
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- split: base
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path: prompts/base-*
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- split: attackEnhanced
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path: prompts/attackEnhanced-*
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- split: defenseEnhanced
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path: prompts/defenseEnhanced-*
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license: apache-2.0
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language:
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- en
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tags:
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- Safety
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- AIGC
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- LLM Safety
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- Jailbreak
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- Question-Answer
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- Multiple Choice
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pretty_name: Salad
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size_categories:
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- 10K<n<100K
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task_categories:
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- text-classification
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- text-generation
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---
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# Dataset Card for SaladBench
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Paper: [SALAD-Bench: A Hierarchical and Comprehensive Safety Benchmark for Large Language Models](https://arxiv.org/abs/2402.05044)
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Data: [SafeText Dataset](https://huggingface.co/datasets/OpenSafetyLab/Salad-Data)
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## 📊 Statistical Overview of Base Question
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| Type | Data Source | Nums |
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|------------------|---------------------|-------|
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| **Self-instructed** | Finetuned GPT-3.5 | 15,433 |
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| **Open-Sourced** | HH-harmless | 4,184 |
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| | HH-red-team | 659 |
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| | Advbench | 359 |
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| | Multilingual | 230 |
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| | Do-Not-Answer | 189 |
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| | ToxicChat | 129 |
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| | Do Anything Now | 93 |
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| | GPTFuzzer | 42 |
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| **Total** | | 21,318 |
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You can refer to the [Paper](https://arxiv.org/abs/2402.05044), [Code](https://github.com/OpenSafetyLab/SALAD-BENCH), [Project Page](https://adwardlee.github.io/salad_bench) for more related information.
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## License
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- Licensed under [Apache License 2.0](https://www.apache.org/licenses/LICENSE-2.0)
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## 📝Citation
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If you use SaladBench in your research, please cite the paper:
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```bibtex
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@article{li2024salad,
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title={SALAD-Bench: A Hierarchical and Comprehensive Safety Benchmark for Large Language Models},
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author={Li, Lijun and Dong, Bowen and Wang, Ruohui and Hu, Xuhao and Zuo, Wangmeng and Lin, Dahua and Qiao, Yu and Shao, Jing},
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journal={arXiv preprint arXiv:2402.05044},
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year={2024}
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}
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```
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mrq/train-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:0419bfd0b4180ca45bebab81b0378a933cd6786ce80413b3cf696aeebf708a68
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size 510955
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prompts/attackEnhanced-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:2c38ca0633c0054a165537357bd3035b5b08fdd6027deb9a8ff747565534dccb
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size 3182063
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prompts/base-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:60b168f697f476e922fa17f08cd3584ae068cff7d8e59f8751ec82f5ed323033
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size 1065592
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prompts/defenseEnhanced-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:1f77b08120d264a83f54b8586909332b8350b3869fff2a2abb9c4ab82b101760
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size 16788
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