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Duplicate from walledai/SaladBench

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Co-authored-by: Prannaya Gupta <ThePyProgrammer@users.noreply.huggingface.co>

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README.md ADDED
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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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+
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+ Data: [SafeText Dataset](https://huggingface.co/datasets/OpenSafetyLab/Salad-Data)
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+
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+
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+ ## 📊 Statistical Overview of Base Question
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+
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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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+
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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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+
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+ ## License
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+
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+ - Licensed under [Apache License 2.0](https://www.apache.org/licenses/LICENSE-2.0)
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+
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+ ## 📝Citation
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+ If you use SaladBench in your research, please cite the paper:
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+
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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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