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Record · corpus.blog/posts/01a0d82f-d8bf-7256-af22-c6b4b1a0a704

Top 10 Open Datasets for LLM Safety, Toxicity & Bias Evaluation

promptfoo.dev · published 6 October 2025 · 14 min read

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Link
Host
https://www.kaggle.com/competitions/jigsaw-toxic-comment-classification-challenge/
kaggle.com
https://www.perspectiveapi.com
perspectiveapi.com
https://huggingface.co/datasets/google/jigsaw_toxicity_pred
huggingface.co
https://arxiv.org/abs/2009.11462
arxiv.org
https://huggingface.co/datasets/allenai/real-toxicity-prompts
huggingface.co
https://github.com/allenai/real-toxicity-prompts
github.com
https://arxiv.org/abs/2203.09509
arxiv.org
https://github.com/microsoft/TOXIGEN
github.com
https://huggingface.co/datasets/toxigen/toxigen-data
huggingface.co
https://arxiv.org/abs/2010.00133
arxiv.org
https://github.com/nyu-mll/crows-pairs
github.com
https://huggingface.co/datasets/nyu-mll/crows_pairs
huggingface.co
https://arxiv.org/abs/2004.09456
arxiv.org
https://huggingface.co/datasets/McGill-NLP/stereoset
huggingface.co
https://github.com/facebookresearch/ResponsibleNLP
github.com
https://huggingface.co/datasets/fairnlp/holistic-bias
huggingface.co
https://github.com/sylinrl/TruthfulQA
github.com
https://huggingface.co/datasets/truthfulqa/truthful_qa
huggingface.co
https://arxiv.org/abs/2204.05862
arxiv.org
https://github.com/anthropics/hh-rlhf
github.com
https://huggingface.co/datasets/Anthropic/hh-rlhf
huggingface.co
https://arxiv.org/abs/2209.07858
arxiv.org
https://arxiv.org/abs/2212.08073?ref=bounded-regret.ghost.io
arxiv.org
https://arxiv.org/abs/2205.12688
arxiv.org
https://huggingface.co/datasets/allenai/prosocial-dialog
huggingface.co
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A post on promptfoo.dev, published 6 October 2025, has not been cited by any blog yet (corpus.blog, measured 8 October 2026).