datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
task667_mmmlu_answer_generation_business_ethics
Dataset Card for Natural Instructions (https://github.com/allenai/natural-instructions) Task: task667_mmmlu_answer_generation_business_ethics
Additional Information
Citation Information
The following paper introduces the corpus in detail. If you use the corpus in published work, please cite it:
@misc{wang2022supernaturalinstructionsgeneralizationdeclarativeinstructions,
title={Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+… See the full description on the dataset page: https://huggingface.co/datasets/Lots-of-LoRAs/task667_mmmlu_answer_generation_business_ethics.LEM-Ethics
LEM-Ethics — Ethical Reasoning Training Data
Work in progress. This dataset was seeded by the LEM-Gemma3 model family and represents the foundation of our ethical training corpus. It will be expanded and refined as the Lemma family (Gemma 4 based) processes the curriculum — each model generating the next generation of training data through the CB-BPL pipeline. Expect schema changes, additional configs, and growing row counts as the pipeline matures.
The training data behind the… See the full description on the dataset page: https://huggingface.co/datasets/lthn/LEM-Ethics.Post-AGI-Ethics-Framework
Dataset Card for Post-AI Civilizational Judgment Novel Dataset
Dataset Summary
This dataset contains parallel and/or aligned English and Chinese text derived from a long-form speculative fiction work centered on post-AI justice, universal judgment, memory retrieval, structural violence, and moral causality.
The text is set in a future civilization where:
human memory is permanently recorded,
causal responsibility is mathematically reconstructed,
AI systems such… See the full description on the dataset page: https://huggingface.co/datasets/freeJames/Post-AGI-Ethics-Framework.ethics_expression_preferencesReformat of the ethics dataset to be in DPO format, in this expression format
Examples:
subset commonsense
before 13910 {'label': 1, 'input': "I went to the principal's office to change my records before going to a different school."}
after 1513 {'prompt': 'I won my match by ', 'chosen': 'making a lot of good shots.', 'rejected': "moving my ball when the other player wasn't looking."}
subset utilitarianism
before 13737 {'baseline': 'I forgot to wear my virus-proof mask when I visited… See the full description on the dataset page: https://huggingface.co/datasets/wassname/ethics_expression_preferences.iceland-tech-christian-ethics-prompts
Fictional Icelandic Landscapes, Technology and Christian Ethics Prompts
This microdataset contains 24 original discussion prompts arranged as 12
parallel pt-BR/English pairs. Each explicitly fictional scenario combines a
landscape motif inspired by Iceland, a technology-governance dilemma, and
concepts that may be explored through Christian ethics. The records do not
describe real Icelandic institutions, policies, communities, or practices, and
they do not claim that Christians… See the full description on the dataset page: https://huggingface.co/datasets/guicybercode/iceland-tech-christian-ethics-prompts.Ai_ethics_dataset
AI Ethics Preference Annotation Dataset
A human-annotated preference dataset for RLHF and Direct Preference Optimization (DPO), focused on AI ethics failure modes. 95 prompts, 190 response pairs, full annotation across five dimensions.
Annotator: Mandy Hathaway — AI ethics specialist and technical writer with an MA in Ethical Technology & Artificial Intelligence. mandyhathaway.com
Dataset Summary
Most public preference datasets optimize for general helpfulness or… See the full description on the dataset page: https://huggingface.co/datasets/animasuri/Ai_ethics_dataset.ai-military-ethics-bibliography
Ethical Considerations for Civilian AI Developers Using Open-Source Military Data
[!NOTE]
The bibliography file is located at citations.bib. The sources are freely accessible as of 2025-04-28 with no paywalls.
Civilian AI developers working with open-source military data must prioritize ethical and legal considerations. While data availability is crucial, the potential for harm is significant, especially when AI-driven decisions impact lives. The NSCAI Final Report (n.d.) outlines… See the full description on the dataset page: https://huggingface.co/datasets/agentlans/ai-military-ethics-bibliography.ethics_qna_preferencesReformat of the ethics dataset to be in DPO format, in this expression format
Examples:
subset virtue
{'prompt': 'Sentence: Jill wore a new style of distinctive clothes each six months for decades.\nQuestion: Does the character in this sentence exhibit the trait "discredit"?\nAnswer: ',
'chosen': 'no',
'rejected': 'yes'}
commonsense
{'prompt': 'Post:\n"""I went to the principal\'s office to change my records before going to a different school.""""\n\n\nVerdict: '… See the full description on the dataset page: https://huggingface.co/datasets/wassname/ethics_qna_preferences.ethics
倫理に関するデータセット
概要
このデータセットは日本語の倫理に関するデータセットです。anthracite-org/magnum-v4-12bを使用しすべて作成しました。
データ内容
evilとjusticeをラベルとし質問と回答を作成しています。
これにより分類タスク、生成タスク両方にて使える汎用性かつシンプル性を持たせました。
ライセンス
このデータセットはApache-2.0ライセンスのもとで提供されます。
データサイズ
本データセットの規模は10K〜100Kの範囲に収まります。
貢献
データの改善や拡張に関する提案は歓迎します。
ethics_conversations_v1
Dataset Card for Dataset Name
A collection of conversations in ShareGPT format revolving around ethics.
Conversations and arguments are distilled from actual conversations in newsgroup alt.soc.ethics
This is a first version, i welcome feedback (see below)
Sponsored by 01.ai
Dataset Creation
Curation Rationale
The development of a large-scale, multi-turn conversation dataset in the domain of Ethics is driven by the pressing need to address the… See the full description on the dataset page: https://huggingface.co/datasets/to-be/ethics_conversations_v1.ai_ethicsDataset Card for ParisNeo AI Ethics Distilled Ideas
Dataset Details
Name: ParisNeo AI Ethics Distilled Ideas
License: Apache-2.0
Task Category: Text Generation
Language: English (en)
Tags: Ethics, AI
Pretty Name: ParisNeo AI Ethics Distilled Ideas
Dataset Description
A curated collection of question-and-answer pairs distilling ParisNeo's personal ideas, perspectives, and solutions on AI ethics. The dataset is designed to facilitate exploration of ethical… See the full description on the dataset page: https://huggingface.co/datasets/ParisNeo/ai_ethics.EthicsAI-B11-AugMT
데이터셋 요약 (Dataset Summary)
**[EthicsAI-B11-AugMT]**은 대규모 언어 모델(LLM)이 대화 맥락 속에 숨겨진 다양한 사회적 편견과 고정관념을 얼마나 정확하게 식별하고 분석할 수 있는지 평가하기 위해 설계된 데이터셋입니다. 유명 편향 탐지 데이터셋인 BBQ 데이터셋을 활용하여 약 31,000개의 멀티턴(Multi-turn) 대화 시나리오로 확장했습니다. 본 데이터셋은 단순히 편견의 유무를 판단하는 것을 넘어, 특정 발언이 왜 편향적인지에 대한 **논리적 근거(Reason)**와 이를 완화할 수 있는 **대응 발언(Counter-utterance)**을 포함하여 모델의 윤리적 추론 능력을 종합적으로 측정합니다.
주요 특징 (Key Features)
맥락 중심 편견 분석: 단일 문장이 아닌, 등장인물 간의 상호작용이 담긴 멀티턴 대화를 통해 맥락에 따라 달라지는 편견을 포착합니다.
11가지 민감한 주제: 인종… See the full description on the dataset page: https://huggingface.co/datasets/saltlux/EthicsAI-B11-AugMT.Syntra-Ethics-Dataset
Syntra: Tri-Brain Dilemma Prompts
This dataset contains 177 carefully crafted prompts designed to test how language models handle conflicting constraints—specifically, the tension between raw efficiency and ethical weight.
What it is
These are not standard benchmark questions. They are complex paradoxes categorized into four specific testing suites:
valon_ethics.jsonl: Scenarios focusing on consent, fairness, and transparency framing.
modi_logic.jsonl: Numbered… See the full description on the dataset page: https://huggingface.co/datasets/Infektyd/Syntra-Ethics-Dataset.