datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
scugnizz-multistep-2000multi-step-moral-dilemmas
[!NOTE]
This is a copy from: https://isir-wuya.github.io/Multi-step-Moral-Dilemmas/
Paper:
@misc{wu2025staircaseethicsprobingllm,
title={The Staircase of Ethics: Probing LLM Value Priorities through Multi-Step Induction to Complex Moral Dilemmas},
author={Ya Wu and Qiang Sheng and Danding Wang and Guang Yang and Yifan Sun and Zhengjia Wang and Yuyan Bu and Juan Cao},
year={2025},
eprint={2505.18154},
archivePrefix={arXiv},
primaryClass={cs.CL}… See the full description on the dataset page: https://huggingface.co/datasets/DebateLabKIT/multi-step-moral-dilemmas.nexus-multistep
NEXUS-Multistep
A 120-session multi-turn benchmark for runtime safety monitors that need to reason about cross-turn state. Every session contains 2–4 turns, each with its own structured plan, and is annotated with a critical_turn_idx — the turn at which the cumulative session becomes unsafe.
The benchmark exposes a precise capability: a monitor that scores each plan in isolation will miss the critical turn, while one with session memory can catch it.
Setting
Headline… See the full description on the dataset page: https://huggingface.co/datasets/EliasHossain/nexus-multistep.humanoid-multi-step-task-instructions
Humanoid Multi-Step Task Instructions
A structured dataset containing multi-step task instructions for humanoid robots.
Use Cases
Task planning
Autonomous execution
Robotics simulation
clinical_multi_step_diagnostic_reasoning_v1han-multi-step-domestic-workflows-v1
Multi-Step Domestic Workflows
Overview
A structured dataset containing
multi-step domestic workflows executed
by humanoid robots.
Each entry represents a complete
sequence from preparation to completion.
Data Fields
workflow_name
ordered_steps
required_tools
final_status
Intended Use
Sequential modeling
Workflow optimization
Task decomposition research
License
MIT
Multistepreasoningdecisionmaking
Reasoning Decision-Making Dataset
This dataset is designed to support training and evaluation of text generation models focused on reasoning, analysis, and decision-making tasks.
Dataset Structure
Each sample consists of two fields:
instruction: A prompt requiring reasoning, analysis, or decision-making
output: A structured and logical response to the instruction
Intended Use
This dataset is suitable for:
Instruction-following models
Reasoning and planning… See the full description on the dataset page: https://huggingface.co/datasets/yugi5/Multistepreasoningdecisionmaking.Coding_MultiStep_Reasoning_Dataset
Dataset Card for Coding_MultiStep_Reasoning_Dataset
Coding Multi-Step Reasoning QA Dataset
Dataset Details
Dataset Description
Coding Multi-Step Reasoning QA Dataset
Coding Question Q/A pairs that require 3-5 logical steps to solve, with explicit reasoning shown.
Goal with this set is to help training smaller models to "think" better.
multi_step_quantitative_reasoning_v1advanced_clinical_multistep_reasoning_dataset_v6medmath_multistep_clinical_reasoning_v14