mine-safety
msha-mine-safety-violations-by-operator
MSHA Mine Safety Violations by Operator
Canonical version: The authoritative, most current version of this dataset lives at https://fastdol.com/datasets/msha-mine-safety-violations-by-operator. This Hugging Face copy is a mirror; refer to the canonical page for the latest data and documentation.
Mine safety enforcement records from the U.S. Mine Safety and Health Administration (MSHA), aggregated to the operator/contractor level. Every entity cited in MSHA's enforcement… See the full description on the dataset page: https://huggingface.co/datasets/FastDOLz/msha-mine-safety-violations-by-operator.MineSafety-QA-Dataset
矿山安全领域 QA 数据集
基于中国矿山安全法规构建的问答对数据集，用于 QLoRA 领域微调。
数据来源
《煤矿安全规程》（2025）
《金属非金属矿山安全规程》（2020）
数据规模
原始生成：7874 条
AI 质量评估过滤后：7265 条
数据格式
Alpaca 格式，包含 <think> 推理链：
{
"instruction": "问题",
"input": "",
"output": "<think>\n推理过程...\n</think>\n\n正式回答...",
"system": "你是一位精通中国矿山安全法律法规的资深专家..."
}
构建流程
PDF 规程文档经 MinerU 转为 Markdown
Easy Dataset 自动分块、提取问题、生成答案（DeepSeek-R1-0528-Qwen3-8B）
AI 自动评分（满分 5 分），过滤 3.5 分以下的低质量 QA 对… See the full description on the dataset page: https://huggingface.co/datasets/FateDefier/MineSafety-QA-Dataset.