遇见数据集

tanmaylaud/scidcc-instructions

收藏
Hugging Face2023-09-10 更新2024-03-04 收录
官方服务:

资源简介:

--- license: openrail task_categories: - conversational - summarization - question-answering language: - en tags: - climate - instruction pretty_name: scidcc-instr size_categories: - 1K<n<10K source_datasets: - scidcc --- ### Dataset Summary Instruction-Response pairs generated using the SciDCC Climate Dataset from [Climabench](https://huggingface.co/datasets/iceberg-nlp/climabench) ### Format ``` ### Instruction: Present a fitting title for the provided text. For those who study earthquakes, one major challenge has been trying to understand all the physics of a fault -- both during an earthquake and at times of "rest" -- in order to know more about how a particular region may behave in the future. Now, researchers at the California Institute of Technology (Caltech) have developed the first computer model of an earthquake-producing fault segment that reproduces, in a single physical framework, the available observations of both the fault's seismic (fast) and aseismic (slow) behavior. ### Response: Greater insight into earthquake cycles ``` #### 4 distinct instruction-response pairs per scidcc article. (Refer to columns instruction1, instruction2, instruction3, instruction4)

许可证:OpenRail 任务类别: - 对话式任务 - 摘要生成任务 - 问答任务 语言: - 英语 标签: - 气候 - 指令 展示名称:scidcc-instr 规模类别: - 1000 < 样本量 < 10000 源数据集: - scidcc --- ### 数据集概览 本数据集采用源自[Climabench](https://huggingface.co/datasets/iceberg-nlp/climabench)的SciDCC气候数据集,生成了多组指令-响应对。 ### 数据格式 ### 指令: 为给定文本撰写一个合适的标题。 对于地震研究人员而言,理解断层的全部物理特性始终是一项核心挑战——无论是地震发生期间还是“静止”时段——以便更深入地了解特定区域未来的地震活动规律。如今,加州理工学院(Caltech)的研究人员已开发出首个可模拟产震断层段的计算机模型,该模型能够在单一物理框架下复现该断层已知的地震(快速)与非地震(缓慢)两种活动观测结果。 ### 响应: 深化对地震周期的认知 #### 每篇scidcc文章对应4组独立的指令-响应对(请参考instruction1、instruction2、instruction3、instruction4列)

提供机构:
tanmaylaud
原始信息汇总

数据集概述

数据集简介

该数据集包含使用SciDCC气候数据集生成的指令-响应对,源自Climabench。

数据格式

数据集中的每个条目包含一个指令和一个响应,示例如下:

Instruction:

Present a fitting title for the provided text. For those who study earthquakes, one major challenge has been trying to understand all the physics of a fault -- both during an earthquake and at times of "rest" -- in order to know more about how a particular region may behave in the future. Now, researchers at the California Institute of Technology (Caltech) have developed the first computer model of an earthquake-producing fault segment that reproduces, in a single physical framework, the available observations of both the faults seismic (fast) and aseismic (slow) behavior.

Response:

Greater insight into earthquake cycles

数据结构

每个SciDCC文章包含4个不同的指令-响应对,对应于列instruction1, instruction2, instruction3, instruction4。

搜集汇总
数据集介绍
tanmaylaud/scidcc-instructions 数据集图片
背景与挑战
背景概述
该数据集是基于 SciDCC Climate Dataset 构建的指令微调数据集,专门用于气候相关文本的总结和问答任务。它包含 11,539 条英文文本,每篇文章提供 4 个不同的指令-响应对,覆盖标题生成、摘要提炼、文章撰写和气候分类等多种任务,旨在帮助模型理解和处理气候科学信息。
以上内容由遇见数据集搜集并总结生成
二维码
社区交流群
二维码
科研交流群
商业服务