Lots-of-LoRAs/task388_torque_token_classification

该数据集名为Natural Instructions，任务名称为task388_torque_token_classification。数据集包含1813个训练样本、227个验证样本和227个测试样本。数据集的特征包括输入、输出和ID，均为字符串类型。数据集的任务类别为文本生成，语言为英语，许可证为Apache-2.0。数据集的相关论文和联系信息也在README中提供。

The dataset is named Natural Instructions, with the task name task388_torque_token_classification. It contains 1813 training examples, 227 validation examples, and 227 test examples. The features of the dataset include input, output, and ID, all of which are of string type. The task category of the dataset is text generation, the language is English, and the license is Apache-2.0. Related papers and contact information are also provided in the README.

原始信息汇总

数据集概述

基本信息

• 数据集名称: task388_torque_token_classification
• 数据集别名: Natural Instructions
• 任务类别: 文本生成
• 语言: 英语
• 许可证: Apache 2.0
• 数据创建者: 众包
• 标注创建者: 众包

数据集结构

• 配置名称: plain_text
• 特征:
  • input: 字符串类型
  • output: 字符串类型
  • id: 字符串类型

数据分割

• 训练集: 1813个样本
• 验证集: 227个样本
• 测试集: 227个样本

引用信息

• 主要论文: bibtex @misc{wang2022supernaturalinstructionsgeneralizationdeclarativeinstructions, title={Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks}, author={Yizhong Wang and Swaroop Mishra and Pegah Alipoormolabashi and Yeganeh Kordi and Amirreza Mirzaei and Anjana Arunkumar and Arjun Ashok and Arut Selvan Dhanasekaran and Atharva Naik and David Stap and Eshaan Pathak and Giannis Karamanolakis and Haizhi Gary Lai and Ishan Purohit and Ishani Mondal and Jacob Anderson and Kirby Kuznia and Krima Doshi and Maitreya Patel and Kuntal Kumar Pal and Mehrad Moradshahi and Mihir Parmar and Mirali Purohit and Neeraj Varshney and Phani Rohitha Kaza and Pulkit Verma and Ravsehaj Singh Puri and Rushang Karia and Shailaja Keyur Sampat and Savan Doshi and Siddhartha Mishra and Sujan Reddy and Sumanta Patro and Tanay Dixit and Xudong Shen and Chitta Baral and Yejin Choi and Noah A. Smith and Hannaneh Hajishirzi and Daniel Khashabi}, year={2022}, eprint={2204.07705}, archivePrefix={arXiv}, primaryClass={cs.CL}, url={https://arxiv.org/abs/2204.07705}, }

• 补充论文: bibtex @misc{brüelgabrielsson2024compressserveservingthousands, title={Compress then Serve: Serving Thousands of LoRA Adapters with Little Overhead}, author={Rickard Brüel-Gabrielsson and Jiacheng Zhu and Onkar Bhardwaj and Leshem Choshen and Kristjan Greenewald and Mikhail Yurochkin and Justin Solomon}, year={2024}, eprint={2407.00066}, archivePrefix={arXiv}, primaryClass={cs.DC}, url={https://arxiv.org/abs/2407.00066}, }

联系信息

• 联系人: Rickard Brüel Gabrielsson
• 邮箱: [e-mail]