Lots-of-LoRAs/task679_hope_edi_english_text_classification
收藏资源简介：
该数据集名为task679_hope_edi_english_text_classification，属于文本生成任务类别。数据集包含训练、验证和测试三个分割，分别有3069、384和384个样本。每个样本包含输入、输出和ID三个特征。数据集的主页和相关论文提供了更多详细信息。
This dataset is crowdsourced, using English, with an Apache 2.0 license, and belongs to the text generation task category. The dataset includes three parts: input, output, and ID, all of which are string types. The dataset is divided into training, validation, and test sets, containing 3069, 384, and 384 samples respectively.
数据集概述
基本信息
- 数据集名称: task679_hope_edi_english_text_classification
- 任务类别: 文本生成
- 语言: 英语
- 许可证: Apache 2.0
- 标注创建者: 众包
- 语言创建者: 众包
数据集结构
- 配置名称: plain_text
- 特征:
- 输入: 字符串
- 输出: 字符串
- ID: 字符串
- 数据分割:
- 训练集: 3069个样本
- 验证集: 384个样本
- 测试集: 384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}, }
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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: brg@mit.edu
