README.md

metadata

language:
  - en
license:
  - cc-by-4.0
source_datasets:
  - spider
pretty_name: Spider Context Instruct
tags:
  - text-to-sql
  - SQL
  - Spider
  - fine-tune
dataset_info:
  features:
    - name: db_id
      dtype: string
    - name: text
      dtype: string

Dataset Card for Spider Context Instruct

Dataset Summary

Spider is a large-scale complex and cross-domain semantic parsing and text-to-SQL dataset annotated by 11 Yale students The goal of the Spider challenge is to develop natural language interfaces to cross-domain databases.

This dataset was created to finetune LLMs in a ### Instruction: and ### Response: format with database context.

Yale Lily Spider Leaderboards

The leaderboard can be seen at https://yale-lily.github.io/spider

Languages

The text in the dataset is in English.

Licensing Information

The spider dataset is licensed under the CC BY-SA 4.0

Citation

@article{yu2018spider,
  title={Spider: A large-scale human-labeled dataset for complex and cross-domain semantic parsing and text-to-sql task},
  author={Yu, Tao and Zhang, Rui and Yang, Kai and Yasunaga, Michihiro and Wang, Dongxu and Li, Zifan and Ma, James and Li, Irene and Yao, Qingning and Roman, Shanelle and others},
  journal={arXiv preprint arXiv:1809.08887},
  year={2018}
}