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msa-text2sql (spider)

This repo contains baseline Text-to-SQL inference scripts for the SPIDER dataset.

Data

SPIDER is stored outside the repo (Google Drive or local). See data/README.md.

Baselines (order)

B) cssupport/t5-small-awesome-text-to-sql
C) suriya7/t5-base-text-to-sql
A) tscholak/1zha5ono

Quick start (Colab or local)

Install: pip install -r requirements.txt

Run one model: python baselines/infer_text2sql.py
--model cssupport/t5-small-awesome-text-to-sql
--spider_dir /path/to/spider
--split dev
--n 100
--out outputs/preds_B.jsonl

About

πŸ‚ Text-to-SQL with multi-step agent reasoning on the SPIDER dataset β€” CS175 NLP project @ UCI

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