---
pipeline_tag: text-generation
library_name: transformers
tags:
- t5
- text2text-generation
- sql
- text-to-sql
- wikisql
---

# T2SQL V6 Structured - Text to SQL

Fine-tuned T5 model that converts natural language questions to SQL queries.

## Usage

```python
from transformers import pipeline

pipe = pipeline("text2text-generation", model="RealMati/t2sql_v6_structured")
result = pipe("translate to SQL: list all users older than 18 | schema: users(id, name, age, email)")
print(result[0]["generated_text"])
```

## Training

- **Base model:** T5-base
- **Dataset:** WikiSQL (56k train / 8k val / 15k test)
- **Task:** Natural language to structured SQL output