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RealMati/t2sql_v6_structured

sourceHugging Faceupdated 8mo agoView on Hugging Face

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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