| 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 | |