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README.md
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* Set temperature 0.1–0.3 for deterministic SQL.
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* Use a system prompt to anchor behavior.
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## Prompting tips (Text-to-SQL)
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Use clear instructions. Give schema if you have it. Ask for SQL only.
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**With schema**
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```
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You are a Text-to-SQL generator. Return only SQL.
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Schema:
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tables: employees(emp_id, name, dept_id, salary, hired_at)
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departments(dept_id, name)
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Task:
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Average salary by department for year 2024. Use ANSI SQL.
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```
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**Without schema**
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```
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You are a Text-to-SQL generator. Return only SQL.
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If schema missing, assume a minimal reasonable schema.
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Task:
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Top 5 products by revenue in Q2 2024. Use ANSI SQL.
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```
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## Model details
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* **Base**. `Qwen/Qwen3-4B-Instruct-2507` (32k context, multilingual).
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* Set temperature 0.1–0.3 for deterministic SQL.
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* Use a system prompt to anchor behavior.
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## Model details
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* **Base**. `Qwen/Qwen3-4B-Instruct-2507` (32k context, multilingual).
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