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@@ -101,32 +101,6 @@ print(out["choices"][0]["text"].strip())
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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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- ```
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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).