Potential template to generate the dataset.

[saldanhad]

Great endeavor here and cool pic on the read me by the way!

Would like to propose a potential template, taking an example from SQL below to create the dataset, wdyt?

Query	Correct Answer	Wrong Answer	Prompt to Think	CoT Reasoning	Self-Critique	Final Coherent Answer
Write an SQL query to check if a table employees has more than 5 rows, using the HAVING clause without GROUP BY.	sql SELECT COUNT(*) AS employee_count FROM employees HAVING COUNT(*) > 5;	sql SELECT COUNT(*) FROM employees WHERE COUNT(*) > 5;	The WHERE clause is used for filtering individual rows, but here we need to filter based on an aggregate function. What could be the right approach?	- Using WHERE for aggregate functions doesn’t work because it operates on individual rows, not aggregated data. - The HAVING clause is designed for filtering results based on aggregate functions like COUNT(), even if there's no GROUP BY.	My original query uses WHERE, which is wrong because WHERE applies before aggregation. I need to use HAVING to filter based on the result of COUNT().	sql SELECT COUNT(*) AS employee_count FROM employees HAVING COUNT(*) > 5;

[russellballestrini]

Likely possible but we may need a way for sure to differentiate the different SQL dialects for the most common engine databases.

[daveshap]

A templatized approach is not appropriate as it does not exploit the natural flexibility of language models. We have already explored this in previous projects.

[saldanhad]

Hi @daveshap, thanks for your feedback, could you provide an example in the read me as starting point to what you are looking for ?