SQLCoder 7B 2 is a specialist — it thinks almost exclusively in SQL. Give it a natural language question and a database schema, and it reliably produces structured queries, often handling joins, aggregations, and subqueries that trip up general-purpose models. The trade-off is narrow focus: outside of SQL generation tasks, it offers little.