Description

SQRL is a family of open-weight text-to-SQL models (4B, 9B, and 35B-A3B) developed by Feyn Labs that utilize an inspection-first architecture to probe databases before generating queries. By executing read-only exploration queries to resolve schema ambiguities and verify data formats, the 4B student model achieves execution accuracy comparable to Claude Opus while remaining small enough for local deployment.

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