TLDR Tech / Dev
If You Think You Can Do Real-World Text-to-SQL
Text-to-SQL benchmarks need to account for the complexities of real-world data warehouses, which often suffer from issues such as "schema rot" and unique idiosyncratic data. A new benchmark, Beaver, has come from real data workloads, showing that typical LLM performance is worse in these settings.
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