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@@ -133,9 +133,10 @@ Two example databases are included with pre-generated DB summaries:
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  For the full Spider2-lite benchmark, clone [Spider2](https://github.com/xlang-ai/Spider2) and copy databases into `data/text2sql/spider2-lite/sqlite/`.
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  ```bash
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- # Run on included example database
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- ./run.sh text2sql --questions 5 --db Pagila
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- ./run.sh text2sql --questions 5 --db superhero
 
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  # Build KG only (no benchmark)
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  python benchmarks/run.py --task text2sql --dataset spider2-lite --build_only --db Pagila
 
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  For the full Spider2-lite benchmark, clone [Spider2](https://github.com/xlang-ai/Spider2) and copy databases into `data/text2sql/spider2-lite/sqlite/`.
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  ```bash
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+ # Run on included example databases
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+ ./run.sh text2sql --questions 5 --db Pagila # Spider2-lite (auto-detected)
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+ ./run.sh text2sql --questions 5 --db superhero # Bird (auto-detected)
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+ ./run.sh text2sql --benchmark bird --questions 5 --db superhero # explicit benchmark selection
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  # Build KG only (no benchmark)
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  python benchmarks/run.py --task text2sql --dataset spider2-lite --build_only --db Pagila