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| Type | Examples |
|---|---|
| Application | Microsoft SQL Server, PostgreSQL, SQLite |
| Language | C++, Java, Python, Rust |
| Library | PyTorch, AllenNLP |
| License | MIT License |
| Decoding Architecture | Transformer + RAT-SQL + rule-based |
| Layers | 24 Transformer layers + 8 RAT-SQL layers |
| Tree representation | 8 heads & dimensionality 256 |
| Dataset | 83K synthetic dataset |
| Optimizer | Adam |
| Learning rate | 1.8e-4 |
| Dropout rate | 0.1 |
| Operating System | Linux, macOS, Windows |