Validation and testing was performed using the ORCAExtracted dataset, which comprises 588 input files gathered from both ioChem and internal sources. Therefore, all input files used in validation and testing were real-world data. These input files were preprocessed for model compatibility and prompts were created using our prompt generation scheme. ORCAExtracted was split 50/50 to create both a validation and a test set.