To optimize the performance and efficiency of our MMT model, we conducted a systematic study exploring various model configurations and training dataset sizes. This analysis was crucial for determining the most effective architecture and data volume for our specific task of molecular structure prediction from spectroscopic data. We conducted a systematic study exploring three model configurations: