We base our work on the SMolInstruct dataset, which is a large-scale instruction-tuning dataset for chemistry 20 . We used the Property Prediction and Chemical Reaction subsets. The training dataset for the forward reaction prediction task consists of 1M entries. For most models, we used an 80k subset for fine-tuning. To evaluate the impact of dataset size, we also trained a GPT2 model on the full dataset.