Table 2.

Hyperparameters for QSPR/QSAR Model Fine-tuning

Layer groups	Base Learning Rate	Epochs
Linear head only	3e−2	4
Linear head + final LSTM layer	5e−3	4
Linear head + final two LSTM layers	5e−4	4
Full model	5e−5	6