| { | |
| "dataset_meta_csv": "data/finetuning_datasets/regression/esol/esol.csv", | |
| "dataset_embs_npz": "data/finetuning_datasets/regression/esol/esol_embs.npz", | |
| "use_scaffold": 0, | |
| "seed": 42, | |
| "train_frac": 0.8, | |
| "val_frac": 0.1, | |
| "test_frac": 0.1, | |
| "model_path": "HUBioDataLab/SELFormer", | |
| "tokenizer_path": "HUBioDataLab/SELFormer", | |
| "pretrained_multimodal_dir": "data/models/SELFormerMM", | |
| "task_type": "regression", | |
| "label_column": "measured log solubility in mols per litre", | |
| "num_labels": 1, | |
| "batch_size": 16, | |
| "max_len": 128, | |
| "epochs": 50, | |
| "backbone_lr": 1e-05, | |
| "head_lr": 0.0005, | |
| "weight_decay": 0.1, | |
| "checkpoint_every": 25, | |
| "test_eval_every": 0, | |
| "save_dir": "data/models/finetuned/esol" | |
| } | |