ontochem_biobert_cross_valid_2_20

This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 0.0673

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 1e-05
• train_batch_size: 64
• eval_batch_size: 64
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• lr_scheduler_warmup_steps: 500
• num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	5	0.0684
No log	2.0	10	0.0684
No log	3.0	15	0.0683
No log	4.0	20	0.0682
No log	5.0	25	0.0681
No log	6.0	30	0.0679
No log	7.0	35	0.0678
No log	8.0	40	0.0677
No log	9.0	45	0.0675
No log	10.0	50	0.0673

Framework versions

• Transformers 4.39.3
• Pytorch 2.2.2+cu121
• Datasets 2.18.0
• Tokenizers 0.15.2