ontochem_biobert_cross_valid_2_30

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

• Loss: 0.0665

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	0.0673
No log	2.0	10	0.0673
No log	3.0	15	0.0673
No log	4.0	20	0.0672
No log	5.0	25	0.0671
No log	6.0	30	0.0670
No log	7.0	35	0.0670
No log	8.0	40	0.0668
No log	9.0	45	0.0667
No log	10.0	50	0.0665

Framework versions

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