BiomedNLP-PubMedBERT-base-uncased-abstract-fulltext-ContaminationQAmodel_PubmedBERT

This model is a fine-tuned version of Sotireas/BiomedNLP-PubMedBERT-base-uncased-abstract-fulltext-ContaminationQAmodel_PubmedBERT on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 2.8993

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: 2e-05
• train_batch_size: 16
• eval_batch_size: 16
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	22	3.7532
No log	2.0	44	3.3351
No log	3.0	66	2.9546
No log	4.0	88	2.7920
No log	5.0	110	2.7378
No log	6.0	132	2.8442
No log	7.0	154	2.8171
No log	8.0	176	2.8177
No log	9.0	198	2.8956
No log	10.0	220	2.8993

Framework versions

• Transformers 4.22.2
• Pytorch 1.12.1+cu113
• Datasets 2.5.2
• Tokenizers 0.12.1