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: 3.0853

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	21	3.8118
No log	2.0	42	3.5006
No log	3.0	63	3.1242
No log	4.0	84	2.9528
No log	5.0	105	2.9190
No log	6.0	126	2.9876
No log	7.0	147	3.0574
No log	8.0	168	3.0718
No log	9.0	189	3.0426
No log	10.0	210	3.0853

Framework versions

• Transformers 4.21.0
• Pytorch 1.12.0+cu113
• Datasets 2.4.0
• Tokenizers 0.12.1