Edit model card

biobert-base-cased-v1.1-squad-finetuned-covbiobert

This model is a fine-tuned version of dmis-lab/biobert-base-cased-v1.1-squad on the covid_qa_deepset dataset. It achieves the following results on the evaluation set:

  • Loss: 0.3959

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: 128
  • eval_batch_size: 128
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 2

Training results

Training Loss Epoch Step Validation Loss
No log 1.0 486 0.3787
0.161 2.0 972 0.3959

Framework versions

  • Transformers 4.13.0
  • Pytorch 1.10.0+cu102
  • Datasets 1.16.1
  • Tokenizers 0.10.3
Downloads last month
6

Dataset used to train juliusco/biobert-base-cased-v1.1-squad-finetuned-covbiobert