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metadata
tags:
  - generated_from_trainer
datasets:
  - squad_v2
model-index:
  - name: biobert_v1.1_pubmed-finetuned-squad
    results: []

biobert_v1.1_pubmed-finetuned-squad

This model is a fine-tuned version of monologg/biobert_v1.1_pubmed on the squad_v2 dataset. It achieves the following results on the evaluation set:

  • Loss: 0.9448

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: 1

Training results

Training Loss Epoch Step Validation Loss
1.0213 1.0 8255 0.9448

Framework versions

  • Transformers 4.11.3
  • Pytorch 1.9.0+cu111
  • Datasets 1.13.3
  • Tokenizers 0.10.3