README.md

metadata

tags:
  - generated_from_trainer
datasets:
  - squad_v2
model-index:
  - name: biobert_v1.1_pubmed-finetuned-squad
    results:
      - task:
          type: question-answering
          name: Question Answering
        dataset:
          name: squad_v2
          type: squad_v2
          config: squad_v2
          split: validation
        metrics:
          - name: Exact Match
            type: exact_match
            value: 74.3365
            verified: true
          - name: F1
            type: f1
            value: 77.9069
            verified: true

biobert_v1.1_pubmed-finetuned-squad

This model is a fine-tuned version of gerardozq/biobert_v1.1_pubmed-finetuned-squad on the squad_v2 dataset.

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

Framework versions

• Transformers 4.12.3
• Pytorch 1.9.0+cu111
• Datasets 1.15.1
• Tokenizers 0.10.3