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metadata
license: apache-2.0
base_model: bert-base-cased
tags:
  - generated_from_trainer
metrics:
  - accuracy
model-index:
  - name: liar_binaryclassifier_bert_cased
    results: []

liar_binaryclassifier_bert_cased

This model is a fine-tuned version of bert-base-cased on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.6359
  • Accuracy: 0.6659

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: 3e-06
  • train_batch_size: 8
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 5

Training results

Training Loss Epoch Step Validation Loss Accuracy
0.6768 1.0 461 0.6486 0.6573
0.6368 2.0 922 0.6262 0.6573
0.6025 3.0 1383 0.6314 0.6594
0.5785 4.0 1844 0.6330 0.6573
0.5586 5.0 2305 0.6359 0.6659

Framework versions

  • Transformers 4.38.2
  • Pytorch 2.2.1+cu121
  • Datasets 2.18.0
  • Tokenizers 0.15.2