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Abderrahim2/bert-finetuned-Age

sourceHugging Facemitupdated 4y agoView on Hugging Face
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Model Card

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bert-finetuned-Age

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

  • Loss: 0.4642
  • F1: 0.7254
  • Roc Auc: 0.7940
  • Accuracy: 0.7249

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
  • trainbatchsize: 8
  • evalbatchsize: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lrschedulertype: linear
  • num_epochs: 8

Training results

Training LossEpochStepValidation LossF1Roc AucAccuracy
0.45641.09650.46420.72540.79400.7254
0.44432.019300.46620.72540.79400.7254
0.43883.028950.46280.72540.79400.7254
0.44864.038600.46420.72540.79400.7249
0.42875.048250.49580.72140.79070.7150
0.40556.057900.53250.69610.77150.6782
0.35147.067550.55880.65860.74430.6223
0.32278.077200.59440.66250.74700.6295

Framework versions

  • Transformers 4.19.2
  • Pytorch 1.11.0+cu113
  • Datasets 2.2.2
  • Tokenizers 0.12.1