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clips/robbert-2023-dutch-base-gender

sourceHugging Facemitupdated 3y agoView on Hugging Face
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Model Card

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robbert-2023-dutch-base-gender

This model is a fine-tuned version of DTAI-KULeuven/robbert-2023-dutch-base on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.6591
  • Precision: 0.6282
  • Recall: 0.6290
  • Fscore: 0.6278
  • Accuracy: 0.6285

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: 1e-05
  • trainbatchsize: 64
  • evalbatchsize: 64
  • seed: 42
  • gradientaccumulationsteps: 2
  • totaltrainbatch_size: 128
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lrschedulertype: linear
  • num_epochs: 1.0
  • mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossPrecisionRecallFscoreAccuracy
0.6160.2920000.64980.62950.62990.62660.6267
0.60330.5940000.65840.62780.62740.62280.6228
0.58960.8860000.66000.62850.62930.62820.6290

Framework versions

  • Transformers 4.36.2
  • Pytorch 2.1.2+cu121
  • Datasets 2.14.5
  • Tokenizers 0.15.0