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jorgeortizfuentes/spanish-offensive-language-bert-base-spanish-wwm-cased

sourceHugging Faceupdated 3y agoView on Hugging Face
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Model Card

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spanish-offensive-language-bert-base-spanish-wwm-cased

This model is a fine-tuned version of dccuchile/bert-base-spanish-wwm-cased on the jorgeortizfuentes/spanish-offensive-language dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.7753
  • —F1: 0.5861

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: 48
  • —evalbatchsize: 48
  • —seed: 13
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 5

Training results

Training LossEpochStepValidation LossF1
0.63831.01660.61050.4916
0.57792.03320.60270.5531
0.47913.04980.65030.5852
0.36264.06640.77530.5861
0.27585.08300.84160.5856

Framework versions

  • —Transformers 4.30.2
  • —Pytorch 2.1.1+cu121
  • —Datasets 2.15.0
  • —Tokenizers 0.13.3