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Luciano/bertimbau-base-finetuned-lener-br-finetuned-peticoes-grupo_competencia

sourceHugging Facemitupdated 2y agoView on Hugging Face
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bertimbau-base-finetuned-lener-br-finetuned-peticoes-grupo_competencia

This model is a fine-tuned version of Luciano/bertimbau-base-finetuned-lener-br on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.3234
  • —Accuracy: 0.9434

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: 16
  • —evalbatchsize: 16
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 5

Training results

Training LossEpochStepValidation LossAccuracy
0.371.08970.21000.9365
0.16622.017940.20090.9479
0.12053.026910.24890.9423
0.08554.035880.29180.9404
0.04385.044850.32340.9434

Framework versions

  • —Transformers 4.22.1
  • —Pytorch 1.12.1+cu113
  • —Datasets 2.5.1
  • —Tokenizers 0.12.1