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Luciano/bertimbau-base-finetuned-lener-br

sourceHugging Facemitupdated 3y agoView on Hugging Face
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bertimbau-base-finetuned-lener-br

This model is a fine-tuned version of neuralmind/bert-base-portuguese-cased on the Luciano/lener_br_text_to_lm dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.8132

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: 4
  • —evalbatchsize: 4
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 15

Training results

Training LossEpochStepValidation Loss
1.31671.020791.1163
1.16832.041581.0594
1.06483.062371.0501
1.02284.083160.9693
0.96625.0103950.9847
0.94226.0124740.9556
0.86967.0145530.8978
0.78568.016632nan
0.78499.0187110.9192
0.755910.0207900.8536
0.756411.0228690.9230
0.764112.0249480.8852
0.700713.0270270.8616
0.713914.0291060.8419
0.654315.0311850.8460

Framework versions

  • —Transformers 4.21.2
  • —Pytorch 1.12.1+cu113
  • —Datasets 2.4.0
  • —Tokenizers 0.12.1