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audreyvasconcelos/iag-class-ptbr

sourceHugging Facemitupdated 3y agoView on Hugging Face
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Model Card

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iag-class-ptbr

This model is a fine-tuned version of roberta-base on the told-br dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.5147

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: 8
  • —evalbatchsize: 8
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 500
  • —num_epochs: 5

Training results

Training LossEpochStepValidation Loss
0.59361.021000.5406
0.48582.042000.5394
0.56223.063000.5147
0.45384.084000.5310
0.43055.0105000.5799

Framework versions

  • —Transformers 4.31.0
  • —Pytorch 2.0.1+cu118
  • —Datasets 2.14.4
  • —Tokenizers 0.13.3