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EJaalborg2022/dk_emotion_bert_in_class

sourceHugging Facecc-by-4.0updated 4y agoView on Hugging Face
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Model Card

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dkemotionbertinclass

This model is a fine-tuned version of Maltehb/danish-bert-botxo on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 2.3750
  • —F1: 0.2966

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: 32
  • —evalbatchsize: 32
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 5
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossF1
2.84561.02822.63850.1926
2.58092.05642.48510.2362
2.42213.08462.42210.2589
2.28644.011282.38860.2864
2.20385.014102.37500.2966

Framework versions

  • —Transformers 4.26.1
  • —Pytorch 1.13.1+cu116
  • —Datasets 2.10.1
  • —Tokenizers 0.13.2