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Commandante/german-party-sentiment-bert-111-synonyms

sourceHugging Faceupdated 3y agoView on Hugging Face
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Model Card

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german-party-sentiment-bert-111-synonyms

This model is a fine-tuned version of mdraw/german-news-sentiment-bert on an unknown dataset. It achieves the following results on the evaluation set:

  • —Loss: 1.0635

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: 8e-06
  • —trainbatchsize: 20
  • —evalbatchsize: 32
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 120
  • —num_epochs: 7

Training results

Training LossEpochStepValidation Loss
1.21781.0251.1090
1.12582.0501.0695
1.12583.0751.0635
1.03624.01001.0968
1.03625.01251.1286
0.94336.01501.1412
0.94337.01751.1431

Framework versions

  • —Transformers 4.37.1
  • —Pytorch 2.1.2+cu118
  • —Tokenizers 0.15.1