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Commandante/german-sentiment-bert-retrained-20240110

sourceHugging Facemitupdated 3y agoView on Hugging Face
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german-sentiment-bert-retrained-20240110

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

  • —Loss: 1.3965

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
2.23791.031.6068
2.23792.061.5979
2.23793.091.5805
2.23794.0121.5571
2.23795.0151.5176
2.23796.0181.4626
2.23797.0211.3965

Framework versions

  • —Transformers 4.35.2
  • —Pytorch 2.1.0+cu121
  • —Tokenizers 0.15.0