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

sourceHugging Facemitupdated 3y agoView on Hugging Face
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Model Card

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german-party-sentiment-bert-111-synonyms-gsb

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: 1.2312

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
1.97841.0252.4393
2.14822.0501.7015
2.14823.0751.3364
1.22754.01001.2312
1.22755.01251.2378
0.95756.01501.3016
0.95757.01751.3064

Framework versions

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