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Commandante/german-party-sentiment-bert-complete-synonyms-5e-5-weightdecay0

sourceHugging Faceupdated 3y agoView on Hugging Face
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Model Card

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german-party-sentiment-bert-complete-synonyms-5e-5-weightdecay0

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: 0.9462

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: 5e-05
  • —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
0.95911.0650.9462
0.932.01300.9514
0.70823.01951.0517
0.4774.02601.2972
0.35985.03251.5431
0.20366.03901.7175
0.14777.04551.9095

Framework versions

  • —Transformers 4.37.2
  • —Pytorch 2.2.0+cu121
  • —Tokenizers 0.15.1