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l-lectra-danish-finetuned-hatespeech

This model is for a university project and is uploaded for sharing between students. It is training on a danish hate speech labeled training set. Feel free to use it, but as of now, we don't promise any good results ;-)

This model is a fine-tuned version of Maltehb/-l-ctra-danish-electra-small-uncased on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.2608

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
  • train_batch_size: 8
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 4.0

Training results

Training Loss Epoch Step Validation Loss
No log 1.0 315 0.2561
0.291 2.0 630 0.2491
0.291 3.0 945 0.2434
0.2089 4.0 1260 0.2608

Framework versions

  • Transformers 4.12.5
  • Pytorch 1.10.0+cu111
  • Datasets 1.16.1
  • Tokenizers 0.10.3
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