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distilbert-base-german-europeana-cased-germeval_14

This model is a fine-tuned version of dbmdz/distilbert-base-german-europeana-cased on the germeval_14 dataset. It achieves the following results on the evaluation set:

  • precision: 0.7437
  • recall: 0.7571
  • f1: 0.7504
  • accuracy: 0.9541

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:

  • num_train_epochs: 10
  • train_batch_size: 8
  • eval_batch_size: 8
  • learning_rate: 1e-05
  • weight_decay_rate: 0.01
  • num_warmup_steps: 0
  • fp16: True

Framework versions

  • Transformers 4.17.0
  • Datasets 1.18.0
  • Tokenizers 0.11.6
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Dataset used to train HuggingAlex1247/distilbert-base-german-europeana-cased-germeval_14

Evaluation results