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
- precision on germeval_14self-reported0.744
- recall on germeval_14self-reported0.757
- f1 on germeval_14self-reported0.750
- accuracy on germeval_14self-reported0.954