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- ---
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- license: mit
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ license: mit
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+ language:
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+ - de
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+ metrics:
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+ - name: f1
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+ value: 0.79
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+ - name: auc
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+ value: 0.91
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+ - name: accuracy
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+ value: 0.84
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+ base_model:
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+ - google-bert/bert-base-german-cased
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+ pipeline_tag: text-classification
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+ ---
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+ # Horbee/bert-german-offensive-comment-classifier aka SauerBERT
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+ SauerBERT is a fine-tuned German BERT-based transformer model for offensive comment detection.
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+ It was trained on a balanced dataset of 8,000 examples from the GermEval 2018 and 2019 shared tasks, fine-tuned for 2 epochs. The model achieves strong performance metrics on German online comments, including:
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+
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+ - Accuracy: 84.3%
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+ - F1 Score: 0.796
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+ - AUC: 0.91
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+
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+ SauerBERT is designed to help detect offensive language, and rude comments in German text, making it suitable for moderation systems, research, or content analysis pipelines.
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+
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+ ## Intended Use:
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+ Detection of offensive, or inappropriate German-language comments
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+ Social media moderation tools
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+ ## Limitations:
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+
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+ Trained only on GermEval 2018/2019 data — performance on out-of-domain or highly informal texts may vary.
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+ May not capture all forms of subtle toxicity or sarcasm.
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+ Designed for German-language content; not suitable for other languages.