Upload README (1).md

README (1).md

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+Bu model https://github.com/stefan-it/turkish-bert'in; aşağıdaki  5 kategorinin olduğu metin sınıflandırma verilerine göre  fine-tuned edilmiş halidir.
+
+code_to_label={
+
+ 'LABEL_0': 'INSULT ',
+
+ 'LABEL_1': 'RACIST ',
+
+ 'LABEL_2': 'SEXIST',
+
+ 'LABEL_3': 'PROFANITY ',
+ 
+ 'LABEL_4': 'OTHER' }
+
+```python
+
+from transformers import pipeline, AutoModelForTokenClassification, AutoTokenizer, AutoModelForSequenceClassification
+tokenizer= AutoTokenizer.from_pretrained("ennp/bert-turkish-text-classification-cased")
+
+model= AutoModelForSequenceClassification.from_pretrained("ennp/bert-turkish-text-classification-cased")
+
+nlp=pipeline("sentiment-analysis", model=model, tokenizer=tokenizer)
+
+code_to_label={
+ 'LABEL_0': 'INSULT ',
+ 'LABEL_1': 'RACIST ',
+ 'LABEL_2': 'SEXIST',
+ 'LABEL_3': 'PROFANITY ',
+ 'LABEL_4': 'OTHER' }
+
+code_to_label[nlp("kıl herif gibi davranma")[0]['label']]
+```
+