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bert-turkish-text-classification-cased
ennp/bert-turkish-text-classification-cased
bert-turkish-text-classification-cased is a text classification model from ennp. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as mit.
Bu model https://github.com/stefan-it/turkish-bert'in; aşağıdaki 5 kategorinin olduğu metin sınıflandırma verilerine göre fine-tuned edilmiş halidir.
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- mit
- Model type
- bert
- Access
- Public
- Created
- Mar 29, 2023
- Updated
- Apr 9, 2023
- SHA
- 295b2688
Model card
From the Hugging Face model README
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' }
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']]
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- License
- mit
- Languages
- tr
- Created
- Mar 29, 2023
- Updated
- Apr 9, 2023