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distilBERT-turkish-based-cyberbullying-model – AI Model by AIZinu | AlphaNeural AI

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AIZinu/
distilBERT-turkish-based-cyberbullying-model

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text-classification

autotrain_compatible

endpoints_compatible

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license: mit language:

tr metrics:
f1
accuracy
recall
confusion_matrix
precision pipeline_tag: text-classification

About the Model

This model is a Turkish-based convBERT model created to classify Turkish social media bullying data. Classes included in the model

Cinsiyetçilik
Irkçılık
Kızdırma
Nötr

The model was trained from a dataset containing 2981 Twitter data.

Dependency

pip install transformers

pip install torch

Example

python

from transformers import DistilBertTokenizer, DistilBertForSequenceClassification,TextClassificationPipeline

tokenizer = ConvBertTokenizer.from_pretrained("AIZinu/distilBERT-turkish-based-cyberbullying-model")
model = ConvBertForSequenceClassification.from_pretrained("AIZinu/distilBERT-turkish-based-cyberbullying-model")

pipe= TextClassificationPipeline(model=model, tokenizer=tokenizer)

print(pipe("Hadi modeli deneyelim"))

Model Card Authors

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