Downloads · 30 days
12
29% of all-time downloads
bert-turkish-based-cyberbullying-model
AIZinu/bert-turkish-based-cyberbullying-model
bert-turkish-based-cyberbullying-model is a text classification model from AIZinu. 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.
This model is a Turkish-based convBERT model created to classify Turkish social media bullying data. Classes included in the model
All-time downloads
41
Public
Parameters
111M
443 MB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors443 MB · 100%
At a glance
- Task
- Text Classification
- Library
- transformers
- License
- mit
- Model type
- bert
- Access
- Public
- Created
- May 18, 2024
- Updated
- Jul 21, 2024
- SHA
- a5bf81c6
Model card
From the Hugging Face model README
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
from transformers import BertTokenizer, BertForSequenceClassification,TextClassificationPipeline
tokenizer = ConvBertTokenizer.from_pretrained("AIZinu/bert-turkish-based-cyberbullying-model")
model = ConvBertForSequenceClassification.from_pretrained("AIZinu/bert-turkish-based-cyberbullying-model")
pipe= TextClassificationPipeline(model=model, tokenizer=tokenizer)
print(pipe("Hadi modeli deneyelim"))
Model Card Authors
- Bilge Nur BEKAR
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- License
- mit
- Languages
- tr
- Created
- May 18, 2024
- Updated
- Jul 21, 2024