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a5ce134 df57172 a5ce134 df57172 a5ce134 b4e285f a5ce134 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 | # Model Card for Model ID
CareGuard is a fine-tuned Large Language Model (LLM) designed for cyberbullying and harmful language detection in short social media texts, particularly tweets.
## Model Details
CareGuard is an LLM-based text classification model fine-tuned on labeled Twitter data from the Cyberbully Detection Dataset (Kaggle). It builds on a pretrained multilingual LLM backbone and is optimized to identify cyberbullying, harassment, and abusive language patterns in online communication.
Model type: Transformer-based Large Language Model (LLM) for text classification
Language(s): Multilingual (primarily English)
Finetuned from: FacebookAI/xlm-roberta-base
Here is how to use this model in PyTorch:
```python
pipe = pipeline(
"text-classification",
model="JeloH/cyberbully_ft_FacebookAI_xlm_roberta_base",
truncation=True,
# device=0 # enable if GPU available
)
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