JeloH/cyberbully_ft_FacebookAI_xlm_roberta_base

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:

pipe = pipeline(
    "text-classification",
    model="JeloH/cyberbully_ft_FacebookAI_xlm_roberta_base",
    truncation=True,
    # device=0  # enable if GPU available
)