| # 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 | |
| ) | |