Fine-tuned MARBERTv2 model for multi-class hate speech category detection. Categories: Gender, Religion, Origin, Other, None (non-hate) Model: UBC-NLP/MARBERTv2 | Training: MARBERTv2 + Balanced Data + Class Weights