LionGuard
LionGuard is a classifier for detecting unsafe content in the Singapore context. It uses pre-trained BAAI English embeddings and performs classification with a trained Ridge Classification model. This classifier detects the presence of hateful content, defined as content that expresses, incites, or promotes hate based on race, gender, ethnicity, religion, nationality, sexual orientation, disability status, or caste.
Usage
- Install
transformers,xgboostandhuggingface_hublibraries.
pip install transformers xgboost huggingface_hub
- Run inference.
python inference.py '["Example text 1"]'
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