readme: ---
  language: en
  tag: text-classification
  datasets:
  - twitter
  - movies subtitles
  ---
  
  # Hate Speech Detector 
  This model is a fork of the [bert-based-uncased-hatespeech-movies](https://huggingface.co/uhhlt/bert-based-uncased-hatespeech-movies) model. It is used to classify text as **normal**, **offensive**, **hatespeech**. The model is initially a pre-trained transformer model(bert-based-uncased) which is further trained on Twitter comments which can be normal, offensive and hate to learn the context from social media data. It is then fine-tuned using the movie subtitles dataset.
  
  ## Test it out
  You can test this model live on [Spaces](https://huggingface.co/spaces/risingodegua/hate-speech-detector)
  