readme: ---
  license: openrail
  ---
  # Finetuned DialoGPT on Movie Dialogues
  ## Basic Introduction
  * A chatbot you can chat with by sending messages whenever you want.  
  
  We finetune the pre-trained **microsoft dialoGPT** dialogue systems on the movie dialogue corpus. And finally deploy the chatbots using the API provided by **google voice**.
  
  
  ## Datasets
  ### Movie Dialogue Corpus:
  https://www.kaggle.com/datasets/Cornell-University/movie-dialog-corpus
  
  The corpus contains a metadata-rich collection of fictional conversations extracted from raw movie scripts:
  
  * 220,579 conversational exchanges between 10,292 pairs of movie characters
  * involves 9,035 characters from 617 movies
  * in total 304,713 utterances
  
  ## Pre-trained Models
  Seq2seq transformers from huggingface community:  
  * DialoGPT-small; DialoGPT-medium; DialoGPT-large.
  
  ## Github Repo Link
  https://github.com/kianakaslana648/nlp-final-project