readme: ---
  license: mit
  ---
  ## Sentiment Analysis API
  
  This is the deployment part of the project. 
  
  ### Training:
  Run the Google Colab notebook (Runtime = "GPU") (https://colab.research.google.com/drive/1EuF5FDl1X8VnuOO5RxzmM0c9TbtQrVm9?usp=sharing)
  
  ### Fine Tuning
  1) Increasing #epochs
  2) Increasing BATCH_SIZE to 32
  3) Changing Adam optimizer rate 
  
  ### Usage
  1) Clone te repository
  2) Set up the conda environment with requirements.txt
  3) In terminal, run the command- uvivorn sentiment_analyzer.api:app --reload