This link contains jupyter notebooks having code for  both binary as well as multi classification text classification with clear explanations.

  
      
      GitHub
  
  
    

bentrevett/pytorch-sentiment-analysis 24

Tutorials on getting started with PyTorch and TorchText for sentiment analysis. - bentrevett/pytorch-sentiment-analysis