to visualize the network and loss values, 1. Open command prompt 2. cd Sentence_similarity (change path according to the location of the project) 3. execute this command 'tensorboard --logdir=summaries_backup' on command prompt To trian the model 1. Set the path in glove.py 2. run train_combined_model.py file and the best model will be saved to saved_model folder.