readme: ---
  language: en
  tags:
  - Transformers
  license: apache-2.0
  datasets:
  - Dreaddit
  ---
  
  # StressRoberta model
  
  is a model initialized with roberta-large (https://huggingface.co/roberta-large )and trained with 
  [Dreaddit: A Reddit Dataset for Stress Analysis in Social Media] ( http://www.cs.columbia.edu/eturcan/data/dreaddit.zip ). 
  We follow the standard pretraining protocols of RoBERTa with [Huggingface’s Transformers library](https://github.com/huggingface/transformers).    
  
  ## Usage Load the model via [Huggingface’s Transformers library](https://github.com/huggingface/transformers):   
  
  from transformers import AutoTokenizer,    
  AutoModel tokenizer = AutoTokenizer.from_pretrained("amalq/stress-roberta-large")    
  model = AutoModel.from_pretrained("amalq/stress-roberta-large")   
  
  
  Perplexity of this model is: 3.28