readme: ---
  language: "en"
  tags:
  - summarization
  - extreme summarization
  ---
  ​
  ## Model description
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  BartForConditionalGenerationModel for extreme summarization- creates a one line abstractive summary of a given article
  ​
  ## How to use
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  PyTorch model available
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  ```python
  from transformers import AutoTokenizer, AutoModelWithLMHead, pipeline
  ​
  tokenizer = AutoTokenizer.from_pretrained("yuvraj/xSumm")			
  model = AutoModelWithLMHead.from_pretrained("yuvraj/xSumm")
  ​
  xsumm = pipeline('summarization', model=model, tokenizer=tokenizer)
  xsumm("<text to be summarized>")
  ​
  ## Limitations and bias
  Trained on a small fraction of the xsumm training dataset
  