xSumm / README.md
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metadata
language: en
tags:
  - summarization
  - extreme summarization

​

Model description

​ BartForConditionalGenerationModel for extreme summarization- creates a one line abstractive summary of a given article ​

How to use

​ PyTorch model available ​

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