README.md

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