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---
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
```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
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