transformers/model_cards/yuvraj/summarizer-cnndm/README.md
BatJedi abf5c56e9d
Created model card for my summarization model (#5838)
* Created model card for my summarization model

* Update model_cards/yuvraj/summarizer-cnndm/README.md

Co-authored-by: Julien Chaumond <chaumond@gmail.com>
2020-07-21 03:54:14 -04:00

28 lines
643 B
Markdown
Raw Blame History

This file contains invisible Unicode characters

This file contains invisible Unicode characters that are indistinguishable to humans but may be processed differently by a computer. If you think that this is intentional, you can safely ignore this warning. Use the Escape button to reveal them.

---
language: "en"
tags:
- summarization
---
# Summarization
## Model description
BartForConditionalGeneration model fine tuned for summarization on 10000 samples from the cnn-dailymail dataset
## How to use
PyTorch model available
```python
from transformers import AutoTokenizer, AutoModelWithLMHead, pipeline
tokenizer = AutoTokenizer.from_pretrained("yuvraj/summarizer-cnndm")
AutoModelWithLMHead.from_pretrained("yuvraj/summarizer-cnndm")
summarizer = pipeline('summarization', model=model, tokenizer=tokenizer)
summarizer("<Text to be summarized>")
## Limitations and bias
Trained on a small dataset