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mbart-summarizer-interiit
vasudevgupta/mbart-summarizer-interiit
mbart-summarizer-interiit is a machine learning model from vasudevgupta. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers.
This model is trained as a part of InterIIT'21 competition, on the dataset provided by Bridgei2i. It is able to do multilingual (Hindi, English, Hinglish) summarization (many - one) & is capable of generating summarie…
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At a glance
- Library
- transformers
- Model type
- mbart
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Mar 28, 2021
- SHA
- 8e2bfd5a
Model card
From the Hugging Face model README
This model is trained as a part of InterIIT'21 competition, on the dataset provided by Bridgei2i. It is able to do multilingual (Hindi, English, Hinglish) summarization (many -> one) & is capable of generating summaries in English regardless of the input language.
| Rouge-L | Sacrebleu | Headline Similarity (using sentence-transformers) |
|---|---|---|
| p=0.46 r=0.49 f1=0.52 | 23.46 | 0.75 |
mBART is initialized from facebook/mbart-large-cc25 and is trained as per strategy mentioned in our GitHub.
- Library
- transformers
- Type
- mbart
- Created
- Mar 2, 2022
- Updated
- Mar 28, 2021