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mr-indicnlp-classifier
flax-community/mr-indicnlp-classifier
mr-indicnlp-classifier is a machine learning model from flax-community. 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 was fine-tuned using Marathi RoBERTa on IndicNLP Marathi News Dataset
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At a glance
- Library
- transformers
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Jul 19, 2021
- SHA
- 4df6b086
Model card
From the Hugging Face model README
IndicNLP Marathi News Classifier
This model was fine-tuned using Marathi RoBERTa on IndicNLP Marathi News Dataset
Dataset
IndicNLP Marathi news dataset consists 3 classes - ['lifestyle', 'entertainment', 'sports'] - with following docs distribution as per classes:
| train | eval | test |
|---|---|---|
| 9672 | 477 | 478 |
💯 Our mr-indicnlp-classifier model fine tuned from roberta-base-mr Pretrained Marathi RoBERTa model outperformed both classifier mentioned in Arora, G. (2020). iNLTK and Kunchukuttan, Anoop et al. AI4Bharat-IndicNLP.
| Dataset | FT-W | FT-WC | INLP | iNLTK | roberta-base-mr 🏆 |
|---|---|---|---|---|---|
| iNLTK Headlines | 83.06 | 81.65 | 89.92 | 92.4 | 97.48 |
- Library
- transformers
- Created
- Mar 2, 2022
- Updated
- Jul 19, 2021