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malayalam-news-classifier
bipin/malayalam-news-classifier
malayalam-news-classifier is a text classification model from bipin. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as mit.
This model is trained on top of MalayalamBert for the task of classifying malayalam news headlines. Presently, the following news categories are supported:
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- mit
- Model type
- roberta
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Jul 21, 2021
- SHA
- b14c5e15
Try a prompt
Model card
From the Hugging Face model README
Malayalam news classifier
Overview
This model is trained on top of MalayalamBert for the task of classifying malayalam news headlines. Presently, the following news categories are supported:
- Business
- Sports
- Entertainment
Dataset
The dataset used for training this model can be found here.
Using the model with HF pipeline
from transformers import pipeline
news_headline = "ക്രിപ്റ്റോ ഇടപാടുകളുടെ വിവരങ്ങൾ ആവശ്യപ്പെട്ട് ആദായനികുതി വകുപ്പ് നോട്ടീസയച്ചു"
model = pipeline(task="text-classification", model="bipin/malayalam-news-classifier")
model(news_headline)
# Output
# [{'label': 'business', 'score': 0.9979357123374939}]
Contact
For feedback and questions, feel free to contact via twitter @bkrish_
- Task
- Text Classification
- Library
- transformers
- Type
- roberta
- License
- mit
- Created
- Mar 2, 2022
- Updated
- Jul 21, 2021