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odia-sentiment-muril-v2
Baps24/odia-sentiment-muril-v2
odia-sentiment-muril-v2 is a text classification model from Baps24. Use it when you need a label for a piece of text. The card lists the license as apache-2.0.
Fine-tuned google/muril-base-cased for Odia language sentiment analysis.
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At a glance
- Task
- Text Classification
- License
- apache-2.0
- Model type
- bert
- Access
- Public
- Created
- Apr 7, 2026
- Updated
- Apr 7, 2026
- SHA
- 6ac0ec86
Base models
Datasets
Model card
From the Hugging Face model README
Odia Sentiment Classifier v2
Fine-tuned google/muril-base-cased for Odia language sentiment analysis.
Built with ❤️ for the 45 million Odia speakers of Odisha 🇮🇳
Dedicated to Lord Jagannath and the people of Odisha 🙏
Improvements over v1
- Larger dataset: 66 samples (auto-labeled from OdiaGenAI corpus)
- Better class balance
- Higher accuracy
Usage
from transformers import pipeline
pipe = pipeline("text-classification", model="Baps24/odia-sentiment-muril-v2")
pipe("ଏହି ଉତ୍ପାଦ ଭଲ") # Positive
pipe("ଏହି ଜିନିଷ ଖରାପ") # Negative
Labels
- Positive (ସକାରାତ୍ମକ)
- Negative (ନକାରାତ୍ମକ)
- Neutral (ନିରପେକ୍ଷ)
Training
- Base: google/muril-base-cased
- Dataset: Baps24/odia-sentiment-dataset
- Accuracy: 0.300
- F1 Score: 0.138
Community
This model is part of the Odias in ML initiative. Visit: https://odisha-ml.github.io
- Task
- Text Classification
- Type
- bert
- License
- apache-2.0
- Languages
- or
- Created
- Apr 7, 2026
- Updated
- Apr 7, 2026