Baps24/odia-sentiment-muril-v4

Odia Sentiment Classifier v4

Fine-tuned google/muril-base-cased for Odia language sentiment analysis.

Built with ❤️ for 45 million Odia speakers 🇮🇳 Dedicated to Lord Jagannath and Lord Lingaraj (We are from old town :) Parakaran Sahi) and the people of Odisha 🙏

Results

Metric	Score
Accuracy	0.838 (83.8%)
F1 Score	0.834
Samples	37 test samples

Previous versions

Version	Accuracy
v1	~33%
v2	~30% (auto-label bug)
v3	77.8%
v4	83.8%

Usage

from transformers import pipeline
pipe = pipeline("text-classification", model="Baps24/odia-sentiment-muril-v4")
pipe("ଏହି ଉତ୍ପାଦ ଭଲ")   # Positive
pipe("ଏ ଜିନିଷ ଖରାପ")     # Negative
pipe("ଠିକ ଅଛି")           # Neutral

Community

This model is part of the Odias in ML initiative. https://odisha-ml.github.io