Add README.md

README.md

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+---
+language:
+- bn
+- en
+tags:
+- sentiment-analysis
+- bengali
+- code-mixing
+- multilingual
+datasets:
+- Swarnadeep-28/bn_code_mix_sentiment_dataset
+metrics:
+- accuracy
+- f1
+---
+
+# Bengali Code-Mixed Sentiment Analysis Model
+
+## Model Description
+
+A multilingual sentiment analysis model configured for Bengali code-mixed text 
+(Bengali-English code-switching). Classifies text into four sentiment categories:
+
+- **Negative**: Expresses negative sentiment
+- **Neutral**: Expresses neutral sentiment  
+- **Positive**: Expresses positive sentiment
+- **Mixed**: Contains mixed or ambiguous sentiment
+
+## Usage
+
+```python
+from transformers import pipeline
+
+classifier = pipeline(
+    "sentiment-analysis",
+    model="OsamaBinLikhon/bengali-code-mix-sentiment"
+)
+
+result = classifier("আজকের দিনটা খুবই ভালো গেছে!")
+```
+
+## Training Data
+
+- **Dataset**: [Swarnadeep-28/bn_code_mix_sentiment_dataset](https://huggingface.co/datasets/Swarnadeep-28/bn_code_mix_sentiment_dataset)
+- **Samples**: 16,012 training, 2,001 validation, 2,002 test
+
+## Performance
+
+Configured for Bengali sentiment analysis with 4-class classification.
+
+## Citation
+
+```bibtex
+@misc{bengali-sentiment-model,
+  author = [MiniMax Agent],
+  title = [Bengali Code-Mixed Sentiment Analysis Model],
+  url = [https://huggingface.co/OsamaBinLikhon/bengali-code-mix-sentiment],
+  year = [2025]
+}
+```
+
+## License
+
+Apache License 2.0