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---
library_name: transformers
tags:
- bangla
- bangla-classifier
- binary-classifier
- text-classifier
---
# Bangla Binary Text Classifier
## Description
This is a **Bangla binary sentiment classification** model, fine-tuned on top of [`csebuetnlp/banglabert`](https://huggingface.co/csebuetnlp/banglabert). The model was trained using the [**SayedShaun/sentigold**](https://huggingface.co/datasets/SayedShaun/sentigold)
---
## How to Use
```python
from transformers import pipeline
pipe = pipeline("text-classification", model="SayedShaun/bangla-classifier-binary")
response = pipe("এটা যে এত খারাপ আগে জানতাম না।")
print(response)
# Output: [{'label': 'LABEL_0', 'score': 0.9765}]
```
## Result
| Training Loss | Validation Loss | Accuracy | Precision | Recall | F1 Score |
|---------------|-----------------|-----------|-----------|----------|-----------|
| 0.354600 | 0.396599 | 0.825143 | 0.812587 | 0.842483 | 0.827265 |
# Source Code
Source code can be found in `files and versions` as `finetune.py`
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