metadata
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. The model was trained using the SayedShaun/sentigold
How to Use
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