Downloads · 30 days
0
bangla-hate-speech-detector
rizwanulrudra/bangla-hate-speech-detector
bangla-hate-speech-detector is a machine learning model from rizwanulrudra. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
A fine-tuned BanglaBERT model for detecting hate speech in Bengali text, classifying into: 1. Personal (0) 2. Political (1) 3. Religious (2) 4. Geopolitical (3)
Access
Public
Updated Jun 15, 2025
Repo size
6.6 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.pt4.4 GB · 67%
At a glance
- License
- mit
- Access
- Public
- Created
- Jun 14, 2025
- Updated
- Jun 15, 2025
- SHA
- e4f4029f
Base models
Datasets
Model card
From the Hugging Face model README
Bangla Hate Speech Detector
A fine-tuned BanglaBERT model for detecting hate speech in Bengali text, classifying into:
- Personal (0)
- Political (1)
- Religious (2)
- Geopolitical (3)
Model Details
- Base Model: csebuetnlp/banglabert
- Fine-Tuned On: rezacsedu/Bengali-Hate-Speech-Dataset
- License: MIT
Performance
| Metric | Score |
|---|---|
| Accuracy | 0.89 |
| F1 (Macro) | 0.87 |
How to Use
from transformers import pipeline
classifier = pipeline(
"text-classification",
model="rizwanulrudra/bangla-hate-speech-detector"
)
sample_text = "এই সরকার কে যারা নির্লজ্জের মত সাপোর্ট দিয়েছে..."
classifier(sample_text)
# Output: {'label': 'Political', 'score': 0.92}
- License
- mit
- Languages
- bn
- Created
- Jun 14, 2025
- Updated
- Jun 15, 2025