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distilbert-sms-spam-sargodha
alizaabbas12/distilbert-sms-spam-sargodha
distilbert-sms-spam-sargodha is a text classification model from alizaabbas12. Use it when you need a label for a piece of text. The card lists the license as mit.
This model classifies SMS messages as Spam or Ham using DistilBERT.
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At a glance
- Task
- Text Classification
- License
- mit
- Model type
- distilbert
- Access
- Public
- Created
- Jul 8, 2026
- Updated
- Jul 8, 2026
- SHA
- 184c795d
Try a prompt
Model card
From the Hugging Face model README
SMS Spam Detection with DistilBERT
Model Description
This model classifies SMS messages as Spam or Ham using DistilBERT.
Dataset
SMS Spam Collection Dataset from Kaggle
Training Details
- Model: distilbert-base-uncased
- Epochs: 2
- Batch Size: 16
- Trained on: Google Colab GPU
Results
- Accuracy: 99.19%
- Precision: 100%
- Recall: 94.12%
- F1-Score: 96.91%
How to use
from transformers import pipeline
classifier = pipeline("text-classification", model="alizaabbas12/distilbert-sms-spam-sargodha")
classifier("Win free prize now")
- Task
- Text Classification
- Type
- distilbert
- License
- mit
- Languages
- en
- Created
- Jul 8, 2026
- Updated
- Jul 8, 2026