Downloads · 30 days
0
0% of all-time downloads
fatima_nlp
rezaya/fatima_nlp
fatima_nlp is a text classification model from rezaya. Use it when you need a label for a piece of text. It is set up for keras.
NLP model for fake news classification using Roberta pre-trained model
All-time downloads
30
Public
Repo size
513 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.data-00000-of-00001500 MB · 97%
At a glance
- Task
- Text Classification
- Library
- keras
- Access
- Public
- Created
- Mar 17, 2023
- Updated
- Mar 18, 2023
- SHA
- 49713712
Try a prompt
Model card
From the Hugging Face model README
Model description
NLP model for fake news classification using Roberta pre-trained model
Intended uses & limitations
Fake news classification
Training and evaluation data
Trained on 80% of English fake news classification dataset: https://www.kaggle.com/datasets/sadikaljarif/fake-news-detection-dataset-english
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
| Hyperparameters | Value |
|---|---|
| name | Adam |
| clipnorm | 0.8 |
| learning_rate | 2.9999999242136255e-05 |
| decay | 0.025 |
| beta_1 | 0.8999999761581421 |
| beta_2 | 0.9990000128746033 |
| epsilon | 9e-09 |
| amsgrad | False |
| training_precision | float32 |
Model Plot
<details> <summary>View Model Plot</summary>
- Task
- Text Classification
- Library
- keras
- Languages
- en
- Created
- Mar 17, 2023
- Updated
- Mar 18, 2023