Beta
Explore
Marketplace
Neural Labs
Playground
Wallet
Docs
arabic-offensive-comment-model – AI Model by nassga | AlphaNeural AI
You can deploy this model and start earning money today!
nassga
/
arabic-offensive-comment-model
like
0
transformers
pytorch
bert
text-classification
generated_from_trainer
autotrain_compatible
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
arabic-offensive-comment-model
This model is a fine-tuned version of
aubmindlab/bert-base-arabertv02-twitter
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.2989
Accuracy: 0.9167
F1: 0.8197
Precision: 0.8507
Recall: 0.7959
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
learning_rate: 2e-05
train_batch_size: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
F1
Precision
Recall
0.3048
1.0
675
0.2989
0.9167
0.8197
0.8507
0.7959
0.1519
2.0
1350
0.4141
0.915
0.8341
0.8268
0.8420
0.0398
3.0
2025
0.5259
0.9033
0.8105
0.8049
0.8163
Framework versions
Transformers 4.28.0
Pytorch 2.0.1+cu118
Datasets 2.12.0
Tokenizers 0.13.3
