Monglish_Arabic_FAQ – AI Model by Ahmedhany216 | AlphaNeural AI

You can deploy this model and start earning money today!

Ahmedhany216/
Monglish_Arabic_FAQ

like

0

text-classification

generated_from_trainer

CAMeL-Lab/bert-base-arabic-camelbert-msa

autotrain_compatible

endpoints_compatible

Views

No views yet

Monglish_Arabic_FAQ

This model is a fine-tuned version of CAMeL-Lab/bert-base-arabic-camelbert-msa on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.0526
Accuracy: 0.9885
F1: 0.9884
Precision: 0.9888
Recall: 0.9885

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: 4
eval_batch_size: 4
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
0.1639	1.0	520	0.3404	0.9577	0.9573	0.9696	0.9577
0.0438	2.0	1040	0.0681	0.9885	0.9886	0.9891	0.9885
0.021	3.0	1560	0.0526	0.9885	0.9884	0.9888	0.9885

Framework versions

Transformers 4.44.2
Pytorch 2.5.0+cu121
Datasets 3.0.2
Tokenizers 0.19.1