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arabic_tweets_spam_or_ham – AI Model by Abdelkareem | AlphaNeural AI
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Abdelkareem
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arabic_tweets_spam_or_ham
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transformers
pytorch
tensorboard
bert
text-classification
generated_from_trainer
autotrain_compatible
endpoints_compatible
us
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arabic_tweets_spam_or_ham
This model is a fine-tuned version of
aubmindlab/bert-base-arabertv02
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.0189
Accuracy: 0.9966
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: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 2
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
0.0421
1.0
662
0.0107
0.9974
0.0122
2.0
1324
0.0189
0.9966
Framework versions
Transformers 4.30.2
Pytorch 2.0.1+cu118
Datasets 2.13.1
Tokenizers 0.13.3
