ArabicNewSplits_FineTuningAraBERT_noAug_task3_organization_fold0 – AI Model by MayBashendy | AlphaNeural AI

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MayBashendy/
ArabicNewSplits_FineTuningAraBERT_noAug_task3_organization_fold0

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text-classification

generated_from_trainer

aubmindlab/bert-base-arabertv02

autotrain_compatible

endpoints_compatible

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ArabicNewSplits_FineTuningAraBERT_noAug_task3_organization_fold0

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: 0.8540
Qwk: -0.0298
Mse: 0.8540
Rmse: 0.9241

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: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	2.0	2	4.1528	0.0121	4.1528	2.0378
No log	4.0	4	2.4219	-0.0532	2.4219	1.5562
No log	6.0	6	1.4104	-0.0410	1.4104	1.1876
No log	8.0	8	1.0064	-0.0392	1.0064	1.0032
No log	10.0	10	0.8540	-0.0298	0.8540	0.9241

Framework versions

Transformers 4.44.2
Pytorch 2.4.0+cu118
Datasets 2.21.0
Tokenizers 0.19.1