ArabicNewSplits_FineTuningAraBERT_noAug_task5_organization_fold0 – AI Model by MayBashendy | AlphaNeural AI

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MayBashendy/
ArabicNewSplits_FineTuningAraBERT_noAug_task5_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_task5_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: 1.1901
Qwk: 0.2697
Mse: 1.1901
Rmse: 1.0909

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	1.9964	0.1135	1.9964	1.4129
No log	4.0	4	1.3526	0.3147	1.3526	1.1630
No log	6.0	6	1.2744	0.2324	1.2744	1.1289
No log	8.0	8	1.1907	0.2172	1.1907	1.0912
No log	10.0	10	1.1901	0.2697	1.1901	1.0909

Framework versions

Transformers 4.44.2
Pytorch 2.4.0+cu118
Datasets 2.21.0
Tokenizers 0.19.1