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AbdoMamdouh/bert-base-arabertv02-finetuned-sandouq

sourceHugging Faceupdated 1y agoView on Hugging Face
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bert-base-arabertv02-finetuned-sandouq

This model is a fine-tuned version of aubmindlab/bert-base-arabertv02 on an ٍSandouq financial dataset. It achieves the following results on the evaluation set:

  • —Loss: 2.9575

Model description

This is AraBert model which fine-tuned on financial dataset for financial purpous

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
  • —trainbatchsize: 15
  • —evalbatchsize: 15
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: cosine
  • —num_epochs: 8

Training results

Training LossEpochStepValidation Loss
3.38561.03343.2282
3.25552.06683.1496
3.14793.010023.1036
3.08994.013363.0090
3.0255.016703.0105
2.98236.020043.0245
2.98937.023382.9781
2.96148.026722.9572

Framework versions

  • —Transformers 4.30.2
  • —Pytorch 2.0.1+cu118
  • —Datasets 2.13.0
  • —Tokenizers 0.13.3