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Cleverlytics/offres_classification_bert_promo_classification_new_train_data_v2

sourceHugging Faceupdated 2y agoView on Hugging Face
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offresclassificationbertpromoclassificationnewtraindatav2

This model is a fine-tuned version of SI2M-Lab/DarijaBERT on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.0711

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
  • —trainbatchsize: 16
  • —evalbatchsize: 8
  • —seed: 42
  • —optimizer: Use OptimizerNames.ADAMWTORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizerargs=No additional optimizer arguments
  • —lrschedulertype: linear
  • —num_epochs: 10

Training results

Training LossEpochStepValidation Loss
No log1.02110.1140
No log2.04220.0729
0.2923.06330.0584
0.2924.08440.0479
0.00455.010550.0718
0.00456.012660.0703
0.00457.014770.0687
0.00168.016880.0678
0.00169.018990.0694
0.001610.021100.0711

Framework versions

  • —Transformers 4.50.3
  • —Pytorch 2.6.0+cu124
  • —Datasets 2.21.0
  • —Tokenizers 0.21.1