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fathyshalab/all-roberta-large-v1-credit_cards-6-16-5

sourceHugging Faceapache-2.0updated 4y agoView on Hugging Face
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Model Card

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all-roberta-large-v1-credit_cards-6-16-5

This model is a fine-tuned version of sentence-transformers/all-roberta-large-v1 on an unknown dataset. It achieves the following results on the evaluation set:

  • —Loss: 2.3376
  • —Accuracy: 0.3186

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: 5e-05
  • —trainbatchsize: 48
  • —evalbatchsize: 48
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 5

Training results

Training LossEpochStepValidation LossAccuracy
2.751.012.57690.2389
2.1782.022.48790.2389
1.7693.032.41800.2566
1.47034.042.36570.3097
1.27115.052.33760.3186

Framework versions

  • —Transformers 4.20.0
  • —Pytorch 1.11.0+cu102
  • —Datasets 2.3.2
  • —Tokenizers 0.12.1