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hunggggg/bert_mini_cosmetic

sourceHugging Facemitupdated 3y agoView on Hugging Face
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Model Card

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bertminicosmetic

This model is a fine-tuned version of prajjwal1/bert-mini on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.3512
  • —Accuracy: 0.9083

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: 64
  • —evalbatchsize: 64
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 5

Training results

Training LossEpochStepValidation LossAccuracy
No log1.01200.73870.8848
No log2.02400.46990.9047
No log3.03600.38820.9041
No log4.04800.35980.9078
0.63395.06000.35120.9083

Framework versions

  • —Transformers 4.32.1
  • —Pytorch 2.0.1+cu117
  • —Datasets 2.14.4
  • —Tokenizers 0.13.3