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Khoivudang1209/abte-restaurants-sentiment-distilbert

sourceHugging Faceapache-2.0updated 2y agoView on Hugging Face
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Model Card

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abte-restaurants-sentiment-distilbert

This model is a fine-tuned version of distilbert/distilbert-base-uncased on an unknown dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.5682
  • —Accuracy: 0.8150

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: 128
  • —evalbatchsize: 128
  • —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: 5

Training results

Training LossEpochStepValidation LossAccuracy
0.37461.0290.54590.8034
0.3072.0580.55400.7945
0.28323.0870.55290.8088
0.25424.01160.57650.8105
0.23555.01450.56820.8150

Framework versions

  • —Transformers 4.48.3
  • —Pytorch 2.5.1+cu124
  • —Tokenizers 0.21.0