CoolFace
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kearney/office-character

sourceHugging Faceapache-2.0updated 3y agoView on Hugging Face
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Model Card

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office-character

This model is a fine-tuned version of distilbert-base-uncased on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 2.4745
  • Accuracy: 0.1565
  • F1: 0.1477

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: 20
  • evalbatchsize: 20
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lrschedulertype: linear
  • num_epochs: 2.0

Training results

Training LossEpochStepValidation LossAccuracyF1
2.56760.261002.58030.07740.0111
2.55310.512002.51760.12520.0967
2.50320.773002.49140.13220.1155
2.42911.034002.47090.13910.1223
2.29831.285002.46800.15040.1415
2.24391.546002.47740.14780.1415
2.18671.797002.47450.15650.1477

Framework versions

  • Transformers 4.32.1
  • Pytorch 2.0.1
  • Datasets 2.14.4
  • Tokenizers 0.13.3