CoolFace
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bella05/hana-32-0.00002

sourceHugging Faceupdated 2y agoView on Hugging Face
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hana-32-0.00002

This model is a fine-tuned version of klue/roberta-large on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 1.1180
  • Accuracy: 0.7223
  • F1: 0.7194

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: 32
  • evalbatchsize: 32
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lrschedulertype: linear
  • num_epochs: 3

Training results

Training LossEpochStepValidation LossAccuracyF1
0.47511.021940.89390.72660.7148
0.34632.043880.96390.72540.7218
0.21823.065821.11800.72230.7194

Framework versions

  • Transformers 4.41.0
  • Pytorch 2.2.2
  • Datasets 2.19.1
  • Tokenizers 0.19.1