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Gregorig/roberta-large-finetuned-t_generic

sourceHugging Facemitupdated 2y agoView on Hugging Face
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roberta-large-finetuned-t_generic

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

  • Loss: 0.7063
  • Accuracy: 0.985
  • F1: 0.9847

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
0.44681.0510.40950.9850.9847
0.2082.01020.55830.980.98
0.03933.01530.70630.9850.9847

Framework versions

  • Transformers 4.41.2
  • Pytorch 2.3.0+cu121
  • Tokenizers 0.19.1