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transformers-summ-peeyush

This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:

  • Train Loss: 0.9960
  • Validation Loss: 0.7165
  • Train Rouge1: 78.2547
  • Train Rouge2: 69.2830
  • Train Rougel: 76.0651
  • Train Rougelsum: 76.2221
  • Train Gen Len: 18.9355
  • Epoch: 0

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:

  • optimizer: {'name': 'Adam', 'learning_rate': 0.001, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}
  • training_precision: float32

Training results

Train Loss Validation Loss Train Rouge1 Train Rouge2 Train Rougel Train Rougelsum Train Gen Len Epoch
0.9960 0.7165 78.2547 69.2830 76.0651 76.2221 18.9355 0

Framework versions

  • Transformers 4.42.4
  • TensorFlow 2.17.0
  • Datasets 2.20.0
  • Tokenizers 0.19.1
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