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christopheparisse/complexity_90mChildCorpora_model

sourceHugging Facemitupdated 3y agoView on Hugging Face
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Model Card

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complexity90mChildCorporamodel

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

  • Train Loss: 0.1001
  • Validation Loss: 0.0943
  • Train Accuracy: 0.9661
  • Epoch: 2

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', 'learningrate': {'module': 'keras.optimizers.schedules', 'classname': 'PolynomialDecay', 'config': {'initiallearningrate': 2e-05, 'decaysteps': 196040, 'endlearningrate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}, 'registeredname': None}, 'decay': 0.0, 'beta1': 0.9, 'beta2': 0.999, 'epsilon': 1e-08, 'amsgrad': False}
  • training_precision: float32

Training results

Train LossValidation LossTrain AccuracyEpoch
0.11750.11540.96610
0.10090.09630.96611
0.10010.09430.96612

Framework versions

  • Transformers 4.36.0
  • TensorFlow 2.13.1
  • Datasets 2.15.0
  • Tokenizers 0.15.0