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xinyixiuxiu/albert-base-v2-SST2-incremental_pre_training

sourceHugging Faceupdated 3y agoView on Hugging Face
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Model Card

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xinyixiuxiu/albert-base-v2-SST2-incrementalpretraining

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

  • Train Loss: 0.1124
  • Train Accuracy: 0.9606
  • Validation Loss: 0.2290
  • Validation Accuracy: 0.9106
  • 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': 1e-05, 'decay': 0.0, 'beta1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}
  • training_precision: float32

Training results

Train LossTrain AccuracyValidation LossValidation AccuracyEpoch
0.27930.88410.22090.91970
0.15140.94490.22520.90941
0.11240.96060.22900.91062

Framework versions

  • Transformers 4.28.1
  • TensorFlow 2.7.0
  • Datasets 2.10.1
  • Tokenizers 0.12.1