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ksabeh/albert-base-v2-attribute-correction-mlm

sourceHugging Faceapache-2.0updated 4y agoView on Hugging Face
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Model Card

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ksabeh/albert-base-v2-mlm-electronics-attribute-correction

This model is a fine-tuned version of ksabeh/albert-base-v2-mlm-electronics on an unknown dataset. It achieves the following results on the evaluation set:

  • —Train Loss: 0.0541
  • —Validation Loss: 0.0570
  • —Epoch: 1

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': {'classname': 'PolynomialDecay', 'config': {'initiallearningrate': 2e-05, 'decaysteps': 36852, 'endlearningrate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}}, 'decay': 0.0, 'beta1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False}
  • —training_precision: float32

Training results

Train LossValidation LossEpoch
0.13640.07430
0.05410.05701

Framework versions

  • —Transformers 4.18.0
  • —TensorFlow 2.6.4
  • —Datasets 2.1.0
  • —Tokenizers 0.12.1