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ksabeh/distilbert-base-uncased-mlm-electronics

sourceHugging Faceapache-2.0updated 4y agoView on Hugging Face
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ksabeh/distilbert-base-uncased-mlm-electronics

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

  • —Train Loss: 2.1782
  • —Validation Loss: 2.0887
  • —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': 'AdamWeightDecay', 'learningrate': 2e-05, 'decay': 0.0, 'beta1': 0.9, 'beta2': 0.999, 'epsilon': 1e-07, 'amsgrad': False, 'weightdecay_rate': 0.01}
  • —training_precision: float32

Training results

Train LossValidation LossEpoch
2.34552.24110
2.25612.14961
2.17822.08872

Framework versions

  • —Transformers 4.18.0
  • —TensorFlow 2.6.3
  • —Datasets 2.1.0
  • —Tokenizers 0.12.1