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jonaskoenig/topic_classification_02

sourceHugging Facemitupdated 4y agoView on Hugging Face
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jonaskoenig/topicclassification02

This model is a fine-tuned version of microsoft/xtremedistil-l6-h256-uncased on an unknown dataset. It achieves the following results on the evaluation set:

  • Train Loss: 0.0189
  • Train Binary Crossentropy: 0.3299
  • Epoch: 5

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': 3e-05, 'decay': 0.0, 'beta1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}
  • training_precision: float32

Training results

Train LossTrain Binary CrossentropyEpoch
0.02500.42290
0.02140.36841
0.02040.35302
0.01980.34333
0.01930.33594
0.01890.32995

Framework versions

  • Transformers 4.20.1
  • TensorFlow 2.9.1
  • Datasets 2.3.2
  • Tokenizers 0.12.1