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jonaskoenig/topic_classification_03

sourceHugging Facemitupdated 4y agoView on Hugging Face
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Model Card

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topicclassification03

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: 1.0459
  • Train Sparse Categorical Accuracy: 0.6535
  • Validation Loss: 1.1181
  • Validation Sparse Categorical Accuracy: 0.6354
  • 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': 5e-05, 'decay': 0.0, 'beta1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}
  • training_precision: float32

Training results

Train LossTrain Sparse Categorical AccuracyValidation LossValidation Sparse Categorical AccuracyEpoch
1.27100.58381.16830.61560
1.15460.61931.13760.62591
1.11630.63141.12470.62922
1.08880.64001.12530.63233
1.06620.64731.11820.63444
1.04590.65351.11810.63545

Framework versions

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