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jonaskoenig/topic_classification_01

sourceHugging Facemitupdated 4y agoView on Hugging Face
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Model Card

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topicclassification01

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: 0.0306
  • —Train Binary Crossentropy: 0.5578
  • —Epoch: 9

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
0.03970.72740
0.03520.63921
0.03390.61422
0.03300.59893
0.03240.58824
0.03190.57995
0.03150.57306
0.03120.56727
0.03090.56238
0.03060.55789

Framework versions

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