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jonaskoenig/xtremedistil-l6-h256-uncased-go-emotion

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

  • Train Loss: 0.0282
  • Train Binary Crossentropy: 0.4836
  • Epoch: 8

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', 'learning_rate': 3e-05, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}
  • training_precision: float32

Training results

Train Loss Train Binary Crossentropy Epoch
0.0487 0.6401 0
0.0348 0.5925 1
0.0319 0.5393 2
0.0306 0.5168 3
0.0298 0.5045 4
0.0292 0.4970 5
0.0288 0.4916 6
0.0284 0.4878 7
0.0282 0.4836 8

Framework versions

  • Transformers 4.20.1
  • TensorFlow 2.9.1
  • Datasets 2.3.2
  • Tokenizers 0.12.1
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Datasets used to train jonaskoenig/xtremedistil-l6-h256-uncased-go-emotion