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bert-turkish-from-scratch-3

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

  • Train Loss: 0.1112
  • Train Accuracy: 0.9853
  • 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': 'LAMB', 'learning_rate': 0.001, 'weight_decay': 0.0, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-06, 'exclude_from_weight_decay': None, 'exclude_from_layer_adaptation': None}
  • training_precision: float32

Training results

Train Loss Train Accuracy Epoch
0.5533 0.9384 0
0.2784 0.9611 1
0.1598 0.9801 2
0.1423 0.9827 3
0.1348 0.9838 4
0.1292 0.9841 5
0.1238 0.9844 6
0.1186 0.9848 7
0.1145 0.9851 8
0.1112 0.9853 9

Framework versions

  • Transformers 4.26.0.dev0
  • TensorFlow 2.12.0-dev20221226
  • Datasets 2.8.0
  • Tokenizers 0.13.2
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