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basakdemirok/bert-base-turkish-cased-off_detect_v0_seed42

This model is a fine-tuned version of dbmdz/bert-base-turkish-cased on an unknown dataset. It achieves the following results on the evaluation set:

  • Train Loss: 0.0407
  • Validation Loss: 0.4312
  • Train F1: 0.7031
  • Epoch: 3

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', 'weight_decay': None, 'clipnorm': None, 'global_clipnorm': None, 'clipvalue': None, 'use_ema': False, 'ema_momentum': 0.99, 'ema_overwrite_frequency': None, 'jit_compile': True, 'is_legacy_optimizer': False, 'learning_rate': {'module': 'keras.optimizers.schedules', 'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 2e-05, 'decay_steps': 7488, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}, 'registered_name': None}, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False}
  • training_precision: float32

Training results

Train Loss Validation Loss Train F1 Epoch
0.3093 0.2640 0.6927 0
0.1910 0.2941 0.7072 1
0.0932 0.3690 0.6971 2
0.0407 0.4312 0.7031 3

Framework versions

  • Transformers 4.31.0
  • TensorFlow 2.13.1
  • Datasets 2.4.0
  • Tokenizers 0.13.3
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