basakdemirok/bert-base-turkish-cased-subjectivity_checkthat_v03

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: 0.0776
  • Validation Loss: 0.3862
  • Train F1: 0.8449
  • 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': 396, '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
0.6205 0.4505 0.7442 0
0.3567 0.3813 0.8268 1
0.1624 0.3416 0.8473 2
0.0776 0.3862 0.8449 3

Framework versions

  • Transformers 4.41.2
  • TensorFlow 2.13.1
  • Datasets 2.4.0
  • Tokenizers 0.19.1
Downloads last month
13
Inference API
Unable to determine this model's library. Check the docs .

Model tree for basakdemirok/bert-base-turkish-cased-subjectivity_checkthat_v03

Finetuned
(97)
this model