YSKartal/bert-base-turkish-cased-turkish_offensive_trained_model

This model is a fine-tuned version of dbmdz/bert-base-turkish-cased on offenseval2020_tr dataset. It achieves the following results on the evaluation set:

• Train Loss: 0.0365
• Validation Loss: 0.4846
• Train F1: 0.6993
• 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', 'learning_rate': {'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 2e-05, 'decay_steps': 7936, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}}, 'decay': 0.0, '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
0.3003	0.2664	0.6971	0
0.1866	0.3018	0.6990	1
0.0860	0.3803	0.7032	2
0.0365	0.4846	0.6993	3

Framework versions

• Transformers 4.23.1
• TensorFlow 2.9.2
• Datasets 2.6.1
• Tokenizers 0.13.1