metadata

license: mit
base_model: dbmdz/bert-base-turkish-cased
tags:
  - generated_from_keras_callback
model-index:
  - name: basakdemirok/bert-base-turkish-cased-off_detect_v0random_seed42
    results: []

basakdemirok/bert-base-turkish-cased-off_detect_v0random_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: 0.0154
Validation Loss: 0.6323
Train F1: 0.6613
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': 14984, '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
0.2822	0.2707	0.7011	0
0.1318	0.3352	0.7138	1
0.0419	0.5415	0.6709	2
0.0154	0.6323	0.6613	3

Framework versions

Transformers 4.31.0
TensorFlow 2.13.1
Datasets 2.4.0
Tokenizers 0.13.3