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bert-base-turkish-cased-sentiment_v0 – AI Model by basakdemirok | AlphaNeural AI
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basakdemirok
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bert-base-turkish-cased-sentiment_v0
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0
tf
tensorboard
bert
generated_from_keras_callback
dbmdz/bert-base-turkish-cased
finetune
mit
us
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basakdemirok/bert-base-turkish-cased-sentiment_v0
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: 0.0587
Validation Loss: 0.2578
Train F1: 0.9294
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': 2040, '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
0.2916
0.2178
0.9192
0
0.1484
0.2003
0.9219
1
0.0924
0.2614
0.9303
2
0.0587
0.2578
0.9294
3
Framework versions
Transformers 4.41.2
TensorFlow 2.13.1
Datasets 2.4.0
Tokenizers 0.19.1
