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reviews_classification – AI Model by Abdelmageed95 | AlphaNeural AI
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Abdelmageed95
/
reviews_classification
like
0
transformers
tf
distilbert
text-classification
generated_from_keras_callback
apache-2.0
autotrain_compatible
endpoints_compatible
us
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Abdelmageed95/reviews_classification
This model is a fine-tuned version of
distilbert-base-uncased
on an unknown dataset. It achieves the following results on the evaluation set:
Train Loss: 0.3316
Validation Loss: 0.9609
Train Accuracy: 0.6930
Epoch: 4
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': {'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 2e-05, 'decay_steps': 6325, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, '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 Accuracy
Epoch
0.8845
0.7600
0.7045
0
0.6736
0.7481
0.7183
1
0.5587
0.7697
0.7136
2
0.4383
0.8380
0.7013
3
0.3316
0.9609
0.6930
4
Framework versions
Transformers 4.26.1
TensorFlow 2.11.0
Datasets 2.10.0
Tokenizers 0.13.2
