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3epoch-1warmup-0.1decay – AI Model by ajdowney | AlphaNeural AI
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ajdowney
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3epoch-1warmup-0.1decay
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transformers
tf
bert
token-classification
generated_from_keras_callback
apache-2.0
autotrain_compatible
endpoints_compatible
us
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ajdowney/3epoch-1warmup-0.1decay
This model is a fine-tuned version of
bert-base-cased
on an unknown dataset. It achieves the following results on the evaluation set:
Train Loss: 0.2933
Validation Loss: 0.7097
Epoch: 2
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': 'AdamWeightDecay', 'learning_rate': {'class_name': 'WarmUp', 'config': {'initial_learning_rate': 2e-05, 'decay_schedule_fn': {'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 2e-05, 'decay_steps': 257, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}, '
passive_serialization
': True}, 'warmup_steps': 1, 'power': 1.0, 'name': None}}, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False, 'weight_decay_rate': 0.1}
training_precision: mixed_float16
Training results
Train Loss
Validation Loss
Epoch
0.4863
0.6130
0
0.3848
0.6046
1
0.2933
0.7097
2
Framework versions
Transformers 4.23.1
TensorFlow 2.10.0
Datasets 2.6.1
Tokenizers 0.13.1
