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qa_model_tutorial – AI Model by djbirdsall | AlphaNeural AI
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djbirdsall
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qa_model_tutorial
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transformers
tf
distilbert
question-answering
generated_from_keras_callback
endpoints_compatible
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djbirdsall/qa_model_tutorial
This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:
Train Loss: 0.1600
Validation Loss: 0.2981
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': {'module': 'keras.optimizers.schedules', 'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 2e-05, 'decay_steps': 500, '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
Epoch
0.3535
0.2939
0
0.2024
0.2981
1
0.1649
0.2981
2
0.1575
0.2981
3
0.1600
0.2981
4
Framework versions
Transformers 4.35.2
TensorFlow 2.15.0
Datasets 2.15.0
Tokenizers 0.15.0
