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amitjohn007/
second-mobil-bert-finetuned-squad

Name: second-mobil-bert-finetuned-squad
Availability: InStock

transformers

mobilebert

question-answering

generated_from_keras_callback

mit

endpoints_compatible

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amitjohn007/second-mobil-bert-finetuned-squad

This model is a fine-tuned version of csarron/mobilebert-uncased-squad-v2 on an unknown dataset. It achieves the following results on the evaluation set:

Train Loss: 0.4587
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': 'PolynomialDecay', 'config': {'initial_learning_rate': 2e-05, 'decay_steps': 16599, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}}, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False, 'weight_decay_rate': 0.01}
training_precision: mixed_float16

Training results

Train Loss	Epoch
0.6441	0
0.5349	1
0.4587	2

Framework versions

Transformers 4.24.0
TensorFlow 2.9.2
Datasets 2.7.0
Tokenizers 0.13.2