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yidi-huang/
bert-finetuned-ner-lieu

Name: bert-finetuned-ner-lieu
Availability: InStock

transformers

bert

token-classification

generated_from_keras_callback

dbmdz/bert-base-french-europeana-cased

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yidi-huang/bert-finetuned-ner-lieu

This model is a fine-tuned version of dbmdz/bert-base-french-europeana-cased on an unknown dataset. It achieves the following results on the evaluation set:

Train Loss: 0.0023
Epoch: 16

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': {'module': 'keras.optimizers.schedules', 'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 2e-05, 'decay_steps': 47400, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}, 'registered_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: float32

Training results

Train Loss	Epoch
0.2157	0
0.0923	1
0.0492	2
0.0331	3
0.0224	4
0.0161	5
0.0137	6
0.0102	7
0.0082	8
0.0078	9
0.0064	10
0.0052	11
0.0046	12
0.0037	13
0.0041	14
0.0038	15
0.0023	16

Framework versions

Transformers 4.40.2
TensorFlow 2.15.0
Datasets 2.19.1
Tokenizers 0.19.1