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layoutlm-funsd-tf – AI Model by rizkyefendri | AlphaNeural AI
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rizkyefendri
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layoutlm-funsd-tf
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transformers
tf
layoutlm
token-classification
generated_from_keras_callback
microsoft/layoutlm-base-uncased
finetune
mit
autotrain_compatible
endpoints_compatible
us
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layoutlm-funsd-tf
This model is a fine-tuned version of
microsoft/layoutlm-base-uncased
on an unknown dataset. It achieves the following results on the evaluation set:
Train Loss: 0.1679
Validation Loss: 0.8176
Epoch: 9
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': 3e-05, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False, 'weight_decay_rate': 0.01}
training_precision: mixed_float16
Training results
Train Loss
Validation Loss
Epoch
1.7048
1.4669
0
1.1586
0.8595
1
0.7649
0.7245
2
0.5608
0.6543
3
0.4477
0.6336
4
0.3699
0.6321
5
0.2943
0.6849
6
0.2402
0.6978
7
0.2048
0.7372
8
0.1679
0.8176
9
Framework versions
Transformers 4.47.0
TensorFlow 2.17.1
Datasets 3.3.1
Tokenizers 0.21.0
