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layoutlm-funsd-tf – AI Model by pr28416 | AlphaNeural AI
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pr28416
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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: 0.2400
Validation Loss: 0.6581
Epoch: 7
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
1.7416
1.4933
0
1.2494
0.9719
1
0.8035
0.7523
2
0.5954
0.6298
3
0.4596
0.6250
4
0.3674
0.6055
5
0.2889
0.6418
6
0.2400
0.6581
7
Framework versions
Transformers 4.36.2
TensorFlow 2.15.0
Datasets 2.16.1
Tokenizers 0.15.0
