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layoutlmv3-finetuned-cord_100 – AI Model by AnnasBlackHat | AlphaNeural AI
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AnnasBlackHat
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layoutlmv3-finetuned-cord_100
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transformers
pytorch
tensorboard
layoutlmv3
token-classification
generated_from_trainer
cord
cc-by-nc-sa-4.0
autotrain_compatible
endpoints_compatible
us
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layoutlmv3-finetuned-cord_100
This model is a fine-tuned version of
microsoft/layoutlmv3-base
on the cord dataset.
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:
learning_rate: 1e-05
train_batch_size: 5
eval_batch_size: 5
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3.0
Training results
Training Loss
Epoch
Step
Validation Loss
Precision
Recall
F1
Accuracy
No log
1.56
250
1.2530
0.6181
0.7171
0.6639
0.7402
Framework versions
Transformers 4.26.0.dev0
Pytorch 1.11.0+cpu
Datasets 2.2.2
Tokenizers 0.12.1
