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LayoutLMv3_maveriq_tobacco3482_2023-07-04 – AI Model by jordyvl | AlphaNeural AI
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LayoutLMv3_maveriq_tobacco3482_2023-07-04
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transformers
pytorch
layoutlmv3
text-classification
generated_from_trainer
cc-by-nc-sa-4.0
autotrain_compatible
endpoints_compatible
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LayoutLMv3_maveriq_tobacco3482_2023-07-04
This model is a fine-tuned version of
microsoft/layoutlmv3-base
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 1.9452
Accuracy: 0.28
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: 2e-05
train_batch_size: 8
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 32
total_train_batch_size: 256
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
No log
0.96
3
2.1539
0.28
No log
1.96
6
2.0282
0.275
No log
2.96
9
2.0001
0.265
No log
3.96
12
1.9591
0.265
No log
4.96
15
1.9452
0.28
Framework versions
Transformers 4.26.1
Pytorch 1.13.1.post200
Datasets 2.9.0
Tokenizers 0.13.2
