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invoice_extraction_20240718 – AI Model by michaeljcliao | AlphaNeural AI
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invoice_extraction_20240718
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transformers
safetensors
vision-encoder-decoder
image-to-text
generated_from_trainer
en
imagefolder
naver-clova-ix/donut-base
finetune
mit
endpoints_compatible
us
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Model card
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donut-base-invoice-resize_splitbydate_roc_240401
This model is a fine-tuned version of
naver-clova-ix/donut-base
on the imagefolder dataset.
Model description
More information needed
Intended uses & limitations
For extracting information from invoice of Traditional Chinese language
Training and evaluation data
3871 samples for training
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
learning_rate: 2e-05
train_batch_size: 4
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3
Training results
Framework versions
Transformers 4.38.2
Pytorch 2.2.1+cu121
Datasets 2.14.5
Tokenizers 0.15.2
