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PolizzeDonut-SoloPDF-5Epochs-300imgs – AI Model by tedad09 | AlphaNeural AI
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tedad09
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PolizzeDonut-SoloPDF-5Epochs-300imgs
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transformers
safetensors
vision-encoder-decoder
image-to-text
generated_from_trainer
imagefolder
naver-clova-ix/donut-base
finetune
mit
endpoints_compatible
us
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PolizzeDonut-SoloPDF-5Epochs-300imgs
This model is a fine-tuned version of
naver-clova-ix/donut-base
on the imagefolder dataset. It achieves the following results on the evaluation set:
Loss: 0.4004
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: 2
eval_batch_size: 2
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
1.7866
1.0
150
0.7007
0.7028
2.0
300
0.4836
0.5037
3.0
450
0.4295
0.433
4.0
600
0.4041
0.3773
5.0
750
0.4004
Framework versions
Transformers 4.38.2
Pytorch 2.2.1+cu121
Datasets 2.18.0
Tokenizers 0.15.2
