donut-base-ISynHMP

This model is a fine-tuned version of naver-clova-ix/donut-base on the imagefolder dataset.

Model description

Fine_tuned Donut_Model for Document Parsing task on ISynGen_HMP Dataset

Intended uses & limitations

More information needed

Training and evaluation data

ISynGen_HMP - private Handwritten Medical Prescription dataset.

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 2e-05
• train_batch_size: 2
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 20

Training results

Framework versions

• Transformers 4.32.0.dev0
• Pytorch 2.0.1+cu117
• Datasets 2.14.4
• Tokenizers 0.13.3