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asrulsibaoel/donut-base-stnk-no-address-v3

sourceHugging Faceupdated 3y agoView on Hugging Face
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donut-base-stnk-no-address-v3

This model is a fine-tuned version of squantumengine/donut-base-stnk-no-address-v2 on the imagefolder dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.2116

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
  • —trainbatchsize: 2
  • —evalbatchsize: 8
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 5

Training results

Training LossEpochStepValidation Loss
0.49541.032530.3898
0.35242.065060.2783
0.24983.097590.2342
0.16844.0130120.2177
0.14425.0162650.2116

Framework versions

  • —Transformers 4.31.0
  • —Pytorch 1.13.1+cu117
  • —Datasets 2.14.0
  • —Tokenizers 0.13.3