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hmart824/layoutlmv3-finetuned-ubiai-dataset-invoice-2

sourceHugging Facecc-by-nc-sa-4.0updated 2y agoView on Hugging Face
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Model Card

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layoutlmv3-finetuned-ubiai-dataset-invoice-2

This model is a fine-tuned version of microsoft/layoutlmv3-base on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.7531

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: 5e-05
  • —trainbatchsize: 8
  • —evalbatchsize: 8
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 3

Training results

Training LossEpochStepValidation Loss
1.7711.0121.0200
0.96572.0240.8019
0.77943.0360.7531

Framework versions

  • —Transformers 4.44.2
  • —Pytorch 2.4.1+cu121
  • —Datasets 3.0.1
  • —Tokenizers 0.19.1