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tiennvcs/layoutlmv2-base-uncased-finetuned-docvqa

sourceHugging Facecc-by-sa-4.0updated 5y agoView on Hugging Face
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Model Card

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layoutlmv2-base-uncased-finetuned-docvqa

This model is a fine-tuned version of microsoft/layoutlmv2-base-uncased on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 1.1940

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: 250500
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lrschedulertype: linear
  • num_epochs: 2

Training results

Training LossEpochStepValidation Loss
1.4630.2710001.6272
0.94470.5320001.3646
0.77250.830001.2560
0.57621.0640001.3582
0.43821.3350001.2490
0.45151.5960001.1860
0.3831.8670001.1940

Framework versions

  • Transformers 4.12.2
  • Pytorch 1.8.0+cu101
  • Datasets 1.14.0
  • Tokenizers 0.10.3