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channudam/khmer-trocr-base-printed

sourceHugging Faceupdated 2y agoView on Hugging Face
2likes37downloads
Model Card

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khmer-trocr-base-printed

This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.0478
  • —Cer: 0.4899

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: 4e-05
  • —trainbatchsize: 8
  • —evalbatchsize: 6
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 4
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossCer
0.06010.487610000.07930.5256
0.04670.975120000.07060.5147
0.02421.462730000.06580.5036
0.02061.950340000.05870.5083
0.01512.437850000.06100.5104
0.01272.925460000.05210.4912
0.00593.413070000.04970.4937
0.00453.900580000.04780.4899

Framework versions

  • —Transformers 4.42.3
  • —Pytorch 2.1.2
  • —Datasets 2.20.0
  • —Tokenizers 0.19.1