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caffsean/gpt2-thai-romanization

sourceHugging Facemitupdated 4y agoView on Hugging Face
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Model Card

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gpt2-thai-romanization

This model is a fine-tuned version of gpt2 on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.9597

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: 32
  • evalbatchsize: 32
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lrschedulertype: linear
  • lrschedulerwarmup_steps: 23741
  • num_epochs: 10

Training results

Training LossEpochStepValidation Loss
1.49611.029681.4161
1.33842.059361.2793
1.20673.089041.1694
1.13074.0118721.0987
1.09655.0148401.0531
1.0456.0178081.0233
1.01797.0207761.0021
0.99028.0237440.9826
0.94059.0267120.9660
0.914510.0296800.9597

Framework versions

  • Transformers 4.26.1
  • Pytorch 1.13.1+cu116
  • Tokenizers 0.13.2