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leadawon/jeolla-ko-nmt-v1

sourceHugging Faceupdated 4y agoView on Hugging Face
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Model Card

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jeolla-ko-nmt-v1

This model is a fine-tuned version of [](https://huggingface.co/) on an unknown dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.1559

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: 24
  • —evalbatchsize: 24
  • —seed: 42
  • —gradientaccumulationsteps: 4
  • —totaltrainbatch_size: 96
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —lrschedulerwarmup_ratio: 0.1
  • —num_epochs: 5
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation Loss
0.66611.030170.4137
0.28392.060340.2249
0.19323.090510.1815
0.1444.0120680.1629
0.11595.0150850.1559

Framework versions

  • —Transformers 4.26.0
  • —Pytorch 1.13.1+cu116
  • —Tokenizers 0.13.2