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ThuyNT03/PhoBERT-Final_Mixed-aug_backtranslation-1

sourceHugging Faceupdated 3y agoView on Hugging Face
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PhoBERT-FinalMixed-augbacktranslation-1

This model is a fine-tuned version of vinai/phobert-base-v2 on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 1.1341
  • —Accuracy: 0.74
  • —F1: 0.7394

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: 2e-05
  • —trainbatchsize: 16
  • —evalbatchsize: 16
  • —seed: 41
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 8

Training results

Training LossEpochStepValidation LossAccuracyF1
0.91411.0870.76140.660.6406
0.61312.01740.68050.740.74
0.42673.02610.71920.740.7385
0.29384.03480.83980.70.6989
0.19575.04350.97730.740.7385
0.1586.05221.03640.730.7271
0.10527.06091.11800.730.73
0.09548.06961.13410.740.7394

Framework versions

  • —Transformers 4.33.1
  • —Pytorch 2.0.1+cu118
  • —Datasets 2.14.5
  • —Tokenizers 0.13.3