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ThuyNT03/CS505-GPT_paraphrase_CSI-PhoBERT

sourceHugging Faceupdated 3y agoView on Hugging Face
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Model Card

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CS505-GPTparaphraseCSI-PhoBERT

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: 0.0006

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: 8
  • —seed: 41
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 15

Training results

Training LossEpochStepValidation Loss
No log1.03560.1610
0.28661.997120.1031
0.1582.9910680.0635
0.1583.9914240.0436
0.09314.9917800.0264
0.05725.9821360.0193
0.05726.9824920.0128
0.03027.9828480.0110
0.02038.9732040.0073
0.01399.9735600.0051
0.013910.9739160.0040
0.011511.9742720.0037
0.008612.9646280.0020
0.008613.9649840.0016
0.005514.9653400.0006

Framework versions

  • —Transformers 4.39.1
  • —Pytorch 2.2.1+cu121
  • —Datasets 2.18.0
  • —Tokenizers 0.15.2