CoolFace
Modelpublic

takanami12/fine-tuning_BARTPho

sourceHugging Facemitupdated 2y agoView on Hugging Face
0likes24downloads
Model Card

<!-- This model card has been generated automatically according to the information the Trainer had access to. You should probably proofread and complete it, then remove this comment. -->

fine-tuning_BARTPho

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

  • —Loss: 1.1876
  • —Accuracy: 0.014
  • —F1: 0.0011

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: 1e-05
  • —trainbatchsize: 16
  • —evalbatchsize: 16
  • —seed: 42
  • —optimizer: Use adamwtorch with betas=(0.9,0.999) and epsilon=1e-08 and optimizerargs=No additional optimizer arguments
  • —lrschedulertype: linear
  • —num_epochs: 10

Training results

Training LossEpochStepValidation LossAccuracyF1
3.72021.01251.38400.0160.0018
1.32872.02501.25170.0140.0011
1.24513.03751.21970.0160.0015
1.20594.05001.20770.0140.0011
1.1055.06251.20530.0140.0011
1.10546.07501.18930.0180.0015
1.12077.08751.18810.0220.0045
1.10118.010001.18570.0160.0025
1.05789.011251.18770.0160.0031
1.083610.012501.18760.0140.0011

Framework versions

  • —Transformers 4.46.3
  • —Pytorch 2.4.0
  • —Datasets 3.1.0
  • —Tokenizers 0.20.3