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tmnam20/bert-base-multilingual-cased-cola-1

sourceHugging Faceapache-2.0updated 3y agoView on Hugging Face
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bert-base-multilingual-cased-cola-1

This model is a fine-tuned version of bert-base-multilingual-cased on the tmnam20/VieGLUE/COLA dataset. It achieves the following results on the evaluation set:

  • Loss: 0.6256
  • Matthews Correlation: 0.1093

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: 32
  • evalbatchsize: 16
  • seed: 1
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lrschedulertype: linear
  • num_epochs: 3.0

Training results

Training LossEpochStepValidation LossMatthews Correlation
0.60991.875000.60550.0

Framework versions

  • Transformers 4.35.2
  • Pytorch 2.2.0.dev20231203+cu121
  • Datasets 2.15.0
  • Tokenizers 0.15.0