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vesteinn/XLMR-ENIS-finetuned-cola

sourceHugging Faceagpl-3.0updated 2y agoView on Hugging Face
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Model Card

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XLMR-ENIS-finetuned-cola

This model is a fine-tuned version of vesteinn/XLMR-ENIS on the glue dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.7311
  • —Matthews Correlation: 0.6306

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: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 5

Training results

Training LossEpochStepValidation LossMatthews Correlation
0.52161.05350.58360.4855
0.35182.010700.44260.5962
0.25383.016050.50910.6110
0.18954.021400.69550.6136
0.16535.026750.73110.6306

Framework versions

  • —Transformers 4.10.3
  • —Pytorch 1.9.0+cu102
  • —Datasets 1.12.1
  • —Tokenizers 0.10.3