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patchingfailed/distilbert-base-uncased-finetuned-cola

sourceHugging Faceapache-2.0updated 3y agoView on Hugging Face
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Model Card

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distilbert-base-uncased-finetuned-cola

This model is a fine-tuned version of distilbert-base-uncased on the glue dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.7652
  • —Matthews Correlation: 0.5226

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
0.52321.05350.47020.4412
0.34852.010700.47900.5163
0.23923.016050.64660.5169
0.16824.021400.76520.5226
0.12495.026750.87490.5192

Framework versions

  • —Transformers 4.33.3
  • —Pytorch 2.0.1+cu118
  • —Datasets 2.14.5
  • —Tokenizers 0.13.3