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tessngrace/distilbert-base-uncased-finetuned-cola

sourceHugging Faceapache-2.0updated 9mo 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 an unknown dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.7993
  • —Matthews Correlation: 0.5511

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: Use OptimizerNames.ADAMWTORCHFUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • —lrschedulertype: linear
  • —num_epochs: 5

Training results

Training LossEpochStepValidation LossMatthews Correlation
0.521.05350.45700.4608
0.34822.010700.48310.5207
0.2333.016050.65240.5265
0.17234.021400.73340.5380
0.135.026750.79930.5511

Framework versions

  • —Transformers 4.57.3
  • —Pytorch 2.9.0+cu126
  • —Datasets 2.21.0
  • —Tokenizers 0.22.1