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tgieruc/Heritage-in-the-Digital-Age

sourceHugging Faceapache-2.0updated 4y 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 None dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.1797
  • —Matthews Correlation: 0.8587

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: 6.627434667917962e-05
  • —trainbatchsize: 16
  • —evalbatchsize: 16
  • —seed: 32
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 4

Training results

Training LossEpochStepValidation LossMatthews Correlation
No log1.01830.40530.6878
No log2.03660.34940.7153
0.40513.05490.23120.8267
0.40514.07320.17970.8587

Framework versions

  • —Transformers 4.25.1
  • —Pytorch 1.13.0+cu116
  • —Datasets 2.8.0
  • —Tokenizers 0.13.2