CoolFace
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kevintf/AIA_B_HW1

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

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AIABHW1

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: 0.7819
  • —Matthews Correlation: 0.5382

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: 2.9425471811084e-05
  • —trainbatchsize: 32
  • —evalbatchsize: 16
  • —seed: 22
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 5

Training results

Training LossEpochStepValidation LossMatthews Correlation
No log1.02680.50900.4244
0.4312.05360.46690.5179
0.4313.08040.55520.5260
0.18924.010720.74170.5158
0.18925.013400.78190.5382

Framework versions

  • —Transformers 4.39.1
  • —Pytorch 2.2.1+cu121
  • —Datasets 2.18.0
  • —Tokenizers 0.15.2