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jjjj-j/distilbert-base-uncased-response-finetuned-cola

sourceHugging Faceapache-2.0updated 4y agoView on Hugging Face
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Model Card

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distilbert-base-uncased-response-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: 0.9774
  • —Matthews Correlation: 0.3330

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: 10

Training results

Training LossEpochStepValidation LossMatthews Correlation
No log1.0231.06620.0
No log2.0461.01750.0
No log3.0691.00010.0
No log4.0920.98520.1196
No log5.01150.98360.2326
No log6.01380.96800.1808
No log7.01610.97740.3330
No log8.01840.97860.2881
No log9.02070.99740.2235
No log10.02300.99570.2031

Framework versions

  • —Transformers 4.24.0
  • —Pytorch 1.12.1+cu113
  • —Datasets 2.6.1
  • —Tokenizers 0.13.2