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muhtasham/tiny-vanilla-target-glue-cola-linear-probe

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

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tiny-vanilla-target-glue-cola-linear-probe

This model is a fine-tuned version of google/bert_uncased_L-2_H-128_A-2 on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.6182
  • Matthews Correlation: 0.0

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: 3e-05
  • trainbatchsize: 32
  • evalbatchsize: 32
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lrschedulertype: constant
  • training_steps: 5000

Training results

Training LossEpochStepValidation LossMatthews Correlation
0.62191.875000.61940.0
0.60943.7310000.61880.0
0.60865.615000.61830.0
0.60797.4620000.61820.0

Framework versions

  • Transformers 4.26.0.dev0
  • Pytorch 1.13.0+cu116
  • Datasets 2.8.1.dev0
  • Tokenizers 0.13.2