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muhtasham/small-mlm-snli-target-glue-cola

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

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small-mlm-snli-target-glue-cola

This model is a fine-tuned version of muhtasham/small-mlm-snli on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 1.4489
  • —Matthews Correlation: 0.4133

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
0.54181.875000.60510.2796
0.35723.7310000.69150.3452
0.22885.615000.79820.3466
0.16497.4620000.95580.3574
0.12729.3325001.07360.3918
0.105911.1930001.24050.3573
0.095313.0635001.31350.3521
0.077214.9340001.37220.3965
0.065816.7945001.44170.3609
0.060818.6650001.44890.4133

Framework versions

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