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muhtasham/small-mlm-glue-mrpc-custom-tokenizer-target-glue-cola

sourceHugging Faceapache-2.0updated 4y agoView on Hugging Face
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small-mlm-glue-mrpc-custom-tokenizer-target-glue-cola

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

  • —Loss: 1.4117
  • —Matthews Correlation: 0.1010

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
0.60581.875000.62700.0464
0.54593.7310000.68100.0510
0.45985.615000.77070.0756
0.37657.4620000.97910.0218
0.31069.3325001.02220.1213
0.255711.1930001.31750.0859
0.210313.0635001.33910.1142
0.173814.9340001.41170.1010

Framework versions

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