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muhtasham/tiny-mlm-glue-cola-custom-tokenizer-target-glue-cola

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

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

  • —Loss: 0.7759
  • —Matthews Correlation: 0.0718

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
  • —num_epochs: 200

Training results

Training LossEpochStepValidation LossMatthews Correlation
0.60881.875000.61800.0
0.59683.7310000.6118-0.0207
0.56835.615000.62590.0868
0.53627.4620000.65510.0556
0.50829.3325000.69180.1167
0.485911.1930000.71170.0947
0.46313.0635000.75090.0464
0.44214.9340000.77590.0718

Framework versions

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