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muhtasham/small-mlm-glue-cola-from-scratch-custom-tokenizer-target-glue-cola

sourceHugging Faceupdated 4y agoView on Hugging Face
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small-mlm-glue-cola-from-scratch-custom-tokenizer-target-glue-cola

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

  • —Loss: 1.4495
  • —Matthews Correlation: 0.0818

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
0.60611.875000.61640.0
0.54083.7310000.82110.0968
0.43375.615000.86900.0758
0.36797.4620001.11460.1061
0.31069.3325001.25730.0842
0.274411.1930001.32050.0955
0.236813.0635001.44950.0818

Framework versions

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