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muhtasham/tiny-mlm-glue-cola-custom-tokenizer-target-glue-sst2

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

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tiny-mlm-glue-cola-custom-tokenizer-target-glue-sst2

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: 0.4535
  • —Accuracy: 0.7959

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 LossAccuracy
0.67480.245000.64240.6468
0.59960.4810000.55420.7167
0.51720.7115000.50010.7511
0.48350.9520000.46130.7741
0.43661.1925000.46020.7901
0.41271.4330000.43340.8028
0.38941.6635000.45070.7867
0.37321.940000.43050.8154
0.36462.1445000.43690.8085
0.34172.3850000.45890.7947
0.33432.6155000.45350.7959

Framework versions

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