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muhtasham/tiny-mlm-glue-cola-from-scratch-custom-tokenizer-target-glue-rte

sourceHugging Faceupdated 3y agoView on Hugging Face
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Model Card

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tiny-mlm-glue-cola-from-scratch-custom-tokenizer-target-glue-rte

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

  • —Loss: 1.9954
  • —Accuracy: 0.4729

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 LossAccuracy
0.6936.415000.69470.4549
0.624812.8210000.86270.4729
0.460219.2315001.12780.4657
0.348425.6420001.32140.4801
0.259932.0525001.62320.4693
0.205238.4630001.76840.4801
0.166744.8735001.99540.4729

Framework versions

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