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

sourceHugging Faceupdated 4y agoView on Hugging Face
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Model Card

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

This model is a fine-tuned version of [](https://huggingface.co/) on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 6.2646

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 Loss
8.26490.475007.5102
7.05020.9410006.8533
6.58341.415006.7023
6.30771.8720006.6566
6.17062.3425006.4929
6.1282.813000nan
6.11353.2735006.3916
5.9643.7440006.2980
5.9674.2145006.2670
5.9014.6850006.2646

Framework versions

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