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

sourceHugging Faceupdated 4y agoView on Hugging Face
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Model Card

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small-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: 5.6550

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
6.82120.475006.2788
6.1160.9410006.1923
5.96051.415006.1613
5.71161.8720006.1499
5.62332.3425006.0771
5.59252.813000nan
5.5473.2735005.9853
5.37113.7440005.7912
5.32944.2145005.7309
5.21424.6850005.6550

Framework versions

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