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

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

This model is a fine-tuned version of google/bert_uncased_L-2_H-128_A-2 on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: nan

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 Loss
7.25750.475006.4792
6.41450.9410006.4699
6.22521.415006.5489
6.04131.8720006.3427
5.83942.3425006.2134
5.8252.813000nan
5.80713.2735006.1627
5.66013.7440006.0835
5.6864.2145006.0319
5.60294.6850005.9500
5.52365.1455005.9621
5.5865.6160005.8955
5.55826.0865006.0435
5.4126.5570006.0175
5.3977.027500nan

Framework versions

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