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muhtasham/tiny-mlm-squad-custom-tokenizer

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

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tiny-mlm-squad-plain_text-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: 7.3247

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
7.51810.45007.5716
6.46570.810007.5778
6.23361.215007.4653
6.06991.620007.4193
5.9462.025007.2908
5.79812.430007.2710
5.83322.835007.3876
5.7723.240007.3050
5.65133.645007.3247

Framework versions

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