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muhtasham/small-mlm-squad-custom-tokenizer

sourceHugging Faceapache-2.0updated 3y agoView on Hugging Face
1likes33downloads
Model Card

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small-mlm-squad-plain_text-custom-tokenizer

This model is a fine-tuned version of google/bert_uncased_L-4_H-512_A-8 on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 6.8251

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
6.55810.45006.9007
5.660.810006.8893
5.39421.215006.6270
5.12491.620006.7435
5.1022.025006.6234
4.90162.430006.7771
4.99552.835006.8320
4.90363.240006.8251

Framework versions

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