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muhtasham/small-mlm-glue-stsb-from-scratch-custom-tokenizer-expand-vocab

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

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small-mlm-glue-stsb-from-scratch-custom-tokenizer-expand-vocab

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: 5.8182

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
7.9290.75006.7432
6.81641.3910006.4671
6.52782.0915006.3719
6.30882.7820006.2202
6.30323.4825005.9957
6.19764.1730006.0049
6.05794.8735005.9357
6.05495.5640005.9458
5.93566.2645005.8563
5.95066.9550005.8182

Framework versions

  • —Transformers 4.27.0.dev0
  • —Pytorch 1.13.1+cu116
  • —Datasets 2.9.1.dev0
  • —Tokenizers 0.13.2