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muhtasham/tiny-mlm-conll2003-custom-tokenizer

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

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tiny-mlm-conll2003-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: 8.1970

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
8.77110.45008.2017
7.9060.810008.2225
7.6241.215008.2599
7.62111.620008.1522
7.53262.025008.2452
7.49052.430008.1748
7.42462.835008.1970

Framework versions

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