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Ponyyyy/language-modeling-model

sourceHugging Faceupdated 2y agoView on Hugging Face
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Model Card

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language-modeling-model

This model is a fine-tuned version of huawei-noah/TinyBERT_General_4L_312D on the eli5_category dataset. It achieves the following results on the evaluation set:

  • Loss: 1.0978

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: 2e-05
  • trainbatchsize: 8
  • evalbatchsize: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lrschedulertype: linear
  • num_epochs: 3.0

Training results

Training LossEpochStepValidation Loss
1.97681.05771.4165
1.52772.011541.1664
1.32893.017311.0978

Framework versions

  • Transformers 4.40.0
  • Pytorch 2.2.1+cu121
  • Datasets 2.19.0
  • Tokenizers 0.19.1