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willherbert27/xlnet-finetuned-combo-textbook

sourceHugging Facemitupdated 3y agoView on Hugging Face
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Model Card

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xlnet-finetuned-combo-textbook

This model is a fine-tuned version of xlnet/xlnet-base-cased on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 3.0808

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: 0.0001
  • —trainbatchsize: 8
  • —evalbatchsize: 8
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 10

Training results

Training LossEpochStepValidation Loss
4.2531.049364.0294
3.99962.098723.7778
3.79343.0148083.6649
3.65214.0197443.5187
3.44825.0246803.4388
3.36146.0296163.3667
3.28067.0345523.2489
3.10998.0394883.1831
2.98229.0444243.1453
2.918810.0493603.0808

Framework versions

  • —Transformers 4.38.2
  • —Pytorch 1.13.1+cu116
  • —Datasets 2.18.0
  • —Tokenizers 0.15.2