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Shunian/mbti-classification-xlnet-base-cased-augment

sourceHugging Facemitupdated 4y agoView on Hugging Face
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mbti-classification-xlnet-base-cased-augment

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

  • —Loss: 2.2045
  • —Accuracy: 0.2829

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: 16
  • —evalbatchsize: 16
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: cosine
  • —num_epochs: 3

Training results

Training LossEpochStepAccuracyValidation Loss
2.10551.0299000.28842.1344
1.81272.0598000.28302.1479
1.69533.0897002.20450.2829

Framework versions

  • —Transformers 4.25.1
  • —Pytorch 1.12.1+cu116
  • —Datasets 2.7.1
  • —Tokenizers 0.13.2