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KarelDO/gpt2.CEBaB_confounding.observational.absa.5-class.seed_43

sourceHugging Facemitupdated 4y agoView on Hugging Face
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Model Card

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gpt2.CEBaBconfounding.observational.absa.5-class.seed43

This model is a fine-tuned version of gpt2 on the OpenTable OPENTABLE-ABSA dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.5130
  • —Accuracy: 0.8262
  • —Macro-f1: 0.8221
  • —Weighted-macro-f1: 0.8266

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: 32
  • —evalbatchsize: 32
  • —seed: 43
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 5.0

Training results

Framework versions

  • —Transformers 4.18.0
  • —Pytorch 1.10.2+cu102
  • —Datasets 2.5.2
  • —Tokenizers 0.12.1