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ConnyGenz/artificially-natural-roberta-02

sourceHugging Facemitupdated 3y agoView on Hugging Face
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Model Card

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artificially-natural-roberta-02

This model is a fine-tuned version of ConnyGenz/artificially-natural-roberta-01 on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.0516
  • —F1: 0.993

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: linear
  • —num_epochs: 3

Training results

Training LossEpochStepValidation LossF1
No log1.02500.05460.989
0.02272.05000.04900.992
0.02273.07500.05160.993

Framework versions

  • —Transformers 4.35.2
  • —Pytorch 2.1.0+cu121
  • —Datasets 2.16.1
  • —Tokenizers 0.15.1