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rizvi-rahil786/electra-bert-base-canadaWildfire

sourceHugging Faceapache-2.0updated 3y agoView on Hugging Face
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Model Card

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electra-bert-base-canadaWildfire

This model is a fine-tuned version of bhadresh-savani/electra-base-emotion on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.4474

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: 5e-05
  • trainbatchsize: 8
  • evalbatchsize: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lrschedulertype: linear
  • lrschedulerwarmup_steps: 500
  • num_epochs: 2

Training results

Training LossEpochStepValidation Loss
0.68151.030080.5991
0.44782.060160.4474

Framework versions

  • Transformers 4.38.2
  • Pytorch 2.2.1+cu121
  • Datasets 2.18.0
  • Tokenizers 0.15.2