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keefezowie/my_awesome_model

sourceHugging Faceupdated 3y agoView on Hugging Face
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Model Card

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myawesomemodel

This model is a fine-tuned version of keefezowie/my_awesome_model on the emotion dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.7587
  • —Accuracy: 0.8295

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: 16
  • —evalbatchsize: 32
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 500
  • —num_epochs: 10

Training results

Training LossEpochStepValidation LossAccuracy
1.37111.010001.13350.5795
0.75162.020000.62390.8065
0.50613.030000.55230.823
0.43814.040000.58570.8245
0.36375.050000.56610.839
0.32876.060000.56620.839
0.2967.070000.64370.835
0.268.080000.68750.831
0.23449.090000.72390.8255
0.198910.0100000.75870.8295

Framework versions

  • —Transformers 4.35.0
  • —Pytorch 2.0.0
  • —Datasets 2.1.0
  • —Tokenizers 0.14.1