CoolFace
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celine98/canine-s-finetuned-sst2

sourceHugging Faceapache-2.0updated 5y agoView on Hugging Face
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Model Card

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canine-s-finetuned-sst2

This model is a fine-tuned version of google/canine-s on the glue dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.5259
  • —Accuracy: 0.8578

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: 5

Training results

Training LossEpochStepValidation LossAccuracy
0.35241.042100.47620.8257
0.23982.084200.41690.8567
0.17973.0126300.52590.8578
0.1524.0168400.59960.8532
0.10265.0210500.66760.8578

Framework versions

  • —Transformers 4.17.0
  • —Pytorch 1.10.0+cu111
  • —Datasets 2.0.0
  • —Tokenizers 0.11.6