CoolFace
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celine98/canine-c-finetuned-sst2

sourceHugging Faceapache-2.0updated 4y agoView on Hugging Face
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Model Card

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canine-c-finetuned-sst2

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

  • Loss: 0.6025
  • Accuracy: 0.8486

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: 4.9121586874695155e-05
  • trainbatchsize: 32
  • evalbatchsize: 16
  • seed: 8
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lrschedulertype: linear
  • num_epochs: 4

Training results

Training LossEpochStepValidation LossAccuracy
0.34151.021050.41960.8280
0.22652.042100.49240.8211
0.14393.063150.57260.8337
0.09744.084200.60250.8486

Framework versions

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