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gchhablani/fnet-large-finetuned-cola

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

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fnet-large-finetuned-cola

This model is a fine-tuned version of google/fnet-large on the GLUE COLA dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.6243
  • —Matthews Correlation: 0.0

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: 1e-05
  • —trainbatchsize: 4
  • —evalbatchsize: 8
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 3.0

Training results

Training LossEpochStepValidation LossMatthews Correlation
0.61951.021380.65270.0
0.61682.042760.62590.0
0.6163.064140.62430.0

Framework versions

  • —Transformers 4.11.0.dev0
  • —Pytorch 1.9.0
  • —Datasets 1.12.1
  • —Tokenizers 0.10.3