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sauc-abadal-lloret/bert-base-cased-sft-glue-cola

sourceHugging Faceapache-2.0updated 2y agoView on Hugging Face
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Model Card

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bert-base-cased-sft-glue-cola

This model is a fine-tuned version of bert-base-cased on an unknown dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.5034
  • —Matthews Correlation: 0.5983

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: 128
  • —evalbatchsize: 128
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 3

Training results

Training LossEpochStepValidation LossMatthews Correlation
No log000.62210.0
No log1.0670.42340.5303
No log2.01340.44920.5754
No log3.02010.50340.5983

Framework versions

  • —Transformers 4.42.4
  • —Pytorch 2.3.1+cu121
  • —Datasets 2.19.0
  • —Tokenizers 0.19.1