muhtasham / tiny-vanilla-target-glue-cola

huggingface.co
Total runs: 19
24-hour runs: 0
7-day runs: 1
30-day runs: 9
Model's Last Updated: January 08 2023
text-classification

Introduction of tiny-vanilla-target-glue-cola

Model Details of tiny-vanilla-target-glue-cola

tiny-vanilla-target-glue-cola

This model is a fine-tuned version of google/bert_uncased_L-2_H-128_A-2 on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.8745
  • Matthews Correlation: 0.0651
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: 3e-05
  • train_batch_size: 32
  • eval_batch_size: 32
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: constant
  • num_epochs: 200
Training results
Training Loss Epoch Step Validation Loss Matthews Correlation
0.6124 1.87 500 0.6204 0.0
0.603 3.73 1000 0.6181 0.0
0.5927 5.6 1500 0.6231 0.0194
0.5707 7.46 2000 0.6366 0.0149
0.5399 9.33 2500 0.6549 0.0646
0.5169 11.19 3000 0.6769 0.0736
0.4954 13.06 3500 0.6856 0.0742
0.4724 14.93 4000 0.7246 0.0777
0.4552 16.79 4500 0.7517 0.0767
0.434 18.66 5000 0.7868 0.0832
0.4192 20.52 5500 0.8144 0.0664
0.4092 22.39 6000 0.8025 0.0670
0.3874 24.25 6500 0.8745 0.0651
Framework versions
  • Transformers 4.26.0.dev0
  • Pytorch 1.13.0+cu116
  • Datasets 2.8.1.dev0
  • Tokenizers 0.13.2

Runs of muhtasham tiny-vanilla-target-glue-cola on huggingface.co

19
Total runs
0
24-hour runs
2
3-day runs
1
7-day runs
9
30-day runs

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