asun17904 / imdb-bert-base-uncased-a1b2

huggingface.co
Total runs: 3
24-hour runs: 0
7-day runs: -1
30-day runs: -1
Model's Last Updated: January 27 2024

Introduction of imdb-bert-base-uncased-a1b2

Model Details of imdb-bert-base-uncased-a1b2

Knowledge Continuity Regularized Network

Trainer Hyperparameters:

  • lr = 5e-05
  • per_device_batch_size = 16
  • gradient_accumulation_steps = 1
  • weight_decay = 1e-09
  • seed = 42

Regularization Hyperparameters

  • numerical stability denominator constant = 0.01
  • lambda = 0.02
  • alpha = 1.0
  • beta = 2.0

Extended Logs:

eval_loss eval_accuracy epoch
13.927 0.888 1.0
12.801 0.919 2.0
13.474 0.902 3.0
15.621 0.836 4.0
14.249 0.875 5.0
15.069 0.849 6.0
15.787 0.827 7.0
14.876 0.853 8.0
15.467 0.836 9.0
14.760 0.859 10.0
14.527 0.866 11.0
14.600 0.863 12.0
14.573 0.864 13.0
14.808 0.857 14.0
14.598 0.863 15.0
14.682 0.861 16.0
14.436 0.868 17.0
14.817 0.856 18.0
14.897 0.854 19.0
14.498 0.866 20.0
14.495 0.866 21.0
14.473 0.867 22.0
14.777 0.858 23.0
15.106 0.848 24.0
14.523 0.865 25.0
14.853 0.855 26.0
14.600 0.863 27.0
14.930 0.852 28.0
14.741 0.859 29.0
15.183 0.845 30.0
14.729 0.859 31.0
14.666 0.861 32.0
15.021 0.851 33.0
14.729 0.859 34.0
14.664 0.861 35.0
14.875 0.855 36.0
14.765 0.858 37.0
14.766 0.858 38.0
14.681 0.861 39.0
14.751 0.859 40.0
14.778 0.858 41.0
14.846 0.856 42.0
14.731 0.859 43.0
14.707 0.860 44.0
14.712 0.860 45.0
14.728 0.859 46.0
14.833 0.856 47.0
14.727 0.859 48.0
14.738 0.859 49.0

Runs of asun17904 imdb-bert-base-uncased-a1b2 on huggingface.co

3
Total runs
0
24-hour runs
-1
3-day runs
-1
7-day runs
-1
30-day runs

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