asun17904 / imdb-t5-base-kd-regularized-l2

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Total runs: 6
24-hour runs: 0
7-day runs: 1
30-day runs: 2
Model's Last Updated: January 24 2024

Introduction of imdb-t5-base-kd-regularized-l2

Model Details of imdb-t5-base-kd-regularized-l2

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 = 2.0
  • beta = 1.0

Extended Logs:

eval_loss eval_accuracy epoch
8.986 0.938 1.0
9.101 0.932 2.0
8.912 0.941 3.0
8.916 0.941 4.0
8.902 0.942 5.0
8.814 0.946 6.0
8.843 0.945 7.0
8.837 0.945 8.0
8.830 0.945 9.0
8.847 0.944 10.0
8.822 0.945 11.0
8.808 0.946 12.0
8.806 0.946 13.0
8.814 0.946 14.0
8.807 0.946 15.0
8.933 0.941 16.0
8.824 0.945 17.0
8.840 0.945 18.0
8.854 0.944 19.0
8.850 0.944 20.0
8.901 0.942 21.0
8.862 0.944 22.0
8.856 0.944 23.0
8.870 0.943 24.0
8.800 0.946 25.0
8.800 0.947 26.0
8.825 0.945 27.0
8.782 0.947 28.0
8.772 0.948 29.0
8.767 0.948 30.0
8.756 0.948 31.0
8.793 0.947 32.0
8.738 0.949 33.0
8.728 0.949 34.0
8.709 0.950 35.0
8.694 0.951 36.0
8.740 0.949 37.0
8.723 0.950 38.0
8.710 0.950 39.0
8.735 0.949 40.0
8.705 0.950 41.0
8.699 0.951 42.0
8.714 0.950 43.0
8.706 0.950 44.0
8.699 0.951 45.0
8.714 0.950 46.0
8.706 0.950 47.0
8.701 0.951 48.0
8.711 0.950 49.0

Runs of asun17904 imdb-t5-base-kd-regularized-l2 on huggingface.co

6
Total runs
0
24-hour runs
0
3-day runs
1
7-day runs
2
30-day runs

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