SetFit / distilbert-base-uncased__subj__train-8-3

huggingface.co
Total runs: 10
24-hour runs: -1
7-day runs: -6
30-day runs: 0
Model's Last Updated: February 10 2022
text-classification

Introduction of distilbert-base-uncased__subj__train-8-3

Model Details of distilbert-base-uncased__subj__train-8-3

distilbert-base-uncased__subj__train-8-3

This model is a fine-tuned version of distilbert-base-uncased on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.3496
  • Accuracy: 0.859
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: 2e-05
  • train_batch_size: 4
  • eval_batch_size: 4
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 50
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Accuracy
0.7136 1.0 3 0.6875 0.75
0.6702 2.0 6 0.6824 0.75
0.6456 3.0 9 0.6687 0.75
0.5934 4.0 12 0.6564 0.75
0.537 5.0 15 0.6428 0.75
0.4812 6.0 18 0.6180 0.75
0.4279 7.0 21 0.5864 0.75
0.3608 8.0 24 0.5540 0.75
0.3076 9.0 27 0.5012 1.0
0.2292 10.0 30 0.4497 1.0
0.1991 11.0 33 0.3945 1.0
0.1495 12.0 36 0.3483 1.0
0.1176 13.0 39 0.3061 1.0
0.0947 14.0 42 0.2683 1.0
0.0761 15.0 45 0.2295 1.0
0.0584 16.0 48 0.1996 1.0
0.0451 17.0 51 0.1739 1.0
0.0387 18.0 54 0.1521 1.0
0.0272 19.0 57 0.1333 1.0
0.0247 20.0 60 0.1171 1.0
0.0243 21.0 63 0.1044 1.0
0.0206 22.0 66 0.0943 1.0
0.0175 23.0 69 0.0859 1.0
0.0169 24.0 72 0.0799 1.0
0.0162 25.0 75 0.0746 1.0
0.0137 26.0 78 0.0705 1.0
0.0141 27.0 81 0.0674 1.0
0.0107 28.0 84 0.0654 1.0
0.0117 29.0 87 0.0634 1.0
0.0113 30.0 90 0.0617 1.0
0.0107 31.0 93 0.0599 1.0
0.0106 32.0 96 0.0585 1.0
0.0101 33.0 99 0.0568 1.0
0.0084 34.0 102 0.0553 1.0
0.0101 35.0 105 0.0539 1.0
0.0102 36.0 108 0.0529 1.0
0.009 37.0 111 0.0520 1.0
0.0092 38.0 114 0.0511 1.0
0.0073 39.0 117 0.0504 1.0
0.0081 40.0 120 0.0497 1.0
0.0079 41.0 123 0.0492 1.0
0.0092 42.0 126 0.0488 1.0
0.008 43.0 129 0.0483 1.0
0.0087 44.0 132 0.0479 1.0
0.009 45.0 135 0.0474 1.0
0.0076 46.0 138 0.0470 1.0
0.0075 47.0 141 0.0467 1.0
0.008 48.0 144 0.0465 1.0
0.0069 49.0 147 0.0464 1.0
0.0077 50.0 150 0.0464 1.0
Framework versions
  • Transformers 4.15.0
  • Pytorch 1.10.2+cu102
  • Datasets 1.18.2
  • Tokenizers 0.10.3

Runs of SetFit distilbert-base-uncased__subj__train-8-3 on huggingface.co

10
Total runs
-1
24-hour runs
-8
3-day runs
-6
7-day runs
0
30-day runs

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