SetFit / distilbert-base-uncased__subj__train-8-4

huggingface.co
Total runs: 13
24-hour runs: 0
7-day runs: 1
30-day runs: -3
Model's Last Updated: February 10 2022
text-classification

Introduction of distilbert-base-uncased__subj__train-8-4

Model Details of distilbert-base-uncased__subj__train-8-4

distilbert-base-uncased__subj__train-8-4

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: 0.3305
  • Accuracy: 0.8565
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
0.6991 1.0 3 0.6772 0.75
0.6707 2.0 6 0.6704 0.75
0.6402 3.0 9 0.6608 1.0
0.5789 4.0 12 0.6547 0.75
0.5211 5.0 15 0.6434 0.75
0.454 6.0 18 0.6102 1.0
0.4187 7.0 21 0.5701 1.0
0.3401 8.0 24 0.5289 1.0
0.3107 9.0 27 0.4737 1.0
0.2381 10.0 30 0.4255 1.0
0.1982 11.0 33 0.3685 1.0
0.1631 12.0 36 0.3200 1.0
0.1234 13.0 39 0.2798 1.0
0.0993 14.0 42 0.2455 1.0
0.0781 15.0 45 0.2135 1.0
0.0586 16.0 48 0.1891 1.0
0.0513 17.0 51 0.1671 1.0
0.043 18.0 54 0.1427 1.0
0.0307 19.0 57 0.1225 1.0
0.0273 20.0 60 0.1060 1.0
0.0266 21.0 63 0.0920 1.0
0.0233 22.0 66 0.0823 1.0
0.0185 23.0 69 0.0751 1.0
0.0173 24.0 72 0.0698 1.0
0.0172 25.0 75 0.0651 1.0
0.0142 26.0 78 0.0613 1.0
0.0151 27.0 81 0.0583 1.0
0.0117 28.0 84 0.0563 1.0
0.0123 29.0 87 0.0546 1.0
0.0121 30.0 90 0.0531 1.0
0.0123 31.0 93 0.0511 1.0
0.0112 32.0 96 0.0496 1.0
0.0103 33.0 99 0.0481 1.0
0.0086 34.0 102 0.0468 1.0
0.0096 35.0 105 0.0457 1.0
0.0107 36.0 108 0.0447 1.0
0.0095 37.0 111 0.0439 1.0
0.0102 38.0 114 0.0429 1.0
0.0077 39.0 117 0.0422 1.0
0.0092 40.0 120 0.0415 1.0
0.0083 41.0 123 0.0409 1.0
0.0094 42.0 126 0.0404 1.0
0.0084 43.0 129 0.0400 1.0
0.0085 44.0 132 0.0396 1.0
0.0092 45.0 135 0.0392 1.0
0.0076 46.0 138 0.0389 1.0
0.0073 47.0 141 0.0388 1.0
0.0085 48.0 144 0.0387 1.0
0.0071 49.0 147 0.0386 1.0
0.0079 50.0 150 0.0386 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-8-4 on huggingface.co

13
Total runs
0
24-hour runs
-1
3-day runs
1
7-day runs
-3
30-day runs

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