SetFit / distilbert-base-uncased__subj__train-8-6

huggingface.co
Total runs: 18
24-hour runs: 0
7-day runs: 3
30-day runs: 2
Model's Last Updated: February 10 2022
text-classification

Introduction of distilbert-base-uncased__subj__train-8-6

Model Details of distilbert-base-uncased__subj__train-8-6

distilbert-base-uncased__subj__train-8-6

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: 0.6075
  • Accuracy: 0.7485
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
0.7163 1.0 3 0.6923 0.5
0.6648 2.0 6 0.6838 0.5
0.6329 3.0 9 0.6747 0.75
0.5836 4.0 12 0.6693 0.5
0.5287 5.0 15 0.6670 0.25
0.4585 6.0 18 0.6517 0.5
0.415 7.0 21 0.6290 0.5
0.3353 8.0 24 0.6019 0.5
0.2841 9.0 27 0.5613 0.75
0.2203 10.0 30 0.5222 1.0
0.1743 11.0 33 0.4769 1.0
0.1444 12.0 36 0.4597 1.0
0.1079 13.0 39 0.4462 1.0
0.0891 14.0 42 0.4216 1.0
0.0704 15.0 45 0.3880 1.0
0.0505 16.0 48 0.3663 1.0
0.0428 17.0 51 0.3536 1.0
0.0356 18.0 54 0.3490 1.0
0.0283 19.0 57 0.3531 1.0
0.025 20.0 60 0.3595 1.0
0.0239 21.0 63 0.3594 1.0
0.0202 22.0 66 0.3521 1.0
0.0168 23.0 69 0.3475 1.0
0.0159 24.0 72 0.3458 1.0
0.0164 25.0 75 0.3409 1.0
0.0132 26.0 78 0.3360 1.0
0.0137 27.0 81 0.3302 1.0
0.0112 28.0 84 0.3235 1.0
0.0113 29.0 87 0.3178 1.0
0.0111 30.0 90 0.3159 1.0
0.0113 31.0 93 0.3108 1.0
0.0107 32.0 96 0.3101 1.0
0.0101 33.0 99 0.3100 1.0
0.0083 34.0 102 0.3110 1.0
0.0092 35.0 105 0.3117 1.0
0.0102 36.0 108 0.3104 1.0
0.0086 37.0 111 0.3086 1.0
0.0092 38.0 114 0.3047 1.0
0.0072 39.0 117 0.3024 1.0
0.0079 40.0 120 0.3014 1.0
0.0079 41.0 123 0.2983 1.0
0.0091 42.0 126 0.2948 1.0
0.0077 43.0 129 0.2915 1.0
0.0085 44.0 132 0.2890 1.0
0.009 45.0 135 0.2870 1.0
0.0073 46.0 138 0.2856 1.0
0.0073 47.0 141 0.2844 1.0
0.0076 48.0 144 0.2841 1.0
0.0065 49.0 147 0.2836 1.0
0.0081 50.0 150 0.2835 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-8-6 on huggingface.co

18
Total runs
0
24-hour runs
0
3-day runs
3
7-day runs
2
30-day runs

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