SetFit / deberta-v3-large__sst2__train-8-5

huggingface.co
Total runs: 8
24-hour runs: -7
7-day runs: -12
30-day runs: -12
Model's Last Updated: February 10 2022
text-classification

Introduction of deberta-v3-large__sst2__train-8-5

Model Details of deberta-v3-large__sst2__train-8-5

deberta-v3-large__sst2__train-8-5

This model is a fine-tuned version of microsoft/deberta-v3-large on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 1.3078
  • Accuracy: 0.6930
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
0.6813 1.0 3 0.7842 0.25
0.6617 2.0 6 0.7968 0.25
0.6945 3.0 9 0.7746 0.25
0.5967 4.0 12 0.7557 0.25
0.4824 5.0 15 0.6920 0.25
0.3037 6.0 18 0.6958 0.5
0.2329 7.0 21 0.6736 0.5
0.1441 8.0 24 0.3749 1.0
0.0875 9.0 27 0.3263 0.75
0.0655 10.0 30 0.3525 0.75
0.0373 11.0 33 0.1993 1.0
0.0173 12.0 36 0.1396 1.0
0.0147 13.0 39 0.0655 1.0
0.0084 14.0 42 0.0343 1.0
0.0049 15.0 45 0.0225 1.0
0.004 16.0 48 0.0167 1.0
0.003 17.0 51 0.0134 1.0
0.0027 18.0 54 0.0114 1.0
0.002 19.0 57 0.0104 1.0
0.0015 20.0 60 0.0099 1.0
0.0014 21.0 63 0.0095 1.0
0.0013 22.0 66 0.0095 1.0
0.0012 23.0 69 0.0091 1.0
0.0011 24.0 72 0.0085 1.0
0.0009 25.0 75 0.0081 1.0
0.001 26.0 78 0.0077 1.0
0.0008 27.0 81 0.0074 1.0
0.0009 28.0 84 0.0071 1.0
0.0007 29.0 87 0.0068 1.0
0.0008 30.0 90 0.0064 1.0
0.0007 31.0 93 0.0062 1.0
0.0007 32.0 96 0.0059 1.0
0.0007 33.0 99 0.0056 1.0
0.0005 34.0 102 0.0054 1.0
0.0006 35.0 105 0.0053 1.0
0.0008 36.0 108 0.0051 1.0
0.0007 37.0 111 0.0050 1.0
0.0007 38.0 114 0.0049 1.0
0.0006 39.0 117 0.0048 1.0
0.0005 40.0 120 0.0048 1.0
0.0005 41.0 123 0.0048 1.0
0.0005 42.0 126 0.0047 1.0
0.0005 43.0 129 0.0047 1.0
0.0005 44.0 132 0.0047 1.0
0.0006 45.0 135 0.0047 1.0
0.0005 46.0 138 0.0047 1.0
0.0005 47.0 141 0.0047 1.0
0.0006 48.0 144 0.0047 1.0
0.0005 49.0 147 0.0047 1.0
0.0005 50.0 150 0.0047 1.0
Framework versions
  • Transformers 4.15.0
  • Pytorch 1.10.2+cu102
  • Datasets 1.18.2
  • Tokenizers 0.10.3

Runs of SetFit deberta-v3-large__sst2__train-8-5 on huggingface.co

8
Total runs
-7
24-hour runs
-11
3-day runs
-12
7-day runs
-12
30-day runs

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