henryscheible / bert-large-uncased_crows_pairs_finetuned

huggingface.co
Total runs: 35
24-hour runs: 0
7-day runs: 3
30-day runs: 29
Model's Last Updated: March 16 2023
text-classification

Introduction of bert-large-uncased_crows_pairs_finetuned

Model Details of bert-large-uncased_crows_pairs_finetuned

bert-large-uncased_crows_pairs_finetuned

This model is a fine-tuned version of bert-large-uncased on the crows_pairs dataset. It achieves the following results on the evaluation set:

  • Loss: 1.8687
  • Accuracy: 0.7483
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: 5e-05
  • train_batch_size: 64
  • eval_batch_size: 64
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 30
Training results
Training Loss Epoch Step Validation Loss Accuracy
0.7241 0.53 10 0.7015 0.4868
0.6975 1.05 20 0.7124 0.4934
0.6992 1.58 30 0.7102 0.4901
0.6941 2.11 40 0.6890 0.5430
0.665 2.63 50 0.6981 0.5464
0.5656 3.16 60 0.5434 0.7119
0.3695 3.68 70 0.7431 0.7152
0.3913 4.21 80 0.7834 0.7185
0.2617 4.74 90 0.6394 0.7318
0.1225 5.26 100 0.8882 0.6921
0.1549 5.79 110 0.8629 0.7119
0.1094 6.32 120 1.0113 0.7185
0.0418 6.84 130 1.2568 0.7219
0.023 7.37 140 1.3223 0.7417
0.045 7.89 150 1.5015 0.7086
0.0216 8.42 160 1.1833 0.7550
0.0084 8.95 170 1.4125 0.7318
0.0198 9.47 180 1.5301 0.7152
0.0061 10.0 190 1.3163 0.7483
0.0041 10.53 200 1.3083 0.7517
0.0046 11.05 210 1.4028 0.7616
0.0034 11.58 220 1.5256 0.7583
0.0012 12.11 230 1.6067 0.7583
0.001 12.63 240 1.6199 0.7649
0.005 13.16 250 1.7140 0.7384
0.0031 13.68 260 1.7680 0.7318
0.0008 14.21 270 1.7353 0.7252
0.0026 14.74 280 1.7242 0.7450
0.0013 15.26 290 1.7290 0.7483
0.0001 15.79 300 1.7421 0.7450
0.0008 16.32 310 1.7536 0.7450
0.0013 16.84 320 1.7588 0.7483
0.0014 17.37 330 1.8153 0.7417
0.0025 17.89 340 1.8432 0.7450
0.0024 18.42 350 1.8597 0.7351
0.0022 18.95 360 1.8676 0.7384
0.0001 19.47 370 1.8602 0.7417
0.0032 20.0 380 1.8600 0.7450
0.0017 20.53 390 1.8576 0.7417
0.0022 21.05 400 1.8603 0.7417
0.0024 21.58 410 1.8649 0.7417
0.002 22.11 420 1.8704 0.7417
0.0008 22.63 430 1.8764 0.7417
0.0019 23.16 440 1.8914 0.7417
0.0015 23.68 450 1.9026 0.7384
0.0014 24.21 460 1.9146 0.7384
0.0017 24.74 470 1.9258 0.7384
0.0027 25.26 480 1.9280 0.7384
0.0027 25.79 490 1.9285 0.7384
0.001 26.32 500 1.9236 0.7384
0.0034 26.84 510 1.8905 0.7450
0.0013 27.37 520 1.8730 0.7417
0.0016 27.89 530 1.8687 0.7450
0.0007 28.42 540 1.8681 0.7483
0.0042 28.95 550 1.8683 0.7483
0.0009 29.47 560 1.8686 0.7483
0.0018 30.0 570 1.8687 0.7483
Framework versions
  • Transformers 4.26.1
  • Pytorch 1.13.1
  • Datasets 2.10.1
  • Tokenizers 0.13.2

Runs of henryscheible bert-large-uncased_crows_pairs_finetuned on huggingface.co

35
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0
24-hour runs
1
3-day runs
3
7-day runs
29
30-day runs

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