muhtasham / bert-tiny-mlm-finetuned-imdb

huggingface.co
Total runs: 25
24-hour runs: 0
7-day runs: 4
30-day runs: 8
Model's Last Updated: December 05 2022
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Introduction of bert-tiny-mlm-finetuned-imdb

Model Details of bert-tiny-mlm-finetuned-imdb

bert-tiny-mlm-finetuned-imdb

This model is a fine-tuned version of google/bert_uncased_L-2_H-128_A-2 on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 3.4487
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: 3e-05
  • train_batch_size: 128
  • eval_batch_size: 128
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: constant
  • num_epochs: 200
Training results
Training Loss Epoch Step Validation Loss
4.1774 1.04 500 3.7705
4.041 2.09 1000 3.7196
3.9982 3.13 1500 3.6826
3.9614 4.18 2000 3.6543
3.9274 5.22 2500 3.6438
3.9089 6.26 3000 3.6294
3.8929 7.31 3500 3.6217
3.873 8.35 4000 3.6083
3.8659 9.39 4500 3.5900
3.8484 10.44 5000 3.5791
3.8261 11.48 5500 3.5731
3.8228 12.53 6000 3.5579
3.8098 13.57 6500 3.5576
3.8028 14.61 7000 3.5532
3.7881 15.66 7500 3.5440
3.7829 16.7 8000 3.5440
3.7727 17.75 8500 3.5372
3.7648 18.79 9000 3.5248
3.7504 19.83 9500 3.5223
3.7487 20.88 10000 3.5212
3.7497 21.92 10500 3.5166
3.7344 22.96 11000 3.5103
3.7339 24.01 11500 3.5052
3.722 25.05 12000 3.5067
3.7188 26.1 12500 3.4941
3.7127 27.14 13000 3.4951
3.7113 28.18 13500 3.4904
3.7042 29.23 14000 3.4813
3.7011 30.27 14500 3.4805
3.6936 31.32 15000 3.4886
3.6889 32.36 15500 3.4825
3.6771 33.4 16000 3.4785
3.6753 34.45 16500 3.4819
3.6743 35.49 17000 3.4744
3.6686 36.53 17500 3.4658
3.669 37.58 18000 3.4607
3.6623 38.62 18500 3.4688
3.6648 39.67 19000 3.4676
3.6574 40.71 19500 3.4581
3.652 41.75 20000 3.4601
3.6506 42.8 20500 3.4630
3.6466 43.84 21000 3.4530
3.637 44.89 21500 3.4507
3.6428 45.93 22000 3.4557
3.6408 46.97 22500 3.4483
3.6368 48.02 23000 3.4505
3.6322 49.06 23500 3.4494
3.6256 50.1 24000 3.4487
Framework versions
  • Transformers 4.25.1
  • Pytorch 1.12.1+cu113
  • Datasets 2.7.1
  • Tokenizers 0.13.2

Runs of muhtasham bert-tiny-mlm-finetuned-imdb on huggingface.co

25
Total runs
0
24-hour runs
0
3-day runs
4
7-day runs
8
30-day runs

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