muhtasham / tiny-mlm-glue-wnli-custom-tokenizer

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Total runs: 42
24-hour runs: 0
7-day runs: 11
30-day runs: 23
Model's Last Updated: January 06 2023
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Introduction of tiny-mlm-glue-wnli-custom-tokenizer

Model Details of tiny-mlm-glue-wnli-custom-tokenizer

tiny-mlm-glue-wnli-custom-tokenizer

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: 2.5277
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: 32
  • eval_batch_size: 32
  • 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
6.6853 6.25 500 6.1267
5.7417 12.5 1000 5.9357
5.6014 18.75 1500 5.7487
5.4076 25.0 2000 5.2954
5.1906 31.25 2500 5.1483
4.9775 37.5 3000 5.2707
4.7267 43.75 3500 4.5667
4.4882 50.0 4000 4.7044
4.2548 56.25 4500 4.0688
4.0119 62.5 5000 3.8329
3.7807 68.75 5500 3.7323
3.5306 75.0 6000 3.2662
3.3206 81.25 6500 3.2223
3.1002 87.5 7000 3.1473
2.9093 93.75 7500 2.7988
2.7146 100.0 8000 2.3988
2.5981 106.25 8500 2.5495
2.4007 112.5 9000 2.4030
2.2446 118.75 9500 2.5277
Framework versions
  • Transformers 4.26.0.dev0
  • Pytorch 1.13.0+cu116
  • Datasets 2.8.1.dev0
  • Tokenizers 0.13.2

Runs of muhtasham tiny-mlm-glue-wnli-custom-tokenizer on huggingface.co

42
Total runs
0
24-hour runs
-1
3-day runs
11
7-day runs
23
30-day runs

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