rasyosef / bert-tiny-domain-adapted-imdb

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Total runs: 17
24-hour runs: 0
7-day runs: -1
30-day runs: 8
Model's Last Updated: February 29 2024
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Introduction of bert-tiny-domain-adapted-imdb

Model Details of bert-tiny-domain-adapted-imdb

bert-tiny-domain-adapted-imdb

This model is a fine-tuned version of prajjwal1/bert-tiny on the imdb dataset. It achieves the following results on the evaluation set:

  • Loss: 3.6873
  • Perplexity: 39.94
Training procedure
Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 2e-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: 3.0
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss
4.1563 1.0 782 3.7462
4.0555 2.0 1564 3.6977
4.0285 3.0 2346 3.6963
Framework versions
  • Transformers 4.37.2
  • Pytorch 2.1.0+cu121
  • Datasets 2.17.1
  • Tokenizers 0.15.2

Runs of rasyosef bert-tiny-domain-adapted-imdb on huggingface.co

17
Total runs
0
24-hour runs
0
3-day runs
-1
7-day runs
8
30-day runs

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