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tiny-bert-sst2-distilled

DuongTrongChi / tiny-bert-sst2-distilled

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Model's Last Updated: Agosto 08 2024

Introduction of tiny-bert-sst2-distilled

Model Details of tiny-bert-sst2-distilled

tiny-bert-sst2-distilled

This model is a fine-tuned version of google/bert_uncased_L-2_H-128_A-2 on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 1.1018
  • Accuracy: 0.8211
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: 6e-05
  • train_batch_size: 128
  • eval_batch_size: 128
  • seed: 33
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 7
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Accuracy
1.4646 1.0 527 1.1825 0.7867
0.8559 2.0 1054 1.0389 0.8085
0.6569 3.0 1581 1.0545 0.8222
0.5672 4.0 2108 1.0577 0.8188
0.5094 5.0 2635 1.0876 0.8211
0.4717 6.0 3162 1.0979 0.8200
0.4513 7.0 3689 1.1018 0.8211
Framework versions
  • Transformers 4.42.4
  • Pytorch 2.3.1+cu121
  • Datasets 2.20.0
  • Tokenizers 0.19.1

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More tiny-bert-sst2-distilled license Visit here:

https://choosealicense.com/licenses/apache-2.0

tiny-bert-sst2-distilled huggingface.co

tiny-bert-sst2-distilled huggingface.co is an AI model on huggingface.co that provides tiny-bert-sst2-distilled's model effect (), which can be used instantly with this DuongTrongChi tiny-bert-sst2-distilled model. huggingface.co supports a free trial of the tiny-bert-sst2-distilled model, and also provides paid use of the tiny-bert-sst2-distilled. Support call tiny-bert-sst2-distilled model through api, including Node.js, Python, http.

tiny-bert-sst2-distilled huggingface.co Url

https://huggingface.co/DuongTrongChi/tiny-bert-sst2-distilled

DuongTrongChi tiny-bert-sst2-distilled online free

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DuongTrongChi tiny-bert-sst2-distilled online free url in huggingface.co:

https://huggingface.co/DuongTrongChi/tiny-bert-sst2-distilled

tiny-bert-sst2-distilled install

tiny-bert-sst2-distilled is an open source model from GitHub that offers a free installation service, and any user can find tiny-bert-sst2-distilled on GitHub to install. At the same time, huggingface.co provides the effect of tiny-bert-sst2-distilled install, users can directly use tiny-bert-sst2-distilled installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

tiny-bert-sst2-distilled install url in huggingface.co:

https://huggingface.co/DuongTrongChi/tiny-bert-sst2-distilled

Url of tiny-bert-sst2-distilled

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DuongTrongChi
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