DioLiu / distilbert-base-uncased-finetuned-sst2

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Total runs: 5
24-hour runs: 0
7-day runs: -1
30-day runs: -14
Model's Last Updated: May 02 2022
text-classification

Introduction of distilbert-base-uncased-finetuned-sst2

Model Details of distilbert-base-uncased-finetuned-sst2

distilbert-base-uncased-finetuned-sst2

This model is a fine-tuned version of distilbert-base-uncased on the glue dataset. It achieves the following results on the evaluation set:

  • Loss: 0.5963
  • Accuracy: 0.8968
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: 2e-05
  • train_batch_size: 16
  • eval_batch_size: 16
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 5
Training results
Training Loss Epoch Step Validation Loss Accuracy
0.247 1.0 1404 0.3629 0.8865
0.1532 2.0 2808 0.3945 0.8979
0.0981 3.0 4212 0.4206 0.9025
0.0468 4.0 5616 0.5358 0.9014
0.0313 5.0 7020 0.5963 0.8968
Framework versions
  • Transformers 4.18.0
  • Pytorch 1.11.0+cu113
  • Datasets 2.1.0
  • Tokenizers 0.12.1

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