SetFit / distilbert-base-uncased__sst2__all-train

huggingface.co
Total runs: 23
24-hour runs: 0
7-day runs: 0
30-day runs: -9
Model's Last Updated: December 21 2023
text-classification

Introduction of distilbert-base-uncased__sst2__all-train

Model Details of distilbert-base-uncased__sst2__all-train

distilbert-base-uncased__sst2__all-train

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

  • Loss: 0.2496
  • Accuracy: 0.8962
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: 50
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Accuracy
0.3643 1.0 433 0.2496 0.8962
0.196 2.0 866 0.2548 0.9110
0.0915 3.0 1299 0.4483 0.8957
0.0505 4.0 1732 0.4968 0.9044
Framework versions
  • Transformers 4.15.0
  • Pytorch 1.10.1+cu102
  • Datasets 1.17.0
  • Tokenizers 0.10.3

Runs of SetFit distilbert-base-uncased__sst2__all-train on huggingface.co

23
Total runs
0
24-hour runs
-1
3-day runs
0
7-day runs
-9
30-day runs

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