smallsuper / distilbert-base-uncased-finetuned-emotion

huggingface.co
Total runs: 10
24-hour runs: 0
7-day runs: 2
30-day runs: 1
Model's Last Updated: December 07 2024
text-classification

Introduction of distilbert-base-uncased-finetuned-emotion

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

distilbert-base-uncased-finetuned-emotion

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

  • Loss: 0.2143
  • Accuracy: 0.923
  • F1: 0.9231
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: 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: 2
Training results
Training Loss Epoch Step Validation Loss Accuracy F1
0.8258 1.0 250 0.2989 0.9115 0.9098
0.242 2.0 500 0.2143 0.923 0.9231
Framework versions
  • Transformers 4.11.3
  • Pytorch 1.13.1+cu117
  • Datasets 2.9.0
  • Tokenizers 0.10.3

Runs of smallsuper distilbert-base-uncased-finetuned-emotion on huggingface.co

10
Total runs
0
24-hour runs
0
3-day runs
2
7-day runs
1
30-day runs

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