fathyshalab / bert-uncased-massive-intent-classification-finetuned-banking-1

huggingface.co
Total runs: 5
24-hour runs: 0
7-day runs: -1
30-day runs: -7
Model's Last Updated: November 28 2022
text-classification

Introduction of bert-uncased-massive-intent-classification-finetuned-banking-1

Model Details of bert-uncased-massive-intent-classification-finetuned-banking-1

bert-uncased-massive-intent-classification-finetuned-banking-1

This model is a fine-tuned version of gokuls/bert-uncased-massive-intent-classification on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 2.6447
  • Accuracy: 0.1822
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: 6
  • eval_batch_size: 6
  • 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
2.9685 1.0 3 2.7310 0.1422
2.8056 2.0 6 2.6970 0.1467
2.5004 3.0 9 2.6680 0.1511
2.445 4.0 12 2.6515 0.1778
2.3977 5.0 15 2.6447 0.1822
Framework versions
  • Transformers 4.24.0
  • Pytorch 1.12.1
  • Datasets 2.3.2
  • Tokenizers 0.12.1

Runs of fathyshalab bert-uncased-massive-intent-classification-finetuned-banking-1 on huggingface.co

5
Total runs
0
24-hour runs
-2
3-day runs
-1
7-day runs
-7
30-day runs

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