fathyshalab / all-roberta-large-v1-work-2-16-5-oos

huggingface.co
Total runs: 11
24-hour runs: 0
7-day runs: 4
30-day runs: 3
Model's Last Updated: December 06 2022
text-classification

Introduction of all-roberta-large-v1-work-2-16-5-oos

Model Details of all-roberta-large-v1-work-2-16-5-oos

all-roberta-large-v1-work-2-16-5-oos

This model is a fine-tuned version of sentence-transformers/all-roberta-large-v1 on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 2.3586
  • Accuracy: 0.3689
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: 5e-05
  • train_batch_size: 48
  • eval_batch_size: 48
  • 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
2.8058 1.0 1 2.6169 0.2356
2.3524 2.0 2 2.5215 0.2978
1.9543 3.0 3 2.4427 0.3422
1.5539 4.0 4 2.3874 0.36
1.4133 5.0 5 2.3586 0.3689
Framework versions
  • Transformers 4.20.0
  • Pytorch 1.11.0+cu102
  • Datasets 2.3.2
  • Tokenizers 0.12.1

Runs of fathyshalab all-roberta-large-v1-work-2-16-5-oos on huggingface.co

11
Total runs
0
24-hour runs
0
3-day runs
4
7-day runs
3
30-day runs

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all-roberta-large-v1-work-2-16-5-oos install

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