fathyshalab / all-roberta-large-v1-utility-6-16-5

huggingface.co
Total runs: 8
24-hour runs: 0
7-day runs: 0
30-day runs: -4
Model's Last Updated: Tháng 12 02 2022
text-classification

Introduction of all-roberta-large-v1-utility-6-16-5

Model Details of all-roberta-large-v1-utility-6-16-5

all-roberta-large-v1-utility-6-16-5

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: 2.3728
  • Accuracy: 0.3956
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
2.8194 1.0 1 2.6027 0.3156
2.2337 2.0 2 2.5079 0.3778
1.7996 3.0 3 2.4293 0.3822
1.4591 4.0 4 2.3728 0.3956
1.3205 5.0 5 2.3439 0.3956
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-utility-6-16-5 on huggingface.co

8
Total runs
0
24-hour runs
-1
3-day runs
0
7-day runs
-4
30-day runs

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