hatemestinbejaia / Alglegal_text_classifier_10_class

huggingface.co
Total runs: 2
24-hour runs: 0
7-day runs: 0
30-day runs: 0
Model's Last Updated: January 04 2023
text-classification

Introduction of Alglegal_text_classifier_10_class

Model Details of Alglegal_text_classifier_10_class

Alglegal_text_classifier_10_class

This model is a fine-tuned version of hatemestinbejaia/AlgLegal3_bert-base-arabertv2 on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.3054
  • F1: 0.9329
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: 20
Training results
Training Loss Epoch Step Validation Loss F1
No log 1.0 84 0.5610 0.8658
No log 2.0 168 0.3273 0.9262
No log 3.0 252 0.3204 0.9128
No log 4.0 336 0.2442 0.9329
No log 5.0 420 0.2321 0.9463
0.3554 6.0 504 0.3061 0.9128
0.3554 7.0 588 0.2701 0.9396
0.3554 8.0 672 0.2575 0.9329
0.3554 9.0 756 0.2605 0.9329
0.3554 10.0 840 0.2894 0.9396
0.3554 11.0 924 0.2898 0.9329
0.0665 12.0 1008 0.3025 0.9329
0.0665 13.0 1092 0.3115 0.9329
0.0665 14.0 1176 0.2995 0.9329
0.0665 15.0 1260 0.3054 0.9329
0.0665 16.0 1344 0.3054 0.9329
0.0665 17.0 1428 0.3079 0.9329
0.0435 18.0 1512 0.3051 0.9329
0.0435 19.0 1596 0.3038 0.9329
0.0435 20.0 1680 0.3054 0.9329
Framework versions
  • Transformers 4.20.1
  • Pytorch 1.11.0
  • Datasets 2.1.0
  • Tokenizers 0.12.1

Runs of hatemestinbejaia Alglegal_text_classifier_10_class on huggingface.co

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

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