AhmedTaha012 / hadith-finetuned-ner2

huggingface.co
Total runs: 8
24-hour runs: 0
7-day runs: 1
30-day runs: -1
Model's Last Updated: November 16 2023
token-classification

Introduction of hadith-finetuned-ner2

Model Details of hadith-finetuned-ner2

hadith-finetuned-ner2

This model is a fine-tuned version of CAMeL-Lab/bert-base-arabic-camelbert-msa-ner on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.1591
  • Precision: 0.8899
  • Recall: 0.9602
  • F1: 0.9237
  • Accuracy: 0.9452
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: 8
  • eval_batch_size: 8
  • seed: 42
  • gradient_accumulation_steps: 2
  • total_train_batch_size: 16
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 5
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Precision Recall F1 Accuracy
0.5252 1.0 468 0.4358 0.7801 0.7819 0.7810 0.8478
0.228 2.0 937 0.2789 0.8225 0.9172 0.8673 0.9055
0.1561 3.0 1405 0.2077 0.8648 0.9395 0.9006 0.9301
0.1759 4.0 1874 0.1692 0.8914 0.9506 0.9201 0.9434
0.1496 4.99 2340 0.1591 0.8899 0.9602 0.9237 0.9452
Framework versions
  • Transformers 4.35.0
  • Pytorch 2.0.0
  • Datasets 2.1.0
  • Tokenizers 0.14.1

Runs of AhmedTaha012 hadith-finetuned-ner2 on huggingface.co

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

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AhmedTaha012
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Total runs: 7
Run Growth: 0
Growth Rate: 0.00%
Updated:February 15 2023