Noorrabie / shared-task_content_bert

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Model's Last Updated: Juli 05 2025
text-classification

Introduction of shared-task_content_bert

Model Details of shared-task_content_bert

shared-task_content_bert

This model is a fine-tuned version of aubmindlab/bert-base-arabertv02 on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 1.6166
  • Macro F1: 0.5238
  • Macro Precision: 0.5506
  • Macro Recall: 0.5088
  • Accuracy: 0.5373
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: 64
  • eval_batch_size: 16
  • seed: 42
  • optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: linear
  • num_epochs: 6
Training results
Training Loss Epoch Step Validation Loss Macro F1 Macro Precision Macro Recall Accuracy
1.3557 1.0 857 1.1959 0.5085 0.5507 0.4906 0.5293
1.006 2.0 1714 1.1857 0.5130 0.5522 0.5042 0.5339
0.8063 3.0 2571 1.2605 0.5181 0.5385 0.5079 0.5321
0.6613 4.0 3428 1.3541 0.5206 0.5486 0.5064 0.5346
0.5106 5.0 4285 1.5204 0.5151 0.5460 0.4981 0.5304
0.4373 6.0 5142 1.6166 0.5238 0.5506 0.5088 0.5373
Framework versions
  • Transformers 4.53.0
  • Pytorch 2.6.0+cu124
  • Datasets 2.14.4
  • Tokenizers 0.21.2

Runs of Noorrabie shared-task_content_bert on huggingface.co

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shared-task_content_bert huggingface.co is an AI model on huggingface.co that provides shared-task_content_bert's model effect (), which can be used instantly with this Noorrabie shared-task_content_bert model. huggingface.co supports a free trial of the shared-task_content_bert model, and also provides paid use of the shared-task_content_bert. Support call shared-task_content_bert model through api, including Node.js, Python, http.

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shared-task_content_bert install

shared-task_content_bert is an open source model from GitHub that offers a free installation service, and any user can find shared-task_content_bert on GitHub to install. At the same time, huggingface.co provides the effect of shared-task_content_bert install, users can directly use shared-task_content_bert installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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