aomar85 / enhanced_stance_detection_multiseed-fold5-seed42

huggingface.co
Total runs: 5
24-hour runs: 0
7-day runs: 0
30-day runs: -4
Model's Last Updated: February 16 2026
text-classification

Introduction of enhanced_stance_detection_multiseed-fold5-seed42

Model Details of enhanced_stance_detection_multiseed-fold5-seed42

enhanced_stance_detection_multiseed-fold5-seed42

This model is a fine-tuned version of aubmindlab/bert-base-arabertv02-twitter on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.1605
  • Accuracy: 0.8578
  • Macro F1: 0.8578
  • Weighted F1: 0.8580
  • F1 Pro: 0.8824
  • F1 Against: 0.8472
  • F1 Neutral: 0.8438
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: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: cosine
  • lr_scheduler_warmup_steps: 0.1
  • num_epochs: 10
  • mixed_precision_training: Native AMP
  • label_smoothing_factor: 0.1
Training results
Training Loss Epoch Step Validation Loss Accuracy Macro F1 Weighted F1 F1 Pro F1 Against F1 Neutral
No log 0.9615 50 0.4117 0.5637 0.5532 0.5502 0.6171 0.4425 0.6
0.4616 1.9231 100 0.2981 0.7304 0.7292 0.7297 0.7107 0.7534 0.7234
0.4616 2.8846 150 0.2834 0.6863 0.6850 0.6848 0.6789 0.6838 0.6923
0.2807 3.8462 200 0.2004 0.7843 0.7829 0.7819 0.7941 0.752 0.8027
0.2807 4.8077 250 0.1731 0.8186 0.8184 0.8184 0.8529 0.7939 0.8085
0.2022 5.7692 300 0.1605 0.8578 0.8578 0.8580 0.8824 0.8472 0.8438
0.2022 6.7308 350 0.1659 0.8284 0.8281 0.8281 0.8511 0.8116 0.8217
0.1416 7.6923 400 0.1616 0.8382 0.8379 0.8382 0.8633 0.8286 0.8217
Framework versions
  • Transformers 5.0.0
  • Pytorch 2.9.0+cu128
  • Datasets 4.0.0
  • Tokenizers 0.22.2

Runs of aomar85 enhanced_stance_detection_multiseed-fold5-seed42 on huggingface.co

5
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