aomar85 / StanceNakba-EXP3

huggingface.co
Total runs: 10
24-hour runs: 0
7-day runs: 0
30-day runs: 7
Model's Last Updated: January 24 2026
text-classification

Introduction of StanceNakba-EXP3

Model Details of StanceNakba-EXP3

Twitter_augmented-fold4

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: 0.4068
  • Accuracy: 0.8932
  • Macro F1: 0.8926
  • Weighted F1: 0.8931
  • F1 Pro: 0.9244
  • F1 Against: 0.8828
  • F1 Neutral: 0.8705
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: 3e-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: linear
  • num_epochs: 5
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Accuracy Macro F1 Weighted F1 F1 Pro F1 Against F1 Neutral
0.9109 0.5882 50 0.6188 0.7596 0.7586 0.7605 0.8387 0.7433 0.6939
0.5757 1.1765 100 0.5021 0.8042 0.8000 0.8020 0.8584 0.8029 0.7386
0.4534 1.7647 150 0.4326 0.8220 0.8192 0.8205 0.8621 0.8171 0.7784
0.314 2.3529 200 0.3683 0.8516 0.8512 0.8519 0.8789 0.8455 0.8293
0.2206 2.9412 250 0.3733 0.8754 0.8751 0.8758 0.9083 0.8672 0.85
0.1604 3.5294 300 0.3939 0.8754 0.8743 0.8749 0.8889 0.8755 0.8586
0.1398 4.1176 350 0.4068 0.8932 0.8926 0.8931 0.9244 0.8828 0.8705
0.0938 4.7059 400 0.4074 0.8902 0.8896 0.8903 0.9279 0.8794 0.8615
Framework versions
  • Transformers 4.57.6
  • Pytorch 2.9.0+cu126
  • Datasets 4.0.0
  • Tokenizers 0.22.2

Runs of aomar85 StanceNakba-EXP3 on huggingface.co

10
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More Information About StanceNakba-EXP3 huggingface.co Model

StanceNakba-EXP3 huggingface.co

StanceNakba-EXP3 huggingface.co is an AI model on huggingface.co that provides StanceNakba-EXP3's model effect (), which can be used instantly with this aomar85 StanceNakba-EXP3 model. huggingface.co supports a free trial of the StanceNakba-EXP3 model, and also provides paid use of the StanceNakba-EXP3. Support call StanceNakba-EXP3 model through api, including Node.js, Python, http.

StanceNakba-EXP3 huggingface.co Url

https://huggingface.co/aomar85/StanceNakba-EXP3

aomar85 StanceNakba-EXP3 online free

StanceNakba-EXP3 huggingface.co is an online trial and call api platform, which integrates StanceNakba-EXP3's modeling effects, including api services, and provides a free online trial of StanceNakba-EXP3, you can try StanceNakba-EXP3 online for free by clicking the link below.

aomar85 StanceNakba-EXP3 online free url in huggingface.co:

https://huggingface.co/aomar85/StanceNakba-EXP3

StanceNakba-EXP3 install

StanceNakba-EXP3 is an open source model from GitHub that offers a free installation service, and any user can find StanceNakba-EXP3 on GitHub to install. At the same time, huggingface.co provides the effect of StanceNakba-EXP3 install, users can directly use StanceNakba-EXP3 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

StanceNakba-EXP3 install url in huggingface.co:

https://huggingface.co/aomar85/StanceNakba-EXP3

Url of StanceNakba-EXP3

StanceNakba-EXP3 huggingface.co Url

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