aomar85 / improved_stance_detection_v2-fold2

huggingface.co
Total runs: 3
24-hour runs: -1
7-day runs: 0
30-day runs: -2
Model's Last Updated: February 16 2026
text-classification

Introduction of improved_stance_detection_v2-fold2

Model Details of improved_stance_detection_v2-fold2

improved_stance_detection_v2-fold2

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

  • Loss: 0.2078
  • Accuracy: 0.8098
  • Macro F1: 0.8108
  • Weighted F1: 0.8124
  • F1 Pro: 0.8372
  • F1 Against: 0.8261
  • F1 Neutral: 0.7692
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: 8
  • eval_batch_size: 16
  • seed: 42
  • gradient_accumulation_steps: 4
  • total_train_batch_size: 32
  • 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: 15
  • 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
2.0893 1.9320 50 0.4121 0.5073 0.4822 0.4776 0.5714 0.3093 0.5658
1.5103 3.8544 100 0.3107 0.6878 0.6886 0.6910 0.7438 0.7006 0.6212
1.0102 5.7767 150 0.2688 0.7220 0.7252 0.7273 0.7692 0.7397 0.6667
0.8139 7.6990 200 0.2152 0.7951 0.7965 0.7976 0.8254 0.7971 0.7671
0.6407 9.6214 250 0.2380 0.7951 0.7972 0.7980 0.8293 0.7910 0.7712
0.5584 11.5437 300 0.2076 0.8098 0.8108 0.8124 0.8372 0.8261 0.7692
0.4945 13.4660 350 0.2123 0.7951 0.7969 0.7986 0.8413 0.8028 0.7465
Framework versions
  • Transformers 5.0.0
  • Pytorch 2.9.0+cu128
  • Datasets 4.0.0
  • Tokenizers 0.22.2

Runs of aomar85 improved_stance_detection_v2-fold2 on huggingface.co

3
Total runs
-1
24-hour runs
0
3-day runs
0
7-day runs
-2
30-day runs

More Information About improved_stance_detection_v2-fold2 huggingface.co Model

improved_stance_detection_v2-fold2 huggingface.co

improved_stance_detection_v2-fold2 huggingface.co is an AI model on huggingface.co that provides improved_stance_detection_v2-fold2's model effect (), which can be used instantly with this aomar85 improved_stance_detection_v2-fold2 model. huggingface.co supports a free trial of the improved_stance_detection_v2-fold2 model, and also provides paid use of the improved_stance_detection_v2-fold2. Support call improved_stance_detection_v2-fold2 model through api, including Node.js, Python, http.

improved_stance_detection_v2-fold2 huggingface.co Url

https://huggingface.co/aomar85/improved_stance_detection_v2-fold2

aomar85 improved_stance_detection_v2-fold2 online free

improved_stance_detection_v2-fold2 huggingface.co is an online trial and call api platform, which integrates improved_stance_detection_v2-fold2's modeling effects, including api services, and provides a free online trial of improved_stance_detection_v2-fold2, you can try improved_stance_detection_v2-fold2 online for free by clicking the link below.

aomar85 improved_stance_detection_v2-fold2 online free url in huggingface.co:

https://huggingface.co/aomar85/improved_stance_detection_v2-fold2

improved_stance_detection_v2-fold2 install

improved_stance_detection_v2-fold2 is an open source model from GitHub that offers a free installation service, and any user can find improved_stance_detection_v2-fold2 on GitHub to install. At the same time, huggingface.co provides the effect of improved_stance_detection_v2-fold2 install, users can directly use improved_stance_detection_v2-fold2 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

improved_stance_detection_v2-fold2 install url in huggingface.co:

https://huggingface.co/aomar85/improved_stance_detection_v2-fold2

Url of improved_stance_detection_v2-fold2

improved_stance_detection_v2-fold2 huggingface.co Url

Provider of improved_stance_detection_v2-fold2 huggingface.co

aomar85
ORGANIZATIONS

Other API from aomar85

huggingface.co

Total runs: 21
Run Growth: 15
Growth Rate: 71.43%
Updated:May 31 2022
huggingface.co

Total runs: 20
Run Growth: 14
Growth Rate: 70.00%
Updated:September 12 2022
huggingface.co

Total runs: 19
Run Growth: 12
Growth Rate: 63.16%
Updated:May 31 2022
huggingface.co

Total runs: 19
Run Growth: 15
Growth Rate: 78.95%
Updated:May 30 2022
huggingface.co

Total runs: 19
Run Growth: 13
Growth Rate: 68.42%
Updated:June 08 2022
huggingface.co

Total runs: 19
Run Growth: 15
Growth Rate: 78.95%
Updated:June 11 2022
huggingface.co

Total runs: 18
Run Growth: 13
Growth Rate: 72.22%
Updated:June 09 2022
huggingface.co

Total runs: 18
Run Growth: 14
Growth Rate: 77.78%
Updated:June 05 2022
huggingface.co

Total runs: 18
Run Growth: 13
Growth Rate: 72.22%
Updated:May 19 2022
huggingface.co

Total runs: 17
Run Growth: 10
Growth Rate: 58.82%
Updated:September 12 2022
huggingface.co

Total runs: 17
Run Growth: 12
Growth Rate: 70.59%
Updated:June 10 2022
huggingface.co

Total runs: 6
Run Growth: 0
Growth Rate: 0.00%
Updated:January 21 2026
huggingface.co

Total runs: 4
Run Growth: -6
Growth Rate: -150.00%
Updated:January 24 2026