aomar85 / StanceNakba-EXP4

huggingface.co
Total runs: 4
24-hour runs: 1
7-day runs: 0
30-day runs: -1
Model's Last Updated: January 27 2026
text-classification

Introduction of StanceNakba-EXP4

Model Details of StanceNakba-EXP4

Marbert_concatenatewithPrompt-fold4

This model is a fine-tuned version of UBC-NLP/MARBERTv2 on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.4593
  • Accuracy: 0.8512
  • Macro F1: 0.8513
  • Weighted F1: 0.8511
  • F1 Pro: 0.8772
  • F1 Against: 0.8276
  • F1 Neutral: 0.8491
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
1.0382 1.1628 50 0.7479 0.75 0.7498 0.7488 0.8077 0.6857 0.7559
0.6566 2.3256 100 0.5272 0.8333 0.8312 0.8302 0.8644 0.7843 0.8448
0.4143 3.4884 150 0.4593 0.8512 0.8513 0.8511 0.8772 0.8276 0.8491
0.2816 4.6512 200 0.4628 0.8393 0.8393 0.8389 0.875 0.8036 0.8393
Framework versions
  • Transformers 4.57.6
  • Pytorch 2.9.0+cu126
  • Datasets 4.0.0
  • Tokenizers 0.22.2

Runs of aomar85 StanceNakba-EXP4 on huggingface.co

4
Total runs
1
24-hour runs
0
3-day runs
0
7-day runs
-1
30-day runs

More Information About StanceNakba-EXP4 huggingface.co Model

StanceNakba-EXP4 huggingface.co

StanceNakba-EXP4 huggingface.co is an AI model on huggingface.co that provides StanceNakba-EXP4's model effect (), which can be used instantly with this aomar85 StanceNakba-EXP4 model. huggingface.co supports a free trial of the StanceNakba-EXP4 model, and also provides paid use of the StanceNakba-EXP4. Support call StanceNakba-EXP4 model through api, including Node.js, Python, http.

StanceNakba-EXP4 huggingface.co Url

https://huggingface.co/aomar85/StanceNakba-EXP4

aomar85 StanceNakba-EXP4 online free

StanceNakba-EXP4 huggingface.co is an online trial and call api platform, which integrates StanceNakba-EXP4's modeling effects, including api services, and provides a free online trial of StanceNakba-EXP4, you can try StanceNakba-EXP4 online for free by clicking the link below.

aomar85 StanceNakba-EXP4 online free url in huggingface.co:

https://huggingface.co/aomar85/StanceNakba-EXP4

StanceNakba-EXP4 install

StanceNakba-EXP4 is an open source model from GitHub that offers a free installation service, and any user can find StanceNakba-EXP4 on GitHub to install. At the same time, huggingface.co provides the effect of StanceNakba-EXP4 install, users can directly use StanceNakba-EXP4 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

StanceNakba-EXP4 install url in huggingface.co:

https://huggingface.co/aomar85/StanceNakba-EXP4

Url of StanceNakba-EXP4

StanceNakba-EXP4 huggingface.co Url

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aomar85
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