aomar85 / MARBERT-fold5

huggingface.co
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Model's Last Updated: February 26 2026
text-classification

Introduction of MARBERT-fold5

Model Details of MARBERT-fold5

MARBERT-fold5

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

  • Loss: 1.1994
  • Accuracy: 0.7917
  • Macro F1: 0.7921
  • Weighted F1: 0.7917
  • F1 Pro: 0.7850
  • F1 Against: 0.7874
  • F1 Neutral: 0.8039
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: linear
  • num_epochs: 10
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Accuracy Macro F1 Weighted F1 F1 Pro F1 Against F1 Neutral
0.9663 1.1628 50 0.7450 0.7143 0.7149 0.7149 0.7216 0.7101 0.7129
0.5286 2.3256 100 0.6924 0.7381 0.7381 0.7379 0.7586 0.7179 0.7379
0.2872 3.4884 150 0.7109 0.7619 0.7620 0.7628 0.7677 0.7769 0.7414
0.1544 4.6512 200 0.9794 0.7679 0.7676 0.7677 0.7611 0.7742 0.7677
0.1275 5.8140 250 1.1354 0.7619 0.7626 0.7622 0.7748 0.7438 0.7692
0.0587 6.9767 300 1.1990 0.7917 0.7921 0.7917 0.7850 0.7874 0.8039
0.0195 8.1395 350 1.3248 0.7738 0.7744 0.7738 0.7719 0.7627 0.7885
0.0241 9.3023 400 1.3347 0.7798 0.7803 0.7799 0.7719 0.7769 0.7921
Framework versions
  • Transformers 5.0.0
  • Pytorch 2.10.0+cu128
  • Datasets 4.0.0
  • Tokenizers 0.22.2

Runs of aomar85 MARBERT-fold5 on huggingface.co

50
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More Information About MARBERT-fold5 huggingface.co Model

MARBERT-fold5 huggingface.co

MARBERT-fold5 huggingface.co is an AI model on huggingface.co that provides MARBERT-fold5's model effect (), which can be used instantly with this aomar85 MARBERT-fold5 model. huggingface.co supports a free trial of the MARBERT-fold5 model, and also provides paid use of the MARBERT-fold5. Support call MARBERT-fold5 model through api, including Node.js, Python, http.

MARBERT-fold5 huggingface.co Url

https://huggingface.co/aomar85/MARBERT-fold5

aomar85 MARBERT-fold5 online free

MARBERT-fold5 huggingface.co is an online trial and call api platform, which integrates MARBERT-fold5's modeling effects, including api services, and provides a free online trial of MARBERT-fold5, you can try MARBERT-fold5 online for free by clicking the link below.

aomar85 MARBERT-fold5 online free url in huggingface.co:

https://huggingface.co/aomar85/MARBERT-fold5

MARBERT-fold5 install

MARBERT-fold5 is an open source model from GitHub that offers a free installation service, and any user can find MARBERT-fold5 on GitHub to install. At the same time, huggingface.co provides the effect of MARBERT-fold5 install, users can directly use MARBERT-fold5 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

MARBERT-fold5 install url in huggingface.co:

https://huggingface.co/aomar85/MARBERT-fold5

Url of MARBERT-fold5

MARBERT-fold5 huggingface.co Url

Provider of MARBERT-fold5 huggingface.co

aomar85
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