Noorrabie / MARBERT

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Model's Last Updated: July 15 2025

Introduction of MARBERT

Model Details of MARBERT

MARBERT

This model is a fine-tuned version of UBC-NLP/MARBERT on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 2.6560
  • Macro F1: 0.4297
  • Macro Precision: 0.4542
  • Macro Recall: 0.4246
  • Accuracy: 0.5249
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: 5e-05
  • train_batch_size: 64
  • eval_batch_size: 16
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 6
Training results
Training Loss Epoch Step Validation Loss Macro F1 Macro Precision Macro Recall Accuracy
1.7162 1.0 857 1.4159 0.3707 0.3936 0.3853 0.5211
1.0436 2.0 1714 1.4333 0.4075 0.4272 0.4154 0.5357
0.6141 3.0 2571 1.6979 0.4295 0.4680 0.4275 0.5294
0.3597 4.0 3428 2.0688 0.4233 0.4464 0.4202 0.5189
0.1738 5.0 4285 2.4118 0.4287 0.4467 0.4308 0.5130
0.0913 6.0 5142 2.6560 0.4297 0.4542 0.4246 0.5249
Framework versions
  • Transformers 4.29.2
  • Pytorch 2.0.1+cu117
  • Datasets 3.0.2
  • Tokenizers 0.13.3

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More Information About MARBERT huggingface.co Model

MARBERT huggingface.co

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

Noorrabie MARBERT online free

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

Noorrabie MARBERT online free url in huggingface.co:

https://huggingface.co/Noorrabie/MARBERT

MARBERT install

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

MARBERT install url in huggingface.co:

https://huggingface.co/Noorrabie/MARBERT

Url of MARBERT

Provider of MARBERT huggingface.co

Noorrabie
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