aomar85 / finetuned-arabert-textclassificationv01

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Model's Last Updated: May 12 2022
text-classification

Introduction of finetuned-arabert-textclassificationv01

Model Details of finetuned-arabert-textclassificationv01

finetuned-arabert-textclassification

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

  • Loss: 0.1374
  • Accuracy: 0.9596
  • Precision: 0.9863
  • Recall: 0.9513
  • F1: 0.9685
Model description

More information needed

Intended uses & limitations
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: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 10
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Accuracy Precision Recall F1
0.125 1.0 69088 0.0901 0.9720 0.9805 0.9765 0.9785
0.1001 2.0 138176 0.1109 0.9741 0.9770 0.9834 0.9802
0.0962 3.0 207264 0.0995 0.9740 0.9739 0.9867 0.9802
0.0979 4.0 276352 0.1374 0.9596 0.9863 0.9513 0.9685
Framework versions
  • Transformers 4.18.0
  • Pytorch 1.11.0+cu113
  • Datasets 2.2.0
  • Tokenizers 0.12.1

Runs of aomar85 finetuned-arabert-textclassificationv01 on huggingface.co

49
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More Information About finetuned-arabert-textclassificationv01 huggingface.co Model

finetuned-arabert-textclassificationv01 huggingface.co

finetuned-arabert-textclassificationv01 huggingface.co is an AI model on huggingface.co that provides finetuned-arabert-textclassificationv01's model effect (), which can be used instantly with this aomar85 finetuned-arabert-textclassificationv01 model. huggingface.co supports a free trial of the finetuned-arabert-textclassificationv01 model, and also provides paid use of the finetuned-arabert-textclassificationv01. Support call finetuned-arabert-textclassificationv01 model through api, including Node.js, Python, http.

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finetuned-arabert-textclassificationv01 install

finetuned-arabert-textclassificationv01 is an open source model from GitHub that offers a free installation service, and any user can find finetuned-arabert-textclassificationv01 on GitHub to install. At the same time, huggingface.co provides the effect of finetuned-arabert-textclassificationv01 install, users can directly use finetuned-arabert-textclassificationv01 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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