aomar85 / fine_tuned_mix40k_arabert

huggingface.co
Total runs: 28
24-hour runs: 1
7-day runs: 10
30-day runs: 23
Model's Last Updated: May 28 2022
text-classification

Introduction of fine_tuned_mix40k_arabert

Model Details of fine_tuned_mix40k_arabert

fine_tuned_mix40k_arabert

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: 0.4165
  • Accuracy: 0.8909
  • Precision: 0.9146
  • Recall: 0.8610
  • F1: 0.8870
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: 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
0.3133 1.0 10794 0.2683 0.8812 0.8845 0.8752 0.8798
0.2326 2.0 21588 0.2838 0.8862 0.9133 0.8519 0.8815
0.1855 3.0 32382 0.3199 0.8865 0.9247 0.8399 0.8803
0.149 4.0 43176 0.4165 0.8909 0.9146 0.8610 0.8870
Framework versions
  • Transformers 4.19.2
  • Pytorch 1.11.0+cu113
  • Datasets 2.2.2
  • Tokenizers 0.12.1

Runs of aomar85 fine_tuned_mix40k_arabert on huggingface.co

28
Total runs
1
24-hour runs
1
3-day runs
10
7-day runs
23
30-day runs

More Information About fine_tuned_mix40k_arabert huggingface.co Model

fine_tuned_mix40k_arabert huggingface.co

fine_tuned_mix40k_arabert huggingface.co is an AI model on huggingface.co that provides fine_tuned_mix40k_arabert's model effect (), which can be used instantly with this aomar85 fine_tuned_mix40k_arabert model. huggingface.co supports a free trial of the fine_tuned_mix40k_arabert model, and also provides paid use of the fine_tuned_mix40k_arabert. Support call fine_tuned_mix40k_arabert model through api, including Node.js, Python, http.

fine_tuned_mix40k_arabert huggingface.co Url

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aomar85 fine_tuned_mix40k_arabert online free

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fine_tuned_mix40k_arabert install

fine_tuned_mix40k_arabert is an open source model from GitHub that offers a free installation service, and any user can find fine_tuned_mix40k_arabert on GitHub to install. At the same time, huggingface.co provides the effect of fine_tuned_mix40k_arabert install, users can directly use fine_tuned_mix40k_arabert installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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