oddadmix / arabic_punctuation_model_v1

huggingface.co
Total runs: 6
24-hour runs: 0
7-day runs: 0
30-day runs: 0
Model's Last Updated: February 18 2025
text2text-generation

Introduction of arabic_punctuation_model_v1

Model Details of arabic_punctuation_model_v1

arabic_punctuation_model_v1

This model is a fine-tuned version of bakrianoo/t5-arabic-small on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.2818
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: 4
  • eval_batch_size: 4
  • seed: 42
  • gradient_accumulation_steps: 4
  • total_train_batch_size: 16
  • optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: linear
  • num_epochs: 4
Training results
Training Loss Epoch Step Validation Loss
5.0195 0.1205 500 0.8133
1.1846 0.2410 1000 0.5690
0.7783 0.3616 1500 0.4714
0.5966 0.4821 2000 0.4012
0.5049 0.6026 2500 0.3986
0.445 0.7231 3000 0.3961
0.4184 0.8436 3500 0.3606
0.389 0.9641 4000 0.3452
0.3687 1.0848 4500 0.3330
0.3524 1.2054 5000 0.3360
0.3438 1.3259 5500 0.3303
0.3338 1.4464 6000 0.3203
0.3197 1.5669 6500 0.3256
0.3108 1.6874 7000 0.3153
0.312 1.8080 7500 0.3211
0.3021 1.9285 8000 0.2988
0.2938 2.0492 8500 0.3066
0.2924 2.1697 9000 0.2947
0.284 2.2902 9500 0.2992
0.2816 2.4107 10000 0.2893
0.2827 2.5312 10500 0.2923
0.28 2.6518 11000 0.2794
0.2747 2.7723 11500 0.2852
0.2721 2.8928 12000 0.2908
0.2722 3.0135 12500 0.2834
0.2694 3.1340 13000 0.2767
0.2677 3.2545 13500 0.2857
0.2613 3.3751 14000 0.2790
0.2688 3.4956 14500 0.2837
0.2647 3.6161 15000 0.2836
0.2637 3.7366 15500 0.2818
Framework versions
  • Transformers 4.49.0
  • Pytorch 2.1.1+cu121
  • Datasets 3.3.1
  • Tokenizers 0.21.0

Runs of oddadmix arabic_punctuation_model_v1 on huggingface.co

6
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
0
30-day runs

More Information About arabic_punctuation_model_v1 huggingface.co Model

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arabic_punctuation_model_v1 huggingface.co is an AI model on huggingface.co that provides arabic_punctuation_model_v1's model effect (), which can be used instantly with this oddadmix arabic_punctuation_model_v1 model. huggingface.co supports a free trial of the arabic_punctuation_model_v1 model, and also provides paid use of the arabic_punctuation_model_v1. Support call arabic_punctuation_model_v1 model through api, including Node.js, Python, http.

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https://huggingface.co/oddadmix/arabic_punctuation_model_v1

oddadmix arabic_punctuation_model_v1 online free

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oddadmix arabic_punctuation_model_v1 online free url in huggingface.co:

https://huggingface.co/oddadmix/arabic_punctuation_model_v1

arabic_punctuation_model_v1 install

arabic_punctuation_model_v1 is an open source model from GitHub that offers a free installation service, and any user can find arabic_punctuation_model_v1 on GitHub to install. At the same time, huggingface.co provides the effect of arabic_punctuation_model_v1 install, users can directly use arabic_punctuation_model_v1 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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oddadmix
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