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--- |
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tags: |
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- generated_from_trainer |
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model-index: |
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- name: arzwiki_mlm |
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results: [] |
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metrics: |
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- perplexity |
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license: mit |
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datasets: |
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- SaiedAlshahrani/Egyptian_Arabic_Wikipedia_20230101 |
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language: |
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- ar |
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library_name: transformers |
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pipeline_tag: fill-mask |
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widget: |
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- text: الهدف من الحياة هو <mask> |
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--- |
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You |
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should probably proofread and complete it, then remove this comment. --> |
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# arzwiki_mlm |
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This model is a fine-tuned version of [](https://huggingface.co/) on an unknown dataset. |
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It achieves the following results on the evaluation set: |
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- Pseudo-Perplexity: |
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## Model description |
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More information needed |
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## Intended uses & limitations |
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More information needed |
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## Training and evaluation data |
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More information needed |
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## Training procedure |
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### Training hyperparameters |
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The following hyperparameters were used during training: |
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- learning_rate: 0.0001 |
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- train_batch_size: 256 |
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- eval_batch_size: 8 |
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- seed: 42 |
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- optimizer: Adam with betas=(0.9,0.98) and epsilon=1e-06 |
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- lr_scheduler_type: linear |
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- num_epochs: 5 |
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### Training results |
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| Epoch | Step | Training Loss | |
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|:-----:|:-----:|:-------------:| |
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| 1 | 2500 | 2.038300 | |
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| 2 | 5000 | 0.878800 | |
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| 3 | 7500 | 0.682800 | |
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| 4 | 10000 | 0.613100 | |
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| 5 | 12500 | 0.574500 | |
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| Train Runtime | Train Samples Per Second | Train Steps Per Second | Total Flos | Train Loss | Epoch | |
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|:--------------:|:------------------------:|:----------------------:|:-------------------------:|:----------:|:--------:| |
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| 14677.117400 | 248.119000 | 0.970000 | 120746231839334400.000000 | 0.908513 | 5.000000 | |
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### Framework versions |
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- Datasets 2.9.0 |
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- Tokenizers 0.12.1 |
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- Transformers 4.24.0 |
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- Pytorch 1.12.1+cu116 |
