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  - **Fertility Score**: 1.691
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  - It supports Arabic Diacritization
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  ## How to Use the Aranizer Tokenizer
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  The Aranizer tokenizer can be easily loaded using the `transformers` library from Hugging Face. Below is an example of how to load and use the tokenizer in your Python project:
 
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  - **Fertility Score**: 1.691
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  - It supports Arabic Diacritization
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+ ## Aranizer Collection Achieved State of the Art Arabic Tokenizer
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+ The Aranizer tokenizer has achieved state-of-the-art results on the [Arabic Tokenizers Leaderboard](https://huggingface.co/spaces/MohamedRashad/arabic-tokenizers-leaderboard) on Hugging Face. Below is a screenshot highlighting this achievement:
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+ <a href="https://ibb.co/L6rwnb6">
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+ <img src="https://i.ibb.co/q9CGkX9/Screenshot-2024-08-25-at-10-20-56-PM.png" alt="Screenshot showing the Aranizer Tokenizer achieving state of the art" border="0">
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+ </a>
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  ## How to Use the Aranizer Tokenizer
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  The Aranizer tokenizer can be easily loaded using the `transformers` library from Hugging Face. Below is an example of how to load and use the tokenizer in your Python project: