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  # Transformer model from scratch.
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- ![image/png](https://cdn-uploads.huggingface.co/production/uploads/65f42e30c9940817caaaa8e6/-q_9GHj8tFFl8Y2H8xomi.png)
 
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  # Transformer model from scratch.
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+ ![image](https://github.com/Esmail-ibraheem/transformer-architecture-library/assets/113830751/8552eab6-0b7b-496b-848e-12b0476a7820)