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README.md
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- [Imitating Real Spelling Errors](#imitating-real-spelling-errors)
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- [Keyboard Layout Considerations](#keyboard-layout-considerations)
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- [Typical Substitutions](#typical-substitutions)
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- [Model Training](#model-training)
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- [Usage](#usage)
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- [License](#license)
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- [Contact](#сontact)
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These substitutions represent phonetic similarities and common mistakes made by speakers when writing Azerbaijani text, especially when using Latin characters.
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## Model Training
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The model was fine-tuned using the Hugging Face Transformers library. Key points in the training process include:
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- **Model Architecture:** `google/mt5-small` was chosen for its multilingual support and capability to handle Azerbaijani characters.
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- **Training Objective:** The model was trained to map incorrect sentences to their correct versions.
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- **Evaluation:** The performance was evaluated using metrics like BLEU and ROUGE to ensure the quality of corrections.
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## Usage
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- [Imitating Real Spelling Errors](#imitating-real-spelling-errors)
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- [Keyboard Layout Considerations](#keyboard-layout-considerations)
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- [Typical Substitutions](#typical-substitutions)
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- [Usage](#usage)
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- [License](#license)
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- [Contact](#сontact)
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These substitutions represent phonetic similarities and common mistakes made by speakers when writing Azerbaijani text, especially when using Latin characters.
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## Usage
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