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@@ -60,7 +60,7 @@ A multilingual punctuation restoration model based on Gemma-3-1b
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  - **Efficient Processing**: Supports batch processing and sliding window for long texts
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  - **AutoModel Compatible**: Easy integration with Hugging Face ecosystem
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- ## Installation
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  ```bash
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  pip install cadence-punctuation
 
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  - **Efficient Processing**: Supports batch processing and sliding window for long texts
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  - **AutoModel Compatible**: Easy integration with Hugging Face ecosystem
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+ ## Installation (Optional)
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  ```bash
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  pip install cadence-punctuation