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@@ -117,18 +117,6 @@ The model is optimized for specific prompt templates:
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  - **Language coverage**: Specifically optimized for Italian language
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  - **Domain specificity**: Performance may vary on highly specialized domains not represented in training
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- - **Cultural context**: Reflects primarily Italian/European knowledge perspectives
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- - **Computational requirements**: Dense representations require significant storage for large-scale deployment
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-
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- ## Model Architecture
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-
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- ```
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- SentenceTransformer(
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- (0): Transformer({'max_seq_length': 32768, 'architecture': 'Qwen3Model'})
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- (1): Pooling({'pooling_mode_lasttoken': True, 'include_prompt': True})
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- (2): Normalize()
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- )
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- ```
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  ## Acknowledgments
 
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  - **Language coverage**: Specifically optimized for Italian language
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  - **Domain specificity**: Performance may vary on highly specialized domains not represented in training
 
 
 
 
 
 
 
 
 
 
 
 
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  ## Acknowledgments