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Small language models are artificial intelligence systems typically containing between 100 million and 8 billion parameters, developed to overcome the fundamental limitations of large language models such as high computational demands, extensive memory requirements, and dependence on cloud infrastructure. These models can operate locally on smartphones, computers, and other edge devices without requiring continuous data transmission to cloud systems. Thanks to these features, they offer signific