In-depth analysis of Gemma model variants: technological breakthroughs and real-world applications of AI in vertical domains

Google's three newly released Gemma specialization models - MedGemma, SignGemma, and DolphinGemma - represent an important shift in AI models from generality to deep vertical domain adaptation.MedGemma focuses on medical scenarios, providing multimodal image and high-precision text reasoning capabilities; SignGemma supports multilingual sign language translation to help hearing-impaired groups communicate; DolphinGemma explores synthesizing dolphin speech to promote cross-species communication research. These models provide a new path for the industrialization of AI while improving professional performance and taking into account computational efficiency and ease of deployment.