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(cherry picked from commit 03f8d3a5)

feat(models): implement Google Gemma 4 architecture support (MoE, Multimodal, Reasoning, Tool-Use) (#38826)
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(cherry picked from commit 08ed2b96)

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(cherry picked from commit 719735d6)

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[Frontend] Support multimodal inputs for late-interaction scoring (ColQwen3) + NewModel: nvidia/nemotron-colembed (#34574)
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