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[Frontend] Support multimodal inputs for late-interaction scoring (ColQwen3) + NewModel: nvidia/nemotron-colembed (#34574)
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Revert "[Llama4,Quantization] Simplify and generalize logic for Q/K permutations in quantized self-attn layers " (#34997)

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[Llama4,Quantization] Simplify and generalize logic for Q/K permutations in quantized self-attn layers  (#34471)
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[Feature] Support CPU Offloading without Pytorch Pinned Memory that leads to doubled allocation (#32993)
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