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feat(inference): multi-GPU auto-layout and cross-GPU routing (PR2) - #1263

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feat(inference): multi-GPU auto-layout and cross-GPU routing (PR2)#1263
greenstephen wants to merge 14 commits into
ace-step:mainfrom
greenstephen:feat/multi-gpu-pr2-auto-layout

fix(inference): honor mapped cuda:N for LM init and Gradio wiring

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