[BugFix] Fix layerwise CPU offloading for LTX2 two-stages pipeline #2935

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Songrui625 wants to merge 3 commits into vllm-project:main from Songrui625:fix-ltx2-2stages-offload

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[BugFix] Fix layerwise CPU offloading for LTX2 two-stages pipeline #2935

Merge branch 'main' into fix-ltx2-2stages-offload

DCO / DCO succeeded Apr 20, 2026 in 0s

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