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feat: support pipefusion for flux2 - #1268

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Qin-sx wants to merge 10 commits into
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Qin-sx:pipefusion-flux2
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feat: support pipefusion for flux2#1268
Qin-sx wants to merge 10 commits into
ModelTC:mainfrom
Qin-sx:pipefusion-flux2

Offload transformer weights and clear KV cache before VAE decode to a…

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