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Signed-off-by: kurt <kurt@thinkingmachines.ai>

Signed-off-by: Daniel Serebrenik <daserebrenik@nvidia.com>

  Reduce the kernel overhead when num of active loras is smaller than max loras. Multiple cuda graphs are captured for each num of active-loras. (#32005)
Signed-off-by: Yu Gong <yu3.gong@gmail.com>

Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>

Signed-off-by: Runkai Tao <rt572@physics.rutgers.edu>

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[lora/moe] Avoid extra intermediate buffer & Python slicing in expand phase when split_k == 1 (#32774)
Signed-off-by: 陈建华 <1647430658@qq.com>

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