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Add offline SpinQuant/QuaRot rotation folding and learning (R1/R2) - #2187

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BillRenCN:feat/spinquant-upstream-pr
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Add offline SpinQuant/QuaRot rotation folding and learning (R1/R2)#2187
BillRenCN wants to merge 5 commits into
NVIDIA:mainfrom
BillRenCN:feat/spinquant-upstream-pr

Fix silent-failure contracts in the rotation module found by review

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