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Preserve each Adam group's beta2 in OneCycle - #8495

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vineethsaivs:fix/onecycle-preserve-beta2-20260912
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Preserve each Adam group's beta2 in OneCycle#8495
vineethsaivs wants to merge 1 commit into
deepspeedai:masterfrom
vineethsaivs:fix/onecycle-preserve-beta2-20260912

Preserve each Adam group's beta2 in OneCycle

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