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[Fix] GLM-5.3-Flash F4.1: Correct mHC precision and replica gradient reduction - #2156

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InternLM:feat/glm53flash-f4-mhcfrom
bingshao333:fix/glm53flash-f4-mhc-correctness-f41
Open

bingshao333 wants to merge 3 commits into
InternLM:feat/glm53flash-f4-mhcfrom
bingshao333:fix/glm53flash-f4-mhc-correctness-f41

[Test] Cover GLM5.3 mHC normalization epsilon

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