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[AutoTP] Enalbe HF colwise_gather_output to support lm_head replace#8146

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jinyouzhi:lm_head_colwise
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[AutoTP] Enalbe HF colwise_gather_output to support lm_head replace#8146
jinyouzhi wants to merge 5 commits into
deepspeedai:masterfrom
jinyouzhi:lm_head_colwise