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add lm_head and embed_out tensor parallel (#3962)
* add lm_head and embed_out tensor parallel * fix load lm_head.weight name issue * replace all_reduce with inference_all_reduce * refactor lm_head tensor parallel --------- Co-authored-by: Chen, Zhenhuan <[email protected]>
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