Support the parallel conversion from ZeRO checkpoints to FP32/FP16/BF16 param weight #6655
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This PR adds parallel conversion support for the zero_to_fp32 script using universal checkpoints, addressing the request at ISSUE#6526. "The previous version was written 3 years ago models were small and converted fast. Now with 70B+ models the conversion can take hours."