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6708f5c7 - [docs] improve distributed inference cp docs. (#12810)

[docs] improve distributed inference cp docs. (#12810) * improve distributed inference cp docs. * Apply suggestions from code review Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> --------- Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>