[Deepspeed] ZeRO-Infinity integration plus config revamp (#11418)
* adding Z-inf
* revamp config process
* up version requirement
* wip
* massive rewrite
* cleanup
* cleanup
* Apply suggestions from code review
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
* consistent json commas
* act on suggestions
* leave this feature for 0.3.16
* style
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>