doc: add checkpoint conversion in tutorials

[charlesli640]

Description

Add/Move checkpoint conversion utils README to tutorials, corrected URL link in sphinx-build warning.
Also aggregate duplicated descriptions of checkpoint conversion in post training tutorial.

Checklist

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[SurbhiJainUSC]

@hengtaoguo - please review.