doc: Update readme to refine wording and reflect changes in 2.5 version

[codingjaguar]

Update readme to refine wording and reflect changes in 2.5 version

[mergify]

@codingjaguar

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[codingjaguar]

Ready for review. PTAL.

[xiaofan-luan]

/lgtm
/approve

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