refactor: clean up README formatting and improve language consistency #1208
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What I did
Updated the README to correct typos, improve formatting, and clarify instructions.
How to verify it
Open the README in the repository and review the updated text and formatting changes.
Description for the changelog
Docs: improved README clarity and fixed minor typos