If you don't want Steam to remember your credentials (which can be useful when sign-in on a public computer), simply follow the below procedure:
Click on Steam Menu > Settings
Go the Account tab.
Tick the Don't save account credentials on this computer checkbox.
Click on Ok to validate.
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